From b4d2962802d4c03c6086b6927fb18fd3efd1bfb5 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 31 Dec 2025 15:43:21 +0100
Subject: [PATCH 001/157] tweak before Claude Code experiments

---
 .github/workflows/github_workflows_build-2026_01.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index cbc2c084..2f741646 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -75,8 +75,8 @@ jobs:
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
             REQUIREMENTS_WHL_315: ""
-            ZIP: "1"
-            SEVEN_Z: "0"
+            ZIP: "0"
+            SEVEN_Z: "1"
             EXE: "1"
             PANDOC: "1"
             WINPYARCHDET: "64F"

From 3517dc99b839f8a1bae169add3074baef9ca7525 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 31 Dec 2025 15:59:18 +0100
Subject: [PATCH 002/157] claude AI test1

---
 .../github_workflows_build-2026_01.yml        | 26 ++++++-------------
 1 file changed, 8 insertions(+), 18 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 2f741646..fe69da85 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -27,9 +27,7 @@ jobs:
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
             REQUIREMENTS_WHL_315: ""
-            ZIP: "1"
-            SEVEN_Z: "0"
-            EXE: "1"
+            formats: { zip: true, 7z: false, exe: true }
             PANDOC: "0"
             WINPYARCHDET: "64"
           - name: "slim"
@@ -39,9 +37,7 @@ jobs:
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
             REQUIREMENTS_WHL_315: ""
-            ZIP: "0"
-            SEVEN_Z: "1"
-            EXE: "1"
+            formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64"
           - name: "whl"
@@ -51,9 +47,7 @@ jobs:
             REQUIREMENTS_WHL_313: "winpython\\portable\\cycle_2025_05\\requir.64-3_13_11_0whl_wheels.txt"
             REQUIREMENTS_WHL_314: "winpython\\portable\\cycle_2025_05\\requir.64-3_14_2_0whl_wheels.txt"
             REQUIREMENTS_WHL_315: ""
-            ZIP: "0"
-            SEVEN_Z: "1"
-            EXE: "0"
+            formats: { zip: false, 7z: true, exe: false }
             PANDOC: "0"
             WINPYARCHDET: "64"
           - name: "free"
@@ -63,9 +57,7 @@ jobs:
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
             REQUIREMENTS_WHL_315: ""
-            ZIP: "1"
-            SEVEN_Z: "0"
-            EXE: "1"
+            formats: { zip: true, 7z: false, exe: true }
             PANDOC: "0"
             WINPYARCHDET: "64F"
           - name: "slimf"
@@ -75,9 +67,7 @@ jobs:
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
             REQUIREMENTS_WHL_315: ""
-            ZIP: "0"
-            SEVEN_Z: "1"
-            EXE: "1"
+            formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
 
@@ -253,14 +243,14 @@ jobs:
         shell: pwsh
         run: |
           $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.zip"
-          if ( $env:WINPYZIP -eq '1') { Compress-Archive -Path "$env:build_location" -DestinationPath $destfile}
+          if ("${{ matrix.flavor.formats.zip }}" -eq "true") { Compress-Archive -Path "$env:build_location" -DestinationPath $destfile}
 
           $destfile7z = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.7z"
-          if ( $env:WINPY7Z -eq '1') { 7z a $destfile7z $env:build_location }
+          if ("${{ matrix.flavor.formats.7z }}" -eq "true") { 7z a $destfile7z $env:build_location }
 
           $destfileexe = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.exe"
           $SFXModulePath = "C:\Program Files\7-Zip\7z.sfx"
-          if ( $env:WINPYEXE -eq '1') { 7z a -t7z -sfx"$SFXModulePath" $destfileexe $env:build_location }
+          if ("${{ matrix.flavor.formats.exe }}" -eq "true") { 7z a -t7z -sfx"$SFXModulePath" $destfileexe $env:build_location }
 
       - name: generate hashes wppm style
         if: env.WINPYREQUIREMENTS != ''

From 7eb442430cfc769a7fe7858c4b0436c7c67ee875 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 31 Dec 2025 16:09:05 +0100
Subject: [PATCH 003/157] Claude miss: formats.7z forbidden because start
 digit, use formats['7z']

---
 .github/workflows/github_workflows_build-2026_01.yml | 9 +++------
 1 file changed, 3 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index fe69da85..f8024293 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -75,9 +75,6 @@ jobs:
       PYTHON_VERSION: ${{ github.event.inputs.python_version }}
       WINPYFLAVOR: ${{ matrix.flavor.name }}
       PANDOC: ${{ matrix.flavor.PANDOC }}
-      WINPYZIP: ${{ matrix.flavor.ZIP }}
-      WINPY7Z: ${{ matrix.flavor.SEVEN_Z }}
-      WINPYEXE: ${{ matrix.flavor.EXE }}
       WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
       # constants
       WINPYARCH: "64"
@@ -243,14 +240,14 @@ jobs:
         shell: pwsh
         run: |
           $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.zip"
-          if ("${{ matrix.flavor.formats.zip }}" -eq "true") { Compress-Archive -Path "$env:build_location" -DestinationPath $destfile}
+          if ("${{ matrix.flavor.formats['zip'] }}" -eq "true") { Compress-Archive -Path "$env:build_location" -DestinationPath $destfile}
 
           $destfile7z = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.7z"
-          if ("${{ matrix.flavor.formats.7z }}" -eq "true") { 7z a $destfile7z $env:build_location }
+          if ("${{ matrix.flavor.formats['7z']  }}" -eq "true") { 7z a $destfile7z $env:build_location }
 
           $destfileexe = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.exe"
           $SFXModulePath = "C:\Program Files\7-Zip\7z.sfx"
-          if ("${{ matrix.flavor.formats.exe }}" -eq "true") { 7z a -t7z -sfx"$SFXModulePath" $destfileexe $env:build_location }
+          if ("${{ matrix.flavor.formats['exe']  }}" -eq "true") { 7z a -t7z -sfx"$SFXModulePath" $destfileexe $env:build_location }
 
       - name: generate hashes wppm style
         if: env.WINPYREQUIREMENTS != ''

From e639d17a26c7996af024b34c39db9d86e748a4f5 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 1 Jan 2026 12:37:19 +0100
Subject: [PATCH 004/157] the env.bat not called and pwsh variables

should fix https://github.com/winpython/winpython/issues/1927
---
 .../launchers_final/scripts/WinPythonIni.py   |  3 +-
 .../scripts/WinPython_PS_Prompt.ps1           | 52 ++++++++++++++++++-
 2 files changed, 53 insertions(+), 2 deletions(-)

diff --git a/winpython/portable/launchers_final/scripts/WinPythonIni.py b/winpython/portable/launchers_final/scripts/WinPythonIni.py
index cbcb640a..f8e5a74a 100644
--- a/winpython/portable/launchers_final/scripts/WinPythonIni.py
+++ b/winpython/portable/launchers_final/scripts/WinPythonIni.py
@@ -6,6 +6,7 @@
 [debug]
 state = disabled
 [env.bat]
+PYTHONIOENCODING = utf-8
 #see https://github.com/winpython/winpython/issues/839
 #USERPROFILE = %HOME%
 SPYDER_CONFDIR = %HOME%\settings\.spyder-py3
@@ -33,7 +34,7 @@
 
 class WinPythonEnv:
     editable_sections = {
-        "env.ini", "environment", "debug",
+        "env.ini", "env.bat", "environment", "debug",
         "active_environment_per_user", "active_environment_common"
     }
     
diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index d35aaa48..e34f9177 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -32,9 +32,16 @@ $env:PYTHONIOENCODING = "utf-8"
 
 $env:HOME = "$env:WINPYDIRBASE\settings"
 
-$env:WINPYDIRBASE = ""
 $env:JUPYTER_DATA_DIR = "$env:HOME"
 
+# keep Variables alive !
+Set-Variable -Name "WINPYDIRBASE" -Value $env:WINPYDIRBASE -Scope Global
+Set-Variable -Name "WINPYDIR" -Value $env:WINPYDIR -Scope Global
+Set-Variable -Name "PYTHON" -Value $env:PYTHON -Scope Global
+Set-Variable -Name "PYTHONIOENCODING" -Value $env:PYTHONIOENCODING -Scope Global
+#Set-Variable -Name "HOME" -Value $env:HOME -Scope Global
+Set-Variable -Name "JUPYTER_DATA_DIR" -Value $env:JUPYTER_DATA_DIR -Scope Global
+
 if (-not $env:PATH.ToLower().Contains(";"+ $env:WINPYDIR.ToLower()+ ";"))  {
   $env:PATH = "$env:WINPYDIR\\Lib\site-packages\PyQt5;$env:WINPYDIR\\;$env:WINPYDIR\\DLLs;$env:WINPYDIR\\Scripts;$env:WINPYDIR\\..\t;$env:WINPYDIR\\..\n;$env:path" }
 
@@ -44,7 +51,50 @@ if (Test-Path "$env:WINPYDIR\Lib\site-packages\PyQt5\__init__.py") { $env:QT_API
 
 # PyQt5 qt.conf creation and winpython.ini creation done via Winpythonini.py (called per env_for_icons.bat for now)
 # Start-Process -FilePath $env:PYTHON -ArgumentList ($env:WINPYDIRBASE + '\scripts\WinPythonIni.py')
+$output = & 'python.exe' ($env:WINPYDIRBASE + '\scripts\WinPythonIni.py')
+$pairs = $output -split '&&'
+$pair = $pair -replace '^(?i)set\s+',''
+foreach ($pair in $pairs) {
+    $pair = $pair.Trim()
+    if ($pair -eq '') { continue }
+
+    # Remove leading "set " (case-insensitive)
+    $pair = $pair -replace '^(?i)set\s+',''
+
+    # Find first '=' so values can contain '='
+    $idx = $pair.IndexOf('=')
+    if ($idx -lt 0) {
+        Write-Warning "Skipping invalid pair (no '='): '$pair'"
+        continue
+    }
 
+    $name  = $pair.Substring(0, $idx).Trim()
+    $value = $pair.Substring($idx + 1).Trim()
+
+    # Unquote a quoted value (single or double quotes)
+    if ($value -match '^(["''])(.*)\1$') { $value = $Matches[2] }
+
+    # Basic validation for variable name (optional)
+    if ($name -notmatch '^[a-zA-Z_][a-zA-Z0-9_]*$') {
+        Write-Warning "Variable name '$name' is unusual. Still setting it, but consider sanitizing."
+    }
+
+    # Set as a PowerShell global variable
+    Set-Variable -Name $name -Value $value -Scope Global -Force
+
+    # Also set as environment variable for child processes
+    $env:name = $value
+
+    # If running in GH Actions, also append to GITHUB_ENV so future steps see it
+    if ($env:GITHUB_ENV) {
+        # Use Add-Content to append "NAME=value" to the GITHUB_ENV file
+        # Escape any newlines in $value to avoid breaking the file format
+        $escapedValue = $value -replace "`n", '%0A' -replace "`r", ''
+        Add-Content -Path $env:GITHUB_ENV -Value "$name=$escapedValue"
+    }
+
+    #Write-Host "Set `$${name} = $value"
+}
 
 ### Set-WindowSize
 

From 99ff83126eff1961c2743438625867cda82426e3 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 1 Jan 2026 19:12:29 +0100
Subject: [PATCH 005/157] simplify WinPython_PS_Prompt.ps1

---
 .../scripts/WinPython_PS_Prompt.ps1           | 58 +------------------
 1 file changed, 2 insertions(+), 56 deletions(-)

diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index e34f9177..b5a6a2a2 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -1,56 +1,22 @@
 ### WinPython_PS_Prompt.ps1 ###
-$0 = $myInvocation.MyCommand.Definition
-$dp0 = [System.IO.Path]::GetDirectoryName($0)
 
-# default if env.cfg fails
-$env:WINPYthon_subdirectory_name = "python"
-$env:WINPYthon_exe = "python.exe"
-# Define the path to the config file
-Get-Content (${PSScriptRoot} +"\env.ini") | ForEach-Object {
-    $parts = $_ -split '=', 2
-    if ($parts.Count -eq 2) {
-        Set-Variable -Name ($parts[0]).Trim() -Value $parts[1].Trim() -Scope Global
-    }
-}
-
-# $env:PYTHONUTF8 = 1 would create issues in "movable" patching
-$env:WINPYDIRBASE = "$dp0\.."
+$env:WINPYDIRBASE = [System.IO.Path]::GetDirectoryName($myInvocation.MyCommand.Definition) + "\.."
 # get a normalize path
-# http://stackoverflow.com/questions/1645843/resolve-absolute-path-from-relative-path-and-or-file-name
 $env:WINPYDIRBASE = [System.IO.Path]::GetFullPath( $env:WINPYDIRBASE )
 
-# avoid double_init (will only resize screen)
-if (-not ($env:WINPYDIR -eq [System.IO.Path]::GetFullPath( $env:WINPYDIRBASE+"\{self.python_dir_name}")) ) {
 $env:WINPYDIR = $env:WINPYDIRBASE+ "\" +$env:WINPYthon_subdirectory_name
 # 2019-08-25 pyjulia needs absolutely a variable PYTHON=%WINPYDIR%python.exe
-$env:PYTHON = $env:WINPYthon_exe
+$env:PYTHON = $env:WINPYDIRBASE+ "\python\python.exe" 
 
-$env:WINPYVER = $env:WINPYVER
 # rem 2023-02-12 try utf-8 on console
-# rem see https://github.com/pypa/pip/issues/11798#issuecomment-1427069681
 $env:PYTHONIOENCODING = "utf-8"
 
-$env:HOME = "$env:WINPYDIRBASE\settings"
-
-$env:JUPYTER_DATA_DIR = "$env:HOME"
-
-# keep Variables alive !
-Set-Variable -Name "WINPYDIRBASE" -Value $env:WINPYDIRBASE -Scope Global
-Set-Variable -Name "WINPYDIR" -Value $env:WINPYDIR -Scope Global
-Set-Variable -Name "PYTHON" -Value $env:PYTHON -Scope Global
-Set-Variable -Name "PYTHONIOENCODING" -Value $env:PYTHONIOENCODING -Scope Global
-#Set-Variable -Name "HOME" -Value $env:HOME -Scope Global
-Set-Variable -Name "JUPYTER_DATA_DIR" -Value $env:JUPYTER_DATA_DIR -Scope Global
-
 if (-not $env:PATH.ToLower().Contains(";"+ $env:WINPYDIR.ToLower()+ ";"))  {
   $env:PATH = "$env:WINPYDIR\\Lib\site-packages\PyQt5;$env:WINPYDIR\\;$env:WINPYDIR\\DLLs;$env:WINPYDIR\\Scripts;$env:WINPYDIR\\..\t;$env:WINPYDIR\\..\n;$env:path" }
 
-
 #rem force default pyqt5 kit for Spyder if PyQt5 module is there
 if (Test-Path "$env:WINPYDIR\Lib\site-packages\PyQt5\__init__.py") { $env:QT_API = "pyqt5" } 
 
-# PyQt5 qt.conf creation and winpython.ini creation done via Winpythonini.py (called per env_for_icons.bat for now)
-# Start-Process -FilePath $env:PYTHON -ArgumentList ($env:WINPYDIRBASE + '\scripts\WinPythonIni.py')
 $output = & 'python.exe' ($env:WINPYDIRBASE + '\scripts\WinPythonIni.py')
 $pairs = $output -split '&&'
 $pair = $pair -replace '^(?i)set\s+',''
@@ -74,11 +40,6 @@ foreach ($pair in $pairs) {
     # Unquote a quoted value (single or double quotes)
     if ($value -match '^(["''])(.*)\1$') { $value = $Matches[2] }
 
-    # Basic validation for variable name (optional)
-    if ($name -notmatch '^[a-zA-Z_][a-zA-Z0-9_]*$') {
-        Write-Warning "Variable name '$name' is unusual. Still setting it, but consider sanitizing."
-    }
-
     # Set as a PowerShell global variable
     Set-Variable -Name $name -Value $value -Scope Global -Force
 
@@ -95,18 +56,3 @@ foreach ($pair in $pairs) {
 
     #Write-Host "Set `$${name} = $value"
 }
-
-### Set-WindowSize
-
-Function Set-WindowSize {
-Param([int]$x=$host.ui.rawui.windowsize.width,
-      [int]$y=$host.ui.rawui.windowsize.heigth,
-      [int]$buffer=$host.UI.RawUI.BufferSize.heigth)
-    $buffersize = new-object System.Management.Automation.Host.Size($x,$buffer)
-    $host.UI.RawUI.BufferSize = $buffersize
-    $size = New-Object System.Management.Automation.Host.Size($x,$y)
-    $host.ui.rawui.WindowSize = $size
-}
-# Windows10 yelling at us with 150 40 6000
-# Set-WindowSize 195 40 6000 
-}

From d46a2376a7052f5e3e4a809cfc5f076637eee176 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 1 Jan 2026 19:58:34 +0100
Subject: [PATCH 006/157] WinPython_PS_Prompt.ps1 not using env_for_icons.bat

closer to a DOS-less launcher
---
 .../scripts/WinPython_PS_Prompt.ps1           | 23 +++++++++++++++++--
 .../launchers_final/scripts/cmd_ps.bat        |  2 +-
 2 files changed, 22 insertions(+), 3 deletions(-)

diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index b5a6a2a2..02ccca7c 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -12,12 +12,12 @@ $env:PYTHON = $env:WINPYDIRBASE+ "\python\python.exe"
 $env:PYTHONIOENCODING = "utf-8"
 
 if (-not $env:PATH.ToLower().Contains(";"+ $env:WINPYDIR.ToLower()+ ";"))  {
-  $env:PATH = "$env:WINPYDIR\\Lib\site-packages\PyQt5;$env:WINPYDIR\\;$env:WINPYDIR\\DLLs;$env:WINPYDIR\\Scripts;$env:WINPYDIR\\..\t;$env:WINPYDIR\\..\n;$env:path" }
+  $env:PATH = "$env:WINPYDIR\Lib\site-packages\PyQt5;$env:WINPYDIR\;$env:WINPYDIR\DLLs;$env:WINPYDIR\Scripts;$env:WINPYDIR\..\t;$env:WINPYDIR\..\n;$env:path" }
 
 #rem force default pyqt5 kit for Spyder if PyQt5 module is there
 if (Test-Path "$env:WINPYDIR\Lib\site-packages\PyQt5\__init__.py") { $env:QT_API = "pyqt5" } 
 
-$output = & 'python.exe' ($env:WINPYDIRBASE + '\scripts\WinPythonIni.py')
+$output = & $env:PYTHON ($env:WINPYDIRBASE + '\scripts\WinPythonIni.py')
 $pairs = $output -split '&&'
 $pair = $pair -replace '^(?i)set\s+',''
 foreach ($pair in $pairs) {
@@ -56,3 +56,22 @@ foreach ($pair in $pairs) {
 
     #Write-Host "Set `$${name} = $value"
 }
+
+# directory of the running script (fallback to MyInvocation for older hosts)
+$scriptDir = if ($PSScriptRoot) { $PSScriptRoot } else { Split-Path -Parent $MyInvocation.MyCommand.Definition }
+
+# emulate %__CD% and build scripts\ path
+$envCD = Normalize-DirPath $env:__CD__
+$scriptsPath = if ($envCD) { Join-Path $envCD 'scripts' } else { $null }
+
+# target to change into (environment variable WINPYWORKDIR1)
+$target = $WINPYWORKDIR1
+
+if ($target) {
+    if ($scriptsPath -and $scriptDir -and ($scriptsPath -eq $scriptDir)) {
+        Set-Location -LiteralPath $target
+    }
+    elseif ($envCD -and $scriptDir -and ($envCD -eq $scriptDir)) {
+        Set-Location -LiteralPath $target
+    }
+}
\ No newline at end of file
diff --git a/winpython/portable/launchers_final/scripts/cmd_ps.bat b/winpython/portable/launchers_final/scripts/cmd_ps.bat
index c6fa79a4..67779157 100644
--- a/winpython/portable/launchers_final/scripts/cmd_ps.bat
+++ b/winpython/portable/launchers_final/scripts/cmd_ps.bat
@@ -1,3 +1,3 @@
 @echo off
-call "%~dp0env_for_icons.bat"
+rem call "%~dp0env_for_icons.bat"
 Powershell.exe -Command "& {Start-Process PowerShell.exe -ArgumentList '-ExecutionPolicy RemoteSigned -noexit -File ""%~dp0WinPython_PS_Prompt.ps1""'}"

From 5b037fe305b98fc7e916d74cfede600a195a3682 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 1 Jan 2026 20:11:10 +0100
Subject: [PATCH 007/157] missing change

---
 .../portable/launchers_final/scripts/WinPython_PS_Prompt.ps1    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index 02ccca7c..356de599 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -4,7 +4,7 @@ $env:WINPYDIRBASE = [System.IO.Path]::GetDirectoryName($myInvocation.MyCommand.D
 # get a normalize path
 $env:WINPYDIRBASE = [System.IO.Path]::GetFullPath( $env:WINPYDIRBASE )
 
-$env:WINPYDIR = $env:WINPYDIRBASE+ "\" +$env:WINPYthon_subdirectory_name
+$env:WINPYDIR = $env:WINPYDIRBASE+ "\python" 
 # 2019-08-25 pyjulia needs absolutely a variable PYTHON=%WINPYDIR%python.exe
 $env:PYTHON = $env:WINPYDIRBASE+ "\python\python.exe" 
 

From c2be573057295782bfe683a6c143372bf28611df Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 1 Jan 2026 20:15:34 +0100
Subject: [PATCH 008/157] bug fix

---
 .../portable/launchers_final/scripts/WinPython_PS_Prompt.ps1    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index 356de599..ab69d578 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -61,7 +61,7 @@ foreach ($pair in $pairs) {
 $scriptDir = if ($PSScriptRoot) { $PSScriptRoot } else { Split-Path -Parent $MyInvocation.MyCommand.Definition }
 
 # emulate %__CD% and build scripts\ path
-$envCD = Normalize-DirPath $env:__CD__
+$envCD = $env:__CD__
 $scriptsPath = if ($envCD) { Join-Path $envCD 'scripts' } else { $null }
 
 # target to change into (environment variable WINPYWORKDIR1)

From 188d964f31e69a9d87c87cdbe1d640e2e5ddbd0c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Fri, 2 Jan 2026 17:03:28 +0100
Subject: [PATCH 009/157] simplify further WinPython_PS_Prompt.ps1

---
 .../scripts/WinPython_PS_Prompt.ps1           | 87 ++++++++-----------
 1 file changed, 35 insertions(+), 52 deletions(-)

diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index ab69d578..851346d8 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -1,77 +1,60 @@
 ### WinPython_PS_Prompt.ps1 ###
 
-$env:WINPYDIRBASE = [System.IO.Path]::GetDirectoryName($myInvocation.MyCommand.Definition) + "\.."
-# get a normalize path
-$env:WINPYDIRBASE = [System.IO.Path]::GetFullPath( $env:WINPYDIRBASE )
+# $env:PYTHONIOENCODING = "utf-8"
 
-$env:WINPYDIR = $env:WINPYDIRBASE+ "\python" 
-# 2019-08-25 pyjulia needs absolutely a variable PYTHON=%WINPYDIR%python.exe
-$env:PYTHON = $env:WINPYDIRBASE+ "\python\python.exe" 
+$tmp_dp0 = [System.IO.Path]::GetDirectoryName($myInvocation.MyCommand.Definition)
+$tmp_output = & ([System.IO.Path]::Combine(  $tmp_dp0 , "..",  "python" , "python.exe")) ([System.IO.Path]::Combine($tmp_dp0 , "WinPythonIni.py"))
 
-# rem 2023-02-12 try utf-8 on console
-$env:PYTHONIOENCODING = "utf-8"
-
-if (-not $env:PATH.ToLower().Contains(";"+ $env:WINPYDIR.ToLower()+ ";"))  {
-  $env:PATH = "$env:WINPYDIR\Lib\site-packages\PyQt5;$env:WINPYDIR\;$env:WINPYDIR\DLLs;$env:WINPYDIR\Scripts;$env:WINPYDIR\..\t;$env:WINPYDIR\..\n;$env:path" }
-
-#rem force default pyqt5 kit for Spyder if PyQt5 module is there
-if (Test-Path "$env:WINPYDIR\Lib\site-packages\PyQt5\__init__.py") { $env:QT_API = "pyqt5" } 
-
-$output = & $env:PYTHON ($env:WINPYDIRBASE + '\scripts\WinPythonIni.py')
-$pairs = $output -split '&&'
-$pair = $pair -replace '^(?i)set\s+',''
-foreach ($pair in $pairs) {
-    $pair = $pair.Trim()
-    if ($pair -eq '') { continue }
+foreach ($tmp_pair in ($tmp_output -split '&&')) {
+    $tmp_pair = $tmp_pair.Trim()
+    if ($tmp_pair -eq '') { continue }
 
     # Remove leading "set " (case-insensitive)
-    $pair = $pair -replace '^(?i)set\s+',''
+    $tmp_pair = $tmp_pair -replace '^(?i)set\s+',''
 
     # Find first '=' so values can contain '='
-    $idx = $pair.IndexOf('=')
-    if ($idx -lt 0) {
-        Write-Warning "Skipping invalid pair (no '='): '$pair'"
+    $tmp_idx = $tmp_pair.IndexOf('=')
+    if ($tmp_idx -lt 0) {
+        Write-Warning "Skipping invalid pair (no '='): '$tmp_pair'"
         continue
     }
 
-    $name  = $pair.Substring(0, $idx).Trim()
-    $value = $pair.Substring($idx + 1).Trim()
+    $tmp_name  = $tmp_pair.Substring(0, $tmp_idx).Trim()
+    $tmp_value = $tmp_pair.Substring($tmp_idx + 1).Trim()
 
     # Unquote a quoted value (single or double quotes)
-    if ($value -match '^(["''])(.*)\1$') { $value = $Matches[2] }
+    if ($tmp_value -match '^(["''])(.*)\1$') { $tmp_value = $Matches[2] }
 
     # Set as a PowerShell global variable
-    Set-Variable -Name $name -Value $value -Scope Global -Force
-
-    # Also set as environment variable for child processes
-    $env:name = $value
+    if ($tmp_name -ne "HOME") { Set-Variable -Name $tmp_name -Value $tmp_value }
+    Set-Variable -Name $tmp_name -Value $tmp_value -Scope Global -Force
+    # set as environment variable for child processes
+    Set-Item -Path "Env:\$tmp_name" -Value $tmp_value
+    # Write-Host $tmp_name   " = "  $tmp_value
 
     # If running in GH Actions, also append to GITHUB_ENV so future steps see it
     if ($env:GITHUB_ENV) {
         # Use Add-Content to append "NAME=value" to the GITHUB_ENV file
-        # Escape any newlines in $value to avoid breaking the file format
-        $escapedValue = $value -replace "`n", '%0A' -replace "`r", ''
-        Add-Content -Path $env:GITHUB_ENV -Value "$name=$escapedValue"
+        # Escape any newlines in $tmp_value to avoid breaking the file format
+        $tmp_escapedValue = $tmp_value -replace "`n", '%0A' -replace "`r", ''
+        Add-Content -Path $env:GITHUB_ENV -Value "$tmp_name=$tmp_escapedValue"
     }
 
-    #Write-Host "Set `$${name} = $value"
+    #Write-Host "Set `$${name} = $tmp_value"
 }
 
-# directory of the running script (fallback to MyInvocation for older hosts)
-$scriptDir = if ($PSScriptRoot) { $PSScriptRoot } else { Split-Path -Parent $MyInvocation.MyCommand.Definition }
-
-# emulate %__CD% and build scripts\ path
-$envCD = $env:__CD__
-$scriptsPath = if ($envCD) { Join-Path $envCD 'scripts' } else { $null }
+# emulate %__CD%
+$tmp_envCD = $env:__CD__
+if (($tmp_dp0 -eq $tmp_envCD ) -or ($tmp_dp0 -eq { Join-Path $tmp_envCD 'scripts' }  )) {
+        Set-Location -LiteralPath $WINPYWORKDIR1
+}
 
-# target to change into (environment variable WINPYWORKDIR1)
-$target = $WINPYWORKDIR1
+# Clean-up NameSpace
+rv tmp_pair
+rv tmp_name
+rv tmp_value
+rv tmp_idx
 
-if ($target) {
-    if ($scriptsPath -and $scriptDir -and ($scriptsPath -eq $scriptDir)) {
-        Set-Location -LiteralPath $target
-    }
-    elseif ($envCD -and $scriptDir -and ($envCD -eq $scriptDir)) {
-        Set-Location -LiteralPath $target
-    }
-}
\ No newline at end of file
+rv tmp_dp0
+rv tmp_output
+rv tmp_envCD

From 59c4998b61efc1615ab13977c9a483ea3705fbd8 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Fri, 2 Jan 2026 17:52:50 +0100
Subject: [PATCH 010/157] further simplify WinPython_PS_Prompt.ps1

---
 .../scripts/WinPython_PS_Prompt.ps1             | 17 ++---------------
 1 file changed, 2 insertions(+), 15 deletions(-)

diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index 851346d8..e7cc1331 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -25,22 +25,9 @@ foreach ($tmp_pair in ($tmp_output -split '&&')) {
     # Unquote a quoted value (single or double quotes)
     if ($tmp_value -match '^(["''])(.*)\1$') { $tmp_value = $Matches[2] }
 
-    # Set as a PowerShell global variable
-    if ($tmp_name -ne "HOME") { Set-Variable -Name $tmp_name -Value $tmp_value }
-    Set-Variable -Name $tmp_name -Value $tmp_value -Scope Global -Force
-    # set as environment variable for child processes
+    # set as environment variable for child processes like python
     Set-Item -Path "Env:\$tmp_name" -Value $tmp_value
-    # Write-Host $tmp_name   " = "  $tmp_value
-
-    # If running in GH Actions, also append to GITHUB_ENV so future steps see it
-    if ($env:GITHUB_ENV) {
-        # Use Add-Content to append "NAME=value" to the GITHUB_ENV file
-        # Escape any newlines in $tmp_value to avoid breaking the file format
-        $tmp_escapedValue = $tmp_value -replace "`n", '%0A' -replace "`r", ''
-        Add-Content -Path $env:GITHUB_ENV -Value "$tmp_name=$tmp_escapedValue"
-    }
-
-    #Write-Host "Set `$${name} = $tmp_value"
+    #Write-Host $tmp_name   " = "  $tmp_value
 }
 
 # emulate %__CD%

From d0981d08c5c16881ac460803dd73e541ce906b01 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 3 Jan 2026 11:50:27 +0100
Subject: [PATCH 011/157] a .ps1 launcher....

---
 .../launchers_final/scripts/WinPython_PS_Prompt.ps1      | 9 +++++----
 winpython/portable/launchers_final/scripts/winidle.ps1   | 6 ++++++
 2 files changed, 11 insertions(+), 4 deletions(-)
 create mode 100644 winpython/portable/launchers_final/scripts/winidle.ps1

diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index e7cc1331..48731496 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -3,7 +3,7 @@
 # $env:PYTHONIOENCODING = "utf-8"
 
 $tmp_dp0 = [System.IO.Path]::GetDirectoryName($myInvocation.MyCommand.Definition)
-$tmp_output = & ([System.IO.Path]::Combine(  $tmp_dp0 , "..",  "python" , "python.exe")) ([System.IO.Path]::Combine($tmp_dp0 , "WinPythonIni.py"))
+$tmp_output = & ([System.IO.Path]::Combine(  $tmp_dp0 , "..",  "python" , "python.exe")) ([System.IO.Path]::Combine($tmp_dp0 , "WinPythonIni.py")) $args
 
 foreach ($tmp_pair in ($tmp_output -split '&&')) {
     $tmp_pair = $tmp_pair.Trim()
@@ -31,9 +31,10 @@ foreach ($tmp_pair in ($tmp_output -split '&&')) {
 }
 
 # emulate %__CD%
-$tmp_envCD = $env:__CD__
-if (($tmp_dp0 -eq $tmp_envCD ) -or ($tmp_dp0 -eq { Join-Path $tmp_envCD 'scripts' }  )) {
-        Set-Location -LiteralPath $WINPYWORKDIR1
+$tmp_envCD = $env:__CD__.TrimEnd('\')
+$tmp_envCDscript = ( Join-Path $tmp_envCD 'scripts' )
+if (($tmp_dp0 -eq $tmp_envCD ) -or ($tmp_dp0 -eq ( Join-Path $tmp_envCD 'scripts' )  )) {
+        Set-Location -LiteralPath $env:WINPYWORKDIR1
 }
 
 # Clean-up NameSpace
diff --git a/winpython/portable/launchers_final/scripts/winidle.ps1 b/winpython/portable/launchers_final/scripts/winidle.ps1
new file mode 100644
index 00000000..76c3a272
--- /dev/null
+++ b/winpython/portable/launchers_final/scripts/winidle.ps1
@@ -0,0 +1,6 @@
+# The '.' so variables stay in this session
+. (Join-Path ([System.IO.Path]::GetDirectoryName($myInvocation.MyCommand.Definition)) "WinPython_PS_Prompt.ps1") $Args
+$flatArgs = @("-m", "idlelib") + ($args | ForEach-Object { "`"$_`"" })
+
+#& (Join-Path $env:WINPYDIR "python.exe")  $flatArgs
+Start-Process -FilePath (Join-Path $env:WINPYDIR "pythonw.exe") -ArgumentList $flatArgs -WindowStyle Hidden

From d93b297dd67c3a011ded5edbe8b40524e7c0a044 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 3 Jan 2026 17:59:46 +0100
Subject: [PATCH 012/157] cosmetic

---
 .../github_workflows_build-2026_01.yml        | 23 ++++++++++---------
 .../scripts/WinPython_PS_Prompt.ps1           |  1 -
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index f8024293..000a72e3 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -12,6 +12,13 @@ on:
           - '3.13'
           - '3.14'
           - '3.15'
+env:
+  # === Global Configuration ===
+  WINPYARCH: "64"
+  my_release_level: "b0"
+  dotwheelhouse: dotpython\\wheelhouse\\included.wheels
+  pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
+  pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
 
 jobs:
   build-winpython:
@@ -76,12 +83,6 @@ jobs:
       WINPYFLAVOR: ${{ matrix.flavor.name }}
       PANDOC: ${{ matrix.flavor.PANDOC }}
       WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
-      # constants
-      WINPYARCH: "64"
-      my_release_level: "b0"
-      dotwheelhouse: dotpython\\wheelhouse\\included.wheels
-      pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
-      pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
 
     steps:
       - name: Checkout repository
@@ -240,14 +241,14 @@ jobs:
         shell: pwsh
         run: |
           $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.zip"
-          if ("${{ matrix.flavor.formats['zip'] }}" -eq "true") { Compress-Archive -Path "$env:build_location" -DestinationPath $destfile}
+          if ("${{ matrix.flavor.formats['zip'] }}" -eq "true") { Compress-Archive -Path "$env:build_location" -DestinationPath $destfile }
 
-          $destfile7z = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.7z"
-          if ("${{ matrix.flavor.formats['7z']  }}" -eq "true") { 7z a $destfile7z $env:build_location }
+          $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.7z"
+          if ("${{ matrix.flavor.formats['7z']  }}" -eq "true") { 7z a $destfile $env:build_location }
 
-          $destfileexe = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.exe"
+          $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.exe"
           $SFXModulePath = "C:\Program Files\7-Zip\7z.sfx"
-          if ("${{ matrix.flavor.formats['exe']  }}" -eq "true") { 7z a -t7z -sfx"$SFXModulePath" $destfileexe $env:build_location }
+          if ("${{ matrix.flavor.formats['exe']  }}" -eq "true") { 7z a -t7z -sfx"$SFXModulePath" $destfile $env:build_location }
 
       - name: generate hashes wppm style
         if: env.WINPYREQUIREMENTS != ''
diff --git a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1 b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
index 48731496..5bb9f230 100644
--- a/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
+++ b/winpython/portable/launchers_final/scripts/WinPython_PS_Prompt.ps1
@@ -32,7 +32,6 @@ foreach ($tmp_pair in ($tmp_output -split '&&')) {
 
 # emulate %__CD%
 $tmp_envCD = $env:__CD__.TrimEnd('\')
-$tmp_envCDscript = ( Join-Path $tmp_envCD 'scripts' )
 if (($tmp_dp0 -eq $tmp_envCD ) -or ($tmp_dp0 -eq ( Join-Path $tmp_envCD 'scripts' )  )) {
         Set-Location -LiteralPath $env:WINPYWORKDIR1
 }

From 8abb19e291a533bcc78a0ef3be782175f2b17997 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 3 Jan 2026 18:27:45 +0100
Subject: [PATCH 013/157] separate-out publication logic

---
 .github/actions/publish-winpython/action.yml  | 89 +++++++++++++++++++
 .../github_workflows_build-2026_01.yml        | 69 +++-----------
 2 files changed, 102 insertions(+), 56 deletions(-)
 create mode 100644 .github/actions/publish-winpython/action.yml

diff --git a/.github/actions/publish-winpython/action.yml b/.github/actions/publish-winpython/action.yml
new file mode 100644
index 00000000..80442280
--- /dev/null
+++ b/.github/actions/publish-winpython/action.yml
@@ -0,0 +1,89 @@
+name: 'WinPython Publish Action'
+description: 'Generates metadata, pylock files, compresses artifacts, and calculates hashes'
+
+inputs:
+  build_location:
+    required: true
+    description: 'Path to the build folder'
+  winpy_flavor:
+    required: true
+  winpy_arch:
+    required: true
+  winpy_ver:
+    required: true
+  winpy_ver2:
+    required: true
+  dotwheelhouse:
+    required: true
+  winpy_requirements_whl:
+    required: false
+    default: ""
+  format_zip:
+    required: true
+  format_7z:
+    required: true
+  format_exe:
+    required: true
+
+runs:
+  using: "composite"
+  steps:
+    - name: Generate Metadata and Pylock
+      shell: pwsh
+      run: |
+        mkdir -Force publish_output
+        $env:PYTHONIOENCODING="utf-8"
+        $pythonExe = Join-Path "${{ inputs.build_location }}" "python\python.exe"
+
+        # Markdown Metadata
+        $destfile_md = "publish_output\WinPython${{ inputs.winpy_flavor }}-${{ inputs.winpy_arch }}bit-${{ inputs.winpy_ver2 }}.md" 
+        & $pythonExe -m wppm -md | Out-File -FilePath $destfile_md -Encoding utf8
+        gc $destfile_md
+
+        # Pylock and Requirements
+        & $pythonExe -m pip freeze | Out-File -FilePath dotpython\freeze.txt
+        $verClean = "${{ inputs.winpy_ver }}" -replace '\.', '_'
+        $destfile_pylock = "publish_output\pylock.${{ inputs.winpy_arch }}-$verClean.toml"
+        & $pythonExe -m pip lock --no-deps --find-links="${{ inputs.dotwheelhouse }}" -r dotpython\freeze.txt -o $destfile_pylock
+
+        $outreq = "publish_output\requir.${{ inputs.winpy_arch }}-$verClean.txt"
+        & $pythonExe -X utf8 -c "from wppm import wheelhouse as wh; wh.pylock_to_req(r'$destfile_pylock', r'$outreq')"
+
+        # Handle Optional Wheelhouse
+        if ("${{ inputs.winpy_requirements_whl }}" -ne "") {
+            $destfile_pylockwheel = "publish_output\pylock.${{ inputs.winpy_arch }}-${verClean}_wheels.toml"
+            & $pythonExe -m pip lock --no-deps --require-hashes -r "${{ inputs.winpy_requirements_whl }}" -o $destfile_pylockwheel
+
+            $outreqwheel = "publish_output\requir.${{ inputs.winpy_arch }}-${verClean}_wheels.txt"
+            & $pythonExe -X utf8 -c "from wppm import wheelhouse as wh; wh.pylock_to_req(r'$destfile_pylockwheel', r'$outreqwheel')"
+            
+            $whPath = Join-Path "${{ inputs.build_location }}" "wheelhouse"
+            Copy-Item -Path $outreqwheel -Destination $whPath -Force
+            Copy-Item -Path $destfile_pylockwheel -Destination $whPath -Force
+        }
+
+    - name: Compress Build
+      shell: pwsh
+      run: |
+        $baseName = "publish_output\WinPython${{ inputs.winpy_arch }}-${{ inputs.winpy_ver }}"
+        
+        if ("${{ inputs.format_zip }}" -eq "true") { 
+            Compress-Archive -Path "${{ inputs.build_location }}" -DestinationPath "$baseName.zip" -Force
+        }
+        if ("${{ inputs.format_7z }}" -eq "true") { 
+            7z a "$baseName.7z" "${{ inputs.build_location }}"
+        }
+        if ("${{ inputs.format_exe }}" -eq "true") { 
+            $SFXModulePath = "C:\Program Files\7-Zip\7z.sfx"
+            7z a -t7z -sfx"$SFXModulePath" "$baseName.exe" "${{ inputs.build_location }}"
+        }
+
+    - name: Generate Hashes
+      shell: pwsh
+      run: |
+        $pythonExe = Join-Path "${{ inputs.build_location }}" "python\python.exe"
+        $DESTFILE = "./publish_output/hashes.md"
+        $filesToHash = Get-ChildItem -Path ".\publish_output\*64*.*"
+        & $pythonExe -c "import sys;from wppm import hash; hash.print_hashes(sys.argv[1:])" @($filesToHash.FullName) | Out-File -FilePath $DESTFILE
+        gc $DESTFILE
+        
\ No newline at end of file
diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 000a72e3..f70e8aa6 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -203,63 +203,20 @@ jobs:
         run: |
           & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS
 
-      - name: Generate Markdown content and pylock file
+      - name: Generate Assets and Hashes
         if: env.WINPYREQUIREMENTS != ''
-        shell: pwsh
-        run: |
-          mkdir publish_output
-
-          # Ensure unicode for wppm output
-          $env:PYTHONIOENCODING="utf-8"
-
-          $destfile_md = "publish_output\WinPython$env:WINPYFLAVOR-$($env:WINPYARCH)bit-$env:WINPYVER2.md" 
-          & "$env:build_location\python\python.exe" -m wppm -md | Out-File -FilePath $destfile_md -Encoding utf8 
-
-          gc $destfile_md
-
-          & "$env:build_location\python\python.exe" -m pip freeze | Out-File -FilePath  dotpython\freeze.txt
-          $destfile_pylock = "publish_output\pylock.$env:WINPYARCH-$($env:WINPYVER -replace '\.', '_').toml"
-          & "$env:build_location\python\python.exe" -m pip lock --no-deps --find-links=$env:dotwheelhouse -r dotpython\freeze.txt -o $destfile_pylock
-
-          $outreq = "publish_output\requir.$env:WINPYARCH-$($env:WINPYVER -replace '\.', '_').txt"
-          & "$env:build_location\python\python.exe" -X utf8 -c "from wppm import wheelhouse as wh; wh.pylock_to_req(r'$destfile_pylock', r'$outreq')"
-
-          if ($env:WINPYREQUIREMENTSwhl -eq "") {
-              Write-Output "No additional wheelhouse requirements."
-          } else {
-          $destfile_pylockwheel = "publish_output\pylock.$env:WINPYARCH-$($env:WINPYVER -replace '\.', '_')_wheels.toml"
-          & "$env:build_location\python\python.exe" -m pip lock --no-deps --require-hashes -r $env:WINPYREQUIREMENTSwhl -o $destfile_pylockwheel
-
-          $outreqwheel = "publish_output\requir.$env:WINPYARCH-$($env:WINPYVER -replace '\.', '_')_wheels.txt"
-          & "$env:build_location\python\python.exe" -X utf8 -c "from wppm import wheelhouse as wh; wh.pylock_to_req(r'$destfile_pylockwheel', r'$outreqwheel')"
-          Copy-Item -Path $outreqwheel -Destination (Join-Path  $env:build_location "wheelhouse") -Force         
-          Copy-Item -Path $destfile_pylockwheel -Destination (Join-Path  $env:build_location "wheelhouse") -Force         
-          }
-
-      - name: compress the result (zip / 7z / self-extracting.exe)
-        if: env.WINPYREQUIREMENTS != ''
-        shell: pwsh
-        run: |
-          $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.zip"
-          if ("${{ matrix.flavor.formats['zip'] }}" -eq "true") { Compress-Archive -Path "$env:build_location" -DestinationPath $destfile }
-
-          $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.7z"
-          if ("${{ matrix.flavor.formats['7z']  }}" -eq "true") { 7z a $destfile $env:build_location }
-
-          $destfile = "publish_output\WinPython$env:WINPYARCH-$env:WINPYVER.exe"
-          $SFXModulePath = "C:\Program Files\7-Zip\7z.sfx"
-          if ("${{ matrix.flavor.formats['exe']  }}" -eq "true") { 7z a -t7z -sfx"$SFXModulePath" $destfile $env:build_location }
-
-      - name: generate hashes wppm style
-        if: env.WINPYREQUIREMENTS != ''
-        shell: pwsh
-        run: |
-          $DESTFILE="./publish_output/hashes.md" 
-          Get-ChildItem -Path ".\publish_output\*.*"
-          # Get the list of files matching the pattern and pass them as arguments
-          $filesToHash = Get-ChildItem -Path ".\publish_output\*64*.*"
-          & "$env:build_location\python\python.exe" -c "import sys;from wppm import hash; hash.print_hashes(sys.argv[1:])" @($filesToHash.FullName) | Out-File -FilePath $DESTFILE
-          gc $DESTFILE
+        uses: ./.github/actions/publish-winpython
+        with:
+          build_location: ${{ env.build_location }}
+          winpy_flavor: ${{ env.WINPYFLAVOR }}
+          winpy_arch: ${{ env.WINPYARCH }}
+          winpy_ver: ${{ env.WINPYVER }}
+          winpy_ver2: ${{ env.WINPYVER2 }}
+          dotwheelhouse: ${{ env.dotwheelhouse }}
+          winpy_requirements_whl: ${{ env.WINPYREQUIREMENTSwhl }}
+          format_zip: ${{ matrix.flavor.formats.zip }}
+          format_7z: ${{ matrix.flavor.formats.7z }}
+          format_exe: ${{ matrix.flavor.formats.exe }}
 
       - name: Upload artifacts
         if: env.WINPYREQUIREMENTS != ''

From 78d5ff8023b22fd88ce5374bd025af0280920782 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 3 Jan 2026 18:34:16 +0100
Subject: [PATCH 014/157] usual gemini error fix

---
 .github/workflows/github_workflows_build-2026_01.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index f70e8aa6..710c6c8f 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -215,7 +215,7 @@ jobs:
           dotwheelhouse: ${{ env.dotwheelhouse }}
           winpy_requirements_whl: ${{ env.WINPYREQUIREMENTSwhl }}
           format_zip: ${{ matrix.flavor.formats.zip }}
-          format_7z: ${{ matrix.flavor.formats.7z }}
+          format_7z: ${{ matrix.flavor.formats['7z'] }}
           format_exe: ${{ matrix.flavor.formats.exe }}
 
       - name: Upload artifacts

From 556f1de9f0c504478007e87af8922a637219a914 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 3 Jan 2026 19:17:19 +0100
Subject: [PATCH 015/157] move env.ini into the publish-winpython action

---
 .github/actions/publish-winpython/action.yml   | 18 +++++++++++++++++-
 .../github_workflows_build-2026_01.yml         | 13 -------------
 2 files changed, 17 insertions(+), 14 deletions(-)

diff --git a/.github/actions/publish-winpython/action.yml b/.github/actions/publish-winpython/action.yml
index 80442280..b618e3b9 100644
--- a/.github/actions/publish-winpython/action.yml
+++ b/.github/actions/publish-winpython/action.yml
@@ -1,5 +1,5 @@
 name: 'WinPython Publish Action'
-description: 'Generates metadata, pylock files, compresses artifacts, and calculates hashes'
+description: 'Generates env.ini, metadata, pylock files, compresses artifacts, and calculates hashes'
 
 inputs:
   build_location:
@@ -28,6 +28,22 @@ inputs:
 runs:
   using: "composite"
   steps:
+    - name: Write env.ini file
+      shell: pwsh
+      run: |
+        $destDir = Join-Path "${{ inputs.build_location }}" "scripts"
+        if (!(Test-Path $destDir)) { mkdir -Force $destDir }
+        
+        # Create the ini content
+        $iniContent = @(
+            "WINPYVER=${{ inputs.winpy_ver }}"
+            "WINPYVER2=${{ inputs.winpy_ver2 }}"
+            "WINPYFLAVOR=${{ inputs.winpy_flavor }}"
+            "WINPYARCH=${{ inputs.winpy_arch }}"
+        )
+        $iniContent | Out-File -FilePath "env.ini" -Encoding ascii
+        Copy-Item -Path "env.ini" -Destination "$destDir\env.ini" -Force
+
     - name: Generate Metadata and Pylock
       shell: pwsh
       run: |
diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 710c6c8f..c6399e2e 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -172,19 +172,6 @@ jobs:
           & "$env:build_location\python\python.exe" -m pip install --upgrade packaging==25.0
           & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
 
-      - name: Write env.ini file
-        if: env.WINPYREQUIREMENTS != ''
-        shell: pwsh
-        run: |
-          $destDir = "$env:build_location\scripts"
-          echo "WINPYthon_exe=$env:WINPYthon_exe" > env.ini
-          echo "WINPYthon_subdirectory_name=$env:WINPYthon_subdirectory_name" >> env.ini
-          echo "WINPYVER=$env:WINPYVER" >> env.ini
-          echo "WINPYVER2=$env:WINPYVER2" >> env.ini
-          echo "WINPYFLAVOR=$env:WINPYFLAVOR" >> env.ini
-          echo "WINPYARCH=$env:WINPYARCH" >> env.ini
-          Copy-Item -Path "env.ini" -Destination "$destDir\env.ini"
-
       - name: Download requirements to $env:dotwheelhouse
         if: env.WINPYREQUIREMENTS != ''
         shell: pwsh

From 36952948bc5d2699ce00c4307f77162bf80e0799 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 3 Jan 2026 20:26:22 +0100
Subject: [PATCH 016/157] small compaction, as all AIs suggest it

---
 .../workflows/github_workflows_build-2026_01.yml | 16 +++++++---------
 1 file changed, 7 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index c6399e2e..0035f774 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -172,17 +172,15 @@ jobs:
           & "$env:build_location\python\python.exe" -m pip install --upgrade packaging==25.0
           & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
 
-      - name: Download requirements to $env:dotwheelhouse
-        if: env.WINPYREQUIREMENTS != ''
-        shell: pwsh
-        run: |
-          & "$env:build_location\python\python.exe" -m pip download --dest $env:dotwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTS
-
-      - name: Download requirements to $env:dotwheelhouse
-        if: env.WINPYREQUIREMENTSwhl != ''
+      - name: Download all requirements
+        if: ${{ env.WINPYREQUIREMENTS != '' }}
         shell: pwsh
         run: |
-          & "$env:build_location\python\python.exe" -m pip download --dest $env:destwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTSwhl
+          $py = "$env:build_location\python\python.exe"
+          & $py -m pip download --dest $env:dotwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTS
+          if ($env:WINPYREQUIREMENTSwhl -ne '') {
+              & $py -m pip download --dest $env:destwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTSwhl
+          }
 
       - name: Install requirements
         if: env.WINPYREQUIREMENTS != ''

From 1a70240e24f1ae9323a753999071bc6e1af8c8a3 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 11:02:27 +0100
Subject: [PATCH 017/157] less code, more parameters

---
 .../github_workflows_build-2026_01.yml        | 82 +++++++++----------
 1 file changed, 41 insertions(+), 41 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 0035f774..b4b887df 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -3,14 +3,15 @@ name: Build WinPython for 2026-01 Cycle
 on:
   workflow_dispatch:
     inputs:
-      python_version:
-        description: 'Python version to build (3.13, 3.14 or 3.15)'
+      python_versionf:
+        description: 'Python version to build (3.13, 3.14, 3.14F or 3.15)'
         required: true
         default: '3.14'
         type: choice
         options:
           - '3.13'
           - '3.14'
+          - '3.14F'
           - '3.15'
 env:
   # === Global Configuration ===
@@ -77,12 +78,43 @@ jobs:
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
+        # use the workflow input as the python_version matrix (single value)
+        python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
+        include:
+          # Configuration for 3.13
+          - python_versionf: "3.13"
+            ver2: "3.13.11.1"
+            v_tag: "3_13_11_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+            sha: "d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3"
+          # Configuration for 3.14 (Standard)
+          - python_versionf: "3.14"
+            ver2: "3.14.2.1"
+            v_tag: "3_14_2_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+            sha: "512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4"
+          # Configuration for 3.14 (Free-threading override of flavor)
+          - python_versionf: "3.14F"
+            ver2: "3.14.2.1"
+            v_tag: "3_14_2_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst"
+            sha: "536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61"
+          # Configuration for 3.15
+          - python_versionf: "3.15"
+            ver2: "3.15.0.1"
+            v_tag: "3_15_0_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+            sha: "4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7"
 
     env:
-      PYTHON_VERSION: ${{ github.event.inputs.python_version }}
+      PYTHON_VERSIONF: ${{ github.event.inputs.python_versionf }}
+      PYTHON_VERSION: ${{ replace(matrix.python_versionf, 'F', '') }}
+      detected_arch: ${{ contains(matrix.python_versionf, 'F') && '64F' || '64' }}
       WINPYFLAVOR: ${{ matrix.flavor.name }}
       PANDOC: ${{ matrix.flavor.PANDOC }}
       WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
+      WINPYVER2: ${{ matrix.ver2 }}
+      build_location: WPy64-${{ replace(matrix.ver2, '.', '') }}
 
     steps:
       - name: Checkout repository
@@ -93,6 +125,8 @@ jobs:
         run: |
           PYTHON_VERSION="${{ env.PYTHON_VERSION }}"
           WINPYARCHDET="${{ env.WINPYARCHDET }}"
+          detected_arch="${{ env.detected_arch }}"
+          WINPYVER2="${{ env.WINPYVER2 }}"
           
           WINPYVERSION=${PYTHON_VERSION//./}
           echo "WINPYVERSION=$WINPYVERSION" >> $GITHUB_ENV
@@ -101,59 +135,25 @@ jobs:
           if [ "$PYTHON_VERSION" = "3.13" ]; then
             echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
             echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
-            WINPYVER2="3.13.11.1"
-          elif [ "$PYTHON_VERSION" = "3.14" ]; then
+          elif [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "$detected_arch" ]; then
             echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_314 }}" >> $GITHUB_ENV
             echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_314 }}" >> $GITHUB_ENV
-            WINPYVER2="3.14.2.1"
           elif [ "$PYTHON_VERSION" = "3.15" ]; then
             echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
             echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
-            WINPYVER2="3.15.0.1"
           fi
 
-          #direct inference
-          CLEAN_VER=${WINPYVER2//./}
-          BUILD_LOCATION="WPy64-$CLEAN_VER"
-
           # write common flavor env vars
-          echo "WINPYVER2=$WINPYVER2" >> $GITHUB_ENV
           echo "ARTIFACT_NAME=publish_${PYTHON_VERSION}${{ matrix.flavor.name }}" >> $GITHUB_ENV
-          echo "build_location=$BUILD_LOCATION" >> $GITHUB_ENV
-          echo "destwheelhouse=${BUILD_LOCATION}\\wheelhouse\\included.wheels" >> $GITHUB_ENV
+          echo "destwheelhouse=${{ env.build_location }}\\wheelhouse\\included.wheels" >> $GITHUB_ENV
           echo "WINPYVER=${WINPYVER2}${{ matrix.flavor.name }}${{ env.my_release_level }}" >> $GITHUB_ENV
 
-          # Centralized mapping of python binaries and SHAs by version and arch.
-          # 3.13 x64 (GIL)
-          if [ "$PYTHON_VERSION" = "3.13" ] && [ "$WINPYARCHDET" = "64" ]; then
-            echo "python_source=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_ENV
-            echo "python_sha256=d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3" >> $GITHUB_ENV
-          fi
-
-          # 3.14 x64 (GIL)
-          if [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "64" ]; then
-            echo "python_source=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_ENV
-            echo "python_sha256=512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4" >> $GITHUB_ENV
-          fi
-
-          # 3.14 X64 (free-threading)
-          if [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "64F" ]; then
-            echo "python_source=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst" >> $GITHUB_ENV
-            echo "python_sha256=536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61" >> $GITHUB_ENV
-          fi
-
-          # 3.15 X64 (GIL)
-          if [ "$PYTHON_VERSION" = "3.15" ] && [ "$WINPYARCHDET" = "64" ]; then
-            echo "python_source=https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_ENV
-            echo "python_sha256=4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7" >> $GITHUB_ENV
-          fi
-
       - name: Download, verify and extract python standalone
         if: env.WINPYREQUIREMENTS != ''
         uses: ./.github/actions/python-setup
         with:
-          python_source: ${{ env.python_source }}
-          python_sha256: ${{ env.python_sha256 }}
+          python_source: ${{ matrix.src }}
+          python_sha256: ${{ matrix.sha }}
           build_location: ${{ env.build_location }}
     
       - name: Download, checking hash and integrating pandoc binary

From fff51e8d045d83538315fa379f63cbbf465d3e20 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 11:06:05 +0100
Subject: [PATCH 018/157] fix

---
 .github/workflows/github_workflows_build-2026_01.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index b4b887df..3661c61c 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -78,7 +78,6 @@ jobs:
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
-        # use the workflow input as the python_version matrix (single value)
         python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
         include:
           # Configuration for 3.13

From 6a6b76f30ee2065e1a6bb1634c4d76a3744071e6 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 11:26:57 +0100
Subject: [PATCH 019/157] retry

---
 .../github_workflows_build-2026_01.yml         | 18 +++++++++++++-----
 1 file changed, 13 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 3661c61c..46243ea3 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -78,6 +78,7 @@ jobs:
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
+        # Use the workflow input as the single python_versionf matrix value
         python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
         include:
           # Configuration for 3.13
@@ -107,13 +108,10 @@ jobs:
 
     env:
       PYTHON_VERSIONF: ${{ github.event.inputs.python_versionf }}
-      PYTHON_VERSION: ${{ replace(matrix.python_versionf, 'F', '') }}
-      detected_arch: ${{ contains(matrix.python_versionf, 'F') && '64F' || '64' }}
       WINPYFLAVOR: ${{ matrix.flavor.name }}
       PANDOC: ${{ matrix.flavor.PANDOC }}
       WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
       WINPYVER2: ${{ matrix.ver2 }}
-      build_location: WPy64-${{ replace(matrix.ver2, '.', '') }}
 
     steps:
       - name: Checkout repository
@@ -124,12 +122,22 @@ jobs:
         run: |
           PYTHON_VERSION="${{ env.PYTHON_VERSION }}"
           WINPYARCHDET="${{ env.WINPYARCHDET }}"
-          detected_arch="${{ env.detected_arch }}"
+          # Compute detected arch from the input (3.14F -> 64F)
+          detected_arch="64"
+          if [[ "$PYTHON_VERSIONF" == *F ]]; then
+            detected_arch="64F"
+          fi
           WINPYVER2="${{ env.WINPYVER2 }}"
+
+          PYTHON_VERSION="${PYTHON_VERSIONF%F}"   # remove trailing F if present
+          echo "PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
           
           WINPYVERSION=${PYTHON_VERSION//./}
           echo "WINPYVERSION=$WINPYVERSION" >> $GITHUB_ENV
 
+          BUILD_LOCATION="WPy64-${WINPYVER2//./}"
+          echo "build_location=$BUILD_LOCATION" >> $GITHUB_ENV
+
           # Populate generic per-flavor / per-version selections
           if [ "$PYTHON_VERSION" = "3.13" ]; then
             echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
@@ -144,7 +152,7 @@ jobs:
 
           # write common flavor env vars
           echo "ARTIFACT_NAME=publish_${PYTHON_VERSION}${{ matrix.flavor.name }}" >> $GITHUB_ENV
-          echo "destwheelhouse=${{ env.build_location }}\\wheelhouse\\included.wheels" >> $GITHUB_ENV
+          echo "destwheelhouse=${BUILD_LOCATION}\\wheelhouse\\included.wheels" >> $GITHUB_ENV
           echo "WINPYVER=${WINPYVER2}${{ matrix.flavor.name }}${{ env.my_release_level }}" >> $GITHUB_ENV
 
       - name: Download, verify and extract python standalone

From 3e0d32d6981645536c805850b0fe4b5015401670 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 11:38:47 +0100
Subject: [PATCH 020/157] indentation ?

---
 .../github_workflows_build-2026_01.yml        | 54 +++++++++----------
 1 file changed, 27 insertions(+), 27 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 46243ea3..db4e8558 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -78,33 +78,33 @@ jobs:
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
-        # Use the workflow input as the single python_versionf matrix value
-        python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
-        include:
-          # Configuration for 3.13
-          - python_versionf: "3.13"
-            ver2: "3.13.11.1"
-            v_tag: "3_13_11_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-            sha: "d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3"
-          # Configuration for 3.14 (Standard)
-          - python_versionf: "3.14"
-            ver2: "3.14.2.1"
-            v_tag: "3_14_2_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-            sha: "512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4"
-          # Configuration for 3.14 (Free-threading override of flavor)
-          - python_versionf: "3.14F"
-            ver2: "3.14.2.1"
-            v_tag: "3_14_2_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst"
-            sha: "536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61"
-          # Configuration for 3.15
-          - python_versionf: "3.15"
-            ver2: "3.15.0.1"
-            v_tag: "3_15_0_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-            sha: "4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7"
+      # Use the workflow input as the single python_versionf matrix value
+      python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
+      include:
+        # Configuration for 3.13
+        - python_versionf: "3.13"
+          ver2: "3.13.11.1"
+          v_tag: "3_13_11_"
+          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+          sha: "d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3"
+        # Configuration for 3.14 (Standard)
+        - python_versionf: "3.14"
+          ver2: "3.14.2.1"
+          v_tag: "3_14_2_"
+          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+          sha: "512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4"
+        # Configuration for 3.14 (Free-threading override of flavor)
+        - python_versionf: "3.14F"
+          ver2: "3.14.2.1"
+          v_tag: "3_14_2_"
+          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst"
+          sha: "536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61"
+        # Configuration for 3.15
+        - python_versionf: "3.15"
+          ver2: "3.15.0.1"
+          v_tag: "3_15_0_"
+          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+          sha: "4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7"
 
     env:
       PYTHON_VERSIONF: ${{ github.event.inputs.python_versionf }}

From c73408fa85ce5db0a47c0ff5377da017f7ec6f38 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 12:12:50 +0100
Subject: [PATCH 021/157] retry

---
 .../github_workflows_build-2026_01.yml        | 91 ++++++++++---------
 1 file changed, 49 insertions(+), 42 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index db4e8558..c9db238c 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -13,11 +13,12 @@ on:
           - '3.14'
           - '3.14F'
           - '3.15'
+
 env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_release_level: "b0"
-  dotwheelhouse: dotpython\\wheelhouse\\included.wheels
+  dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
 
@@ -78,36 +79,37 @@ jobs:
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
-      # Use the workflow input as the single python_versionf matrix value
-      python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
-      include:
-        # Configuration for 3.13
-        - python_versionf: "3.13"
-          ver2: "3.13.11.1"
-          v_tag: "3_13_11_"
-          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-          sha: "d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3"
-        # Configuration for 3.14 (Standard)
-        - python_versionf: "3.14"
-          ver2: "3.14.2.1"
-          v_tag: "3_14_2_"
-          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-          sha: "512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4"
-        # Configuration for 3.14 (Free-threading override of flavor)
-        - python_versionf: "3.14F"
-          ver2: "3.14.2.1"
-          v_tag: "3_14_2_"
-          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst"
-          sha: "536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61"
-        # Configuration for 3.15
-        - python_versionf: "3.15"
-          ver2: "3.15.0.1"
-          v_tag: "3_15_0_"
-          src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-          sha: "4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7"
+        # Use the workflow input as the single python_versionf matrix value
+        python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
+        include:
+          # Configuration for 3.13
+          - python_versionf: "3.13"
+            ver2: "3.13.11.1"
+            v_tag: "3_13_11_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+            sha: "d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3"
+          # Configuration for 3.14 (Standard)
+          - python_versionf: "3.14"
+            ver2: "3.14.2.1"
+            v_tag: "3_14_2_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+            sha: "512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4"
+          # Configuration for 3.14F (Free-threading)
+          - python_versionf: "3.14F"
+            ver2: "3.14.2.1"
+            v_tag: "3_14_2_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst"
+            sha: "536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61"
+          # Configuration for 3.15
+          - python_versionf: "3.15"
+            ver2: "3.15.0.1"
+            v_tag: "3_15_0_"
+            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+            sha: "4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7"
 
+    # Keep job env minimal: avoid complex expression functions here (compute them in a step)
     env:
-      PYTHON_VERSIONF: ${{ github.event.inputs.python_versionf }}
+      PYTHON_VERSIONF: ${{ matrix.python_versionf }}
       WINPYFLAVOR: ${{ matrix.flavor.name }}
       PANDOC: ${{ matrix.flavor.PANDOC }}
       WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
@@ -119,26 +121,28 @@ jobs:
 
       - name: Set static and matrix variables based on selected Python version
         shell: bash
+        env:
+          # pass the relevant matrix/job env values into the step
+          PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
+          WINPYARCHDET: ${{ env.WINPYARCHDET }}
+          WINPYVER2: ${{ env.WINPYVER2 }}
+          FLAVOR_NAME: ${{ matrix.flavor.name }}
         run: |
-          PYTHON_VERSION="${{ env.PYTHON_VERSION }}"
-          WINPYARCHDET="${{ env.WINPYARCHDET }}"
+          PYTHON_VERSION="${PYTHON_VERSIONF%F}"   # remove trailing F if present
+          echo "PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
+
           # Compute detected arch from the input (3.14F -> 64F)
           detected_arch="64"
           if [[ "$PYTHON_VERSIONF" == *F ]]; then
             detected_arch="64F"
           fi
-          WINPYVER2="${{ env.WINPYVER2 }}"
-
-          PYTHON_VERSION="${PYTHON_VERSIONF%F}"   # remove trailing F if present
-          echo "PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
-          
-          WINPYVERSION=${PYTHON_VERSION//./}
-          echo "WINPYVERSION=$WINPYVERSION" >> $GITHUB_ENV
 
+          # compute build_location from WINPYVER2 (remove dots)
+          WINPYVER2="${WINPYVER2:-}"
           BUILD_LOCATION="WPy64-${WINPYVER2//./}"
           echo "build_location=$BUILD_LOCATION" >> $GITHUB_ENV
 
-          # Populate generic per-flavor / per-version selections
+          # Populate generic per-flavor / per-version selections using matrix-expanded values
           if [ "$PYTHON_VERSION" = "3.13" ]; then
             echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
             echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
@@ -150,10 +154,13 @@ jobs:
             echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
           fi
 
-          # write common flavor env vars
-          echo "ARTIFACT_NAME=publish_${PYTHON_VERSION}${{ matrix.flavor.name }}" >> $GITHUB_ENV
+          # write common flavor env vars derived here rather than in the job env block
+          ARTIFACT_NAME="publish_${PYTHON_VERSION}${FLAVOR_NAME}"
+          echo "ARTIFACT_NAME=$ARTIFACT_NAME" >> $GITHUB_ENV
+
           echo "destwheelhouse=${BUILD_LOCATION}\\wheelhouse\\included.wheels" >> $GITHUB_ENV
-          echo "WINPYVER=${WINPYVER2}${{ matrix.flavor.name }}${{ env.my_release_level }}" >> $GITHUB_ENV
+          WINPYVER="${WINPYVER2}${FLAVOR_NAME}${{ env.my_release_level }}"
+          echo "WINPYVER=$WINPYVER" >> $GITHUB_ENV
 
       - name: Download, verify and extract python standalone
         if: env.WINPYREQUIREMENTS != ''

From 46c888d20bff23c3cfe1379d8cd3f5026ef2e0d5 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 14:34:19 +0100
Subject: [PATCH 022/157] claude repair

---
 .../github_workflows_build-2026_01.yml        | 76 ++++++++++---------
 1 file changed, 40 insertions(+), 36 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index c9db238c..42ada606 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -79,53 +79,54 @@ jobs:
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
-        # Use the workflow input as the single python_versionf matrix value
-        python_versionf: [ ${{ github.event.inputs.python_versionf }} ]
-        include:
-          # Configuration for 3.13
-          - python_versionf: "3.13"
-            ver2: "3.13.11.1"
-            v_tag: "3_13_11_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-            sha: "d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3"
-          # Configuration for 3.14 (Standard)
-          - python_versionf: "3.14"
-            ver2: "3.14.2.1"
-            v_tag: "3_14_2_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-            sha: "512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4"
-          # Configuration for 3.14F (Free-threading)
-          - python_versionf: "3.14F"
-            ver2: "3.14.2.1"
-            v_tag: "3_14_2_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst"
-            sha: "536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61"
-          # Configuration for 3.15
-          - python_versionf: "3.15"
-            ver2: "3.15.0.1"
-            v_tag: "3_15_0_"
-            src: "https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
-            sha: "4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7"
-
-    # Keep job env minimal: avoid complex expression functions here (compute them in a step)
+
     env:
-      PYTHON_VERSIONF: ${{ matrix.python_versionf }}
+      PYTHON_VERSIONF: ${{ github.event.inputs.python_versionf }}
       WINPYFLAVOR: ${{ matrix.flavor.name }}
       PANDOC: ${{ matrix.flavor.PANDOC }}
       WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
-      WINPYVER2: ${{ matrix.ver2 }}
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
+      - name: Set Python version configuration
+        id: python_config
+        shell: bash
+        run: |
+          case "${{ github.event.inputs.python_versionf }}" in
+            "3.13")
+              echo "ver2=3.13.11.1" >> $GITHUB_OUTPUT
+              echo "v_tag=3_13_11_" >> $GITHUB_OUTPUT
+              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
+              echo "sha=d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3" >> $GITHUB_OUTPUT
+              ;;
+            "3.14")
+              echo "ver2=3.14.2.1" >> $GITHUB_OUTPUT
+              echo "v_tag=3_14_2_" >> $GITHUB_OUTPUT
+              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
+              echo "sha=512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4" >> $GITHUB_OUTPUT
+              ;;
+            "3.14F")
+              echo "ver2=3.14.2.1" >> $GITHUB_OUTPUT
+              echo "v_tag=3_14_2_" >> $GITHUB_OUTPUT
+              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst" >> $GITHUB_OUTPUT
+              echo "sha=536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61" >> $GITHUB_OUTPUT
+              ;;
+            "3.15")
+              echo "ver2=3.15.0.1" >> $GITHUB_OUTPUT
+              echo "v_tag=3_15_0_" >> $GITHUB_OUTPUT
+              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
+              echo "sha=4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7" >> $GITHUB_OUTPUT
+              ;;
+          esac
+
       - name: Set static and matrix variables based on selected Python version
         shell: bash
         env:
-          # pass the relevant matrix/job env values into the step
           PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
           WINPYARCHDET: ${{ env.WINPYARCHDET }}
-          WINPYVER2: ${{ env.WINPYVER2 }}
+          WINPYVER2: ${{ steps.python_config.outputs.ver2 }}
           FLAVOR_NAME: ${{ matrix.flavor.name }}
         run: |
           PYTHON_VERSION="${PYTHON_VERSIONF%F}"   # remove trailing F if present
@@ -162,12 +163,15 @@ jobs:
           WINPYVER="${WINPYVER2}${FLAVOR_NAME}${{ env.my_release_level }}"
           echo "WINPYVER=$WINPYVER" >> $GITHUB_ENV
 
+          # Store WINPYVER2 in env for later steps
+          echo "WINPYVER2=$WINPYVER2" >> $GITHUB_ENV
+
       - name: Download, verify and extract python standalone
         if: env.WINPYREQUIREMENTS != ''
         uses: ./.github/actions/python-setup
         with:
-          python_source: ${{ matrix.src }}
-          python_sha256: ${{ matrix.sha }}
+          python_source: ${{ steps.python_config.outputs.src }}
+          python_sha256: ${{ steps.python_config.outputs.sha }}
           build_location: ${{ env.build_location }}
     
       - name: Download, checking hash and integrating pandoc binary
@@ -223,4 +227,4 @@ jobs:
         with:
           name: ${{ env.ARTIFACT_NAME }}
           path: publish_output
-          retention-days: 66  # keeps artifact for 66 days
+          retention-days: 66  # keeps artifact for 66 days
\ No newline at end of file

From c3532686301a84dd5d83bbacc0f7381b2477540c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 18:26:49 +0100
Subject: [PATCH 023/157] simplifying maintenance

---
 .../github_workflows_build-2026_01.yml        |   50 +-
 .../pylock.64-3_13_11_1dotb0.toml             |  101 +
 .../pylock.64-3_13_11_1slimb0.toml            | 5854 +++++++++++++++++
 .../pylock.64-3_13_11_1whlb0.toml             |  101 +
 .../cycle_2026_01/pylock.64-3_14_2_0slim.toml | 5733 ++++++++++++++++
 .../pylock.64-3_14_2_1dotb0.toml              |  101 +
 .../pylock.64-3_14_2_1freeb0.toml             |  101 +
 .../pylock.64-3_14_2_1slimfb0.toml            | 4996 ++++++++++++++
 .../pylock.64-3_14_2_1whlb0.toml              |  101 +
 .../pylock.64-3_14_2_1whlb0_wheels.toml       | 5304 +++++++++++++++
 .../pylock.64-3_15_0_1dotb0.toml              |  101 +
 .../requir.64-3_13_11_1dotb0.txt              |   18 +
 .../requir.64-3_13_11_1slimb0.txt             | 1064 +++
 .../requir.64-3_13_11_1whlb0.txt              |   18 +
 .../requir.64-3_13_11_1whlb0_wheels.txt       | 1018 +++
 .../requir.64-3_13_11_1whlb0local.txt         |   18 +
 .../cycle_2026_01/requir.64-3_14_2_0slim.txt  | 1042 +++
 .../cycle_2026_01/requir.64-3_14_2_1dotb0.txt |   18 +
 .../requir.64-3_14_2_1freeb0.txt              |   18 +
 .../requir.64-3_14_2_1slimfb0.txt             |  908 +++
 .../cycle_2026_01/requir.64-3_14_2_1whlb0.txt |   18 +
 .../requir.64-3_14_2_1whlb0_wheels.txt        |  964 +++
 .../cycle_2026_01/requir.64-3_15_0_1dotb0.txt |   18 +
 23 files changed, 27644 insertions(+), 21 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_0slim.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb0.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_0slim.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 42ada606..2f25f2b3 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -17,6 +17,7 @@ on:
 env:
   # === Global Configuration ===
   WINPYARCH: "64"
+  my_cycle: "winpython/portable/cycle_2026_01"
   my_release_level: "b0"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
@@ -30,9 +31,9 @@ jobs:
       matrix:
         flavor:
           - name: "dot"
-            REQUIREMENTS_313: "winpython\\portable\\cycle_2025_05\\requir.64-3_13_11_0dot.txt"
-            REQUIREMENTS_314: "winpython\\portable\\cycle_2025_05\\requir.64-3_14_2_0dot.txt"
-            REQUIREMENTS_315: "winpython\\portable\\cycle_2025_05\\requir.64-3_15_0_0dot.txt"
+            REQUIREMENTS_313: "requir.64-3_13_11_1dotb0.txt"
+            REQUIREMENTS_314: "requir.64-3_14_2_1dotb0.txt"
+            REQUIREMENTS_315: "requir.64-3_15_0_1dotb0.txt"
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
             REQUIREMENTS_WHL_315: ""
@@ -40,8 +41,8 @@ jobs:
             PANDOC: "0"
             WINPYARCHDET: "64"
           - name: "slim"
-            REQUIREMENTS_313: "winpython\\portable\\cycle_2025_05\\requir.64-3_13_11_0slim.txt"
-            REQUIREMENTS_314: "winpython\\portable\\cycle_2025_05\\requir.64-3_14_2_0slim.txt"
+            REQUIREMENTS_313: "requir.64-3_13_11_1slimb0.txt"
+            REQUIREMENTS_314: "requir.64-3_14_2_1slimb0.txt"
             REQUIREMENTS_315: ""
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
@@ -50,18 +51,18 @@ jobs:
             PANDOC: "1"
             WINPYARCHDET: "64"
           - name: "whl"
-            REQUIREMENTS_313: "winpython\\portable\\cycle_2025_05\\requir.64-3_13_11_0dot.txt"
-            REQUIREMENTS_314: "winpython\\portable\\cycle_2025_05\\requir.64-3_14_2_0dot.txt"
+            REQUIREMENTS_313: "requir.64-3_13_11_1dotb0.txt"
+            REQUIREMENTS_314: "requir.64-3_14_2_1dotb0.txt"
             REQUIREMENTS_315: ""
-            REQUIREMENTS_WHL_313: "winpython\\portable\\cycle_2025_05\\requir.64-3_13_11_0whl_wheels.txt"
-            REQUIREMENTS_WHL_314: "winpython\\portable\\cycle_2025_05\\requir.64-3_14_2_0whl_wheels.txt"
+            REQUIREMENTS_WHL_313: "requir.64-3_13_11_1whl_wheelsb0.txt"
+            REQUIREMENTS_WHL_314: "requir.64-3_14_2_1whl_wheelsb0.txt"
             REQUIREMENTS_WHL_315: ""
             formats: { zip: false, 7z: true, exe: false }
             PANDOC: "0"
             WINPYARCHDET: "64"
           - name: "free"
             REQUIREMENTS_313: ""
-            REQUIREMENTS_314: "winpython\\portable\\cycle_2025_05\\requir.64-3_14_2_0free.txt"
+            REQUIREMENTS_314: "requir.64-3_14_2_1freeb0.txt"
             REQUIREMENTS_315: ""
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
@@ -71,7 +72,7 @@ jobs:
             WINPYARCHDET: "64F"
           - name: "slimf"
             REQUIREMENTS_313: ""
-            REQUIREMENTS_314: "winpython\\portable\\cycle_2025_05\\requir.64-3_14_2_0slimf.txt"
+            REQUIREMENTS_314: "requir.64-3_14_2_1slimfb0.txt"
             REQUIREMENTS_315: ""
             REQUIREMENTS_WHL_313: ""
             REQUIREMENTS_WHL_314: ""
@@ -97,25 +98,25 @@ jobs:
           case "${{ github.event.inputs.python_versionf }}" in
             "3.13")
               echo "ver2=3.13.11.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_13_11_" >> $GITHUB_OUTPUT
+              echo "v_tag=3_13_11_1" >> $GITHUB_OUTPUT
               echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
               echo "sha=d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3" >> $GITHUB_OUTPUT
               ;;
             "3.14")
               echo "ver2=3.14.2.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_14_2_" >> $GITHUB_OUTPUT
+              echo "v_tag=3_14_2_1" >> $GITHUB_OUTPUT
               echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
               echo "sha=512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4" >> $GITHUB_OUTPUT
               ;;
             "3.14F")
               echo "ver2=3.14.2.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_14_2_" >> $GITHUB_OUTPUT
+              echo "v_tag=3_14_2_1" >> $GITHUB_OUTPUT
               echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst" >> $GITHUB_OUTPUT
               echo "sha=536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61" >> $GITHUB_OUTPUT
               ;;
             "3.15")
               echo "ver2=3.15.0.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_15_0_" >> $GITHUB_OUTPUT
+              echo "v_tag=3_15_0_1" >> $GITHUB_OUTPUT
               echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
               echo "sha=4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7" >> $GITHUB_OUTPUT
               ;;
@@ -127,6 +128,8 @@ jobs:
           PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
           WINPYARCHDET: ${{ env.WINPYARCHDET }}
           WINPYVER2: ${{ steps.python_config.outputs.ver2 }}
+          my_cycle: ${{ env.my_cycle }}
+          V_TAG: ${{ steps.python_config.outputs.v_tag }}
           FLAVOR_NAME: ${{ matrix.flavor.name }}
         run: |
           PYTHON_VERSION="${PYTHON_VERSIONF%F}"   # remove trailing F if present
@@ -145,14 +148,19 @@ jobs:
 
           # Populate generic per-flavor / per-version selections using matrix-expanded values
           if [ "$PYTHON_VERSION" = "3.13" ]; then
-            echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
-            echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
+            echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
+            echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
           elif [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "$detected_arch" ]; then
-            echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_314 }}" >> $GITHUB_ENV
-            echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_314 }}" >> $GITHUB_ENV
+            echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_314 }}" >> $GITHUB_ENV
+            echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_314 }}" >> $GITHUB_ENV
           elif [ "$PYTHON_VERSION" = "3.15" ]; then
-            echo "WINPYREQUIREMENTS=${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
-            echo "WINPYREQUIREMENTSwhl=${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
+            echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
+            echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
+            $test = "$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME" + ".txt"
+            echo "WINPYREQUIREMENTS=$test"
+            if [[ -f "$test" ]]; then
+               echo "Found $test"
+            fi   
           fi
 
           # write common flavor env vars derived here rather than in the job env block
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml
new file mode 100644
index 00000000..809332c5
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml
@@ -0,0 +1,101 @@
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml
new file mode 100644
index 00000000..25acfc7c
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml
@@ -0,0 +1,5854 @@
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index 00000000..809332c5
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index 00000000..809332c5
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt
new file mode 100644
index 00000000..dc862046
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt
@@ -0,0 +1,18 @@
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb0.txt
new file mode 100644
index 00000000..809668d0
--- /dev/null
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@@ -0,0 +1,1064 @@
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+    --hash=sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e
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+yt-dlp==2025.9.26 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt
new file mode 100644
index 00000000..dc862046
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt
@@ -0,0 +1,18 @@
+build==1.3.0 \
+    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt
new file mode 100644
index 00000000..ba20262a
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt
@@ -0,0 +1,1018 @@
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
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+watchdog==6.0.0 \
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+webcolors==24.11.1 \
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+wheel==0.45.1 \
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+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zict==3.0.0 \
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+zipp==3.23.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt
new file mode 100644
index 00000000..dc862046
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt
@@ -0,0 +1,18 @@
+build==1.3.0 \
+    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_0slim.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_0slim.txt
new file mode 100644
index 00000000..584b3786
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_0slim.txt
@@ -0,0 +1,1042 @@
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
+adbc-driver-manager==1.9.0 \
+    --hash=sha256:c5995b029cc99d80f2dc4bd34c41320fe8185da0fdc115d424f7699d1d7ffbac
+aiofiles==24.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+    --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
+python-json-logger==3.3.0 \
+    --hash=sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7
+python-lsp-black==2.0.0 \
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+python-lsp-jsonrpc==1.1.2 \
+    --hash=sha256:7339c2e9630ae98903fdaea1ace8c47fba0484983794d6aafd0bd8989be2b03c
+python-lsp-ruff==2.3.0 \
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+python-slugify==8.0.4 \
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+ujson==5.11.0 \
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+urllib3==2.5.0 \
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+watchdog==6.0.0 \
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+yt-dlp==2025.9.26 \
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+zict==3.0.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt
new file mode 100644
index 00000000..dc862046
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt
@@ -0,0 +1,18 @@
+build==1.3.0 \
+    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt
new file mode 100644
index 00000000..dc862046
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt
@@ -0,0 +1,18 @@
+build==1.3.0 \
+    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
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+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt
new file mode 100644
index 00000000..28077df2
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt
@@ -0,0 +1,908 @@
+absl-py==2.3.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt
new file mode 100644
index 00000000..dc862046
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt
@@ -0,0 +1,18 @@
+build==1.3.0 \
+    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt
new file mode 100644
index 00000000..491b61f8
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt
@@ -0,0 +1,964 @@
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
+adbc-driver-manager==1.9.0 \
+    --hash=sha256:c5995b029cc99d80f2dc4bd34c41320fe8185da0fdc115d424f7699d1d7ffbac
+aiofiles==24.1.0 \
+    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.1 \
+    --hash=sha256:748a00167b7a88385756fa615417d24081cba7e58c8727d2e28817068b97c18c
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.21.0 \
+    --hash=sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.3 \
+    --hash=sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+ansicolors==1.1.8 \
+    --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
+anthropic==0.75.0 \
+    --hash=sha256:ea8317271b6c15d80225a9f3c670152746e88805a7a61e14d4a374577164965b
+anyio==4.12.0 \
+    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.12.0 \
+    --hash=sha256:a0b4795b6944a9507fde54679f9350e2ad2b1e2acf4a2408a098cdc27f890a8b
+arrow==1.3.0 \
+    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.10.0 \
+    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+asteval==1.0.5 \
+    --hash=sha256:082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa
+astroid==4.0.2 \
+    --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.0.5 \
+    --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
+asyncssh==2.21.0 \
+    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+atomicwrites==1.4.0 \
+    --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
+attrs==25.4.0 \
+    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.36.0 \
+    --hash=sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b
+azure-cosmos==4.14.2 \
+    --hash=sha256:f0783a9b1c13f8dbd62bdbf8456f927125d77d5267e5ff6b37193bcd4554fd2c
+azure-identity==1.25.1 \
+    --hash=sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651
+babel==2.17.0 \
+    --hash=sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beautifulsoup4==4.14.2 \
+    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+binaryornot==0.4.4 \
+    --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
+black==25.11.0 \
+    --hash=sha256:aa211411e94fdf86519996b7f5f05e71ba34835d8f0c0f03c00a26271da02664
+bleach==6.2.0 \
+    --hash=sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.8.1 \
+    --hash=sha256:89a66cb8bfe85e91bce144e3ccf3c4a6f0f1347e7006282972568ea0ecacbb00
+branca==0.8.1 \
+    --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
+brotli==1.2.0 \
+    --hash=sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3
+build==1.3.0 \
+    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
+cachetools==6.2.2 \
+    --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
+cattrs==1.2.0 \
+    --hash=sha256:6deb42a9166e00fe44f89cfa40ebe8d8164f31fa6001de90cced5ffac0622444
+certifi==2025.11.12 \
+    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+cffi==2.0.0 \
+    --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25
+chardet==5.2.0 \
+    --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
+charset-normalizer==3.4.3 \
+    --hash=sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c
+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
+click==8.3.0 \
+    --hash=sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc
+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+cohere==5.20.0 \
+    --hash=sha256:a95f17ed22be3f978363703beb6008b55000ce0e85124ddb976fa5b688014fea
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+colorlog==6.9.0 \
+    --hash=sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff
+comm==0.2.3 \
+    --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
+contourpy==1.3.3 \
+    --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd
+cookiecutter==2.6.0 \
+    --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
+cryptography==46.0.3 \
+    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.2.4 \
+    --hash=sha256:732fc93bc33ae4b14f6afaca663b916c2fdd5dcbfad7114e17fb2434eeaea45c
+cytoolz==1.1.0 \
+    --hash=sha256:472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec
+datasette==0.65.2 \
+    --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
+datasette-graphql==2.2 \
+    --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
+debugpy==1.8.17 \
+    --hash=sha256:60c7dca6571efe660ccb7a9508d73ca14b8796c4ed484c2002abba714226cfef
+decorator==5.2.1 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+defusedxml==0.7.1 \
+    --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+deprecated==1.3.1 \
+    --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f
+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
+dill==0.4.0 \
+    --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
+distro==1.9.0 \
+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+django==5.2.8 \
+    --hash=sha256:37e687f7bd73ddf043e2b6b97cfe02fcbb11f2dbb3adccc6a2b18c6daa054d7f
+dnspython==2.7.0 \
+    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
+docstring-parser==0.17.0 \
+    --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
+docstring-to-markdown==0.17 \
+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
+docutils==0.21.2 \
+    --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2
+duckdb==1.4.3 \
+    --hash=sha256:23b12854032c1a58d0452e2b212afa908d4ce64171862f3792ba9a596ba7c765
+entrypoints==0.4 \
+    --hash=sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa
+eval-type-backport==0.3.1 \
+    --hash=sha256:279ab641905e9f11129f56a8a78f493518515b83402b860f6f06dd7c011fdfa8
+executing==2.2.1 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+faker==38.2.0 \
+    --hash=sha256:35fe4a0a79dee0dc4103a6083ee9224941e7d3594811a50e3969e547b0d2ee65
+fasta2a==0.6.0 \
+    --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
+fastapi==0.123.9 \
+    --hash=sha256:f54c69f23db14bd3dbcdfaf3fdce0483ca5f499512380c8e379a70cda30aa920
+fastavro==1.12.1 \
+    --hash=sha256:792356d320f6e757e89f7ac9c22f481e546c886454a6709247f43c0dd7058004
+fastjsonschema==2.21.2 \
+    --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
+filelock==3.20.0 \
+    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2
+flake8==7.1.1 \
+    --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
+flask==3.1.2 \
+    --hash=sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c
+flexcache==0.3 \
+    --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
+flexparser==0.4 \
+    --hash=sha256:3738b456192dcb3e15620f324c447721023c0293f6af9955b481e91d00179846
+flit==3.12.0 \
+    --hash=sha256:2b4e7171dc22881fa6adc2dbf083e5ecc72520be3cd7587d2a803da94d6ef431
+flit-core==3.12.0 \
+    --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
+folium==0.20.0 \
+    --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
+fonttools==4.61.0 \
+    --hash=sha256:02bdf8e04d1a70476564b8640380f04bb4ac74edc1fc71f1bacb840b3e398ee9
+fqdn==1.5.1 \
+    --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
+frozenlist==1.8.0 \
+    --hash=sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0
+fsspec==2025.9.0 \
+    --hash=sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7
+fuzzywuzzy==0.18.0 \
+    --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
+genai-prices==0.0.38 \
+    --hash=sha256:c1ddf9040877116e23c4e1dfb390f8e9683b533c758e5d756494e1a26159ea4f
+geographiclib==2.1 \
+    --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
+geopandas==1.1.1 \
+    --hash=sha256:589e61aaf39b19828843df16cb90234e72897e2579be236f10eee0d052ad98e8
+geopy==2.4.1 \
+    --hash=sha256:ae8b4bc5c1131820f4d75fce9d4aaaca0c85189b3aa5d64c3dcaf5e3b7b882a7
+google-auth==2.43.0 \
+    --hash=sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16
+google-genai==1.55.0 \
+    --hash=sha256:98c422762b5ff6e16b8d9a1e4938e8e0ad910392a5422e47f5301498d7f373a1
+graphene==3.4.3 \
+    --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
+graphql-core==3.2.6 \
+    --hash=sha256:78b016718c161a6fb20a7d97bbf107f331cd1afe53e45566c59f776ed7f0b45f
+graphql-relay==3.2.0 \
+    --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
+greenlet==3.2.4 \
+    --hash=sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01
+griffe==1.14.0 \
+    --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
+groq==0.37.1 \
+    --hash=sha256:b49f8c8898c55eaec9f71f1342f3fcacc9560d67a08ce5f35fbfb84e8dacd3da
+guidata==3.13.4 \
+    --hash=sha256:ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7
+h11==0.16.0 \
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+h2==4.2.0 \
+    --hash=sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0
+h5py==3.15.1 \
+    --hash=sha256:9c73d1d7cdb97d5b17ae385153472ce118bed607e43be11e9a9deefaa54e0734
+hatchling==1.28.0 \
+    --hash=sha256:dc48722b68b3f4bbfa3ff618ca07cdea6750e7d03481289ffa8be1521d18a961
+hf-xet==1.2.0 \
+    --hash=sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69
+hpack==4.1.0 \
+    --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496
+html5lib==1.1 \
+    --hash=sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d
+httpcore==1.0.9 \
+    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55
+httpie==3.2.4 \
+    --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
+httpx==0.28.1 \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
+httpx-sse==0.4.0 \
+    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
+huggingface-hub==1.2.3 \
+    --hash=sha256:c9b7a91a9eedaa2149cdc12bdd8f5a11780e10de1f1024718becf9e41e5a4642
+hupper==1.12.1 \
+    --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
+hypercorn==0.17.3 \
+    --hash=sha256:059215dec34537f9d40a69258d323f56344805efb462959e727152b0aa504547
+hyperframe==6.1.0 \
+    --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5
+hypothesis==6.148.7 \
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+sphinx==8.2.3 \
+    --hash=sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3
+sphinx-rtd-theme==3.0.2 \
+    --hash=sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13
+sphinxcontrib-applehelp==2.0.0 \
+    --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
+sphinxcontrib-devhelp==2.0.0 \
+    --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+sphinxcontrib-htmlhelp==2.1.0 \
+    --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+sphinxcontrib-jquery==4.1 \
+    --hash=sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae
+sphinxcontrib-jsmath==1.0.1 \
+    --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178
+sphinxcontrib-qthelp==2.0.0 \
+    --hash=sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb
+sphinxcontrib-serializinghtml==2.0.0 \
+    --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+spyder==6.1.2 \
+    --hash=sha256:f1e39e7c692e3683f5d805a09c5d83daa01bae52f8ff00f0a69b92ba7bd117fa
+spyder-kernels==3.1.2 \
+    --hash=sha256:3c30018732b5dc9b87de4d223195469d7699a761e87a6ed5a1321cd2b70f8c1e
+sqlalchemy==2.0.44 \
+    --hash=sha256:19de7ca1246fbef9f9d1bff8f1ab25641569df226364a0e40457dc5457c54b05
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.38 \
+    --hash=sha256:8a27441015c3b2ef475f555861f7a2592f73bc60d247af9803a11b65fc605bf9
+sqlparse==0.5.3 \
+    --hash=sha256:cf2196ed3418f3ba5de6af7e82c694a9fbdbfecccdfc72e281548517081f16ca
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.0.2 \
+    --hash=sha256:16b7cbfddbcd4eaca11f7b586f3b8a080f1afe952c15813455b162edea619e5a
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==0.50.0 \
+    --hash=sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca
+statsmodels==0.14.6 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
+superqt==0.7.6 \
+    --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.1 \
+    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.13.2 \
+    --hash=sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde
+toolz==1.0.0 \
+    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+tornado==6.5.4 \
+    --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.1 \
+    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+trio==0.32.0 \
+    --hash=sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5
+trove-classifiers==2025.9.11.17 \
+    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+twine==6.1.0 \
+    --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
+typer==0.20.1 \
+    --hash=sha256:4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8
+typer-slim==0.20.0 \
+    --hash=sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d
+types-python-dateutil==2.9.0.20250822 \
+    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
+types-requests==2.32.0.20250328 \
+    --hash=sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.2 \
+    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.9.post2 \
+    --hash=sha256:fbe51166561e0e7fab00ef3d516ac2621243b8d15cf4bef9f656d701736b16a0
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.5.0 \
+    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
+uuid-utils==0.12.0 \
+    --hash=sha256:9598e7c9da40357ae8fffc5d6938b1a7017f09a1acbcc95e14af8c65d48c655a
+uvicorn==0.38.0 \
+    --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.2.13 \
+    --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859
+webcolors==24.11.1 \
+    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.3 \
+    --hash=sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.5 \
+    --hash=sha256:cda8de69df5fac5a90aea3646993b03b4a920d8aa6454b6f6e58c341397b9ca6
+wrapt==2.0.1 \
+    --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c
+wsproto==1.2.0 \
+    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+xarray==2025.11.0 \
+    --hash=sha256:986893b995de4a948429356a3897d78e634243c1cac242bd59d03832b9d72dd1
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.4.0 \
+    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt
new file mode 100644
index 00000000..dc862046
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt
@@ -0,0 +1,18 @@
+build==1.3.0 \
+    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==25.0 \
+    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From b2b4acf0d5a353dbe28951884fb25e0a6d77ae08 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 18:32:05 +0100
Subject: [PATCH 024/157] patch

---
 .github/workflows/github_workflows_build-2026_01.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 2f25f2b3..0678c3d0 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -156,7 +156,7 @@ jobs:
           elif [ "$PYTHON_VERSION" = "3.15" ]; then
             echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
             echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
-            $test = "$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME" + ".txt"
+            test="$my_cycle/requir.64-${v_tag}${FLAVOR_NAME}.txt"
             echo "WINPYREQUIREMENTS=$test"
             if [[ -f "$test" ]]; then
                echo "Found $test"

From b6eccac4197fdd133a3addd47433cfec22120064 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 18:52:19 +0100
Subject: [PATCH 025/157] fix

---
 .../github_workflows_build-2026_01.yml         | 18 ++++++++++++------
 1 file changed, 12 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 0678c3d0..ff74a8ed 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -129,6 +129,7 @@ jobs:
           WINPYARCHDET: ${{ env.WINPYARCHDET }}
           WINPYVER2: ${{ steps.python_config.outputs.ver2 }}
           my_cycle: ${{ env.my_cycle }}
+          my_release_level: ${{ env.my_release_level }}
           V_TAG: ${{ steps.python_config.outputs.v_tag }}
           FLAVOR_NAME: ${{ matrix.flavor.name }}
         run: |
@@ -146,8 +147,18 @@ jobs:
           BUILD_LOCATION="WPy64-${WINPYVER2//./}"
           echo "build_location=$BUILD_LOCATION" >> $GITHUB_ENV
 
+          WINPYREQUIREMENTS = "$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME" + "$my_release_level" + ".txt"
+          WINPYREQUIREMENTSwhl = "$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME"  + "_wheels" + "$my_release_level" + ".txt"
+          echo "searching  $WINPYREQUIREMENTS $WINPYREQUIREMENTSwhl"
+          if [[ -f "$WINPYREQUIREMENTS" ]]; then
+            echo "WINPYREQUIREMENTS=$WINPYREQUIREMENTS">> $GITHUB_ENV
+            echo "Found $WINPYREQUIREMENTS"
+            if [[ -f "$WINPYREQUIREMENTSwhl" ]]; then
+              echo "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl">> $GITHUB_ENV
+              echo "Found also $WINPYREQUIREMENTSwhl"
+          #fi
           # Populate generic per-flavor / per-version selections using matrix-expanded values
-          if [ "$PYTHON_VERSION" = "3.13" ]; then
+          elif [ "$PYTHON_VERSION" = "3.13" ]; then
             echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
             echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
           elif [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "$detected_arch" ]; then
@@ -156,11 +167,6 @@ jobs:
           elif [ "$PYTHON_VERSION" = "3.15" ]; then
             echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
             echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
-            test="$my_cycle/requir.64-${v_tag}${FLAVOR_NAME}.txt"
-            echo "WINPYREQUIREMENTS=$test"
-            if [[ -f "$test" ]]; then
-               echo "Found $test"
-            fi   
           fi
 
           # write common flavor env vars derived here rather than in the job env block

From 826e5d2e180c8c58a605e50f77cf82b40205d8b4 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 19:02:49 +0100
Subject: [PATCH 026/157] fix

---
 .../github_workflows_build-2026_01.yml        | 41 +++++++++++--------
 1 file changed, 23 insertions(+), 18 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index ff74a8ed..689a89fd 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -147,27 +147,32 @@ jobs:
           BUILD_LOCATION="WPy64-${WINPYVER2//./}"
           echo "build_location=$BUILD_LOCATION" >> $GITHUB_ENV
 
-          WINPYREQUIREMENTS = "$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME" + "$my_release_level" + ".txt"
-          WINPYREQUIREMENTSwhl = "$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME"  + "_wheels" + "$my_release_level" + ".txt"
-          echo "searching  $WINPYREQUIREMENTS $WINPYREQUIREMENTSwhl"
-          if [[ -f "$WINPYREQUIREMENTS" ]]; then
-            echo "WINPYREQUIREMENTS=$WINPYREQUIREMENTS">> $GITHUB_ENV
+          WINPYREQUIREMENTS=""
+          WINPYREQUIREMENTSwhl=""
+          testreq="$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME" + "$my_release_level" + ".txt"
+          testwhl="$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME"  + "_wheels" + "$my_release_level" + ".txt"
+          echo "searching  $testreq $testwhl"
+          if [[ -f "$testreq" ]]; then
+            WINPYREQUIREMENTS="$testreq"
             echo "Found $WINPYREQUIREMENTS"
-            if [[ -f "$WINPYREQUIREMENTSwhl" ]]; then
-              echo "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl">> $GITHUB_ENV
+          fi
+            if [[ -f "$testwhl" ]]; then
+              "WINPYREQUIREMENTSwhl=$testwhl"
               echo "Found also $WINPYREQUIREMENTSwhl"
-          #fi
-          # Populate generic per-flavor / per-version selections using matrix-expanded values
-          elif [ "$PYTHON_VERSION" = "3.13" ]; then
-            echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
-            echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
-          elif [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "$detected_arch" ]; then
-            echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_314 }}" >> $GITHUB_ENV
-            echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_314 }}" >> $GITHUB_ENV
-          elif [ "$PYTHON_VERSION" = "3.15" ]; then
-            echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
-            echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
           fi
+          echo "WINPYREQUIREMENTS=$WINPYREQUIREMENTS" >> $GITHUB_ENV
+          echo "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl" >> $GITHUB_ENV
+          # Populate generic per-flavor / per-version selections using matrix-expanded values
+          #elif [ "$PYTHON_VERSION" = "3.13" ]; then
+          #  echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
+          #  echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
+          #elif [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "$detected_arch" ]; then
+          #  echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_314 }}" >> $GITHUB_ENV
+          #  echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_314 }}" >> $GITHUB_ENV
+          #elif [ "$PYTHON_VERSION" = "3.15" ]; then
+          #  echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
+          #  echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
+          #fi
 
           # write common flavor env vars derived here rather than in the job env block
           ARTIFACT_NAME="publish_${PYTHON_VERSION}${FLAVOR_NAME}"

From 7180632bf6a65ec0bbf1ec60dbc0a0c5db351e79 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 19:14:44 +0100
Subject: [PATCH 027/157] gemini to the rescue

---
 .github/workflows/github_workflows_build-2026_01.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 689a89fd..930ea044 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -149,8 +149,8 @@ jobs:
 
           WINPYREQUIREMENTS=""
           WINPYREQUIREMENTSwhl=""
-          testreq="$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME" + "$my_release_level" + ".txt"
-          testwhl="$my_cycle/requir.64-$vtag" + "$FLAVOR_NAME"  + "_wheels" + "$my_release_level" + ".txt"
+          testreq="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}${my_release_level}.txt"
+          testwhl="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}_wheels${my_release_level}.txt"
           echo "searching  $testreq $testwhl"
           if [[ -f "$testreq" ]]; then
             WINPYREQUIREMENTS="$testreq"

From 1ef2fd4a950c7f2242aff4361b51fe852178ce27 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 19:25:28 +0100
Subject: [PATCH 028/157] fix

---
 .github/workflows/github_workflows_build-2026_01.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 930ea044..c5aa0d17 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -151,14 +151,14 @@ jobs:
           WINPYREQUIREMENTSwhl=""
           testreq="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}${my_release_level}.txt"
           testwhl="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}_wheels${my_release_level}.txt"
-          echo "searching  $testreq $testwhl"
-          if [[ -f "$testreq" ]]; then
+          echo "is $WINPYARCHDET=$detected_arch , search  $testreq $testwhl $detected_arch"
+          if [ "$WINPYARCHDET" = "$detected_arch" ] && [[ -f "$testreq" ]] && ; then
             WINPYREQUIREMENTS="$testreq"
             echo "Found $WINPYREQUIREMENTS"
-          fi
             if [[ -f "$testwhl" ]]; then
               "WINPYREQUIREMENTSwhl=$testwhl"
               echo "Found also $WINPYREQUIREMENTSwhl"
+            fi
           fi
           echo "WINPYREQUIREMENTS=$WINPYREQUIREMENTS" >> $GITHUB_ENV
           echo "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl" >> $GITHUB_ENV

From 08fda0178c516331a698a582941b1d72ec682067 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 19:29:20 +0100
Subject: [PATCH 029/157] fix

---
 .github/workflows/github_workflows_build-2026_01.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index c5aa0d17..93b4fd87 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -152,7 +152,7 @@ jobs:
           testreq="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}${my_release_level}.txt"
           testwhl="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}_wheels${my_release_level}.txt"
           echo "is $WINPYARCHDET=$detected_arch , search  $testreq $testwhl $detected_arch"
-          if [ "$WINPYARCHDET" = "$detected_arch" ] && [[ -f "$testreq" ]] && ; then
+          if [ "$WINPYARCHDET" = "$detected_arch" ] && [[ -f "$testreq" ]] ; then
             WINPYREQUIREMENTS="$testreq"
             echo "Found $WINPYREQUIREMENTS"
             if [[ -f "$testwhl" ]]; then

From 7083de16059d028ba619c4c5f291d2922bdb1e78 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 19:48:25 +0100
Subject: [PATCH 030/157] simplified parametrizing

---
 .../github_workflows_build-2026_01.yml        | 43 +------------------
 1 file changed, 1 insertion(+), 42 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 93b4fd87..40e1ac31 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -31,52 +31,22 @@ jobs:
       matrix:
         flavor:
           - name: "dot"
-            REQUIREMENTS_313: "requir.64-3_13_11_1dotb0.txt"
-            REQUIREMENTS_314: "requir.64-3_14_2_1dotb0.txt"
-            REQUIREMENTS_315: "requir.64-3_15_0_1dotb0.txt"
-            REQUIREMENTS_WHL_313: ""
-            REQUIREMENTS_WHL_314: ""
-            REQUIREMENTS_WHL_315: ""
             formats: { zip: true, 7z: false, exe: true }
             PANDOC: "0"
             WINPYARCHDET: "64"
           - name: "slim"
-            REQUIREMENTS_313: "requir.64-3_13_11_1slimb0.txt"
-            REQUIREMENTS_314: "requir.64-3_14_2_1slimb0.txt"
-            REQUIREMENTS_315: ""
-            REQUIREMENTS_WHL_313: ""
-            REQUIREMENTS_WHL_314: ""
-            REQUIREMENTS_WHL_315: ""
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64"
           - name: "whl"
-            REQUIREMENTS_313: "requir.64-3_13_11_1dotb0.txt"
-            REQUIREMENTS_314: "requir.64-3_14_2_1dotb0.txt"
-            REQUIREMENTS_315: ""
-            REQUIREMENTS_WHL_313: "requir.64-3_13_11_1whl_wheelsb0.txt"
-            REQUIREMENTS_WHL_314: "requir.64-3_14_2_1whl_wheelsb0.txt"
-            REQUIREMENTS_WHL_315: ""
             formats: { zip: false, 7z: true, exe: false }
             PANDOC: "0"
             WINPYARCHDET: "64"
           - name: "free"
-            REQUIREMENTS_313: ""
-            REQUIREMENTS_314: "requir.64-3_14_2_1freeb0.txt"
-            REQUIREMENTS_315: ""
-            REQUIREMENTS_WHL_313: ""
-            REQUIREMENTS_WHL_314: ""
-            REQUIREMENTS_WHL_315: ""
             formats: { zip: true, 7z: false, exe: true }
             PANDOC: "0"
             WINPYARCHDET: "64F"
           - name: "slimf"
-            REQUIREMENTS_313: ""
-            REQUIREMENTS_314: "requir.64-3_14_2_1slimfb0.txt"
-            REQUIREMENTS_315: ""
-            REQUIREMENTS_WHL_313: ""
-            REQUIREMENTS_WHL_314: ""
-            REQUIREMENTS_WHL_315: ""
             formats: { zip: false, 7z: true, exe: true }
             PANDOC: "1"
             WINPYARCHDET: "64F"
@@ -151,7 +121,7 @@ jobs:
           WINPYREQUIREMENTSwhl=""
           testreq="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}${my_release_level}.txt"
           testwhl="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}_wheels${my_release_level}.txt"
-          echo "is $WINPYARCHDET=$detected_arch , search  $testreq $testwhl $detected_arch"
+          echo "if $WINPYARCHDET=$detected_arch , search  $testreq $testwhl $detected_arch"
           if [ "$WINPYARCHDET" = "$detected_arch" ] && [[ -f "$testreq" ]] ; then
             WINPYREQUIREMENTS="$testreq"
             echo "Found $WINPYREQUIREMENTS"
@@ -162,17 +132,6 @@ jobs:
           fi
           echo "WINPYREQUIREMENTS=$WINPYREQUIREMENTS" >> $GITHUB_ENV
           echo "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl" >> $GITHUB_ENV
-          # Populate generic per-flavor / per-version selections using matrix-expanded values
-          #elif [ "$PYTHON_VERSION" = "3.13" ]; then
-          #  echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_313 }}" >> $GITHUB_ENV
-          #  echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_313 }}" >> $GITHUB_ENV
-          #elif [ "$PYTHON_VERSION" = "3.14" ] && [ "$WINPYARCHDET" = "$detected_arch" ]; then
-          #  echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_314 }}" >> $GITHUB_ENV
-          #  echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_314 }}" >> $GITHUB_ENV
-          #elif [ "$PYTHON_VERSION" = "3.15" ]; then
-          #  echo "WINPYREQUIREMENTS=$my_cycle/${{ matrix.flavor.REQUIREMENTS_315 }}" >> $GITHUB_ENV
-          #  echo "WINPYREQUIREMENTSwhl=$my_cycle/${{ matrix.flavor.REQUIREMENTS_WHL_315 }}" >> $GITHUB_ENV
-          #fi
 
           # write common flavor env vars derived here rather than in the job env block
           ARTIFACT_NAME="publish_${PYTHON_VERSION}${FLAVOR_NAME}"

From 31887359560fc8ab5597827bdad0dd7f89bc9622 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 4 Jan 2026 20:19:43 +0100
Subject: [PATCH 031/157] parametrizing files

---
 ...64-3_14_2_0slim.toml => pylock.64-3_14_2_1slimb0.toml} | 8 ++++----
 ...r.64-3_14_2_0slim.txt => requir.64-3_14_2_1slimb0.txt} | 4 ++--
 2 files changed, 6 insertions(+), 6 deletions(-)
 rename winpython/portable/cycle_2026_01/{pylock.64-3_14_2_0slim.toml => pylock.64-3_14_2_1slimb0.toml} (99%)
 rename winpython/portable/cycle_2026_01/{requir.64-3_14_2_0slim.txt => requir.64-3_14_2_1slimb0.txt} (99%)

diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_0slim.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb0.toml
similarity index 99%
rename from winpython/portable/cycle_2026_01/pylock.64-3_14_2_0slim.toml
rename to winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb0.toml
index 1795fe74..a13c05cf 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_0slim.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb0.toml
@@ -762,14 +762,14 @@ sha256 = "85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"
 
 [[packages]]
 name = "cython"
-version = "3.2.3"
+version = "3.2.4"
 
 [[packages.wheels]]
-name = "cython-3.2.3-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/73/14/0871a0b407fa50257a79c57a608903ed50032c7619d9531451f7090a5ee3/cython-3.2.3-cp314-cp314-win_amd64.whl"
+name = "cython-3.2.4-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/79/2e/1388fc0243240cd54994bb74f26aaaf3b2e22f89d3a2cf8da06d75d46ca2/cython-3.2.4-cp314-cp314-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "84330e7c8bf220a82b633678b9f99e10227c8f4c406d67c5552449ab2afedef8"
+sha256 = "983f9d2bb8a896e16fa68f2b37866ded35fa980195eefe62f764ddc5f9f5ef8e"
 
 [[packages]]
 name = "cytoolz"
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_0slim.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb0.txt
similarity index 99%
rename from winpython/portable/cycle_2026_01/requir.64-3_14_2_0slim.txt
rename to winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb0.txt
index 584b3786..2843fd97 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_0slim.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb0.txt
@@ -136,8 +136,8 @@ cryptography==46.0.3 \
     --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
 cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
-cython==3.2.3 \
-    --hash=sha256:84330e7c8bf220a82b633678b9f99e10227c8f4c406d67c5552449ab2afedef8
+cython==3.2.4 \
+    --hash=sha256:983f9d2bb8a896e16fa68f2b37866ded35fa980195eefe62f764ddc5f9f5ef8e
 cytoolz==1.1.0 \
     --hash=sha256:472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec
 dask==2025.11.0 \

From 9dd1596299433b228df3cc18d76ffcd641db2dc4 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 10 Jan 2026 16:17:39 +0100
Subject: [PATCH 032/157] everything pwsh for less technologies

---
 .../github_workflows_build-2026_01.yml        | 133 +++++++++---------
 1 file changed, 67 insertions(+), 66 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 40e1ac31..261d2878 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -63,37 +63,37 @@ jobs:
 
       - name: Set Python version configuration
         id: python_config
-        shell: bash
+        shell: pwsh
         run: |
-          case "${{ github.event.inputs.python_versionf }}" in
-            "3.13")
-              echo "ver2=3.13.11.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_13_11_1" >> $GITHUB_OUTPUT
-              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
-              echo "sha=d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3" >> $GITHUB_OUTPUT
-              ;;
-            "3.14")
-              echo "ver2=3.14.2.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_14_2_1" >> $GITHUB_OUTPUT
-              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
-              echo "sha=512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4" >> $GITHUB_OUTPUT
-              ;;
-            "3.14F")
-              echo "ver2=3.14.2.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_14_2_1" >> $GITHUB_OUTPUT
-              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst" >> $GITHUB_OUTPUT
-              echo "sha=536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61" >> $GITHUB_OUTPUT
-              ;;
-            "3.15")
-              echo "ver2=3.15.0.1" >> $GITHUB_OUTPUT
-              echo "v_tag=3_15_0_1" >> $GITHUB_OUTPUT
-              echo "src=https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz" >> $GITHUB_OUTPUT
-              echo "sha=4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7" >> $GITHUB_OUTPUT
-              ;;
-          esac
+          switch ($env:PYTHON_VERSIONF) {
+            '3.13' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.11.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_13_11_1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3'
+            }
+            '3.14' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_14_2_1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4'
+            }
+            '3.14F' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_14_2_1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61'
+            }
+            '3.15' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_15_0_1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7'
+            }
+          }
 
       - name: Set static and matrix variables based on selected Python version
-        shell: bash
+        shell: pwsh
         env:
           PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
           WINPYARCHDET: ${{ env.WINPYARCHDET }}
@@ -103,46 +103,47 @@ jobs:
           V_TAG: ${{ steps.python_config.outputs.v_tag }}
           FLAVOR_NAME: ${{ matrix.flavor.name }}
         run: |
-          PYTHON_VERSION="${PYTHON_VERSIONF%F}"   # remove trailing F if present
-          echo "PYTHON_VERSION=$PYTHON_VERSION" >> $GITHUB_ENV
-
-          # Compute detected arch from the input (3.14F -> 64F)
-          detected_arch="64"
-          if [[ "$PYTHON_VERSIONF" == *F ]]; then
-            detected_arch="64F"
-          fi
-
-          # compute build_location from WINPYVER2 (remove dots)
-          WINPYVER2="${WINPYVER2:-}"
-          BUILD_LOCATION="WPy64-${WINPYVER2//./}"
-          echo "build_location=$BUILD_LOCATION" >> $GITHUB_ENV
-
-          WINPYREQUIREMENTS=""
-          WINPYREQUIREMENTSwhl=""
-          testreq="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}${my_release_level}.txt"
-          testwhl="${my_cycle}/requir.64-${V_TAG}${FLAVOR_NAME}_wheels${my_release_level}.txt"
-          echo "if $WINPYARCHDET=$detected_arch , search  $testreq $testwhl $detected_arch"
-          if [ "$WINPYARCHDET" = "$detected_arch" ] && [[ -f "$testreq" ]] ; then
-            WINPYREQUIREMENTS="$testreq"
-            echo "Found $WINPYREQUIREMENTS"
-            if [[ -f "$testwhl" ]]; then
-              "WINPYREQUIREMENTSwhl=$testwhl"
-              echo "Found also $WINPYREQUIREMENTSwhl"
-            fi
-          fi
-          echo "WINPYREQUIREMENTS=$WINPYREQUIREMENTS" >> $GITHUB_ENV
-          echo "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl" >> $GITHUB_ENV
-
-          # write common flavor env vars derived here rather than in the job env block
-          ARTIFACT_NAME="publish_${PYTHON_VERSION}${FLAVOR_NAME}"
-          echo "ARTIFACT_NAME=$ARTIFACT_NAME" >> $GITHUB_ENV
-
-          echo "destwheelhouse=${BUILD_LOCATION}\\wheelhouse\\included.wheels" >> $GITHUB_ENV
-          WINPYVER="${WINPYVER2}${FLAVOR_NAME}${{ env.my_release_level }}"
-          echo "WINPYVER=$WINPYVER" >> $GITHUB_ENV
+          # Normalize PYTHON_VERSION by removing trailing 'F' if present
+          $PYTHON_VERSION = $env:PYTHON_VERSIONF -replace 'F$',''
+          Add-Content -Path $env:GITHUB_ENV -Value "PYTHON_VERSION=$PYTHON_VERSION"
+
+          # Detect architecture (64 or 64F)
+          $detected_arch = if ($env:PYTHON_VERSIONF -like '*F') { '64F' } else { '64' }
+
+          $WINPYVER2 = $env:WINPYVER2
+          $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '\\.', '')
+          Add-Content -Path $env:GITHUB_ENV -Value "build_location=$BUILD_LOCATION"
+
+          $WINPYREQUIREMENTS = ''
+          $WINPYREQUIREMENTSwhl = ''
+          $testreq = "$($env:my_cycle)/requir.64-$($env:V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
+          $testwhl = "$($env:my_cycle)/requir.64-$($env:V_TAG)$($env:FLAVOR_NAME)_wheels$($env:my_release_level).txt"
+
+          Write-Host "Checking for requirements files: $testreq and $testwhl (expected arch $detected_arch)"
+
+          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
+            $WINPYREQUIREMENTS = $testreq
+            Write-Host "Found $WINPYREQUIREMENTS"
+            if (Test-Path $testwhl) {
+              $WINPYREQUIREMENTSwhl = $testwhl
+              Write-Host "Found also $WINPYREQUIREMENTSwhl"
+            }
+          }
+
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTS=$WINPYREQUIREMENTS"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl"
+
+          $ARTIFACT_NAME = "publish_${PYTHON_VERSION}$($env:FLAVOR_NAME)"
+          Add-Content -Path $env:GITHUB_ENV -Value "ARTIFACT_NAME=$ARTIFACT_NAME"
+
+          $destwheelhouse = "$BUILD_LOCATION\wheelhouse\included.wheels"
+          Add-Content -Path $env:GITHUB_ENV -Value "destwheelhouse=$destwheelhouse"
+
+          $WINPYVER = "${WINPYVER2}$($env:FLAVOR_NAME)$($env:my_release_level)"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER=$WINPYVER"
 
           # Store WINPYVER2 in env for later steps
-          echo "WINPYVER2=$WINPYVER2" >> $GITHUB_ENV
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER2=$WINPYVER2"
 
       - name: Download, verify and extract python standalone
         if: env.WINPYREQUIREMENTS != ''

From 1e945e5b1253c2cc6936c2c9f4b4e794bea6e4da Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 10 Jan 2026 18:04:35 +0100
Subject: [PATCH 033/157] do not duplicate manual version setting

---
 .github/workflows/github_workflows_build-2026_01.yml | 12 +++++-------
 1 file changed, 5 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 261d2878..72d32ba7 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -68,25 +68,21 @@ jobs:
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.11.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_13_11_1'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3'
             }
             '3.14' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_14_2_1'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4'
             }
             '3.14F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_14_2_1'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'v_tag=3_15_0_1'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7'
             }
@@ -100,7 +96,6 @@ jobs:
           WINPYVER2: ${{ steps.python_config.outputs.ver2 }}
           my_cycle: ${{ env.my_cycle }}
           my_release_level: ${{ env.my_release_level }}
-          V_TAG: ${{ steps.python_config.outputs.v_tag }}
           FLAVOR_NAME: ${{ matrix.flavor.name }}
         run: |
           # Normalize PYTHON_VERSION by removing trailing 'F' if present
@@ -116,8 +111,11 @@ jobs:
 
           $WINPYREQUIREMENTS = ''
           $WINPYREQUIREMENTSwhl = ''
-          $testreq = "$($env:my_cycle)/requir.64-$($env:V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
-          $testwhl = "$($env:my_cycle)/requir.64-$($env:V_TAG)$($env:FLAVOR_NAME)_wheels$($env:my_release_level).txt"
+
+          # 2. Generate requirement files expected names dynamically
+          $V_TAG = $env:WINPYVER2 -replace '\.', '-'
+          $testreq = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
+          $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)_wheels$($env:my_release_level).txt"
 
           Write-Host "Checking for requirements files: $testreq and $testwhl (expected arch $detected_arch)"
 

From 5c627444b557b507216efb185b779b7d39818b91 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 10 Jan 2026 18:26:40 +0100
Subject: [PATCH 034/157] trust ... but verify

---
 .github/workflows/github_workflows_build-2026_01.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 72d32ba7..1e295f73 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -113,7 +113,7 @@ jobs:
           $WINPYREQUIREMENTSwhl = ''
 
           # 2. Generate requirement files expected names dynamically
-          $V_TAG = $env:WINPYVER2 -replace '\.', '-'
+          $V_TAG = $env:WINPYVER2 -replace '\.', '_'
           $testreq = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
           $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)_wheels$($env:my_release_level).txt"
 

From 8e94c27a5ff97a1552342a37c967a773f3f0ae8f Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 11 Jan 2026 17:04:17 +0100
Subject: [PATCH 035/157] allow packaging-0.26

---
 .../github_workflows_build-2026_01.yml        |    2 +-
 .../pylock.64-3_13_11_1dotb0.toml             |    8 +-
 .../pylock.64-3_13_11_1slimb0.toml            |  323 +-
 .../pylock.64-3_13_11_1whlb0.toml             |    8 +-
 .../pylock.64-3_13_11_1whlb0_wheels.toml      | 5612 +++++++++++++++++
 .../pylock.64-3_14_2_1dotb0.toml              |    8 +-
 .../pylock.64-3_14_2_1freeb0.toml             |    8 +-
 .../pylock.64-3_14_2_1slimb0.toml             |  315 +-
 .../pylock.64-3_14_2_1slimfb0.toml            |  247 +-
 .../pylock.64-3_14_2_1whlb0.toml              |    8 +-
 .../pylock.64-3_14_2_1whlb0_wheels.toml       |  259 +-
 .../pylock.64-3_15_0_1dotb0.toml              |    8 +-
 .../requir.64-3_13_11_1dotb0.txt              |    4 +-
 .../requir.64-3_13_11_1slimb0.txt             |  158 +-
 .../requir.64-3_13_11_1whlb0.txt              |    4 +-
 .../requir.64-3_13_11_1whlb0_wheels.txt       |  150 +-
 .../requir.64-3_13_11_1whlb0local.txt         |   18 -
 .../cycle_2026_01/requir.64-3_14_2_1dotb0.txt |    4 +-
 .../requir.64-3_14_2_1freeb0.txt              |    4 +-
 .../requir.64-3_14_2_1slimb0.txt              |  154 +-
 .../requir.64-3_14_2_1slimfb0.txt             |  118 +-
 .../cycle_2026_01/requir.64-3_14_2_1whlb0.txt |    4 +-
 .../requir.64-3_14_2_1whlb0_wheels.txt        |  126 +-
 .../cycle_2026_01/requir.64-3_15_0_1dotb0.txt |    4 +-
 24 files changed, 6601 insertions(+), 953 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0_wheels.toml
 delete mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 1e295f73..fe150159 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -164,7 +164,7 @@ jobs:
         shell: pwsh
         run: |
           & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip
-          & "$env:build_location\python\python.exe" -m pip install --upgrade packaging==25.0
+          & "$env:build_location\python\python.exe" -m pip install packaging
           & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
 
       - name: Download all requirements
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml
index 809332c5..ae8e6d15 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb0.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "25.0"
+version = "26.0rc1"
 
 [[packages.wheels]]
-name = "packaging-25.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl"
+name = "packaging-26.0rc1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/40/35/ddf3a6e8fc754fb939e2ea36fde96c28189184d6115afcf60011bb438ae5/packaging-26.0rc1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"
+sha256 = "ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml
index 25acfc7c..e1fd86ef 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb0.toml
@@ -663,14 +663,14 @@ sha256 = "9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
 
 [[packages]]
 name = "cohere"
-version = "5.20.0"
+version = "5.20.1"
 
 [[packages.wheels]]
-name = "cohere-5.20.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/69/5c/e312678fb4dff827c748980ec18918307d25e39ce006c84f7c6b32bc5641/cohere-5.20.0-py3-none-any.whl"
+name = "cohere-5.20.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/e3/94eb11ac3ebaaa3a6afb5d2ff23db95d58bc468ae538c388edf49f2f20b5/cohere-5.20.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "a95f17ed22be3f978363703beb6008b55000ce0e85124ddb976fa5b688014fea"
+sha256 = "d230fd13d95ba92ae927fce3dd497599b169883afc7954fe29b39fb8d5df5fc7"
 
 [[packages]]
 name = "colorama"
@@ -817,14 +817,14 @@ sha256 = "9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc"
 
 [[packages]]
 name = "dask"
-version = "2025.11.0"
+version = "2025.12.0"
 
 [[packages.wheels]]
-name = "dask-2025.11.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/1d/54/a46920229d12c3a6e9f0081d1bdaeffad23c1826353ace95714faee926e5/dask-2025.11.0-py3-none-any.whl"
+name = "dask-2025.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6f/3a/2121294941227c548d4b5f897a8a1b5f4c44a58f5437f239e6b86511d78e/dask-2025.12.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "08c35a8146c05c93b34f83cf651009129c42ee71762da7ca452fb7308641c2b8"
+sha256 = "4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598"
 
 [[packages]]
 name = "datasette"
@@ -938,14 +938,14 @@ sha256 = "44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"
 
 [[packages]]
 name = "distributed"
-version = "2025.11.0"
+version = "2025.12.0"
 
 [[packages.wheels]]
-name = "distributed-2025.11.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/46/ec/da78855318971c2be94d0283a41de6941a6b9f16146fb00babc74903ae01/distributed-2025.11.0-py3-none-any.whl"
+name = "distributed-2025.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/45/ca760deab4de448e6c0e3860fc187bcc49216eabda379f6ce68065158843/distributed-2025.12.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1794ff25b19ba347ccce563fb1dd5898c3bb30f500b15f8c20ad373f6281b30f"
+sha256 = "35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a"
 
 [[packages]]
 name = "distro"
@@ -1092,14 +1092,14 @@ sha256 = "23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c"
 
 [[packages]]
 name = "fastapi"
-version = "0.123.9"
+version = "0.128.0"
 
 [[packages.wheels]]
-name = "fastapi-0.123.9-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/db/15/a785e992a27620e022d0bc61b6c897ec14cff07c5ab7ff9f27651a21570b/fastapi-0.123.9-py3-none-any.whl"
+name = "fastapi-0.128.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5c/05/5cbb59154b093548acd0f4c7c474a118eda06da25aa75c616b72d8fcd92a/fastapi-0.128.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "f54c69f23db14bd3dbcdfaf3fdce0483ca5f499512380c8e379a70cda30aa920"
+sha256 = "aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d"
 
 [[packages]]
 name = "fastavro"
@@ -1125,14 +1125,14 @@ sha256 = "1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463"
 
 [[packages]]
 name = "filelock"
-version = "3.20.0"
+version = "3.20.3"
 
 [[packages.wheels]]
-name = "filelock-3.20.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/76/91/7216b27286936c16f5b4d0c530087e4a54eead683e6b0b73dd0c64844af6/filelock-3.20.0-py3-none-any.whl"
+name = "filelock-3.20.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2"
+sha256 = "4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1"
 
 [[packages]]
 name = "flake8"
@@ -1158,14 +1158,14 @@ sha256 = "ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c"
 
 [[packages]]
 name = "flatbuffers"
-version = "25.2.10"
+version = "25.12.19"
 
 [[packages.wheels]]
-name = "flatbuffers-25.2.10-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/b8/25/155f9f080d5e4bc0082edfda032ea2bc2b8fab3f4d25d46c1e9dd22a1a89/flatbuffers-25.2.10-py2.py3-none-any.whl"
+name = "flatbuffers-25.12.19-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e8/2d/d2a548598be01649e2d46231d151a6c56d10b964d94043a335ae56ea2d92/flatbuffers-25.12.19-py2.py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051"
+sha256 = "7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4"
 
 [[packages]]
 name = "flexcache"
@@ -1268,14 +1268,14 @@ sha256 = "878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231"
 
 [[packages]]
 name = "fsspec"
-version = "2025.9.0"
+version = "2026.1.0"
 
 [[packages.wheels]]
-name = "fsspec-2025.9.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/47/71/70db47e4f6ce3e5c37a607355f80da8860a33226be640226ac52cb05ef2e/fsspec-2025.9.0-py3-none-any.whl"
+name = "fsspec-2026.1.0-py3-none-any.whl"
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-version = "1.36.1"
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-url = "https://files.pythonhosted.org/packages/05/0f/e629713a72999939b7b4bfdbf030a32794db588b04fdf3dc977dd8ea6c53/polars_runtime_32-1.36.1-cp39-abi3-win_amd64.whl"
+name = "polars_runtime_32-1.37.0-cp310-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/38/e3/aad525d8d89b903fcfa2bd0b4cb66b8a6e83e80b3d1348c5a428092d2983/polars_runtime_32-1.37.0-cp310-abi3-win_amd64.whl"
 
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+name = "protobuf-6.33.3-cp310-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/23/07/1f1300fe7d204fd7aaabd9a0aafd54e6358de833b783f5bd161614e8e1e4/protobuf-6.33.3-cp310-abi3-win_amd64.whl"
 
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-version = "7.1.1"
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-url = "https://files.pythonhosted.org/packages/be/f3/11fd213fff15427bc2853552138760c720fd65032d99edfb161910d04127/psutil-7.1.1-cp37-abi3-win_amd64.whl"
+name = "psutil-7.2.1-cp37-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/34/68/d9317542e3f2b180c4306e3f45d3c922d7e86d8ce39f941bb9e2e9d8599e/psutil-7.2.1-cp37-abi3-win_amd64.whl"
 
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@@ -3831,14 +3831,14 @@ sha256 = "4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16"
 
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-version = "3.2.5"
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-url = "https://files.pythonhosted.org/packages/10/5e/1aa9a93198c6b64513c9d7752de7422c06402de6600a8767da1524f9570b/pyparsing-3.2.5-py3-none-any.whl"
+name = "pyparsing-3.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8b/40/2614036cdd416452f5bf98ec037f38a1afb17f327cb8e6b652d4729e0af8/pyparsing-3.3.1-py3-none-any.whl"
 
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+sha256 = "023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82"
 
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@@ -4568,14 +4568,14 @@ sha256 = "ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4"
 
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 name = "ruff"
-version = "0.14.7"
+version = "0.14.11"
 
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-name = "ruff-0.14.7-py3-none-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/a8/b5/d0b7d145963136b564806f6584647af45ab98946660d399ec4da79cae036/ruff-0.14.7-py3-none-win_amd64.whl"
+name = "ruff-0.14.11-py3-none-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/58/f1/90ddc533918d3a2ad628bc3044cdfc094949e6d4b929220c3f0eb8a1c998/ruff-0.14.11-py3-none-win_amd64.whl"
 
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+sha256 = "f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6"
 
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@@ -4612,14 +4612,14 @@ sha256 = "2de443b9373b3b615aec1bb57f9baa6bb3a9bd093f1269ba95c17d870422b271"
 
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 name = "scipy"
-version = "1.16.3"
+version = "1.17.0"
 
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-name = "scipy-1.16.3-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/cd/01/1204382461fcbfeb05b6161b594f4007e78b6eba9b375382f79153172b4d/scipy-1.16.3-cp313-cp313-win_amd64.whl"
+name = "scipy-1.17.0-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/b9/b6/8ac583d6da79e7b9e520579f03007cb006f063642afd6b2eeb16b890bf93/scipy-1.17.0-cp313-cp313-win_amd64.whl"
 
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+sha256 = "87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812"
 
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@@ -4731,6 +4731,17 @@ url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496a
 [packages.wheels.hashes]
 sha256 = "4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"
 
+[[packages]]
+name = "sklearn-compat"
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+
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+url = "https://files.pythonhosted.org/packages/53/60/08cb1b41563a0a8f26a72b8c5d1726986ab535fee67aa95541b2a2cc1dfa/sklearn_compat-0.1.5-py3-none-any.whl"
+
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+
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@@ -5261,14 +5272,14 @@ sha256 = "3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"
 
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 name = "tokenizers"
-version = "0.22.1"
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-name = "tokenizers-0.22.1-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/b3/46/e33a8c93907b631a99377ef4c5f817ab453d0b34f93529421f42ff559671/tokenizers-0.22.1-cp39-abi3-win_amd64.whl"
+name = "tokenizers-0.22.2-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/65/71/0670843133a43d43070abeb1949abfdef12a86d490bea9cd9e18e37c5ff7/tokenizers-0.22.2-cp39-abi3-win_amd64.whl"
 
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+sha256 = "c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48"
 
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 name = "toml"
@@ -5404,14 +5415,14 @@ sha256 = "4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8"
 
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 name = "typer-slim"
-version = "0.20.0"
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-name = "typer_slim-0.20.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5e/dd/5cbf31f402f1cc0ab087c94d4669cfa55bd1e818688b910631e131d74e75/typer_slim-0.20.0-py3-none-any.whl"
+name = "typer_slim-0.21.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c8/0a/4aca634faf693e33004796b6cee0ae2e1dba375a800c16ab8d3eff4bb800/typer_slim-0.21.1-py3-none-any.whl"
 
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@@ -5426,14 +5437,14 @@ sha256 = "849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc"
 
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 name = "types-requests"
-version = "2.32.0.20250328"
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-name = "types_requests-2.32.0.20250328-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/cc/15/3700282a9d4ea3b37044264d3e4d1b1f0095a4ebf860a99914fd544e3be3/types_requests-2.32.0.20250328-py3-none-any.whl"
+name = "types_requests-2.32.4.20260107-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1c/12/709ea261f2bf91ef0a26a9eed20f2623227a8ed85610c1e54c5805692ecb/types_requests-2.32.4.20260107-py3-none-any.whl"
 
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-sha256 = "72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2"
+sha256 = "b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d"
 
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 name = "typing-extensions"
@@ -5536,25 +5547,25 @@ sha256 = "a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"
 
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-version = "2.5.0"
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-url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl"
+name = "urllib3-2.6.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl"
 
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 name = "uuid-utils"
-version = "0.12.0"
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-name = "uuid_utils-0.12.0-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/38/92/41c8734dd97213ee1d5ae435cf4499705dc4f2751e3b957fd12376f61784/uuid_utils-0.12.0-cp39-abi3-win_amd64.whl"
+name = "uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/6c/94/d05ab68622e66ad787a241dfe5ccc649b3af09f30eae977b9ee8f7046aaa/uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
 
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@@ -5657,14 +5668,14 @@ sha256 = "e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561"
 
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-version = "3.1.3"
+version = "3.1.5"
 
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-url = "https://files.pythonhosted.org/packages/52/24/ab44c871b0f07f491e5d2ad12c9bd7358e527510618cb1b803a88e986db1/werkzeug-3.1.3-py3-none-any.whl"
+name = "werkzeug-3.1.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ad/e4/8d97cca767bcc1be76d16fb76951608305561c6e056811587f36cb1316a8/werkzeug-3.1.5-py3-none-any.whl"
 
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+sha256 = "5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc"
 
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@@ -5701,14 +5712,14 @@ sha256 = "8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366"
 
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-url = "https://files.pythonhosted.org/packages/84/47/d482f7d2decc6e59e69e105b12c53d6d2967f0d703e664484c5f2f87fca8/wordcloud-1.9.4-cp313-cp313-win_amd64.whl"
+name = "wordcloud-1.9.5-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/c1/b9/440cf09c98680f15ccd83aa31a71d8789ad70ee65a731ead23a6ba8b169c/wordcloud-1.9.5-cp313-cp313-win_amd64.whl"
 
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+sha256 = "b02205ff66f81bc6be1c418c98da08c353847196f2ccf945bd3ea5a52f22aec7"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0.toml
index 809332c5..ae8e6d15 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0_wheels.toml
new file mode 100644
index 00000000..cfec5358
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb0_wheels.toml
@@ -0,0 +1,5612 @@
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+
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+
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb0.toml
index 809332c5..ae8e6d15 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb0.toml
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index 809332c5..ae8e6d15 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb0.toml
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb0.toml
index a13c05cf..b3fa1dcd 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb0.toml
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-version = "5.20.0"
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+name = "dask-2025.12.0-py3-none-any.whl"
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+sha256 = "f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6"
 
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 name = "rx"
@@ -4491,14 +4491,14 @@ sha256 = "56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6"
 
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 name = "scipy"
-version = "1.16.3"
+version = "1.17.0"
 
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-name = "scipy-1.16.3-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/91/06/837893227b043fb9b0d13e4bd7586982d8136cb249ffb3492930dab905b8/scipy-1.16.3-cp314-cp314-win_amd64.whl"
+name = "scipy-1.17.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/9f/ec/42a6657f8d2d087e750e9a5dde0b481fd135657f09eaf1cf5688bb23c338/scipy-1.17.0-cp314-cp314-win_amd64.whl"
 
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+sha256 = "3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061"
 
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@@ -4610,6 +4610,17 @@ url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496a
 [packages.wheels.hashes]
 sha256 = "4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"
 
+[[packages]]
+name = "sklearn-compat"
+version = "0.1.5"
+
+[[packages.wheels]]
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+url = "https://files.pythonhosted.org/packages/53/60/08cb1b41563a0a8f26a72b8c5d1726986ab535fee67aa95541b2a2cc1dfa/sklearn_compat-0.1.5-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce"
+
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 name = "skrub"
 version = "0.7.0"
@@ -5140,14 +5151,14 @@ sha256 = "3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"
 
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 name = "tokenizers"
-version = "0.22.1"
+version = "0.22.2"
 
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-name = "tokenizers-0.22.1-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/b3/46/e33a8c93907b631a99377ef4c5f817ab453d0b34f93529421f42ff559671/tokenizers-0.22.1-cp39-abi3-win_amd64.whl"
+name = "tokenizers-0.22.2-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/65/71/0670843133a43d43070abeb1949abfdef12a86d490bea9cd9e18e37c5ff7/tokenizers-0.22.2-cp39-abi3-win_amd64.whl"
 
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-sha256 = "65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138"
+sha256 = "c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48"
 
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 name = "toml"
@@ -5283,14 +5294,14 @@ sha256 = "4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8"
 
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 name = "typer-slim"
-version = "0.20.0"
+version = "0.21.1"
 
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-name = "typer_slim-0.20.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5e/dd/5cbf31f402f1cc0ab087c94d4669cfa55bd1e818688b910631e131d74e75/typer_slim-0.20.0-py3-none-any.whl"
+name = "typer_slim-0.21.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c8/0a/4aca634faf693e33004796b6cee0ae2e1dba375a800c16ab8d3eff4bb800/typer_slim-0.21.1-py3-none-any.whl"
 
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@@ -5305,14 +5316,14 @@ sha256 = "849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc"
 
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 name = "types-requests"
-version = "2.32.0.20250328"
+version = "2.32.4.20260107"
 
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-name = "types_requests-2.32.0.20250328-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/cc/15/3700282a9d4ea3b37044264d3e4d1b1f0095a4ebf860a99914fd544e3be3/types_requests-2.32.0.20250328-py3-none-any.whl"
+name = "types_requests-2.32.4.20260107-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1c/12/709ea261f2bf91ef0a26a9eed20f2623227a8ed85610c1e54c5805692ecb/types_requests-2.32.4.20260107-py3-none-any.whl"
 
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-sha256 = "72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2"
+sha256 = "b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d"
 
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 name = "typing-extensions"
@@ -5415,25 +5426,25 @@ sha256 = "a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"
 
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-version = "2.5.0"
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-url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl"
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+sha256 = "bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"
 
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 name = "uuid-utils"
-version = "0.12.0"
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-name = "uuid_utils-0.12.0-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/38/92/41c8734dd97213ee1d5ae435cf4499705dc4f2751e3b957fd12376f61784/uuid_utils-0.12.0-cp39-abi3-win_amd64.whl"
+name = "uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/6c/94/d05ab68622e66ad787a241dfe5ccc649b3af09f30eae977b9ee8f7046aaa/uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
 
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@@ -5536,14 +5547,14 @@ sha256 = "f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f"
 
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-version = "3.1.3"
+version = "3.1.5"
 
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-url = "https://files.pythonhosted.org/packages/52/24/ab44c871b0f07f491e5d2ad12c9bd7358e527510618cb1b803a88e986db1/werkzeug-3.1.3-py3-none-any.whl"
+name = "werkzeug-3.1.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ad/e4/8d97cca767bcc1be76d16fb76951608305561c6e056811587f36cb1316a8/werkzeug-3.1.5-py3-none-any.whl"
 
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-sha256 = "54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"
+sha256 = "5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb0.toml
index 4eb51d27..53410bc0 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb0.toml
@@ -707,14 +707,14 @@ sha256 = "56e5afb69eb6e1b3ffc34716ee5f92ffbdb5cb003b3a5ca4d4b0fe700e217162"
 
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 name = "dask"
-version = "2025.11.0"
+version = "2025.12.0"
 
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-name = "dask-2025.11.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/1d/54/a46920229d12c3a6e9f0081d1bdaeffad23c1826353ace95714faee926e5/dask-2025.11.0-py3-none-any.whl"
+name = "dask-2025.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6f/3a/2121294941227c548d4b5f897a8a1b5f4c44a58f5437f239e6b86511d78e/dask-2025.12.0-py3-none-any.whl"
 
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-sha256 = "08c35a8146c05c93b34f83cf651009129c42ee71762da7ca452fb7308641c2b8"
+sha256 = "4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598"
 
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 name = "datasette"
@@ -806,14 +806,14 @@ sha256 = "44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"
 
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 name = "distributed"
-version = "2025.11.0"
+version = "2025.12.0"
 
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-name = "distributed-2025.11.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/46/ec/da78855318971c2be94d0283a41de6941a6b9f16146fb00babc74903ae01/distributed-2025.11.0-py3-none-any.whl"
+name = "distributed-2025.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/45/ca760deab4de448e6c0e3860fc187bcc49216eabda379f6ce68065158843/distributed-2025.12.0-py3-none-any.whl"
 
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+sha256 = "35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a"
 
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@@ -949,14 +949,14 @@ sha256 = "23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c"
 
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-version = "0.123.9"
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-url = "https://files.pythonhosted.org/packages/db/15/a785e992a27620e022d0bc61b6c897ec14cff07c5ab7ff9f27651a21570b/fastapi-0.123.9-py3-none-any.whl"
+name = "fastapi-0.128.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5c/05/5cbb59154b093548acd0f4c7c474a118eda06da25aa75c616b72d8fcd92a/fastapi-0.128.0-py3-none-any.whl"
 
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+sha256 = "aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d"
 
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-version = "3.20.0"
+version = "3.20.3"
 
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-url = "https://files.pythonhosted.org/packages/76/91/7216b27286936c16f5b4d0c530087e4a54eead683e6b0b73dd0c64844af6/filelock-3.20.0-py3-none-any.whl"
+name = "filelock-3.20.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl"
 
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-version = "25.2.10"
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-url = "https://files.pythonhosted.org/packages/b8/25/155f9f080d5e4bc0082edfda032ea2bc2b8fab3f4d25d46c1e9dd22a1a89/flatbuffers-25.2.10-py2.py3-none-any.whl"
+name = "flatbuffers-25.12.19-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e8/2d/d2a548598be01649e2d46231d151a6c56d10b964d94043a335ae56ea2d92/flatbuffers-25.12.19-py2.py3-none-any.whl"
 
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@@ -1114,14 +1114,14 @@ sha256 = "06be8f67f39c8b1dc671f5d83aaefd3358ae5cdcf8314552c57e7ed3e6475bdd"
 
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+name = "fsspec-2026.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/01/c9/97cc5aae1648dcb851958a3ddf73ccd7dbe5650d95203ecb4d7720b4cdbf/fsspec-2026.1.0-py3-none-any.whl"
 
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@@ -1191,14 +1191,14 @@ sha256 = "67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"
 
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-url = "https://files.pythonhosted.org/packages/01/61/d4b89fec821f72385526e1b9d9a3a0385dda4a72b206d28049e2c7cd39b8/gitpython-3.1.45-py3-none-any.whl"
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@@ -1268,14 +1268,14 @@ sha256 = "0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0"
 
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+name = "groq-1.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/4a/88/3175759d2ef30406ea721f4d837bfa1ba4339fde3b81ba8c5640a96ed231/groq-1.0.0-py3-none-any.whl"
 
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@@ -1400,14 +1400,14 @@ sha256 = "cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37"
 
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+name = "huggingface_hub-1.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/90/fb/cb8fe5f71d5622427f20bcab9e06a696a5aaf21bfe7bd0a8a0c63c88abf5/huggingface_hub-1.3.1-py3-none-any.whl"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0.toml
index 809332c5..ae8e6d15 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
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 name = "packaging"
-version = "25.0"
+version = "26.0rc1"
 
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-name = "packaging-25.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl"
+name = "packaging-26.0rc1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/40/35/ddf3a6e8fc754fb939e2ea36fde96c28189184d6115afcf60011bb438ae5/packaging-26.0rc1-py3-none-any.whl"
 
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+sha256 = "ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0_wheels.toml
index ea6ab9c5..f91328b0 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0_wheels.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb0_wheels.toml
@@ -630,14 +630,14 @@ sha256 = "9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
 
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 name = "cohere"
-version = "5.20.0"
+version = "5.20.1"
 
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-url = "https://files.pythonhosted.org/packages/69/5c/e312678fb4dff827c748980ec18918307d25e39ce006c84f7c6b32bc5641/cohere-5.20.0-py3-none-any.whl"
+name = "cohere-5.20.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/e3/94eb11ac3ebaaa3a6afb5d2ff23db95d58bc468ae538c388edf49f2f20b5/cohere-5.20.1-py3-none-any.whl"
 
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+sha256 = "d230fd13d95ba92ae927fce3dd497599b169883afc7954fe29b39fb8d5df5fc7"
 
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 name = "colorama"
@@ -971,14 +971,14 @@ sha256 = "23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c"
 
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 name = "fastapi"
-version = "0.123.9"
+version = "0.128.0"
 
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-url = "https://files.pythonhosted.org/packages/db/15/a785e992a27620e022d0bc61b6c897ec14cff07c5ab7ff9f27651a21570b/fastapi-0.123.9-py3-none-any.whl"
+name = "fastapi-0.128.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5c/05/5cbb59154b093548acd0f4c7c474a118eda06da25aa75c616b72d8fcd92a/fastapi-0.128.0-py3-none-any.whl"
 
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+sha256 = "aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d"
 
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@@ -1004,14 +1004,14 @@ sha256 = "1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463"
 
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-version = "3.20.0"
+version = "3.20.3"
 
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-url = "https://files.pythonhosted.org/packages/76/91/7216b27286936c16f5b4d0c530087e4a54eead683e6b0b73dd0c64844af6/filelock-3.20.0-py3-none-any.whl"
+name = "filelock-3.20.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b5/36/7fb70f04bf00bc646cd5bb45aa9eddb15e19437a28b8fb2b4a5249fac770/filelock-3.20.3-py3-none-any.whl"
 
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+name = "fsspec-2026.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/01/c9/97cc5aae1648dcb851958a3ddf73ccd7dbe5650d95203ecb4d7720b4cdbf/fsspec-2026.1.0-py3-none-any.whl"
 
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+name = "httpx_sse-0.4.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/25/0a/6269e3473b09aed2dab8aa1a600c70f31f00ae1349bee30658f7e358a159/httpx_sse-0.4.1-py3-none-any.whl"
 
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+sha256 = "cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37"
 
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+name = "huggingface_hub-1.3.1-py3-none-any.whl"
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+name = "imbalanced_learn-0.14.1-py3-none-any.whl"
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+name = "langchain-1.2.3-py3-none-any.whl"
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+sha256 = "5cdc7c80f672962b030c4b0d16d0d8f26d849c0ada63a4b8653a20d7505512ae"
 
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+name = "maturin-1.11.5-py3-none-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/3c/41/353a26d49aa80081c514a6354d429efbecedb90d0153ec598cece3baa607/maturin-1.11.5-py3-none-win_amd64.whl"
 
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+sha256 = "e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c"
 
 [[packages]]
 name = "patsy"
@@ -2874,14 +2874,14 @@ sha256 = "9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"
 
 [[packages]]
 name = "pillow"
-version = "12.0.0"
+version = "12.1.0"
 
 [[packages.wheels]]
-name = "pillow-12.0.0-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/2b/24/b350c31543fb0107ab2599464d7e28e6f856027aadda995022e695313d94/pillow-12.0.0-cp314-cp314-win_amd64.whl"
+name = "pillow-12.1.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/1c/af/f23697f587ac5f9095d67e31b81c95c0249cd461a9798a061ed6709b09b5/pillow-12.1.0-cp314-cp314-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b"
+sha256 = "4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94"
 
 [[packages]]
 name = "pip"
@@ -2918,14 +2918,14 @@ sha256 = "e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3"
 
 [[packages]]
 name = "plotly"
-version = "6.5.0"
+version = "6.5.1"
 
 [[packages.wheels]]
-name = "plotly-6.5.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e7/c3/3031c931098de393393e1f93a38dc9ed6805d86bb801acc3cf2d5bd1e6b7/plotly-6.5.0-py3-none-any.whl"
+name = "plotly-6.5.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e9/8e/24e0bb90b2d75af84820693260c5534e9ed351afdda67ed6f393a141a0e2/plotly-6.5.1-py3-none-any.whl"
 
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-sha256 = "5ac851e100367735250206788a2b1325412aa4a4917a4fe3e6f0bc5aa6f3d90a"
+sha256 = "5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1"
 
 [[packages]]
 name = "plotnine"
@@ -2962,25 +2962,25 @@ sha256 = "096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce"
 
 [[packages]]
 name = "polars"
-version = "1.36.1"
+version = "1.37.0"
 
 [[packages.wheels]]
-name = "polars-1.36.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/f6/c6/36a1b874036b49893ecae0ac44a2f63d1a76e6212631a5b2f50a86e0e8af/polars-1.36.1-py3-none-any.whl"
+name = "polars-1.37.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/31/07/d890382bbfdeb25db039ef4a8c8f93b3faf0016e18130513274204954203/polars-1.37.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "853c1bbb237add6a5f6d133c15094a9b727d66dd6a4eb91dbb07cdb056b2b8ef"
+sha256 = "fcc549b9923ef1bd6fd99b5fd0a00dfedf85406f4758ae018a69bcd18a91f113"
 
 [[packages]]
 name = "polars-runtime-32"
-version = "1.36.1"
+version = "1.37.0"
 
 [[packages.wheels]]
-name = "polars_runtime_32-1.36.1-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/05/0f/e629713a72999939b7b4bfdbf030a32794db588b04fdf3dc977dd8ea6c53/polars_runtime_32-1.36.1-cp39-abi3-win_amd64.whl"
+name = "polars_runtime_32-1.37.0-cp310-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/38/e3/aad525d8d89b903fcfa2bd0b4cb66b8a6e83e80b3d1348c5a428092d2983/polars_runtime_32-1.37.0-cp310-abi3-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "cc17101f28c9a169ff8b5b8d4977a3683cd403621841623825525f440b564cf0"
+sha256 = "f87f76f16e8030d277ecca0c0976aca62ec2b6ba2099ee9c6f75dfc97e7dc1b1"
 
 [[packages]]
 name = "prettytable"
@@ -3050,14 +3050,14 @@ sha256 = "5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153"
 
 [[packages]]
 name = "psutil"
-version = "7.1.1"
+version = "7.2.1"
 
 [[packages.wheels]]
-name = "psutil-7.1.1-cp37-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/be/f3/11fd213fff15427bc2853552138760c720fd65032d99edfb161910d04127/psutil-7.1.1-cp37-abi3-win_amd64.whl"
+name = "psutil-7.2.1-cp37-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/34/68/d9317542e3f2b180c4306e3f45d3c922d7e86d8ce39f941bb9e2e9d8599e/psutil-7.2.1-cp37-abi3-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "9b4f17c5f65e44f69bd3a3406071a47b79df45cf2236d1f717970afcb526bcd3"
+sha256 = "b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17"
 
 [[packages]]
 name = "psycopg2"
@@ -3424,14 +3424,14 @@ sha256 = "4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16"
 
 [[packages]]
 name = "pyparsing"
-version = "3.2.5"
+version = "3.3.1"
 
 [[packages.wheels]]
-name = "pyparsing-3.2.5-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/10/5e/1aa9a93198c6b64513c9d7752de7422c06402de6600a8767da1524f9570b/pyparsing-3.2.5-py3-none-any.whl"
+name = "pyparsing-3.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8b/40/2614036cdd416452f5bf98ec037f38a1afb17f327cb8e6b652d4729e0af8/pyparsing-3.3.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e"
+sha256 = "023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82"
 
 [[packages]]
 name = "pypdf"
@@ -4128,14 +4128,14 @@ sha256 = "ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4"
 
 [[packages]]
 name = "ruff"
-version = "0.14.7"
+version = "0.14.11"
 
 [[packages.wheels]]
-name = "ruff-0.14.7-py3-none-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/a8/b5/d0b7d145963136b564806f6584647af45ab98946660d399ec4da79cae036/ruff-0.14.7-py3-none-win_amd64.whl"
+name = "ruff-0.14.11-py3-none-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/58/f1/90ddc533918d3a2ad628bc3044cdfc094949e6d4b929220c3f0eb8a1c998/ruff-0.14.11-py3-none-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "e17a20ad0d3fad47a326d773a042b924d3ac31c6ca6deb6c72e9e6b5f661a7c6"
+sha256 = "f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6"
 
 [[packages]]
 name = "rx"
@@ -4161,14 +4161,14 @@ sha256 = "56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6"
 
 [[packages]]
 name = "scipy"
-version = "1.16.3"
+version = "1.17.0"
 
 [[packages.wheels]]
-name = "scipy-1.16.3-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/91/06/837893227b043fb9b0d13e4bd7586982d8136cb249ffb3492930dab905b8/scipy-1.16.3-cp314-cp314-win_amd64.whl"
+name = "scipy-1.17.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/9f/ec/42a6657f8d2d087e750e9a5dde0b481fd135657f09eaf1cf5688bb23c338/scipy-1.17.0-cp314-cp314-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "e5d42a9472e7579e473879a1990327830493a7047506d58d73fc429b84c1d49d"
+sha256 = "3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061"
 
 [[packages]]
 name = "scramp"
@@ -4280,6 +4280,17 @@ url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496a
 [packages.wheels.hashes]
 sha256 = "4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"
 
+[[packages]]
+name = "sklearn-compat"
+version = "0.1.5"
+
+[[packages.wheels]]
+name = "sklearn_compat-0.1.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/53/60/08cb1b41563a0a8f26a72b8c5d1726986ab535fee67aa95541b2a2cc1dfa/sklearn_compat-0.1.5-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce"
+
 [[packages]]
 name = "skrub"
 version = "0.7.0"
@@ -4755,14 +4766,14 @@ sha256 = "3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"
 
 [[packages]]
 name = "tokenizers"
-version = "0.22.1"
+version = "0.22.2"
 
 [[packages.wheels]]
-name = "tokenizers-0.22.1-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/b3/46/e33a8c93907b631a99377ef4c5f817ab453d0b34f93529421f42ff559671/tokenizers-0.22.1-cp39-abi3-win_amd64.whl"
+name = "tokenizers-0.22.2-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/65/71/0670843133a43d43070abeb1949abfdef12a86d490bea9cd9e18e37c5ff7/tokenizers-0.22.2-cp39-abi3-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138"
+sha256 = "c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48"
 
 [[packages]]
 name = "tomli-w"
@@ -4887,14 +4898,14 @@ sha256 = "4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8"
 
 [[packages]]
 name = "typer-slim"
-version = "0.20.0"
+version = "0.21.1"
 
 [[packages.wheels]]
-name = "typer_slim-0.20.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5e/dd/5cbf31f402f1cc0ab087c94d4669cfa55bd1e818688b910631e131d74e75/typer_slim-0.20.0-py3-none-any.whl"
+name = "typer_slim-0.21.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c8/0a/4aca634faf693e33004796b6cee0ae2e1dba375a800c16ab8d3eff4bb800/typer_slim-0.21.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d"
+sha256 = "6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d"
 
 [[packages]]
 name = "types-python-dateutil"
@@ -4909,14 +4920,14 @@ sha256 = "849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc"
 
 [[packages]]
 name = "types-requests"
-version = "2.32.0.20250328"
+version = "2.32.4.20260107"
 
 [[packages.wheels]]
-name = "types_requests-2.32.0.20250328-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/cc/15/3700282a9d4ea3b37044264d3e4d1b1f0095a4ebf860a99914fd544e3be3/types_requests-2.32.0.20250328-py3-none-any.whl"
+name = "types_requests-2.32.4.20260107-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1c/12/709ea261f2bf91ef0a26a9eed20f2623227a8ed85610c1e54c5805692ecb/types_requests-2.32.4.20260107-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2"
+sha256 = "b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d"
 
 [[packages]]
 name = "typing-extensions"
@@ -5008,25 +5019,25 @@ sha256 = "a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"
 
 [[packages]]
 name = "urllib3"
-version = "2.5.0"
+version = "2.6.3"
 
 [[packages.wheels]]
-name = "urllib3-2.5.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl"
+name = "urllib3-2.6.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04865dbcb2052843ff09c97b08904852d84/urllib3-2.6.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"
+sha256 = "bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"
 
 [[packages]]
 name = "uuid-utils"
-version = "0.12.0"
+version = "0.13.0"
 
 [[packages.wheels]]
-name = "uuid_utils-0.12.0-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/38/92/41c8734dd97213ee1d5ae435cf4499705dc4f2751e3b957fd12376f61784/uuid_utils-0.12.0-cp39-abi3-win_amd64.whl"
+name = "uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/6c/94/d05ab68622e66ad787a241dfe5ccc649b3af09f30eae977b9ee8f7046aaa/uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "9598e7c9da40357ae8fffc5d6938b1a7017f09a1acbcc95e14af8c65d48c655a"
+sha256 = "046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c"
 
 [[packages]]
 name = "uvicorn"
@@ -5129,14 +5140,14 @@ sha256 = "f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f"
 
 [[packages]]
 name = "werkzeug"
-version = "3.1.3"
+version = "3.1.5"
 
 [[packages.wheels]]
-name = "werkzeug-3.1.3-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/24/ab44c871b0f07f491e5d2ad12c9bd7358e527510618cb1b803a88e986db1/werkzeug-3.1.3-py3-none-any.whl"
+name = "werkzeug-3.1.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ad/e4/8d97cca767bcc1be76d16fb76951608305561c6e056811587f36cb1316a8/werkzeug-3.1.5-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"
+sha256 = "5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc"
 
 [[packages]]
 name = "whatthepatch"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb0.toml b/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb0.toml
index 809332c5..ae8e6d15 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb0.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb0.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "25.0"
+version = "26.0rc1"
 
 [[packages.wheels]]
-name = "packaging-25.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl"
+name = "packaging-26.0rc1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/40/35/ddf3a6e8fc754fb939e2ea36fde96c28189184d6115afcf60011bb438ae5/packaging-26.0rc1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"
+sha256 = "ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt
index dc862046..f015bd18 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb0.txt
@@ -2,8 +2,8 @@ build==1.3.0 \
     --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+packaging==26.0rc1 \
+    --hash=sha256:ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb0.txt
index 809668d0..81d393b4 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb0.txt
@@ -118,8 +118,8 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.0 \
-    --hash=sha256:a95f17ed22be3f978363703beb6008b55000ce0e85124ddb976fa5b688014fea
+cohere==5.20.1 \
+    --hash=sha256:d230fd13d95ba92ae927fce3dd497599b169883afc7954fe29b39fb8d5df5fc7
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorcet==3.1.0 \
@@ -146,8 +146,8 @@ cython==3.2.4 \
     --hash=sha256:83266c356c13c68ffe658b4905279c993d8a5337bb0160fa90c8a3e297ea9a2e
 cytoolz==1.1.0 \
     --hash=sha256:9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc
-dask==2025.11.0 \
-    --hash=sha256:08c35a8146c05c93b34f83cf651009129c42ee71762da7ca452fb7308641c2b8
+dask==2025.12.0 \
+    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
@@ -168,8 +168,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.11.0 \
-    --hash=sha256:1794ff25b19ba347ccce563fb1dd5898c3bb30f500b15f8c20ad373f6281b30f
+distributed==2025.12.0 \
+    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==5.2.8 \
@@ -196,20 +196,20 @@ faker==38.2.0 \
     --hash=sha256:35fe4a0a79dee0dc4103a6083ee9224941e7d3594811a50e3969e547b0d2ee65
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.123.9 \
-    --hash=sha256:f54c69f23db14bd3dbcdfaf3fdce0483ca5f499512380c8e379a70cda30aa920
+fastapi==0.128.0 \
+    --hash=sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d
 fastavro==1.12.1 \
     --hash=sha256:5aa777b8ee595b50aa084104cd70670bf25a7bbb9fd8bb5d07524b0785ee1699
 fastjsonschema==2.21.2 \
     --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
-filelock==3.20.0 \
-    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2
+filelock==3.20.3 \
+    --hash=sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1
 flake8==7.1.1 \
     --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
 flask==3.1.2 \
     --hash=sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c
-flatbuffers==25.2.10 \
-    --hash=sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
 flexcache==0.3 \
     --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
 flexparser==0.4 \
@@ -228,8 +228,8 @@ fqdn==1.5.1 \
     --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
 frozenlist==1.8.0 \
     --hash=sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231
-fsspec==2025.9.0 \
-    --hash=sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7
+fsspec==2026.1.0 \
+    --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
 genai-prices==0.0.38 \
@@ -242,8 +242,8 @@ geopy==2.4.1 \
     --hash=sha256:ae8b4bc5c1131820f4d75fce9d4aaaca0c85189b3aa5d64c3dcaf5e3b7b882a7
 gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
-gitpython==3.1.45 \
-    --hash=sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77
+gitpython==3.1.46 \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
 google-auth==2.43.0 \
     --hash=sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16
 google-genai==1.55.0 \
@@ -258,8 +258,8 @@ greenlet==3.2.4 \
     --hash=sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b
 griffe==1.14.0 \
     --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
-groq==0.37.1 \
-    --hash=sha256:b49f8c8898c55eaec9f71f1342f3fcacc9560d67a08ce5f35fbfb84e8dacd3da
+groq==1.0.0 \
+    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.13.4 \
     --hash=sha256:ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7
 h11==0.16.0 \
@@ -284,10 +284,10 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.0 \
-    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
-huggingface-hub==1.2.3 \
-    --hash=sha256:c9b7a91a9eedaa2149cdc12bdd8f5a11780e10de1f1024718becf9e41e5a4642
+httpx-sse==0.4.1 \
+    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+huggingface-hub==1.3.1 \
+    --hash=sha256:efbc7f3153cb84e2bb69b62ed90985e21ecc9343d15647a419fc0ee4b85f0ac3
 humanfriendly==10.0 \
     --hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477
 hupper==1.12.1 \
@@ -308,10 +308,10 @@ imageio==2.37.0 \
     --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
-imbalanced-learn==0.14.0 \
-    --hash=sha256:8a8700c02ca185e113064815513f990fbf84eb4e7701f1d4e944ce67fb259a60
-importlib-metadata==8.7.0 \
-    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+imbalanced-learn==0.14.1 \
+    --hash=sha256:fcdff8d27870d6992ea3496230788b97ff98e24302e7f6c598701da525ae440f
+importlib-metadata==8.7.1 \
+    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
@@ -408,20 +408,20 @@ keyring==25.6.0 \
     --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
 kiwisolver==1.4.9 \
     --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d
-langchain==1.1.3 \
-    --hash=sha256:e5b208ed93e553df4087117a40bd0d450f9095030a843cad35c53ff2814bf731
-langchain-core==1.2.0 \
-    --hash=sha256:ed95ee5cbab0d1188c91ad230bb6a513427bc1e2ed5a8329075ab24412cd7727
+langchain==1.2.3 \
+    --hash=sha256:5cdc7c80f672962b030c4b0d16d0d8f26d849c0ada63a4b8653a20d7505512ae
+langchain-core==1.2.7 \
+    --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.5 \
     --hash=sha256:b4cfd173dca3c389735b47228ad8b295e6f7b3df779aba3a1e0c23871f81281e
 langgraph-checkpoint==3.0.0 \
     --hash=sha256:560beb83e629784ab689212a3d60834fb3196b4bbe1d6ac18e5cad5d85d46010
 langgraph-prebuilt==1.0.5 \
     --hash=sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496
-langgraph-sdk==0.3.0 \
-    --hash=sha256:c1ade483fba17ae354ee920e4779042b18d5aba875f2a858ba569f62f628f26f
-langsmith==0.4.59 \
-    --hash=sha256:97c26399286441a7b7b06b912e2801420fbbf3a049787e609d49dc975ab10bc5
+langgraph-sdk==0.3.2 \
+    --hash=sha256:0b0ab967eab59c20989d46f2020da439bd914ed8f4caf3326813be9b70d9037e
+langsmith==0.6.2 \
+    --hash=sha256:1ea1a591f52683a5aeebdaa2b58458d72ce9598105dd8b29e16f7373631a6434
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.6.2 \
@@ -448,8 +448,8 @@ markdown==3.9 \
     --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
-markdownify==1.2.0 \
-    --hash=sha256:48e150a1c4993d4d50f282f725c0111bd9eb25645d41fa2f543708fd44161351
+markdownify==1.2.2 \
+    --hash=sha256:3f02d3cc52714084d6e589f70397b6fc9f2f3a8531481bf35e8cc39f975e186a
 markitdown==0.1.2 \
     --hash=sha256:4881f0768794ffccb52d09dd86498813a6896ba9639b4fc15512817f56ed9d74
 markupsafe==3.0.3 \
@@ -458,8 +458,8 @@ matplotlib==3.10.8 \
     --hash=sha256:e8ea3e2d4066083e264e75c829078f9e149fa119d27e19acd503de65e0b13149
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
-maturin==1.10.2 \
-    --hash=sha256:da777766fd584440dc9fecd30059a94f85e4983f58b09e438ae38ee4b494024c
+maturin==1.11.5 \
+    --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
 mcp==1.21.0 \
@@ -508,8 +508,8 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:edd47048eb65c196b28aa9d2c0c6a017d8ca084a9a7041cd317301c829eb5a05
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.13.0 \
-    --hash=sha256:9b795523c179ca78204e3be53726da374168f906e38de2ff174c2363baaaf481
+narwhals==2.15.0 \
+    --hash=sha256:cbfe21ca19d260d9fd67f995ec75c44592d1f106933b03ddd375df7ac841f9d6
 nbclient==0.10.2 \
     --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
 nbconvert==7.16.6 \
@@ -536,8 +536,8 @@ numpydoc==1.8.0 \
     --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
 onnxruntime==1.23.2 \
     --hash=sha256:1f9cc0a55349c584f083c1c076e611a7c35d5b867d5d6e6d6c823bf821978088
-openai==2.11.0 \
-    --hash=sha256:21189da44d2e3d027b08c7a920ba4454b8b7d6d30ae7e64d9de11dbe946d4faa
+openai==2.15.0 \
+    --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.34.1 \
@@ -560,8 +560,8 @@ pandas==2.3.3 \
     --hash=sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee
 pandocfilters==1.5.1 \
     --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc
-panel==1.8.4 \
-    --hash=sha256:d0e0f316c78159c87544a403d4600f7f056a6cafdc035df5b13c9c8667c36c96
+panel==1.8.5 \
+    --hash=sha256:b2baf010fcfac4c92eeffe71f469907b2f7fadcffdd36e42f87c541cbb48c3b3
 papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
 param==2.3.1 \
@@ -570,8 +570,8 @@ parso==0.8.5 \
     --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08
+pathspec==1.0.3 \
+    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
 patsy==1.0.1 \
     --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
 pep8==1.7.1 \
@@ -582,14 +582,14 @@ pg8000==1.31.5 \
     --hash=sha256:0af2c1926b153307639868d2ee5cef6cd3a7d07448e12736989b10e1d491e201
 pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
-pillow==12.0.0 \
-    --hash=sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905
+pillow==12.1.0 \
+    --hash=sha256:461f9dfdafa394c59cd6d818bdfdbab4028b83b02caadaff0ffd433faf4c9a7a
 pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.0 \
-    --hash=sha256:5ac851e100367735250206788a2b1325412aa4a4917a4fe3e6f0bc5aa6f3d90a
+plotly==6.5.1 \
+    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
 plotpy==2.8.2 \
@@ -598,10 +598,10 @@ pluggy==1.5.0 \
     --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
-polars==1.36.1 \
-    --hash=sha256:853c1bbb237add6a5f6d133c15094a9b727d66dd6a4eb91dbb07cdb056b2b8ef
-polars-runtime-32==1.36.1 \
-    --hash=sha256:cc17101f28c9a169ff8b5b8d4977a3683cd403621841623825525f440b564cf0
+polars==1.37.0 \
+    --hash=sha256:fcc549b9923ef1bd6fd99b5fd0a00dfedf85406f4758ae018a69bcd18a91f113
+polars-runtime-32==1.37.0 \
+    --hash=sha256:f87f76f16e8030d277ecca0c0976aca62ec2b6ba2099ee9c6f75dfc97e7dc1b1
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
 prince==0.16.3 \
@@ -614,10 +614,10 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e
-protobuf==6.33.1 \
-    --hash=sha256:923aa6d27a92bf44394f6abf7ea0500f38769d4b07f4be41cb52bd8b1123b9ed
-psutil==7.1.1 \
-    --hash=sha256:9b4f17c5f65e44f69bd3a3406071a47b79df45cf2236d1f717970afcb526bcd3
+protobuf==6.33.3 \
+    --hash=sha256:1fd18f030ae9df97712fbbb0849b6e54c63e3edd9b88d8c3bb4771f84d8db7a4
+psutil==7.2.1 \
+    --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:8dc379166b5b7d5ea66dcebf433011dfc51a7bb8a5fc12367fa05668e5fc53c8
 psygnal==0.15.0 \
@@ -694,8 +694,8 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.2.5 \
-    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+pyparsing==3.3.1 \
+    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
 pypdf==5.6.0 \
     --hash=sha256:ca6bf446bfb0a2d8d71d6d6bb860798d864c36a29b3d9ae8d7fc7958c59f88e7
 pyperclip==1.11.0 \
@@ -828,16 +828,16 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.0 \
     --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
-ruff==0.14.7 \
-    --hash=sha256:e17a20ad0d3fad47a326d773a042b924d3ac31c6ca6deb6c72e9e6b5f661a7c6
+ruff==0.14.11 \
+    --hash=sha256:f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
     --hash=sha256:ac529eb9dbd5954f9aaa2e3fe9a3fd9661bfe24e134c688587d811a0233127f1
 scikit-learn==1.8.0 \
     --hash=sha256:2de443b9373b3b615aec1bb57f9baa6bb3a9bd093f1269ba95c17d870422b271
-scipy==1.16.3 \
-    --hash=sha256:062246acacbe9f8210de8e751b16fc37458213f124bef161a5a02c7a39284304
+scipy==1.17.0 \
+    --hash=sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812
 scramp==1.4.5 \
     --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
 scs==3.2.9 \
@@ -858,6 +858,8 @@ simpy==4.1.1 \
     --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
 skrub==0.7.0 \
     --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
 smmap==5.0.2 \
@@ -954,8 +956,8 @@ tiktoken==0.12.0 \
     --hash=sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697
 tinycss2==1.4.0 \
     --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
-tokenizers==0.22.1 \
-    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
 toml==0.10.2 \
     --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
 tomli-w==1.2.0 \
@@ -980,12 +982,12 @@ twine==6.1.0 \
     --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
 typer==0.20.1 \
     --hash=sha256:4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8
-typer-slim==0.20.0 \
-    --hash=sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
 types-python-dateutil==2.9.0.20250822 \
     --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
-types-requests==2.32.0.20250328 \
-    --hash=sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
@@ -1004,10 +1006,10 @@ uncertainties==3.2.3 \
     --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
 uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
-urllib3==2.5.0 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
-uuid-utils==0.12.0 \
-    --hash=sha256:9598e7c9da40357ae8fffc5d6938b1a7017f09a1acbcc95e14af8c65d48c655a
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.13.0 \
+    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
 uvicorn==0.38.0 \
     --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02
 vega-datasets==0.9.0 \
@@ -1026,16 +1028,16 @@ websocket-client==1.9.0 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
 websockets==15.0.1 \
     --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561
-werkzeug==3.1.3 \
-    --hash=sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.45.1 \
     --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
 widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
-wordcloud==1.9.4 \
-    --hash=sha256:8c9a5af2fbcf029a19e827adbee58e86efe7536dca7a42380a8601113a86069b
+wordcloud==1.9.5 \
+    --hash=sha256:b02205ff66f81bc6be1c418c98da08c353847196f2ccf945bd3ea5a52f22aec7
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
 wrapt==2.0.1 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt
index dc862046..f015bd18 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0.txt
@@ -2,8 +2,8 @@ build==1.3.0 \
     --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+packaging==26.0rc1 \
+    --hash=sha256:ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt
index ba20262a..99b24ebf 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0_wheels.txt
@@ -114,8 +114,8 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.0 \
-    --hash=sha256:a95f17ed22be3f978363703beb6008b55000ce0e85124ddb976fa5b688014fea
+cohere==5.20.1 \
+    --hash=sha256:d230fd13d95ba92ae927fce3dd497599b169883afc7954fe29b39fb8d5df5fc7
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 coloredlogs==15.0.1 \
@@ -138,8 +138,8 @@ cython==3.2.4 \
     --hash=sha256:83266c356c13c68ffe658b4905279c993d8a5337bb0160fa90c8a3e297ea9a2e
 cytoolz==1.1.0 \
     --hash=sha256:9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc
-dask==2025.11.0 \
-    --hash=sha256:08c35a8146c05c93b34f83cf651009129c42ee71762da7ca452fb7308641c2b8
+dask==2025.12.0 \
+    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
@@ -158,8 +158,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.11.0 \
-    --hash=sha256:1794ff25b19ba347ccce563fb1dd5898c3bb30f500b15f8c20ad373f6281b30f
+distributed==2025.12.0 \
+    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 dnspython==2.7.0 \
@@ -184,20 +184,20 @@ faker==38.2.0 \
     --hash=sha256:35fe4a0a79dee0dc4103a6083ee9224941e7d3594811a50e3969e547b0d2ee65
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.123.9 \
-    --hash=sha256:f54c69f23db14bd3dbcdfaf3fdce0483ca5f499512380c8e379a70cda30aa920
+fastapi==0.128.0 \
+    --hash=sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d
 fastavro==1.12.1 \
     --hash=sha256:5aa777b8ee595b50aa084104cd70670bf25a7bbb9fd8bb5d07524b0785ee1699
 fastjsonschema==2.21.2 \
     --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
-filelock==3.20.0 \
-    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2
+filelock==3.20.3 \
+    --hash=sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1
 flake8==7.1.1 \
     --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
 flask==3.1.2 \
     --hash=sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c
-flatbuffers==25.2.10 \
-    --hash=sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
 flexcache==0.3 \
     --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
 flexparser==0.4 \
@@ -214,8 +214,8 @@ fqdn==1.5.1 \
     --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
 frozenlist==1.8.0 \
     --hash=sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231
-fsspec==2025.9.0 \
-    --hash=sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7
+fsspec==2026.1.0 \
+    --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
 genai-prices==0.0.38 \
@@ -228,8 +228,8 @@ geopy==2.4.1 \
     --hash=sha256:ae8b4bc5c1131820f4d75fce9d4aaaca0c85189b3aa5d64c3dcaf5e3b7b882a7
 gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
-gitpython==3.1.45 \
-    --hash=sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77
+gitpython==3.1.46 \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
 google-auth==2.43.0 \
     --hash=sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16
 google-genai==1.55.0 \
@@ -244,8 +244,8 @@ greenlet==3.2.4 \
     --hash=sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b
 griffe==1.14.0 \
     --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
-groq==0.37.1 \
-    --hash=sha256:b49f8c8898c55eaec9f71f1342f3fcacc9560d67a08ce5f35fbfb84e8dacd3da
+groq==1.0.0 \
+    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.13.4 \
     --hash=sha256:ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7
 h11==0.16.0 \
@@ -268,10 +268,10 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.0 \
-    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
-huggingface-hub==1.2.3 \
-    --hash=sha256:c9b7a91a9eedaa2149cdc12bdd8f5a11780e10de1f1024718becf9e41e5a4642
+httpx-sse==0.4.1 \
+    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+huggingface-hub==1.3.1 \
+    --hash=sha256:efbc7f3153cb84e2bb69b62ed90985e21ecc9343d15647a419fc0ee4b85f0ac3
 humanfriendly==10.0 \
     --hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477
 hupper==1.12.1 \
@@ -290,10 +290,10 @@ imageio==2.37.0 \
     --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
-imbalanced-learn==0.14.0 \
-    --hash=sha256:8a8700c02ca185e113064815513f990fbf84eb4e7701f1d4e944ce67fb259a60
-importlib-metadata==8.7.0 \
-    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+imbalanced-learn==0.14.1 \
+    --hash=sha256:fcdff8d27870d6992ea3496230788b97ff98e24302e7f6c598701da525ae440f
+importlib-metadata==8.7.1 \
+    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
@@ -390,20 +390,20 @@ keyring==25.6.0 \
     --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
 kiwisolver==1.4.9 \
     --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d
-langchain==1.1.3 \
-    --hash=sha256:e5b208ed93e553df4087117a40bd0d450f9095030a843cad35c53ff2814bf731
-langchain-core==1.2.0 \
-    --hash=sha256:ed95ee5cbab0d1188c91ad230bb6a513427bc1e2ed5a8329075ab24412cd7727
+langchain==1.2.3 \
+    --hash=sha256:5cdc7c80f672962b030c4b0d16d0d8f26d849c0ada63a4b8653a20d7505512ae
+langchain-core==1.2.7 \
+    --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.5 \
     --hash=sha256:b4cfd173dca3c389735b47228ad8b295e6f7b3df779aba3a1e0c23871f81281e
 langgraph-checkpoint==3.0.0 \
     --hash=sha256:560beb83e629784ab689212a3d60834fb3196b4bbe1d6ac18e5cad5d85d46010
 langgraph-prebuilt==1.0.5 \
     --hash=sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496
-langgraph-sdk==0.3.0 \
-    --hash=sha256:c1ade483fba17ae354ee920e4779042b18d5aba875f2a858ba569f62f628f26f
-langsmith==0.4.59 \
-    --hash=sha256:97c26399286441a7b7b06b912e2801420fbbf3a049787e609d49dc975ab10bc5
+langgraph-sdk==0.3.2 \
+    --hash=sha256:0b0ab967eab59c20989d46f2020da439bd914ed8f4caf3326813be9b70d9037e
+langsmith==0.6.2 \
+    --hash=sha256:1ea1a591f52683a5aeebdaa2b58458d72ce9598105dd8b29e16f7373631a6434
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.6.2 \
@@ -432,8 +432,8 @@ matplotlib==3.10.8 \
     --hash=sha256:e8ea3e2d4066083e264e75c829078f9e149fa119d27e19acd503de65e0b13149
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
-maturin==1.10.2 \
-    --hash=sha256:da777766fd584440dc9fecd30059a94f85e4983f58b09e438ae38ee4b494024c
+maturin==1.11.5 \
+    --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
 mcp==1.21.0 \
@@ -476,8 +476,8 @@ mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.13.0 \
-    --hash=sha256:9b795523c179ca78204e3be53726da374168f906e38de2ff174c2363baaaf481
+narwhals==2.15.0 \
+    --hash=sha256:cbfe21ca19d260d9fd67f995ec75c44592d1f106933b03ddd375df7ac841f9d6
 nbclient==0.10.2 \
     --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
 nbconvert==7.16.6 \
@@ -504,8 +504,8 @@ numpydoc==1.8.0 \
     --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
 onnxruntime==1.23.2 \
     --hash=sha256:1f9cc0a55349c584f083c1c076e611a7c35d5b867d5d6e6d6c823bf821978088
-openai==2.11.0 \
-    --hash=sha256:21189da44d2e3d027b08c7a920ba4454b8b7d6d30ae7e64d9de11dbe946d4faa
+openai==2.15.0 \
+    --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.34.1 \
@@ -534,8 +534,8 @@ parso==0.8.5 \
     --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08
+pathspec==1.0.3 \
+    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
 patsy==1.0.1 \
     --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
 pep8==1.7.1 \
@@ -546,16 +546,16 @@ pg8000==1.31.5 \
     --hash=sha256:0af2c1926b153307639868d2ee5cef6cd3a7d07448e12736989b10e1d491e201
 pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
-pillow==12.0.0 \
-    --hash=sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905
+pillow==12.1.0 \
+    --hash=sha256:461f9dfdafa394c59cd6d818bdfdbab4028b83b02caadaff0ffd433faf4c9a7a
 pip==25.3 \
     --hash=sha256:9655943313a94722b7774661c21049070f6bbb0a1516bf02f7c8d5d9201514cd
 pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.0 \
-    --hash=sha256:5ac851e100367735250206788a2b1325412aa4a4917a4fe3e6f0bc5aa6f3d90a
+plotly==6.5.1 \
+    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
 plotpy==2.8.2 \
@@ -564,10 +564,10 @@ pluggy==1.5.0 \
     --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
-polars==1.36.1 \
-    --hash=sha256:853c1bbb237add6a5f6d133c15094a9b727d66dd6a4eb91dbb07cdb056b2b8ef
-polars-runtime-32==1.36.1 \
-    --hash=sha256:cc17101f28c9a169ff8b5b8d4977a3683cd403621841623825525f440b564cf0
+polars==1.37.0 \
+    --hash=sha256:fcc549b9923ef1bd6fd99b5fd0a00dfedf85406f4758ae018a69bcd18a91f113
+polars-runtime-32==1.37.0 \
+    --hash=sha256:f87f76f16e8030d277ecca0c0976aca62ec2b6ba2099ee9c6f75dfc97e7dc1b1
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
 prince==0.16.3 \
@@ -580,10 +580,10 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e
-protobuf==6.33.1 \
-    --hash=sha256:d595a9fd694fdeb061a62fbe10eb039cc1e444df81ec9bb70c7fc59ebcb1eafa
-psutil==7.1.1 \
-    --hash=sha256:9b4f17c5f65e44f69bd3a3406071a47b79df45cf2236d1f717970afcb526bcd3
+protobuf==6.33.3 \
+    --hash=sha256:1fd18f030ae9df97712fbbb0849b6e54c63e3edd9b88d8c3bb4771f84d8db7a4
+psutil==7.2.1 \
+    --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:8dc379166b5b7d5ea66dcebf433011dfc51a7bb8a5fc12367fa05668e5fc53c8
 psygnal==0.15.0 \
@@ -656,8 +656,8 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.2.5 \
-    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+pyparsing==3.3.1 \
+    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
 pypdf==5.6.0 \
     --hash=sha256:ca6bf446bfb0a2d8d71d6d6bb860798d864c36a29b3d9ae8d7fc7958c59f88e7
 pyperclip==1.11.0 \
@@ -788,16 +788,16 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.0 \
     --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
-ruff==0.14.7 \
-    --hash=sha256:e17a20ad0d3fad47a326d773a042b924d3ac31c6ca6deb6c72e9e6b5f661a7c6
+ruff==0.14.11 \
+    --hash=sha256:f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
     --hash=sha256:ac529eb9dbd5954f9aaa2e3fe9a3fd9661bfe24e134c688587d811a0233127f1
 scikit-learn==1.8.0 \
     --hash=sha256:2de443b9373b3b615aec1bb57f9baa6bb3a9bd093f1269ba95c17d870422b271
-scipy==1.16.3 \
-    --hash=sha256:062246acacbe9f8210de8e751b16fc37458213f124bef161a5a02c7a39284304
+scipy==1.17.0 \
+    --hash=sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812
 scramp==1.4.5 \
     --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
 scs==3.2.9 \
@@ -818,6 +818,8 @@ simpy==4.1.1 \
     --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
 skrub==0.7.0 \
     --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
 smmap==5.0.2 \
@@ -912,8 +914,8 @@ tiktoken==0.12.0 \
     --hash=sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697
 tinycss2==1.4.0 \
     --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
-tokenizers==0.22.1 \
-    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
 toml==0.10.2 \
     --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
 tomli-w==1.2.0 \
@@ -938,12 +940,12 @@ twine==6.1.0 \
     --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
 typer==0.20.1 \
     --hash=sha256:4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8
-typer-slim==0.20.0 \
-    --hash=sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
 types-python-dateutil==2.9.0.20250822 \
     --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
-types-requests==2.32.0.20250328 \
-    --hash=sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
@@ -960,10 +962,10 @@ uncertainties==3.2.3 \
     --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
 uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
-urllib3==2.5.0 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
-uuid-utils==0.12.0 \
-    --hash=sha256:9598e7c9da40357ae8fffc5d6938b1a7017f09a1acbcc95e14af8c65d48c655a
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.13.0 \
+    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
 uvicorn==0.38.0 \
     --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02
 vega-datasets==0.9.0 \
@@ -982,16 +984,16 @@ websocket-client==1.9.0 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
 websockets==15.0.1 \
     --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561
-werkzeug==3.1.3 \
-    --hash=sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.45.1 \
     --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
 widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
-wordcloud==1.9.4 \
-    --hash=sha256:8c9a5af2fbcf029a19e827adbee58e86efe7536dca7a42380a8601113a86069b
+wordcloud==1.9.5 \
+    --hash=sha256:b02205ff66f81bc6be1c418c98da08c353847196f2ccf945bd3ea5a52f22aec7
 wrapt==2.0.1 \
     --hash=sha256:9ca66b38dd642bf90c59b6738af8070747b610115a39af2498535f62b5cdc1c3
 wsproto==1.2.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt
deleted file mode 100644
index dc862046..00000000
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb0local.txt
+++ /dev/null
@@ -1,18 +0,0 @@
-build==1.3.0 \
-    --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
-colorama==0.4.6 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
-pyproject-hooks==1.2.0 \
-    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
-setuptools==80.9.0 \
-    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
-sqlite-bro==0.13.1 \
-    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
-sv-ttk==2.6.0 \
-    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
-wppm==17.2.20250823 \
-    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt
index dc862046..f015bd18 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb0.txt
@@ -2,8 +2,8 @@ build==1.3.0 \
     --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+packaging==26.0rc1 \
+    --hash=sha256:ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt
index dc862046..f015bd18 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb0.txt
@@ -2,8 +2,8 @@ build==1.3.0 \
     --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+packaging==26.0rc1 \
+    --hash=sha256:ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb0.txt
index 2843fd97..551575d3 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb0.txt
@@ -116,8 +116,8 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.0 \
-    --hash=sha256:a95f17ed22be3f978363703beb6008b55000ce0e85124ddb976fa5b688014fea
+cohere==5.20.1 \
+    --hash=sha256:d230fd13d95ba92ae927fce3dd497599b169883afc7954fe29b39fb8d5df5fc7
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorcet==3.1.0 \
@@ -140,8 +140,8 @@ cython==3.2.4 \
     --hash=sha256:983f9d2bb8a896e16fa68f2b37866ded35fa980195eefe62f764ddc5f9f5ef8e
 cytoolz==1.1.0 \
     --hash=sha256:472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec
-dask==2025.11.0 \
-    --hash=sha256:08c35a8146c05c93b34f83cf651009129c42ee71762da7ca452fb7308641c2b8
+dask==2025.12.0 \
+    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
@@ -160,8 +160,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.11.0 \
-    --hash=sha256:1794ff25b19ba347ccce563fb1dd5898c3bb30f500b15f8c20ad373f6281b30f
+distributed==2025.12.0 \
+    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==5.2.8 \
@@ -188,20 +188,20 @@ faker==38.2.0 \
     --hash=sha256:35fe4a0a79dee0dc4103a6083ee9224941e7d3594811a50e3969e547b0d2ee65
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.123.9 \
-    --hash=sha256:f54c69f23db14bd3dbcdfaf3fdce0483ca5f499512380c8e379a70cda30aa920
+fastapi==0.128.0 \
+    --hash=sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d
 fastavro==1.12.1 \
     --hash=sha256:792356d320f6e757e89f7ac9c22f481e546c886454a6709247f43c0dd7058004
 fastjsonschema==2.21.2 \
     --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
-filelock==3.20.0 \
-    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2
+filelock==3.20.3 \
+    --hash=sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1
 flake8==7.1.1 \
     --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
 flask==3.1.2 \
     --hash=sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c
-flatbuffers==25.2.10 \
-    --hash=sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
 flexcache==0.3 \
     --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
 flexparser==0.4 \
@@ -220,8 +220,8 @@ fqdn==1.5.1 \
     --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
 frozenlist==1.8.0 \
     --hash=sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0
-fsspec==2025.9.0 \
-    --hash=sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7
+fsspec==2026.1.0 \
+    --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
 genai-prices==0.0.38 \
@@ -234,8 +234,8 @@ geopy==2.4.1 \
     --hash=sha256:ae8b4bc5c1131820f4d75fce9d4aaaca0c85189b3aa5d64c3dcaf5e3b7b882a7
 gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
-gitpython==3.1.45 \
-    --hash=sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77
+gitpython==3.1.46 \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
 google-auth==2.43.0 \
     --hash=sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16
 google-genai==1.55.0 \
@@ -250,8 +250,8 @@ greenlet==3.2.4 \
     --hash=sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01
 griffe==1.14.0 \
     --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
-groq==0.37.1 \
-    --hash=sha256:b49f8c8898c55eaec9f71f1342f3fcacc9560d67a08ce5f35fbfb84e8dacd3da
+groq==1.0.0 \
+    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.13.4 \
     --hash=sha256:ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7
 h11==0.16.0 \
@@ -276,10 +276,10 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.0 \
-    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
-huggingface-hub==1.2.3 \
-    --hash=sha256:c9b7a91a9eedaa2149cdc12bdd8f5a11780e10de1f1024718becf9e41e5a4642
+httpx-sse==0.4.1 \
+    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+huggingface-hub==1.3.1 \
+    --hash=sha256:efbc7f3153cb84e2bb69b62ed90985e21ecc9343d15647a419fc0ee4b85f0ac3
 humanfriendly==10.0 \
     --hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477
 hupper==1.12.1 \
@@ -300,10 +300,10 @@ imageio==2.37.0 \
     --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
-imbalanced-learn==0.14.0 \
-    --hash=sha256:8a8700c02ca185e113064815513f990fbf84eb4e7701f1d4e944ce67fb259a60
-importlib-metadata==8.7.0 \
-    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+imbalanced-learn==0.14.1 \
+    --hash=sha256:fcdff8d27870d6992ea3496230788b97ff98e24302e7f6c598701da525ae440f
+importlib-metadata==8.7.1 \
+    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
@@ -400,20 +400,20 @@ keyring==25.6.0 \
     --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
 kiwisolver==1.4.9 \
     --hash=sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7
-langchain==1.1.3 \
-    --hash=sha256:e5b208ed93e553df4087117a40bd0d450f9095030a843cad35c53ff2814bf731
-langchain-core==1.2.0 \
-    --hash=sha256:ed95ee5cbab0d1188c91ad230bb6a513427bc1e2ed5a8329075ab24412cd7727
+langchain==1.2.3 \
+    --hash=sha256:5cdc7c80f672962b030c4b0d16d0d8f26d849c0ada63a4b8653a20d7505512ae
+langchain-core==1.2.7 \
+    --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.5 \
     --hash=sha256:b4cfd173dca3c389735b47228ad8b295e6f7b3df779aba3a1e0c23871f81281e
 langgraph-checkpoint==3.0.0 \
     --hash=sha256:560beb83e629784ab689212a3d60834fb3196b4bbe1d6ac18e5cad5d85d46010
 langgraph-prebuilt==1.0.5 \
     --hash=sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496
-langgraph-sdk==0.3.0 \
-    --hash=sha256:c1ade483fba17ae354ee920e4779042b18d5aba875f2a858ba569f62f628f26f
-langsmith==0.4.59 \
-    --hash=sha256:97c26399286441a7b7b06b912e2801420fbbf3a049787e609d49dc975ab10bc5
+langgraph-sdk==0.3.2 \
+    --hash=sha256:0b0ab967eab59c20989d46f2020da439bd914ed8f4caf3326813be9b70d9037e
+langsmith==0.6.2 \
+    --hash=sha256:1ea1a591f52683a5aeebdaa2b58458d72ce9598105dd8b29e16f7373631a6434
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.6.2 \
@@ -438,16 +438,16 @@ markdown==3.9 \
     --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
-markdownify==1.2.0 \
-    --hash=sha256:48e150a1c4993d4d50f282f725c0111bd9eb25645d41fa2f543708fd44161351
+markdownify==1.2.2 \
+    --hash=sha256:3f02d3cc52714084d6e589f70397b6fc9f2f3a8531481bf35e8cc39f975e186a
 markupsafe==3.0.3 \
     --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581
 matplotlib==3.10.8 \
     --hash=sha256:83d282364ea9f3e52363da262ce32a09dfe241e4080dcedda3c0db059d3c1f11
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
-maturin==1.10.2 \
-    --hash=sha256:da777766fd584440dc9fecd30059a94f85e4983f58b09e438ae38ee4b494024c
+maturin==1.11.5 \
+    --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
 mcp==1.21.0 \
@@ -496,8 +496,8 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:56104693478fd447886c470a6d0558ded0fe2577df44c18232a6af6a2bbdd3e9
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.13.0 \
-    --hash=sha256:9b795523c179ca78204e3be53726da374168f906e38de2ff174c2363baaaf481
+narwhals==2.15.0 \
+    --hash=sha256:cbfe21ca19d260d9fd67f995ec75c44592d1f106933b03ddd375df7ac841f9d6
 nbclient==0.10.2 \
     --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
 nbconvert==7.16.6 \
@@ -522,8 +522,8 @@ numpy==2.3.5 \
     --hash=sha256:e6a0bc88393d65807d751a614207b7129a310ca4fe76a74e5c7da5fa5671417e
 numpydoc==1.8.0 \
     --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
-openai==2.11.0 \
-    --hash=sha256:21189da44d2e3d027b08c7a920ba4454b8b7d6d30ae7e64d9de11dbe946d4faa
+openai==2.15.0 \
+    --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.34.1 \
@@ -544,8 +544,8 @@ pandas==2.3.3 \
     --hash=sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5
 pandocfilters==1.5.1 \
     --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc
-panel==1.8.4 \
-    --hash=sha256:d0e0f316c78159c87544a403d4600f7f056a6cafdc035df5b13c9c8667c36c96
+panel==1.8.5 \
+    --hash=sha256:b2baf010fcfac4c92eeffe71f469907b2f7fadcffdd36e42f87c541cbb48c3b3
 papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
 param==2.3.1 \
@@ -554,8 +554,8 @@ parso==0.8.5 \
     --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08
+pathspec==1.0.3 \
+    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
 patsy==1.0.1 \
     --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
 pep8==1.7.1 \
@@ -566,24 +566,24 @@ pg8000==1.31.5 \
     --hash=sha256:0af2c1926b153307639868d2ee5cef6cd3a7d07448e12736989b10e1d491e201
 pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
-pillow==12.0.0 \
-    --hash=sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b
+pillow==12.1.0 \
+    --hash=sha256:4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94
 pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.0 \
-    --hash=sha256:5ac851e100367735250206788a2b1325412aa4a4917a4fe3e6f0bc5aa6f3d90a
+plotly==6.5.1 \
+    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
 pluggy==1.5.0 \
     --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
-polars==1.36.1 \
-    --hash=sha256:853c1bbb237add6a5f6d133c15094a9b727d66dd6a4eb91dbb07cdb056b2b8ef
-polars-runtime-32==1.36.1 \
-    --hash=sha256:cc17101f28c9a169ff8b5b8d4977a3683cd403621841623825525f440b564cf0
+polars==1.37.0 \
+    --hash=sha256:fcc549b9923ef1bd6fd99b5fd0a00dfedf85406f4758ae018a69bcd18a91f113
+polars-runtime-32==1.37.0 \
+    --hash=sha256:f87f76f16e8030d277ecca0c0976aca62ec2b6ba2099ee9c6f75dfc97e7dc1b1
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
 prince==0.16.3 \
@@ -596,10 +596,10 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153
-protobuf==6.33.1 \
-    --hash=sha256:923aa6d27a92bf44394f6abf7ea0500f38769d4b07f4be41cb52bd8b1123b9ed
-psutil==7.1.1 \
-    --hash=sha256:9b4f17c5f65e44f69bd3a3406071a47b79df45cf2236d1f717970afcb526bcd3
+protobuf==6.33.3 \
+    --hash=sha256:1fd18f030ae9df97712fbbb0849b6e54c63e3edd9b88d8c3bb4771f84d8db7a4
+psutil==7.2.1 \
+    --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:f10a48acba5fe6e312b891f290b4d2ca595fc9a06850fe53320beac353575578
 psygnal==0.15.0 \
@@ -674,8 +674,8 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.2.5 \
-    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+pyparsing==3.3.1 \
+    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
 pypdf==5.6.0 \
     --hash=sha256:ca6bf446bfb0a2d8d71d6d6bb860798d864c36a29b3d9ae8d7fc7958c59f88e7
 pyperclip==1.11.0 \
@@ -806,16 +806,16 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.0 \
     --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
-ruff==0.14.7 \
-    --hash=sha256:e17a20ad0d3fad47a326d773a042b924d3ac31c6ca6deb6c72e9e6b5f661a7c6
+ruff==0.14.11 \
+    --hash=sha256:f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
     --hash=sha256:0660b83968c15293fd9135e8d860053ee19500d52bf55ca4fb09de595a1af650
 scikit-learn==1.8.0 \
     --hash=sha256:56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6
-scipy==1.16.3 \
-    --hash=sha256:e5d42a9472e7579e473879a1990327830493a7047506d58d73fc429b84c1d49d
+scipy==1.17.0 \
+    --hash=sha256:3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061
 scramp==1.4.5 \
     --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
 scs==3.2.9 \
@@ -836,6 +836,8 @@ simpy==4.1.1 \
     --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
 skrub==0.7.0 \
     --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
 smmap==5.0.2 \
@@ -932,8 +934,8 @@ tiktoken==0.12.0 \
     --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
 tinycss2==1.4.0 \
     --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
-tokenizers==0.22.1 \
-    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
 toml==0.10.2 \
     --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
 tomli-w==1.2.0 \
@@ -958,12 +960,12 @@ twine==6.1.0 \
     --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
 typer==0.20.1 \
     --hash=sha256:4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8
-typer-slim==0.20.0 \
-    --hash=sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
 types-python-dateutil==2.9.0.20250822 \
     --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
-types-requests==2.32.0.20250328 \
-    --hash=sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
@@ -982,10 +984,10 @@ uncertainties==3.2.3 \
     --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
 uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
-urllib3==2.5.0 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
-uuid-utils==0.12.0 \
-    --hash=sha256:9598e7c9da40357ae8fffc5d6938b1a7017f09a1acbcc95e14af8c65d48c655a
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.13.0 \
+    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
 uvicorn==0.38.0 \
     --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02
 vega-datasets==0.9.0 \
@@ -1004,8 +1006,8 @@ websocket-client==1.9.0 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
 websockets==15.0.1 \
     --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
-werkzeug==3.1.3 \
-    --hash=sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.45.1 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt
index 28077df2..d7527056 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb0.txt
@@ -126,8 +126,8 @@ cython==3.2.4 \
     --hash=sha256:732fc93bc33ae4b14f6afaca663b916c2fdd5dcbfad7114e17fb2434eeaea45c
 cytoolz==1.1.0 \
     --hash=sha256:56e5afb69eb6e1b3ffc34716ee5f92ffbdb5cb003b3a5ca4d4b0fe700e217162
-dask==2025.11.0 \
-    --hash=sha256:08c35a8146c05c93b34f83cf651009129c42ee71762da7ca452fb7308641c2b8
+dask==2025.12.0 \
+    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
@@ -144,8 +144,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.11.0 \
-    --hash=sha256:1794ff25b19ba347ccce563fb1dd5898c3bb30f500b15f8c20ad373f6281b30f
+distributed==2025.12.0 \
+    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==5.2.8 \
@@ -170,18 +170,18 @@ faker==38.2.0 \
     --hash=sha256:35fe4a0a79dee0dc4103a6083ee9224941e7d3594811a50e3969e547b0d2ee65
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.123.9 \
-    --hash=sha256:f54c69f23db14bd3dbcdfaf3fdce0483ca5f499512380c8e379a70cda30aa920
+fastapi==0.128.0 \
+    --hash=sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d
 fastjsonschema==2.21.2 \
     --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
-filelock==3.20.0 \
-    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2
+filelock==3.20.3 \
+    --hash=sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1
 flake8==7.1.1 \
     --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
 flask==3.1.2 \
     --hash=sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c
-flatbuffers==25.2.10 \
-    --hash=sha256:ebba5f4d5ea615af3f7fd70fc310636fbb2bbd1f566ac0a23d98dd412de50051
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
 flexcache==0.3 \
     --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
 flexparser==0.4 \
@@ -200,8 +200,8 @@ fqdn==1.5.1 \
     --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
 frozenlist==1.8.0 \
     --hash=sha256:06be8f67f39c8b1dc671f5d83aaefd3358ae5cdcf8314552c57e7ed3e6475bdd
-fsspec==2025.9.0 \
-    --hash=sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7
+fsspec==2026.1.0 \
+    --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
 genai-prices==0.0.38 \
@@ -214,8 +214,8 @@ geopy==2.4.1 \
     --hash=sha256:ae8b4bc5c1131820f4d75fce9d4aaaca0c85189b3aa5d64c3dcaf5e3b7b882a7
 gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
-gitpython==3.1.45 \
-    --hash=sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77
+gitpython==3.1.46 \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
 google-auth==2.43.0 \
     --hash=sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16
 google-genai==1.55.0 \
@@ -228,8 +228,8 @@ graphql-relay==3.2.0 \
     --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
 griffe==1.14.0 \
     --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
-groq==0.37.1 \
-    --hash=sha256:b49f8c8898c55eaec9f71f1342f3fcacc9560d67a08ce5f35fbfb84e8dacd3da
+groq==1.0.0 \
+    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.2.0 \
@@ -252,8 +252,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.1 \
     --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
-huggingface-hub==1.2.3 \
-    --hash=sha256:c9b7a91a9eedaa2149cdc12bdd8f5a11780e10de1f1024718becf9e41e5a4642
+huggingface-hub==1.3.1 \
+    --hash=sha256:efbc7f3153cb84e2bb69b62ed90985e21ecc9343d15647a419fc0ee4b85f0ac3
 humanfriendly==10.0 \
     --hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477
 hupper==1.12.1 \
@@ -274,10 +274,10 @@ imageio==2.37.0 \
     --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
-imbalanced-learn==0.14.0 \
-    --hash=sha256:8a8700c02ca185e113064815513f990fbf84eb4e7701f1d4e944ce67fb259a60
-importlib-metadata==8.7.0 \
-    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+imbalanced-learn==0.14.1 \
+    --hash=sha256:fcdff8d27870d6992ea3496230788b97ff98e24302e7f6c598701da525ae440f
+importlib-metadata==8.7.1 \
+    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
@@ -390,16 +390,16 @@ markdown==3.9 \
     --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
-markdownify==1.2.0 \
-    --hash=sha256:48e150a1c4993d4d50f282f725c0111bd9eb25645d41fa2f543708fd44161351
+markdownify==1.2.2 \
+    --hash=sha256:3f02d3cc52714084d6e589f70397b6fc9f2f3a8531481bf35e8cc39f975e186a
 markupsafe==3.0.3 \
     --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9
 matplotlib==3.10.8 \
     --hash=sha256:25d380fe8b1dc32cf8f0b1b448470a77afb195438bafdf1d858bfb876f3edf7b
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
-maturin==1.10.2 \
-    --hash=sha256:da777766fd584440dc9fecd30059a94f85e4983f58b09e438ae38ee4b494024c
+maturin==1.11.5 \
+    --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
 mdit-py-plugins==0.5.0 \
@@ -446,8 +446,8 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:ace137b88eb6fdafa1e5b2e03ac76ce1b8b1844b3a4af1192a02ae7c1a45bdee
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.13.0 \
-    --hash=sha256:9b795523c179ca78204e3be53726da374168f906e38de2ff174c2363baaaf481
+narwhals==2.15.0 \
+    --hash=sha256:cbfe21ca19d260d9fd67f995ec75c44592d1f106933b03ddd375df7ac841f9d6
 nbclient==0.10.2 \
     --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
 nbconvert==7.16.6 \
@@ -466,26 +466,26 @@ notebook==7.5.1 \
     --hash=sha256:f4e2451c19910c33b88709b84537e11f6368c1cdff1aa0c43db701aea535dd44
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
-numpy==2.4.0 \
-    --hash=sha256:b1f5b45829ac1848893f0ddf5cb326110604d6df96cdc255b0bf9edd154104d4
+numpy==2.4.1 \
+    --hash=sha256:8f085da926c0d491ffff3096f91078cc97ea67e7e6b65e490bc8dcda65663be2
 numpydoc==1.8.0 \
     --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
-openai==2.11.0 \
-    --hash=sha256:21189da44d2e3d027b08c7a920ba4454b8b7d6d30ae7e64d9de11dbe946d4faa
+openai==2.15.0 \
+    --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.34.1 \
     --hash=sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+packaging==26.0rc1 \
+    --hash=sha256:ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786
 pandas==3.0.0rc1 \
     --hash=sha256:34d8098a4e3ce9c0d6c235072be3ba3a94f42da4a884aa5ccdcde1f0aad47933
 pandocfilters==1.5.1 \
     --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc
-panel==1.8.4 \
-    --hash=sha256:d0e0f316c78159c87544a403d4600f7f056a6cafdc035df5b13c9c8667c36c96
+panel==1.8.5 \
+    --hash=sha256:b2baf010fcfac4c92eeffe71f469907b2f7fadcffdd36e42f87c541cbb48c3b3
 papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
 param==2.3.1 \
@@ -494,8 +494,8 @@ parso==0.8.5 \
     --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08
+pathspec==1.0.3 \
+    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
 patsy==1.0.1 \
     --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
 pep8==1.7.1 \
@@ -506,14 +506,14 @@ pg8000==1.31.5 \
     --hash=sha256:0af2c1926b153307639868d2ee5cef6cd3a7d07448e12736989b10e1d491e201
 pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
-pillow==12.0.0 \
-    --hash=sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a
+pillow==12.1.0 \
+    --hash=sha256:27b9baecb428899db6c0de572d6d305cfaf38ca1596b5c0542a5182e3e74e8c6
 pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.0 \
-    --hash=sha256:5ac851e100367735250206788a2b1325412aa4a4917a4fe3e6f0bc5aa6f3d90a
+plotly==6.5.1 \
+    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 pluggy==1.5.0 \
     --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
 ply==3.11 \
@@ -530,8 +530,8 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1
-psutil==7.1.1 \
-    --hash=sha256:092b6350145007389c1cfe5716050f02030a05219d90057ea867d18fe8d372fc
+psutil==7.2.1 \
+    --hash=sha256:2ceae842a78d1603753561132d5ad1b2f8a7979cb0c283f5b52fb4e6e14b1a79
 psygnal==0.15.0 \
     --hash=sha256:023c361c38e8ada87d0704704e1f2b7e799e9771e00b8e174fb409ff9ddeb502
 ptyprocess==0.7.0 \
@@ -594,8 +594,8 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.2.5 \
-    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+pyparsing==3.3.1 \
+    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
 pypdf==5.6.0 \
     --hash=sha256:ca6bf446bfb0a2d8d71d6d6bb860798d864c36a29b3d9ae8d7fc7958c59f88e7
 pyperclip==1.11.0 \
@@ -696,16 +696,16 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.0 \
     --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
-ruff==0.14.7 \
-    --hash=sha256:e17a20ad0d3fad47a326d773a042b924d3ac31c6ca6deb6c72e9e6b5f661a7c6
+ruff==0.14.11 \
+    --hash=sha256:f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
     --hash=sha256:b702c3bb115e1dcf4abf5297429b5c90f2189655888cbed14921f3d26f81d3a4
 scikit-learn==1.8.0 \
     --hash=sha256:00d6f1d66fbcf4eba6e356e1420d33cc06c70a45bb1363cd6f6a8e4ebbbdece2
-scipy==1.16.3 \
-    --hash=sha256:d9f48cafc7ce94cf9b15c6bffdc443a81a27bf7075cf2dcd5c8b40f85d10c4e7
+scipy==1.17.0 \
+    --hash=sha256:1ff269abf702f6c7e67a4b7aad981d42871a11b9dd83c58d2d2ea624efbd1088
 scramp==1.4.5 \
     --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
 scs==3.2.9 \
@@ -726,6 +726,8 @@ simpy==4.1.1 \
     --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
 skrub==0.7.0 \
     --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
 smmap==5.0.2 \
@@ -832,12 +834,12 @@ twine==6.1.0 \
     --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
 typer==0.20.1 \
     --hash=sha256:4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8
-typer-slim==0.20.0 \
-    --hash=sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
 types-python-dateutil==2.9.0.20250822 \
     --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
-types-requests==2.32.0.20250328 \
-    --hash=sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
@@ -854,8 +856,8 @@ uncertainties==3.2.3 \
     --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
 uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
-urllib3==2.5.0 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
 uvicorn==0.38.0 \
     --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02
 vega-datasets==0.9.0 \
@@ -874,8 +876,8 @@ websocket-client==1.9.0 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
 websockets==15.0.1 \
     --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
-werkzeug==3.1.3 \
-    --hash=sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.45.1 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt
index dc862046..f015bd18 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0.txt
@@ -2,8 +2,8 @@ build==1.3.0 \
     --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+packaging==26.0rc1 \
+    --hash=sha256:ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt
index 491b61f8..f790098f 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb0_wheels.txt
@@ -112,8 +112,8 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.0 \
-    --hash=sha256:a95f17ed22be3f978363703beb6008b55000ce0e85124ddb976fa5b688014fea
+cohere==5.20.1 \
+    --hash=sha256:d230fd13d95ba92ae927fce3dd497599b169883afc7954fe29b39fb8d5df5fc7
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorlog==6.9.0 \
@@ -174,14 +174,14 @@ faker==38.2.0 \
     --hash=sha256:35fe4a0a79dee0dc4103a6083ee9224941e7d3594811a50e3969e547b0d2ee65
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.123.9 \
-    --hash=sha256:f54c69f23db14bd3dbcdfaf3fdce0483ca5f499512380c8e379a70cda30aa920
+fastapi==0.128.0 \
+    --hash=sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d
 fastavro==1.12.1 \
     --hash=sha256:792356d320f6e757e89f7ac9c22f481e546c886454a6709247f43c0dd7058004
 fastjsonschema==2.21.2 \
     --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
-filelock==3.20.0 \
-    --hash=sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2
+filelock==3.20.3 \
+    --hash=sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1
 flake8==7.1.1 \
     --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
 flask==3.1.2 \
@@ -202,8 +202,8 @@ fqdn==1.5.1 \
     --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
 frozenlist==1.8.0 \
     --hash=sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0
-fsspec==2025.9.0 \
-    --hash=sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7
+fsspec==2026.1.0 \
+    --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
 genai-prices==0.0.38 \
@@ -228,8 +228,8 @@ greenlet==3.2.4 \
     --hash=sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01
 griffe==1.14.0 \
     --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
-groq==0.37.1 \
-    --hash=sha256:b49f8c8898c55eaec9f71f1342f3fcacc9560d67a08ce5f35fbfb84e8dacd3da
+groq==1.0.0 \
+    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.13.4 \
     --hash=sha256:ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7
 h11==0.16.0 \
@@ -252,10 +252,10 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.0 \
-    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
-huggingface-hub==1.2.3 \
-    --hash=sha256:c9b7a91a9eedaa2149cdc12bdd8f5a11780e10de1f1024718becf9e41e5a4642
+httpx-sse==0.4.1 \
+    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+huggingface-hub==1.3.1 \
+    --hash=sha256:efbc7f3153cb84e2bb69b62ed90985e21ecc9343d15647a419fc0ee4b85f0ac3
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hypercorn==0.17.3 \
@@ -272,10 +272,10 @@ imageio==2.37.0 \
     --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
-imbalanced-learn==0.14.0 \
-    --hash=sha256:8a8700c02ca185e113064815513f990fbf84eb4e7701f1d4e944ce67fb259a60
-importlib-metadata==8.7.0 \
-    --hash=sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd
+imbalanced-learn==0.14.1 \
+    --hash=sha256:fcdff8d27870d6992ea3496230788b97ff98e24302e7f6c598701da525ae440f
+importlib-metadata==8.7.1 \
+    --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
@@ -372,20 +372,20 @@ keyring==25.6.0 \
     --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
 kiwisolver==1.4.9 \
     --hash=sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7
-langchain==1.1.3 \
-    --hash=sha256:e5b208ed93e553df4087117a40bd0d450f9095030a843cad35c53ff2814bf731
-langchain-core==1.2.0 \
-    --hash=sha256:ed95ee5cbab0d1188c91ad230bb6a513427bc1e2ed5a8329075ab24412cd7727
+langchain==1.2.3 \
+    --hash=sha256:5cdc7c80f672962b030c4b0d16d0d8f26d849c0ada63a4b8653a20d7505512ae
+langchain-core==1.2.7 \
+    --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.5 \
     --hash=sha256:b4cfd173dca3c389735b47228ad8b295e6f7b3df779aba3a1e0c23871f81281e
 langgraph-checkpoint==3.0.0 \
     --hash=sha256:560beb83e629784ab689212a3d60834fb3196b4bbe1d6ac18e5cad5d85d46010
 langgraph-prebuilt==1.0.5 \
     --hash=sha256:22369563e1848862ace53fbc11b027c28dd04a9ac39314633bb95f2a7e258496
-langgraph-sdk==0.3.0 \
-    --hash=sha256:c1ade483fba17ae354ee920e4779042b18d5aba875f2a858ba569f62f628f26f
-langsmith==0.4.59 \
-    --hash=sha256:97c26399286441a7b7b06b912e2801420fbbf3a049787e609d49dc975ab10bc5
+langgraph-sdk==0.3.2 \
+    --hash=sha256:0b0ab967eab59c20989d46f2020da439bd914ed8f4caf3326813be9b70d9037e
+langsmith==0.6.2 \
+    --hash=sha256:1ea1a591f52683a5aeebdaa2b58458d72ce9598105dd8b29e16f7373631a6434
 librt==0.6.2 \
     --hash=sha256:faf0112a7a8fcabd168c69d1bcbabca8767738db3f336caaac5653d91c3d1c0b
 llvmlite==0.46.0 \
@@ -412,8 +412,8 @@ matplotlib==3.10.8 \
     --hash=sha256:83d282364ea9f3e52363da262ce32a09dfe241e4080dcedda3c0db059d3c1f11
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
-maturin==1.10.2 \
-    --hash=sha256:da777766fd584440dc9fecd30059a94f85e4983f58b09e438ae38ee4b494024c
+maturin==1.11.5 \
+    --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
 mcp==1.21.0 \
@@ -454,8 +454,8 @@ mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.13.0 \
-    --hash=sha256:9b795523c179ca78204e3be53726da374168f906e38de2ff174c2363baaaf481
+narwhals==2.15.0 \
+    --hash=sha256:cbfe21ca19d260d9fd67f995ec75c44592d1f106933b03ddd375df7ac841f9d6
 nbclient==0.10.2 \
     --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
 nbconvert==7.16.6 \
@@ -480,8 +480,8 @@ numpy==2.3.5 \
     --hash=sha256:e6a0bc88393d65807d751a614207b7129a310ca4fe76a74e5c7da5fa5671417e
 numpydoc==1.8.0 \
     --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
-openai==2.11.0 \
-    --hash=sha256:21189da44d2e3d027b08c7a920ba4454b8b7d6d30ae7e64d9de11dbe946d4faa
+openai==2.15.0 \
+    --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.34.1 \
@@ -508,8 +508,8 @@ parso==0.8.5 \
     --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08
+pathspec==1.0.3 \
+    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
 patsy==1.0.1 \
     --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
 pep8==1.7.1 \
@@ -520,26 +520,26 @@ pg8000==1.31.5 \
     --hash=sha256:0af2c1926b153307639868d2ee5cef6cd3a7d07448e12736989b10e1d491e201
 pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
-pillow==12.0.0 \
-    --hash=sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b
+pillow==12.1.0 \
+    --hash=sha256:4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94
 pip==25.3 \
     --hash=sha256:9655943313a94722b7774661c21049070f6bbb0a1516bf02f7c8d5d9201514cd
 pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.0 \
-    --hash=sha256:5ac851e100367735250206788a2b1325412aa4a4917a4fe3e6f0bc5aa6f3d90a
+plotly==6.5.1 \
+    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
 pluggy==1.5.0 \
     --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
-polars==1.36.1 \
-    --hash=sha256:853c1bbb237add6a5f6d133c15094a9b727d66dd6a4eb91dbb07cdb056b2b8ef
-polars-runtime-32==1.36.1 \
-    --hash=sha256:cc17101f28c9a169ff8b5b8d4977a3683cd403621841623825525f440b564cf0
+polars==1.37.0 \
+    --hash=sha256:fcc549b9923ef1bd6fd99b5fd0a00dfedf85406f4758ae018a69bcd18a91f113
+polars-runtime-32==1.37.0 \
+    --hash=sha256:f87f76f16e8030d277ecca0c0976aca62ec2b6ba2099ee9c6f75dfc97e7dc1b1
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
 prince==0.16.3 \
@@ -552,8 +552,8 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153
-psutil==7.1.1 \
-    --hash=sha256:9b4f17c5f65e44f69bd3a3406071a47b79df45cf2236d1f717970afcb526bcd3
+psutil==7.2.1 \
+    --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:f10a48acba5fe6e312b891f290b4d2ca595fc9a06850fe53320beac353575578
 psygnal==0.15.0 \
@@ -620,8 +620,8 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.2.5 \
-    --hash=sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e
+pyparsing==3.3.1 \
+    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
 pypdf==5.6.0 \
     --hash=sha256:ca6bf446bfb0a2d8d71d6d6bb860798d864c36a29b3d9ae8d7fc7958c59f88e7
 pyperclip==1.11.0 \
@@ -748,14 +748,14 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.0 \
     --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
-ruff==0.14.7 \
-    --hash=sha256:e17a20ad0d3fad47a326d773a042b924d3ac31c6ca6deb6c72e9e6b5f661a7c6
+ruff==0.14.11 \
+    --hash=sha256:f981cea63d08456b2c070e64b79cb62f951aa1305282974d4d5216e6e0178ae6
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-learn==1.8.0 \
     --hash=sha256:56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6
-scipy==1.16.3 \
-    --hash=sha256:e5d42a9472e7579e473879a1990327830493a7047506d58d73fc429b84c1d49d
+scipy==1.17.0 \
+    --hash=sha256:3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061
 scramp==1.4.5 \
     --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
 scs==3.2.9 \
@@ -776,6 +776,8 @@ simpy==4.1.1 \
     --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
 skrub==0.7.0 \
     --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
 sniffio==1.3.1 \
@@ -862,8 +864,8 @@ tiktoken==0.12.0 \
     --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
 tinycss2==1.4.0 \
     --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
-tokenizers==0.22.1 \
-    --hash=sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
 tomli-w==1.2.0 \
     --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
 tomlkit==0.13.2 \
@@ -886,12 +888,12 @@ twine==6.1.0 \
     --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
 typer==0.20.1 \
     --hash=sha256:4b3bde918a67c8e03d861aa02deca90a95bbac572e71b1b9be56ff49affdb5a8
-typer-slim==0.20.0 \
-    --hash=sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
 types-python-dateutil==2.9.0.20250822 \
     --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
-types-requests==2.32.0.20250328 \
-    --hash=sha256:72ff80f84b15eb3aa7a8e2625fffb6a93f2ad5a0c20215fc1dcfa61117bcb2a2
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
@@ -908,10 +910,10 @@ uncertainties==3.2.3 \
     --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
 uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
-urllib3==2.5.0 \
-    --hash=sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc
-uuid-utils==0.12.0 \
-    --hash=sha256:9598e7c9da40357ae8fffc5d6938b1a7017f09a1acbcc95e14af8c65d48c655a
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.13.0 \
+    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
 uvicorn==0.38.0 \
     --hash=sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02
 vega-datasets==0.9.0 \
@@ -930,8 +932,8 @@ websocket-client==1.9.0 \
     --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
 websockets==15.0.1 \
     --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
-werkzeug==3.1.3 \
-    --hash=sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.45.1 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt
index dc862046..f015bd18 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb0.txt
@@ -2,8 +2,8 @@ build==1.3.0 \
     --hash=sha256:7145f0b5061ba90a1500d60bd1b13ca0a8a4cebdd0cc16ed8adf1c0e739f43b4
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484
+packaging==26.0rc1 \
+    --hash=sha256:ecf921b33c620e357b1eed2ac3bc6313b1582874b0282d0773b6797b79cb0786
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \

From 4bf4de6782b59465e3cc29c79353929eeb7cd462 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 15 Jan 2026 23:08:49 +0100
Subject: [PATCH 036/157] 2026-01 b1 preparation

---
 .../github_workflows_build-2026_01.yml        |    6 +-
 .../pylock.64-3_13_11_1dotb1.toml             |  101 +
 .../pylock.64-3_13_11_1slimb1.toml            | 5865 +++++++++++++++++
 .../pylock.64-3_13_11_1whlb1.toml             |  101 +
 .../pylock.64-3_13_11_1whlb1_wheels.toml      | 5612 ++++++++++++++++
 .../pylock.64-3_14_2_1dotb1.toml              |  101 +
 .../pylock.64-3_14_2_1freeb1.toml             |  101 +
 .../pylock.64-3_14_2_1slimb1.toml             | 5744 ++++++++++++++++
 .../pylock.64-3_14_2_1slimfb1.toml            | 4996 ++++++++++++++
 .../pylock.64-3_14_2_1whlb1.toml              |  101 +
 .../pylock.64-3_14_2_1whlb1_wheels.toml       | 5293 +++++++++++++++
 .../requir.64-3_13_11_1dotb1.txt              |   18 +
 .../requir.64-3_13_11_1slimb1.txt             | 1066 +++
 .../requir.64-3_13_11_1whlb1.txt              |   18 +
 .../requir.64-3_13_11_1whlb1_wheels.txt       | 1020 +++
 .../cycle_2026_01/requir.64-3_14_2_1dotb1.txt |   18 +
 .../requir.64-3_14_2_1freeb1.txt              |   18 +
 .../requir.64-3_14_2_1slimb1.txt              | 1044 +++
 .../requir.64-3_14_2_1slimfb1.txt             |  908 +++
 .../cycle_2026_01/requir.64-3_14_2_1whlb1.txt |   18 +
 .../requir.64-3_14_2_1whlb1_wheels.txt        |  962 +++
 21 files changed, 33108 insertions(+), 3 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index fe150159..b1ecd96d 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -18,7 +18,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_01"
-  my_release_level: "b0"
+  my_release_level: "b1"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -83,8 +83,8 @@ jobs:
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251217/cpython-3.15.0a3+20251217-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=4cac37170050bb402eaabad84e7ceb4679ec8ffaf43fbea71d62651ca761dcd7'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260114/cpython-3.15.0a5+20260114-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=3c16abb46beba63d52a9cbadb56e962cb4efe70deacca65a4c0998dd5297ddee'
             }
           }
 
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml
new file mode 100644
index 00000000..507428ec
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "build-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.0rc2"
+
+[[packages.wheels]]
+name = "packaging-26.0rc2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/60/eb/1f8f5e3b10748612b075b2b991d6c4342d993008d2aa05f5c872a4e7bfa5/packaging-26.0rc2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "80.9.0"
+
+[[packages.wheels]]
+name = "setuptools-80.9.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"
+
+[[packages]]
+name = "sqlite-bro"
+version = "0.13.1"
+
+[[packages.wheels]]
+name = "sqlite_bro-0.13.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2a/b3/81b91f5b26fff329c59dbf826a87637bd51d1903120427912322f86e7d33/sqlite_bro-0.13.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d"
+
+[[packages]]
+name = "sv-ttk"
+version = "2.6.0"
+
+[[packages.wheels]]
+name = "sv_ttk-2.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0f/3d/be0abc3202e90f282ad465f4e7c6e41bc8dce810ce5d1611566a1e7dfba8/sv_ttk-2.6.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
+
+[[packages]]
+name = "wheel"
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+
+[[packages.wheels]]
+name = "wheel-0.45.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+
+[[packages]]
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+version = "17.2.20250823"
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+[[packages.wheels]]
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+url = "https://files.pythonhosted.org/packages/ae/a9/2581cc7f91354eada41367bf68b91b1b7fba6cb6fb469f500dbaf6191539/wppm-17.2.20250823-py3-none-any.whl"
+
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new file mode 100644
index 00000000..95572366
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1.toml
new file mode 100644
index 00000000..507428ec
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index 00000000..e6684b67
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new file mode 100644
index 00000000..a4b5ade9
--- /dev/null
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new file mode 100644
index 00000000..4bcd7efd
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb1.txt
@@ -0,0 +1,18 @@
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb1.txt
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+python-lsp-black==2.0.0 \
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+sphinx==8.2.3 \
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+yt-dlp==2025.9.26 \
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+zict==3.0.0 \
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+zipp==3.23.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt
new file mode 100644
index 00000000..4bcd7efd
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0rc2 \
+    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt
new file mode 100644
index 00000000..ecff9457
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt
@@ -0,0 +1,1020 @@
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
+adbc-driver-manager==1.9.0 \
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+aiofiles==24.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.13.3 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+yt-dlp==2025.9.26 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt
new file mode 100644
index 00000000..4bcd7efd
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0rc2 \
+    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt
new file mode 100644
index 00000000..4bcd7efd
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0rc2 \
+    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt
new file mode 100644
index 00000000..81055723
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt
@@ -0,0 +1,1044 @@
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
+adbc-driver-manager==1.9.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
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+ansicolors==1.1.8 \
+    --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
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+anyio==4.12.0 \
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+astroid==4.0.2 \
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+astropy==7.1.1 \
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+astropy-iers-data==0.2025.9.29.0.35.48 \
+    --hash=sha256:c6988670a03a66fefe9266164194c8e5d74513efd13af47efe2829b7be4b5159
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+async-lru==2.0.5 \
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+azure-core==1.38.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt
new file mode 100644
index 00000000..c2c6d220
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt
@@ -0,0 +1,908 @@
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
+aiofiles==24.1.0 \
+    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.1 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+altair==6.0.0 \
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+annotated-doc==0.0.3 \
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+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+toml==0.10.2 \
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+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
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+toolz==1.0.0 \
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+tornado==6.5.4 \
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+tqdm==4.67.1 \
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+    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
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+types-python-dateutil==2.9.0.20250822 \
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+uc-micro-py==1.0.3 \
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+yarl==1.22.0 \
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+yt-dlp==2025.9.26 \
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+zict==3.0.0 \
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+zipp==3.23.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt
new file mode 100644
index 00000000..4bcd7efd
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0rc2 \
+    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt
new file mode 100644
index 00000000..fc3b09db
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt
@@ -0,0 +1,962 @@
+absl-py==2.3.0 \
+    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
+adbc-driver-manager==1.9.0 \
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+aiohappyeyeballs==2.6.1 \
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+    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.5 \
+    --hash=sha256:cda8de69df5fac5a90aea3646993b03b4a920d8aa6454b6f6e58c341397b9ca6
+wrapt==2.0.1 \
+    --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c
+wsproto==1.2.0 \
+    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+xarray==2025.12.0 \
+    --hash=sha256:9e77e820474dbbe4c6c2954d0da6342aa484e33adaa96ab916b15a786181e970
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.4.0 \
+    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2

From 817b7582cc5448a498dc4e8f59a96e8c54d97627 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 18 Jan 2026 10:17:45 +0100
Subject: [PATCH 037/157] update 2026-01 b1

---
 .../pylock.64-3_13_11_1dotb1.toml             |   8 +-
 .../pylock.64-3_13_11_1slimb1.toml            | 421 ++++++++++--------
 .../pylock.64-3_13_11_1whlb1.toml             |   8 +-
 .../pylock.64-3_13_11_1whlb1_wheels.toml      | 403 +++++++++--------
 .../pylock.64-3_14_2_1dotb1.toml              |   8 +-
 .../pylock.64-3_14_2_1freeb1.toml             |   8 +-
 .../pylock.64-3_14_2_1slimb1.toml             | 386 +++++++++-------
 .../pylock.64-3_14_2_1slimfb1.toml            | 341 ++++++++------
 .../pylock.64-3_14_2_1whlb1.toml              |   8 +-
 .../pylock.64-3_14_2_1whlb1_wheels.toml       | 357 +++++++++------
 .../pylock.64-3_15_0_1dotb1.toml              | 101 +++++
 .../requir.64-3_13_11_1dotb1.txt              |   4 +-
 .../requir.64-3_13_11_1slimb1.txt             | 186 ++++----
 .../requir.64-3_13_11_1whlb1.txt              |   4 +-
 .../requir.64-3_13_11_1whlb1_wheels.txt       | 176 ++++----
 .../cycle_2026_01/requir.64-3_14_2_1dotb1.txt |   4 +-
 .../requir.64-3_14_2_1freeb1.txt              |   4 +-
 .../requir.64-3_14_2_1slimb1.txt              | 172 +++----
 .../requir.64-3_14_2_1slimfb1.txt             | 146 +++---
 .../cycle_2026_01/requir.64-3_14_2_1whlb1.txt |   4 +-
 .../requir.64-3_14_2_1whlb1_wheels.txt        | 154 ++++---
 .../cycle_2026_01/requir.64-3_15_0_1dotb1.txt |  18 +
 22 files changed, 1715 insertions(+), 1206 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb1.txt

diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml
index 507428ec..749d07e1 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb1.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "26.0rc2"
+version = "26.0rc3"
 
 [[packages.wheels]]
-name = "packaging-26.0rc2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/60/eb/1f8f5e3b10748612b075b2b991d6c4342d993008d2aa05f5c872a4e7bfa5/packaging-26.0rc2-py3-none-any.whl"
+name = "packaging-26.0rc3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/76/9d/57d703323d41548e014e5e33191cdf117e690f48889809cf4e07d09238e2/packaging-26.0rc3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a"
+sha256 = "7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb1.toml
index 95572366..cf7231b9 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb1.toml
@@ -3,36 +3,36 @@ created-by = "pip"
 
 [[packages]]
 name = "absl-py"
-version = "2.3.0"
+version = "2.3.1"
 
 [[packages.wheels]]
-name = "absl_py-2.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/87/04/9d75e1d3bb4ab8ec67ff10919476ccdee06c098bcfcf3a352da5f985171d/absl_py-2.3.0-py3-none-any.whl"
+name = "absl_py-2.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3"
+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
 
 [[packages]]
 name = "adbc-driver-manager"
-version = "1.9.0"
+version = "1.10.0"
 
 [[packages.wheels]]
-name = "adbc_driver_manager-1.9.0-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/35/28/260053893ca51b1f06e2fe652ee267cbfe359a2c4c8312dc0307a0f54579/adbc_driver_manager-1.9.0-cp313-cp313-win_amd64.whl"
+name = "adbc_driver_manager-1.10.0-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/97/c2/2ed6c856dd56bbc0a45aaab67f6b1f0a846296f20d5ad625a3c5e7084e4f/adbc_driver_manager-1.10.0-cp313-cp313-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "21e0ab1adb0c804955279b0a919ba8dec5264db1e85e43a89af9fbbf8a8e52c9"
+sha256 = "564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef"
 
 [[packages]]
 name = "aiofiles"
-version = "24.1.0"
+version = "25.1.0"
 
 [[packages.wheels]]
-name = "aiofiles-24.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl"
+name = "aiofiles-25.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"
+sha256 = "abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"
 
 [[packages]]
 name = "aiohappyeyeballs"
@@ -113,14 +113,14 @@ sha256 = "09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8"
 
 [[packages]]
 name = "annotated-doc"
-version = "0.0.3"
+version = "0.0.4"
 
 [[packages.wheels]]
-name = "annotated_doc-0.0.3-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/02/b7/cf592cb5de5cb3bade3357f8d2cf42bf103bbe39f459824b4939fd212911/annotated_doc-0.0.3-py3-none-any.whl"
+name = "annotated_doc-0.0.4-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580"
+sha256 = "571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"
 
 [[packages]]
 name = "annotated-types"
@@ -223,14 +223,14 @@ sha256 = "a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98"
 
 [[packages]]
 name = "array-api-compat"
-version = "1.12.0"
+version = "1.13.0"
 
 [[packages.wheels]]
-name = "array_api_compat-1.12.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e0/b1/0542e0cab6f49f151a2d7a42400f84f706fc0b64e85dc1f56708b2e9fd37/array_api_compat-1.12.0-py3-none-any.whl"
+name = "array_api_compat-1.13.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/5d/493b1b5528ab5072feae30821ff3a07b7a0474213d548efb1fdf135f85c1/array_api_compat-1.13.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "a0b4795b6944a9507fde54679f9350e2ad2b1e2acf4a2408a098cdc27f890a8b"
+sha256 = "c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1"
 
 [[packages]]
 name = "arrow"
@@ -278,14 +278,14 @@ sha256 = "db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"
 
 [[packages]]
 name = "asteval"
-version = "1.0.5"
+version = "1.0.6"
 
 [[packages.wheels]]
-name = "asteval-1.0.5-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0a/0d/2c6aaab67ac566d76322e87827d707214c5f6ffb5a4fcd456a8633da1788/asteval-1.0.5-py3-none-any.whl"
+name = "asteval-1.0.6-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/13/ac/19dbba27e891f39feb4170b884da449ee2699ef4ebb88eefeda364bbbbcf/asteval-1.0.6-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa"
+sha256 = "5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc"
 
 [[packages]]
 name = "astroid"
@@ -311,14 +311,14 @@ sha256 = "0a3d70df518cb7f400f4ec496b2cbba887c0a0c596fbb15e9bda4fcba07c3f59"
 
 [[packages]]
 name = "astropy-iers-data"
-version = "0.2025.9.29.0.35.48"
+version = "0.2026.1.12.0.42.13"
 
 [[packages.wheels]]
-name = "astropy_iers_data-0.2025.9.29.0.35.48-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/19/3a/1fd856a497a4add1b9b782061b5a804ed35a66e395a43a08f877eb32b193/astropy_iers_data-0.2025.9.29.0.35.48-py3-none-any.whl"
+name = "astropy_iers_data-0.2026.1.12.0.42.13-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/9d/1d/9c0f809bf0706eed0f4cdb6d515d0a9acab44d903acf6c45f31a5cfcacc2/astropy_iers_data-0.2026.1.12.0.42.13-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "c6988670a03a66fefe9266164194c8e5d74513efd13af47efe2829b7be4b5159"
+sha256 = "1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba"
 
 [[packages]]
 name = "asttokens"
@@ -476,25 +476,25 @@ sha256 = "b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4"
 
 [[packages]]
 name = "black"
-version = "25.11.0"
+version = "25.12.0"
 
 [[packages.wheels]]
-name = "black-25.11.0-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/55/17/7e10ff1267bfa950cc16f0a411d457cdff79678fbb77a6c73b73a5317904/black-25.11.0-cp313-cp313-win_amd64.whl"
+name = "black-25.12.0-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/16/3a/a8ac542125f61574a3f015b521ca83b47321ed19bb63fe6d7560f348bfe1/black-25.12.0-cp313-cp313-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "f42c0ea7f59994490f4dccd64e6b2dd49ac57c7c84f38b8faab50f8759db245c"
+sha256 = "252678f07f5bac4ff0d0e9b261fbb029fa530cfa206d0a636a34ab445ef8ca9d"
 
 [[packages]]
 name = "bleach"
-version = "6.2.0"
+version = "6.3.0"
 
 [[packages.wheels]]
-name = "bleach-6.2.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/fc/55/96142937f66150805c25c4d0f31ee4132fd33497753400734f9dfdcbdc66/bleach-6.2.0-py3-none-any.whl"
+name = "bleach-6.3.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e"
+sha256 = "fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6"
 
 [[packages]]
 name = "blinker"
@@ -509,14 +509,14 @@ sha256 = "ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"
 
 [[packages]]
 name = "bokeh"
-version = "3.8.1"
+version = "3.8.2"
 
 [[packages.wheels]]
-name = "bokeh-3.8.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5d/e7/b18bee0772d49c0f78d57f15a68e85257abf7224d9b910706abe8bd1dc0f/bokeh-3.8.1-py3-none-any.whl"
+name = "bokeh-3.8.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f6/a8/877f306720bc114c612579c5af36bcb359026b83d051226945499b306b1a/bokeh-3.8.2-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "89a66cb8bfe85e91bce144e3ccf3c4a6f0f1347e7006282972568ea0ecacbb00"
+sha256 = "5e2c0d84f75acb25d60efb9e4d2f434a791c4639b47d685534194c4e07bd0111"
 
 [[packages]]
 name = "branca"
@@ -564,14 +564,14 @@ sha256 = "6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace"
 
 [[packages]]
 name = "cattrs"
-version = "1.2.0"
+version = "25.3.0"
 
 [[packages.wheels]]
-name = "cattrs-1.2.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0f/d0/c3c223a190aea4cc58589e69b4c287c7de6e741d7b3be432e47e3a0d2ecc/cattrs-1.2.0-py3-none-any.whl"
+name = "cattrs-25.3.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d8/2b/a40e1488fdfa02d3f9a653a61a5935ea08b3c2225ee818db6a76c7ba9695/cattrs-25.3.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "6deb42a9166e00fe44f89cfa40ebe8d8164f31fa6001de90cced5ffac0622444"
+sha256 = "9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff"
 
 [[packages]]
 name = "certifi"
@@ -773,14 +773,14 @@ sha256 = "0a0987966009ad383de0918e61255d34ed9ebc783565bcb15470d4155010b6bf"
 
 [[packages]]
 name = "cvxpy"
-version = "1.7.1"
+version = "1.7.3"
 
 [[packages.wheels]]
-name = "cvxpy-1.7.1-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/20/06/50843aa5157a7d7db693f47b34ac3eadf47802300e893aa3446e06c358c3/cvxpy-1.7.1-cp313-cp313-win_amd64.whl"
+name = "cvxpy-1.7.3-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/02/ca/4648ad361e0060834104672c2ce0d6a96996f374e83615fc69a87b1e3841/cvxpy-1.7.3-cp313-cp313-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "10c4757b858a9e903007bcd29f22cd1f9d6c1259a882f254235d15c867b63a37"
+sha256 = "d1def84c970a8a5765849e225732c6308c1bba8900bbfa7d4a17ea955e82ce80"
 
 [[packages]]
 name = "cycler"
@@ -817,14 +817,14 @@ sha256 = "9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc"
 
 [[packages]]
 name = "dask"
-version = "2025.12.0"
+version = "2026.1.1"
 
 [[packages.wheels]]
-name = "dask-2025.12.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/6f/3a/2121294941227c548d4b5f897a8a1b5f4c44a58f5437f239e6b86511d78e/dask-2025.12.0-py3-none-any.whl"
+name = "dask-2026.1.1-py3-none-any.whl"
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 name = "mypy-extensions"
@@ -2940,14 +2951,14 @@ sha256 = "00dc4e846108a382c5869e77c6ed514394bdeb3403461d25a829711041217d5b"
 
 [[packages]]
 name = "numpydoc"
-version = "1.8.0"
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 [[packages.wheels]]
-name = "numpydoc-1.8.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/6c/45/56d99ba9366476cd8548527667f01869279cedb9e66b28eb4dfb27701679/numpydoc-1.8.0-py3-none-any.whl"
+name = "numpydoc-1.9.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/26/62/5783d8924fca72529defb2c7dbe2070d49224d2dba03a85b20b37adb24d8/numpydoc-1.9.0-py3-none-any.whl"
 
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-sha256 = "72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541"
+sha256 = "8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135"
 
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 name = "onnxruntime"
@@ -2984,14 +2995,69 @@ sha256 = "5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"
 
 [[packages]]
 name = "opentelemetry-api"
-version = "1.34.1"
+version = "1.38.0"
+
+[[packages.wheels]]
+name = "opentelemetry_api-1.38.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ae/a2/d86e01c28300bd41bab8f18afd613676e2bd63515417b77636fc1add426f/opentelemetry_api-1.38.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
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+
+[[packages]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.38.0"
 
 [[packages.wheels]]
-name = "opentelemetry_api-1.34.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/a5/3a/2ba85557e8dc024c0842ad22c570418dc02c36cbd1ab4b832a93edf071b8/opentelemetry_api-1.34.1-py3-none-any.whl"
+name = "opentelemetry_exporter_otlp_proto_common-1.38.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a7/9e/55a41c9601191e8cd8eb626b54ee6827b9c9d4a46d736f32abc80d8039fc/opentelemetry_exporter_otlp_proto_common-1.38.0-py3-none-any.whl"
 
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-sha256 = "b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c"
+sha256 = "03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a"
+
+[[packages]]
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+version = "1.38.0"
+
+[[packages.wheels]]
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+url = "https://files.pythonhosted.org/packages/e5/77/154004c99fb9f291f74aa0822a2f5bbf565a72d8126b3a1b63ed8e5f83c7/opentelemetry_exporter_otlp_proto_http-1.38.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b"
+
+[[packages]]
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+
+[[packages.wheels]]
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+url = "https://files.pythonhosted.org/packages/b6/6a/82b68b14efca5150b2632f3692d627afa76b77378c4999f2648979409528/opentelemetry_proto-1.38.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
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+
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+version = "1.38.0"
+
+[[packages.wheels]]
+name = "opentelemetry_sdk-1.38.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2f/2e/e93777a95d7d9c40d270a371392b6d6f1ff170c2a3cb32d6176741b5b723/opentelemetry_sdk-1.38.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b"
+
+[[packages]]
+name = "opentelemetry-semantic-conventions"
+version = "0.59b0"
+
+[[packages.wheels]]
+name = "opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/24/7d/c88d7b15ba8fe5c6b8f93be50fc11795e9fc05386c44afaf6b76fe191f9b/opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed"
 
 [[packages]]
 name = "optree"
@@ -3006,14 +3072,14 @@ sha256 = "057f95213e403ff3a975f287aef6b687299d0c4512d211de24b1b98050cd4fbf"
 
 [[packages]]
 name = "optuna"
-version = "4.2.1"
+version = "4.6.0"
 
 [[packages.wheels]]
-name = "optuna-4.2.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/28/09/c4d329f7969443cdd4d482048ca406b6f61cda3c8e99ace71feaec7c8734/optuna-4.2.1-py3-none-any.whl"
+name = "optuna-4.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/58/de/3d8455b08cb6312f8cc46aacdf16c71d4d881a1db4a4140fc5ef31108422/optuna-4.6.0-py3-none-any.whl"
 
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-sha256 = "6d38199013441d3f70fac27136e05c0188c5f4ec3848db708ac311cbdeb30dbf"
+sha256 = "4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069"
 
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 name = "orjson"
@@ -3039,14 +3105,14 @@ sha256 = "8ed37f29772432048b58174e920a1d4c4cde0404a5d448d3d8bbcc95d86a6918"
 
 [[packages]]
 name = "osqp"
-version = "0.6.7.post3"
+version = "1.0.5"
 
 [[packages.wheels]]
-name = "osqp-0.6.7.post3-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/4b/0a/acd48ad432ccf2538972805095108801a3b29a2433b48bd3a34e640df1e4/osqp-0.6.7.post3-cp313-cp313-win_amd64.whl"
+name = "osqp-1.0.5-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/f2/df/46ca217567451b12acc7585be2ee43089846792ae0340ce93ab7e662b47a/osqp-1.0.5-cp313-cp313-win_amd64.whl"
 
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-sha256 = "acb219e941f5248da5de3ee9b70e6a5aaddf5f3989dffd1d4c03b0f7b1dfa17b"
+sha256 = "0a90b8fee99daa00760bd336dd074731289690700d9e7eae3900db233f8bfa02"
 
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 name = "outcome"
@@ -3281,14 +3347,14 @@ sha256 = "636ea8ce5ee4c81cfd40bc5da9e9a0cbb9a5152eb8051963b8dd3255d11137cf"
 
 [[packages]]
 name = "pluggy"
-version = "1.5.0"
+version = "1.6.0"
 
 [[packages.wheels]]
-name = "pluggy-1.5.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/88/5f/e351af9a41f866ac3f1fac4ca0613908d9a41741cfcf2228f4ad853b697d/pluggy-1.5.0-py3-none-any.whl"
+name = "pluggy-1.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
+sha256 = "e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"
 
 [[packages]]
 name = "ply"
@@ -3336,14 +3402,14 @@ sha256 = "b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa"
 
 [[packages]]
 name = "prince"
-version = "0.16.3"
+version = "0.16.5"
 
 [[packages.wheels]]
-name = "prince-0.16.3-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/76/86/8dd61a7715d39fe1051af1df350f99222935e17a7c7400a361dc54bd98b0/prince-0.16.3-py3-none-any.whl"
+name = "prince-0.16.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/50/07/8f02b5c352e5deaf1461ededd4cb844e96da96f0158fccfa397e85f4a8d0/prince-0.16.5-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "99b41bd2a3acfc8020edfc912da69b9459f974712771d53adb6923afdb880856"
+sha256 = "1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8"
 
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 name = "priority"
@@ -3512,14 +3578,14 @@ sha256 = "aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89"
 
 [[packages]]
 name = "pycodestyle"
-version = "2.12.0"
+version = "2.12.1"
 
 [[packages.wheels]]
-name = "pycodestyle-2.12.0-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/55/c4/bf8ede2d1641e0a2e027c6d0c7060e00332851ea772cc5cee42a4a207707/pycodestyle-2.12.0-py2.py3-none-any.whl"
+name = "pycodestyle-2.12.1-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/3a/d8/a211b3f85e99a0daa2ddec96c949cac6824bd305b040571b82a03dd62636/pycodestyle-2.12.1-py2.py3-none-any.whl"
 
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-sha256 = "949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4"
+sha256 = "46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"
 
 [[packages]]
 name = "pycparser"
@@ -3985,14 +4051,14 @@ sha256 = "2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"
 
 [[packages]]
 name = "pyspnego"
-version = "0.11.2"
+version = "0.12.0"
 
 [[packages.wheels]]
-name = "pyspnego-0.11.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/57/ea/b3c1438839d8724beff7b31ec42b9d041265dc9ca27ccb54477d442bfbcf/pyspnego-0.11.2-py3-none-any.whl"
+name = "pyspnego-0.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/01/e9/95430b8f3b747ebd3b86a66484a79ef387167655bcb15ab416f563045565/pyspnego-0.12.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4"
+sha256 = "84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007"
 
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 name = "pytest"
@@ -4040,14 +4106,14 @@ sha256 = "d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d"
 
 [[packages]]
 name = "python-json-logger"
-version = "3.3.0"
+version = "4.0.0"
 
 [[packages.wheels]]
-name = "python_json_logger-3.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/08/20/0f2523b9e50a8052bc6a8b732dfc8568abbdc42010aef03a2d750bdab3b2/python_json_logger-3.3.0-py3-none-any.whl"
+name = "python_json_logger-4.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/51/e5/fecf13f06e5e5f67e8837d777d1bc43fac0ed2b77a676804df5c34744727/python_json_logger-4.0.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7"
+sha256 = "af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2"
 
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 name = "python-lsp-black"
@@ -4280,17 +4346,6 @@ url = "https://files.pythonhosted.org/packages/93/7d/c3c10498430dadcea4def5faddf
 [packages.wheels.hashes]
 sha256 = "ea980ee426d594909cf1058306832af71ff6cbad6f69237b036d1550635aefbc"
 
-[[packages]]
-name = "qdldl"
-version = "0.1.7.post5"
-
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-name = "qdldl-0.1.7.post5-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/08/f7/abac03a09f6848cee6d5dd7a7a8bd1dfed68766ee77f9cbf3e9de596ad68/qdldl-0.1.7.post5-cp313-cp313-win_amd64.whl"
-
-[packages.wheels.hashes]
-sha256 = "cc9be378e7bec67d4c62b7fa27cafb4f77d3e5e059d753c3dce0a5ae1ef5fea0"
-
 [[packages]]
 name = "qrcode"
 version = "8.2"
@@ -4502,14 +4557,14 @@ sha256 = "2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"
 
 [[packages]]
 name = "rich"
-version = "14.1.0"
+version = "14.2.0"
 
 [[packages.wheels]]
-name = "rich-14.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e3/30/3c4d035596d3cf444529e0b2953ad0466f6049528a879d27534700580395/rich-14.1.0-py3-none-any.whl"
+name = "rich-14.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/25/7a/b0178788f8dc6cafce37a212c99565fa1fe7872c70c6c9c1e1a372d9d88f/rich-14.2.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f"
+sha256 = "76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"
 
 [[packages]]
 name = "roman-numerals-py"
@@ -4744,14 +4799,14 @@ sha256 = "dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce"
 
 [[packages]]
 name = "skrub"
-version = "0.7.0"
+version = "0.7.1"
 
 [[packages.wheels]]
-name = "skrub-0.7.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/80/b2/6032bf79d0acdf57fbd4885ab33789fd21c6003487e91994626a1b106fba/skrub-0.7.0-py3-none-any.whl"
+name = "skrub-0.7.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2e/63/bf84b02c890214e3402952e7eff57fbc2c700682baa6d327c553c9902565/skrub-0.7.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c"
+sha256 = "591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d"
 
 [[packages]]
 name = "smmap"
@@ -5085,14 +5140,14 @@ sha256 = "e8b65210bd1a785d121340b794a47c7c912d8da401af9e4403e16c84e3bc4410"
 
 [[packages]]
 name = "streamlit-bokeh"
-version = "3.8.1"
+version = "3.8.2"
 
 [[packages.wheels]]
-name = "streamlit_bokeh-3.8.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/48/10/a9a233afb4f6285246512fe2d4ea62212b1c14d493a29ef35e0ee7993bc4/streamlit_bokeh-3.8.1-py3-none-any.whl"
+name = "streamlit_bokeh-3.8.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a5/44/1b298e5d0177d7f3fe940fd12d422ce0c1c562a7cd846d028158b81e24e7/streamlit_bokeh-3.8.2-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1bb651cedccd6b9bba669e5bb4fa8412223fd0644a6203e7755d85ea24497afc"
+sha256 = "7e283191a2d36ac2fe7b1205daccf825674d706cdeea5093ff98e43f84c8b68f"
 
 [[packages]]
 name = "superqt"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1.toml
index 507428ec..749d07e1 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "26.0rc2"
+version = "26.0rc3"
 
 [[packages.wheels]]
-name = "packaging-26.0rc2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/60/eb/1f8f5e3b10748612b075b2b991d6c4342d993008d2aa05f5c872a4e7bfa5/packaging-26.0rc2-py3-none-any.whl"
+name = "packaging-26.0rc3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/76/9d/57d703323d41548e014e5e33191cdf117e690f48889809cf4e07d09238e2/packaging-26.0rc3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a"
+sha256 = "7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1_wheels.toml
index e2d43952..2d3751f8 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1_wheels.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb1_wheels.toml
@@ -3,36 +3,36 @@ created-by = "pip"
 
 [[packages]]
 name = "absl-py"
-version = "2.3.0"
+version = "2.3.1"
 
 [[packages.wheels]]
-name = "absl_py-2.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/87/04/9d75e1d3bb4ab8ec67ff10919476ccdee06c098bcfcf3a352da5f985171d/absl_py-2.3.0-py3-none-any.whl"
+name = "absl_py-2.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl"
 
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-sha256 = "9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3"
+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
 
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 name = "adbc-driver-manager"
-version = "1.9.0"
+version = "1.10.0"
 
 [[packages.wheels]]
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-sha256 = "949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4"
+sha256 = "46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"
 
 [[packages]]
 name = "pycparser"
@@ -3776,14 +3842,14 @@ sha256 = "2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"
 
 [[packages]]
 name = "pyspnego"
-version = "0.11.2"
+version = "0.12.0"
 
 [[packages.wheels]]
-name = "pyspnego-0.11.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/57/ea/b3c1438839d8724beff7b31ec42b9d041265dc9ca27ccb54477d442bfbcf/pyspnego-0.11.2-py3-none-any.whl"
+name = "pyspnego-0.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/01/e9/95430b8f3b747ebd3b86a66484a79ef387167655bcb15ab416f563045565/pyspnego-0.12.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4"
+sha256 = "84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007"
 
 [[packages]]
 name = "pytest"
@@ -3831,14 +3897,14 @@ sha256 = "d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d"
 
 [[packages]]
 name = "python-json-logger"
-version = "3.3.0"
+version = "4.0.0"
 
 [[packages.wheels]]
-name = "python_json_logger-3.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/08/20/0f2523b9e50a8052bc6a8b732dfc8568abbdc42010aef03a2d750bdab3b2/python_json_logger-3.3.0-py3-none-any.whl"
+name = "python_json_logger-4.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/51/e5/fecf13f06e5e5f67e8837d777d1bc43fac0ed2b77a676804df5c34744727/python_json_logger-4.0.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7"
+sha256 = "af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2"
 
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 name = "python-lsp-black"
@@ -4060,17 +4126,6 @@ url = "https://files.pythonhosted.org/packages/93/7d/c3c10498430dadcea4def5faddf
 [packages.wheels.hashes]
 sha256 = "ea980ee426d594909cf1058306832af71ff6cbad6f69237b036d1550635aefbc"
 
-[[packages]]
-name = "qdldl"
-version = "0.1.7.post5"
-
-[[packages.wheels]]
-name = "qdldl-0.1.7.post5-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/08/f7/abac03a09f6848cee6d5dd7a7a8bd1dfed68766ee77f9cbf3e9de596ad68/qdldl-0.1.7.post5-cp313-cp313-win_amd64.whl"
-
-[packages.wheels.hashes]
-sha256 = "cc9be378e7bec67d4c62b7fa27cafb4f77d3e5e059d753c3dce0a5ae1ef5fea0"
-
 [[packages]]
 name = "qrcode"
 version = "8.2"
@@ -4282,14 +4337,14 @@ sha256 = "2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"
 
 [[packages]]
 name = "rich"
-version = "14.1.0"
+version = "14.2.0"
 
 [[packages.wheels]]
-name = "rich-14.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e3/30/3c4d035596d3cf444529e0b2953ad0466f6049528a879d27534700580395/rich-14.1.0-py3-none-any.whl"
+name = "rich-14.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/25/7a/b0178788f8dc6cafce37a212c99565fa1fe7872c70c6c9c1e1a372d9d88f/rich-14.2.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f"
+sha256 = "76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"
 
 [[packages]]
 name = "roman-numerals-py"
@@ -4524,14 +4579,14 @@ sha256 = "dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce"
 
 [[packages]]
 name = "skrub"
-version = "0.7.0"
+version = "0.7.1"
 
 [[packages.wheels]]
-name = "skrub-0.7.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/80/b2/6032bf79d0acdf57fbd4885ab33789fd21c6003487e91994626a1b106fba/skrub-0.7.0-py3-none-any.whl"
+name = "skrub-0.7.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2e/63/bf84b02c890214e3402952e7eff57fbc2c700682baa6d327c553c9902565/skrub-0.7.1-py3-none-any.whl"
 
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-sha256 = "0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c"
+sha256 = "591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d"
 
 [[packages]]
 name = "smmap"
@@ -4736,11 +4791,11 @@ name = "sqlalchemy"
 version = "2.0.44"
 
 [[packages.wheels]]
-name = "sqlalchemy-2.0.44-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/9c/5e/6a29fa884d9fb7ddadf6b69490a9d45fded3b38541713010dad16b77d015/sqlalchemy-2.0.44-py3-none-any.whl"
+name = "sqlalchemy-2.0.44-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/03/51/665617fe4f8c6450f42a6d8d69243f9420f5677395572c2fe9d21b493b7b/sqlalchemy-2.0.44-cp313-cp313-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "19de7ca1246fbef9f9d1bff8f1ab25641569df226364a0e40457dc5457c54b05"
+sha256 = "c1c80faaee1a6c3428cecf40d16a2365bcf56c424c92c2b6f0f9ad204b899e9e"
 
 [[packages]]
 name = "sqlite-bro"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb1.toml
index 507428ec..749d07e1 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb1.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "26.0rc2"
+version = "26.0rc3"
 
 [[packages.wheels]]
-name = "packaging-26.0rc2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/60/eb/1f8f5e3b10748612b075b2b991d6c4342d993008d2aa05f5c872a4e7bfa5/packaging-26.0rc2-py3-none-any.whl"
+name = "packaging-26.0rc3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/76/9d/57d703323d41548e014e5e33191cdf117e690f48889809cf4e07d09238e2/packaging-26.0rc3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a"
+sha256 = "7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb1.toml
index 507428ec..749d07e1 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb1.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "26.0rc2"
+version = "26.0rc3"
 
 [[packages.wheels]]
-name = "packaging-26.0rc2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/60/eb/1f8f5e3b10748612b075b2b991d6c4342d993008d2aa05f5c872a4e7bfa5/packaging-26.0rc2-py3-none-any.whl"
+name = "packaging-26.0rc3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/76/9d/57d703323d41548e014e5e33191cdf117e690f48889809cf4e07d09238e2/packaging-26.0rc3-py3-none-any.whl"
 
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-sha256 = "885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a"
+sha256 = "7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb1.toml
index fded0166..7e1d159d 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb1.toml
@@ -3,36 +3,36 @@ created-by = "pip"
 
 [[packages]]
 name = "absl-py"
-version = "2.3.0"
+version = "2.3.1"
 
 [[packages.wheels]]
-name = "absl_py-2.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/87/04/9d75e1d3bb4ab8ec67ff10919476ccdee06c098bcfcf3a352da5f985171d/absl_py-2.3.0-py3-none-any.whl"
+name = "absl_py-2.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl"
 
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-sha256 = "9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3"
+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
 
 [[packages]]
 name = "adbc-driver-manager"
-version = "1.9.0"
+version = "1.10.0"
 
 [[packages.wheels]]
-name = "adbc_driver_manager-1.9.0-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/55/16/6e5895b661028a94ca0c96e174e3531c9e703afbcae3fd0260956094bfa9/adbc_driver_manager-1.9.0-cp314-cp314-win_amd64.whl"
+name = "adbc_driver_manager-1.10.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/ef/1c/787c51fac725e5763e79ce4e22a4b067a8ad97330d915501a89c7e5bfded/adbc_driver_manager-1.10.0-cp314-cp314-win_amd64.whl"
 
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-sha256 = "c5995b029cc99d80f2dc4bd34c41320fe8185da0fdc115d424f7699d1d7ffbac"
+sha256 = "0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709"
 
 [[packages]]
 name = "aiofiles"
-version = "24.1.0"
+version = "25.1.0"
 
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-name = "aiofiles-24.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl"
+name = "aiofiles-25.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl"
 
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-sha256 = "b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"
+sha256 = "abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"
 
 [[packages]]
 name = "aiohappyeyeballs"
@@ -113,14 +113,14 @@ sha256 = "09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8"
 
 [[packages]]
 name = "annotated-doc"
-version = "0.0.3"
+version = "0.0.4"
 
 [[packages.wheels]]
-name = "annotated_doc-0.0.3-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/02/b7/cf592cb5de5cb3bade3357f8d2cf42bf103bbe39f459824b4939fd212911/annotated_doc-0.0.3-py3-none-any.whl"
+name = "annotated_doc-0.0.4-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl"
 
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-sha256 = "348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580"
+sha256 = "571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"
 
 [[packages]]
 name = "annotated-types"
@@ -212,14 +212,14 @@ sha256 = "a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98"
 
 [[packages]]
 name = "array-api-compat"
-version = "1.12.0"
+version = "1.13.0"
 
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-url = "https://files.pythonhosted.org/packages/e0/b1/0542e0cab6f49f151a2d7a42400f84f706fc0b64e85dc1f56708b2e9fd37/array_api_compat-1.12.0-py3-none-any.whl"
+name = "array_api_compat-1.13.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/5d/493b1b5528ab5072feae30821ff3a07b7a0474213d548efb1fdf135f85c1/array_api_compat-1.13.0-py3-none-any.whl"
 
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+sha256 = "c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1"
 
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 name = "arrow"
@@ -267,14 +267,14 @@ sha256 = "db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"
 
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 name = "asteval"
-version = "1.0.5"
+version = "1.0.6"
 
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-name = "asteval-1.0.5-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0a/0d/2c6aaab67ac566d76322e87827d707214c5f6ffb5a4fcd456a8633da1788/asteval-1.0.5-py3-none-any.whl"
+name = "asteval-1.0.6-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/13/ac/19dbba27e891f39feb4170b884da449ee2699ef4ebb88eefeda364bbbbcf/asteval-1.0.6-py3-none-any.whl"
 
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-sha256 = "082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa"
+sha256 = "5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc"
 
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@@ -300,14 +300,14 @@ sha256 = "d56b83a7e6757ba4936b4bc73284a2ac4bdf94d7b428f7b6ce8829e4a48c37e9"
 
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 name = "astropy-iers-data"
-version = "0.2025.9.29.0.35.48"
+version = "0.2026.1.12.0.42.13"
 
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-url = "https://files.pythonhosted.org/packages/19/3a/1fd856a497a4add1b9b782061b5a804ed35a66e395a43a08f877eb32b193/astropy_iers_data-0.2025.9.29.0.35.48-py3-none-any.whl"
+name = "astropy_iers_data-0.2026.1.12.0.42.13-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/9d/1d/9c0f809bf0706eed0f4cdb6d515d0a9acab44d903acf6c45f31a5cfcacc2/astropy_iers_data-0.2026.1.12.0.42.13-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "c6988670a03a66fefe9266164194c8e5d74513efd13af47efe2829b7be4b5159"
+sha256 = "1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba"
 
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 name = "asttokens"
@@ -465,25 +465,25 @@ sha256 = "b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4"
 
 [[packages]]
 name = "black"
-version = "25.11.0"
+version = "25.12.0"
 
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-name = "black-25.11.0-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/ff/4b/5604710d61cdff613584028b4cb4607e56e148801ed9b38ee7970799dab6/black-25.11.0-cp314-cp314-win_amd64.whl"
+name = "black-25.12.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/06/99/b2a4bd7dfaea7964974f947e1c76d6886d65fe5d24f687df2d85406b2609/black-25.12.0-cp314-cp314-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "aa211411e94fdf86519996b7f5f05e71ba34835d8f0c0f03c00a26271da02664"
+sha256 = "97596189949a8aad13ad12fcbb4ae89330039b96ad6742e6f6b45e75ad5cfd83"
 
 [[packages]]
 name = "bleach"
-version = "6.2.0"
+version = "6.3.0"
 
 [[packages.wheels]]
-name = "bleach-6.2.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/fc/55/96142937f66150805c25c4d0f31ee4132fd33497753400734f9dfdcbdc66/bleach-6.2.0-py3-none-any.whl"
+name = "bleach-6.3.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl"
 
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+sha256 = "fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6"
 
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@@ -498,14 +498,14 @@ sha256 = "ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"
 
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-url = "https://files.pythonhosted.org/packages/5d/e7/b18bee0772d49c0f78d57f15a68e85257abf7224d9b910706abe8bd1dc0f/bokeh-3.8.1-py3-none-any.whl"
+name = "bokeh-3.8.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f6/a8/877f306720bc114c612579c5af36bcb359026b83d051226945499b306b1a/bokeh-3.8.2-py3-none-any.whl"
 
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+sha256 = "f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1"
 
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@@ -2698,14 +2709,14 @@ sha256 = "0c53cd8b077546da4e48869f49b13164bebafd0c2a5afceb6bb6a316e7fb46e4"
 
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 name = "mypy"
-version = "1.19.0"
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-name = "mypy-1.19.0-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/fe/b0/c33921e73aaa0106224e5a34822411bea38046188eb781637f5a5b07e269/mypy-1.19.0-cp314-cp314-win_amd64.whl"
+name = "mypy-1.19.1-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/cd/09/4ebd873390a063176f06b0dbf1f7783dd87bd120eae7727fa4ae4179b685/mypy-1.19.1-cp314-cp314-win_amd64.whl"
 
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 name = "mypy-extensions"
@@ -2874,14 +2885,14 @@ sha256 = "e6a0bc88393d65807d751a614207b7129a310ca4fe76a74e5c7da5fa5671417e"
 
 [[packages]]
 name = "numpydoc"
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-url = "https://files.pythonhosted.org/packages/6c/45/56d99ba9366476cd8548527667f01869279cedb9e66b28eb4dfb27701679/numpydoc-1.8.0-py3-none-any.whl"
+name = "numpydoc-1.9.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/26/62/5783d8924fca72529defb2c7dbe2070d49224d2dba03a85b20b37adb24d8/numpydoc-1.9.0-py3-none-any.whl"
 
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 name = "openai"
@@ -2907,14 +2918,69 @@ sha256 = "5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"
 
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 name = "opentelemetry-api"
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+[[packages.wheels]]
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+[packages.wheels.hashes]
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+
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+[[packages.wheels]]
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+url = "https://files.pythonhosted.org/packages/b6/6a/82b68b14efca5150b2632f3692d627afa76b77378c4999f2648979409528/opentelemetry_proto-1.38.0-py3-none-any.whl"
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+[packages.wheels.hashes]
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+
+[[packages]]
+name = "opentelemetry-sdk"
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-url = "https://files.pythonhosted.org/packages/a5/3a/2ba85557e8dc024c0842ad22c570418dc02c36cbd1ab4b832a93edf071b8/opentelemetry_api-1.34.1-py3-none-any.whl"
+name = "opentelemetry_sdk-1.38.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2f/2e/e93777a95d7d9c40d270a371392b6d6f1ff170c2a3cb32d6176741b5b723/opentelemetry_sdk-1.38.0-py3-none-any.whl"
 
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-sha256 = "b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c"
+sha256 = "1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b"
+
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+name = "opentelemetry-semantic-conventions"
+version = "0.59b0"
+
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+url = "https://files.pythonhosted.org/packages/24/7d/c88d7b15ba8fe5c6b8f93be50fc11795e9fc05386c44afaf6b76fe191f9b/opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl"
+
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 name = "optree"
@@ -2929,14 +2995,14 @@ sha256 = "aa963de4146fa1b5cdffb479d324262f245c957df0bb9a9b37f6fd559d027acc"
 
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 name = "optuna"
-version = "4.2.1"
+version = "4.6.0"
 
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-url = "https://files.pythonhosted.org/packages/28/09/c4d329f7969443cdd4d482048ca406b6f61cda3c8e99ace71feaec7c8734/optuna-4.2.1-py3-none-any.whl"
+name = "optuna-4.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/58/de/3d8455b08cb6312f8cc46aacdf16c71d4d881a1db4a4140fc5ef31108422/optuna-4.6.0-py3-none-any.whl"
 
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+sha256 = "4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069"
 
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 name = "orjson"
@@ -3182,14 +3248,14 @@ sha256 = "7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6"
 
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 name = "pluggy"
-version = "1.5.0"
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-url = "https://files.pythonhosted.org/packages/88/5f/e351af9a41f866ac3f1fac4ca0613908d9a41741cfcf2228f4ad853b697d/pluggy-1.5.0-py3-none-any.whl"
+name = "pluggy-1.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl"
 
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+sha256 = "e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"
 
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 name = "ply"
@@ -3237,14 +3303,14 @@ sha256 = "b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa"
 
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 name = "prince"
-version = "0.16.3"
+version = "0.16.5"
 
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-name = "prince-0.16.3-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/76/86/8dd61a7715d39fe1051af1df350f99222935e17a7c7400a361dc54bd98b0/prince-0.16.3-py3-none-any.whl"
+name = "prince-0.16.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/50/07/8f02b5c352e5deaf1461ededd4cb844e96da96f0158fccfa397e85f4a8d0/prince-0.16.5-py3-none-any.whl"
 
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+sha256 = "1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8"
 
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 name = "priority"
@@ -3402,14 +3468,14 @@ sha256 = "aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89"
 
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-version = "2.12.0"
+version = "2.12.1"
 
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-name = "pycodestyle-2.12.0-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/55/c4/bf8ede2d1641e0a2e027c6d0c7060e00332851ea772cc5cee42a4a207707/pycodestyle-2.12.0-py2.py3-none-any.whl"
+name = "pycodestyle-2.12.1-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/3a/d8/a211b3f85e99a0daa2ddec96c949cac6824bd305b040571b82a03dd62636/pycodestyle-2.12.1-py2.py3-none-any.whl"
 
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+sha256 = "46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"
 
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 name = "pycparser"
@@ -3875,14 +3941,14 @@ sha256 = "2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"
 
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 name = "pyspnego"
-version = "0.11.2"
+version = "0.12.0"
 
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-name = "pyspnego-0.11.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/57/ea/b3c1438839d8724beff7b31ec42b9d041265dc9ca27ccb54477d442bfbcf/pyspnego-0.11.2-py3-none-any.whl"
+name = "pyspnego-0.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/01/e9/95430b8f3b747ebd3b86a66484a79ef387167655bcb15ab416f563045565/pyspnego-0.12.0-py3-none-any.whl"
 
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-sha256 = "74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4"
+sha256 = "84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007"
 
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 name = "pytest"
@@ -3930,14 +3996,14 @@ sha256 = "d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d"
 
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 name = "python-json-logger"
-version = "3.3.0"
+version = "4.0.0"
 
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-name = "python_json_logger-3.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/08/20/0f2523b9e50a8052bc6a8b732dfc8568abbdc42010aef03a2d750bdab3b2/python_json_logger-3.3.0-py3-none-any.whl"
+name = "python_json_logger-4.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/51/e5/fecf13f06e5e5f67e8837d777d1bc43fac0ed2b77a676804df5c34744727/python_json_logger-4.0.0-py3-none-any.whl"
 
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-sha256 = "dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7"
+sha256 = "af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2"
 
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 name = "python-lsp-black"
@@ -4381,14 +4447,14 @@ sha256 = "2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"
 
 [[packages]]
 name = "rich"
-version = "14.1.0"
+version = "14.2.0"
 
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-name = "rich-14.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e3/30/3c4d035596d3cf444529e0b2953ad0466f6049528a879d27534700580395/rich-14.1.0-py3-none-any.whl"
+name = "rich-14.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/25/7a/b0178788f8dc6cafce37a212c99565fa1fe7872c70c6c9c1e1a372d9d88f/rich-14.2.0-py3-none-any.whl"
 
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-sha256 = "536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f"
+sha256 = "76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"
 
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 name = "roman-numerals-py"
@@ -4623,14 +4689,14 @@ sha256 = "dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce"
 
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 name = "skrub"
-version = "0.7.0"
+version = "0.7.1"
 
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-name = "skrub-0.7.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/80/b2/6032bf79d0acdf57fbd4885ab33789fd21c6003487e91994626a1b106fba/skrub-0.7.0-py3-none-any.whl"
+name = "skrub-0.7.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2e/63/bf84b02c890214e3402952e7eff57fbc2c700682baa6d327c553c9902565/skrub-0.7.1-py3-none-any.whl"
 
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+sha256 = "591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d"
 
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 name = "smmap"
@@ -4964,14 +5030,14 @@ sha256 = "e8b65210bd1a785d121340b794a47c7c912d8da401af9e4403e16c84e3bc4410"
 
 [[packages]]
 name = "streamlit-bokeh"
-version = "3.8.1"
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-name = "streamlit_bokeh-3.8.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/48/10/a9a233afb4f6285246512fe2d4ea62212b1c14d493a29ef35e0ee7993bc4/streamlit_bokeh-3.8.1-py3-none-any.whl"
+name = "streamlit_bokeh-3.8.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a5/44/1b298e5d0177d7f3fe940fd12d422ce0c1c562a7cd846d028158b81e24e7/streamlit_bokeh-3.8.2-py3-none-any.whl"
 
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-sha256 = "1bb651cedccd6b9bba669e5bb4fa8412223fd0644a6203e7755d85ea24497afc"
+sha256 = "7e283191a2d36ac2fe7b1205daccf825674d706cdeea5093ff98e43f84c8b68f"
 
 [[packages]]
 name = "superqt"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb1.toml
index e6684b67..236b643d 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb1.toml
@@ -3,25 +3,25 @@ created-by = "pip"
 
 [[packages]]
 name = "absl-py"
-version = "2.3.0"
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-name = "absl_py-2.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/87/04/9d75e1d3bb4ab8ec67ff10919476ccdee06c098bcfcf3a352da5f985171d/absl_py-2.3.0-py3-none-any.whl"
+name = "absl_py-2.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl"
 
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-sha256 = "9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3"
+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
 
 [[packages]]
 name = "aiofiles"
-version = "24.1.0"
+version = "25.1.0"
 
 [[packages.wheels]]
-name = "aiofiles-24.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl"
+name = "aiofiles-25.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl"
 
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-sha256 = "b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"
+sha256 = "abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"
 
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 name = "aiohappyeyeballs"
@@ -36,14 +36,14 @@ sha256 = "f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"
 
 [[packages]]
 name = "aiohttp"
-version = "3.13.1"
+version = "3.13.3"
 
 [[packages.wheels]]
-name = "aiohttp-3.13.1-cp314-cp314t-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/04/0f/27e4fdde899e1e90e35eeff56b54ed63826435ad6cdb06b09ed312d1b3fa/aiohttp-3.13.1-cp314-cp314t-win_amd64.whl"
+name = "aiohttp-3.13.3-cp314-cp314t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/b4/63/278a98c715ae467624eafe375542d8ba9b4383a016df8fdefe0ae28382a7/aiohttp-3.13.3-cp314-cp314t-win_amd64.whl"
 
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+sha256 = "44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344"
 
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 name = "aiosignal"
@@ -91,14 +91,14 @@ sha256 = "09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8"
 
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-url = "https://files.pythonhosted.org/packages/02/b7/cf592cb5de5cb3bade3357f8d2cf42bf103bbe39f459824b4939fd212911/annotated_doc-0.0.3-py3-none-any.whl"
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+sha256 = "f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1"
 
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 name = "msal-extensions"
@@ -2412,14 +2423,14 @@ sha256 = "0c53cd8b077546da4e48869f49b13164bebafd0c2a5afceb6bb6a316e7fb46e4"
 
 [[packages]]
 name = "mypy"
-version = "1.19.0"
+version = "1.19.1"
 
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-name = "mypy-1.19.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/09/0e/fe228ed5aeab470c6f4eb82481837fadb642a5aa95cc8215fd2214822c10/mypy-1.19.0-py3-none-any.whl"
+name = "mypy-1.19.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8d/f4/4ce9a05ce5ded1de3ec1c1d96cf9f9504a04e54ce0ed55cfa38619a32b8d/mypy-1.19.1-py3-none-any.whl"
 
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-sha256 = "0c01c99d626380752e527d5ce8e69ffbba2046eb8a060db0329690849cf9b6f9"
+sha256 = "f1235f5ea01b7db5468d53ece6aaddf1ad0b88d9e7462b86ef96fe04995d7247"
 
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@@ -2577,14 +2588,14 @@ sha256 = "8f085da926c0d491ffff3096f91078cc97ea67e7e6b65e490bc8dcda65663be2"
 
 [[packages]]
 name = "numpydoc"
-version = "1.8.0"
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-name = "numpydoc-1.8.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/6c/45/56d99ba9366476cd8548527667f01869279cedb9e66b28eb4dfb27701679/numpydoc-1.8.0-py3-none-any.whl"
+name = "numpydoc-1.9.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/26/62/5783d8924fca72529defb2c7dbe2070d49224d2dba03a85b20b37adb24d8/numpydoc-1.9.0-py3-none-any.whl"
 
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+sha256 = "8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135"
 
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 name = "openai"
@@ -2610,14 +2621,69 @@ sha256 = "5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"
 
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 name = "opentelemetry-api"
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-url = "https://files.pythonhosted.org/packages/a5/3a/2ba85557e8dc024c0842ad22c570418dc02c36cbd1ab4b832a93edf071b8/opentelemetry_api-1.34.1-py3-none-any.whl"
+name = "opentelemetry_api-1.38.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ae/a2/d86e01c28300bd41bab8f18afd613676e2bd63515417b77636fc1add426f/opentelemetry_api-1.38.0-py3-none-any.whl"
 
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+sha256 = "2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582"
+
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+version = "1.38.0"
+
+[[packages.wheels]]
+name = "opentelemetry_exporter_otlp_proto_common-1.38.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a7/9e/55a41c9601191e8cd8eb626b54ee6827b9c9d4a46d736f32abc80d8039fc/opentelemetry_exporter_otlp_proto_common-1.38.0-py3-none-any.whl"
+
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+
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+
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+sha256 = "84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b"
+
+[[packages]]
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+url = "https://files.pythonhosted.org/packages/b6/6a/82b68b14efca5150b2632f3692d627afa76b77378c4999f2648979409528/opentelemetry_proto-1.38.0-py3-none-any.whl"
+
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+
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+name = "opentelemetry-sdk"
+version = "1.38.0"
+
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+name = "opentelemetry_sdk-1.38.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2f/2e/e93777a95d7d9c40d270a371392b6d6f1ff170c2a3cb32d6176741b5b723/opentelemetry_sdk-1.38.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b"
+
+[[packages]]
+name = "opentelemetry-semantic-conventions"
+version = "0.59b0"
+
+[[packages.wheels]]
+name = "opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/24/7d/c88d7b15ba8fe5c6b8f93be50fc11795e9fc05386c44afaf6b76fe191f9b/opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed"
 
 [[packages]]
 name = "outcome"
@@ -2632,14 +2698,14 @@ sha256 = "e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b"
 
 [[packages]]
 name = "packaging"
-version = "26.0rc2"
+version = "26.0rc3"
 
 [[packages.wheels]]
-name = "packaging-26.0rc2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/60/eb/1f8f5e3b10748612b075b2b991d6c4342d993008d2aa05f5c872a4e7bfa5/packaging-26.0rc2-py3-none-any.whl"
+name = "packaging-26.0rc3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/76/9d/57d703323d41548e014e5e33191cdf117e690f48889809cf4e07d09238e2/packaging-26.0rc3-py3-none-any.whl"
 
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-sha256 = "885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a"
+sha256 = "7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d"
 
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 name = "pandas"
@@ -2830,14 +2896,14 @@ sha256 = "5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1"
 
 [[packages]]
 name = "pluggy"
-version = "1.5.0"
+version = "1.6.0"
 
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-name = "pluggy-1.5.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/88/5f/e351af9a41f866ac3f1fac4ca0613908d9a41741cfcf2228f4ad853b697d/pluggy-1.5.0-py3-none-any.whl"
+name = "pluggy-1.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl"
 
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-sha256 = "44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
+sha256 = "e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"
 
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 name = "ply"
@@ -2863,14 +2929,14 @@ sha256 = "b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa"
 
 [[packages]]
 name = "prince"
-version = "0.16.3"
+version = "0.16.5"
 
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-name = "prince-0.16.3-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/76/86/8dd61a7715d39fe1051af1df350f99222935e17a7c7400a361dc54bd98b0/prince-0.16.3-py3-none-any.whl"
+name = "prince-0.16.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/50/07/8f02b5c352e5deaf1461ededd4cb844e96da96f0158fccfa397e85f4a8d0/prince-0.16.5-py3-none-any.whl"
 
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-sha256 = "99b41bd2a3acfc8020edfc912da69b9459f974712771d53adb6923afdb880856"
+sha256 = "1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8"
 
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@@ -2916,6 +2982,17 @@ url = "https://files.pythonhosted.org/packages/cb/ef/3c6ecf8b317aa982f309835e8f9
 [packages.wheels.hashes]
 sha256 = "990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1"
 
+[[packages]]
+name = "protobuf"
+version = "6.33.4"
+
+[[packages.wheels]]
+name = "protobuf-6.33.4-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/75/b1/1dc83c2c661b4c62d56cc081706ee33a4fc2835bd90f965baa2663ef7676/protobuf-6.33.4-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "1fe3730068fcf2e595816a6c34fe66eeedd37d51d0400b72fabc848811fdc1bc"
+
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 name = "psutil"
 version = "7.2.1"
@@ -3006,14 +3083,14 @@ sha256 = "aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89"
 
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 name = "pycodestyle"
-version = "2.12.0"
+version = "2.12.1"
 
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-name = "pycodestyle-2.12.0-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/55/c4/bf8ede2d1641e0a2e027c6d0c7060e00332851ea772cc5cee42a4a207707/pycodestyle-2.12.0-py2.py3-none-any.whl"
+name = "pycodestyle-2.12.1-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/3a/d8/a211b3f85e99a0daa2ddec96c949cac6824bd305b040571b82a03dd62636/pycodestyle-2.12.1-py2.py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4"
+sha256 = "46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3"
 
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 name = "pycparser"
@@ -3358,14 +3435,14 @@ sha256 = "2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"
 
 [[packages]]
 name = "pyspnego"
-version = "0.11.2"
+version = "0.12.0"
 
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-name = "pyspnego-0.11.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/57/ea/b3c1438839d8724beff7b31ec42b9d041265dc9ca27ccb54477d442bfbcf/pyspnego-0.11.2-py3-none-any.whl"
+name = "pyspnego-0.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/01/e9/95430b8f3b747ebd3b86a66484a79ef387167655bcb15ab416f563045565/pyspnego-0.12.0-py3-none-any.whl"
 
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-sha256 = "74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4"
+sha256 = "84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007"
 
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 name = "pytest"
@@ -3402,14 +3479,14 @@ sha256 = "961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
 
 [[packages]]
 name = "python-json-logger"
-version = "3.3.0"
+version = "4.0.0"
 
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-name = "python_json_logger-3.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/08/20/0f2523b9e50a8052bc6a8b732dfc8568abbdc42010aef03a2d750bdab3b2/python_json_logger-3.3.0-py3-none-any.whl"
+name = "python_json_logger-4.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/51/e5/fecf13f06e5e5f67e8837d777d1bc43fac0ed2b77a676804df5c34744727/python_json_logger-4.0.0-py3-none-any.whl"
 
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-sha256 = "dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7"
+sha256 = "af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2"
 
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 name = "python-lsp-black"
@@ -3765,14 +3842,14 @@ sha256 = "2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"
 
 [[packages]]
 name = "rich"
-version = "14.1.0"
+version = "14.2.0"
 
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-name = "rich-14.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e3/30/3c4d035596d3cf444529e0b2953ad0466f6049528a879d27534700580395/rich-14.1.0-py3-none-any.whl"
+name = "rich-14.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/25/7a/b0178788f8dc6cafce37a212c99565fa1fe7872c70c6c9c1e1a372d9d88f/rich-14.2.0-py3-none-any.whl"
 
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+sha256 = "76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd"
 
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 name = "roman-numerals-py"
@@ -4007,14 +4084,14 @@ sha256 = "dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce"
 
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 name = "skrub"
-version = "0.7.0"
+version = "0.7.1"
 
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-name = "skrub-0.7.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/80/b2/6032bf79d0acdf57fbd4885ab33789fd21c6003487e91994626a1b106fba/skrub-0.7.0-py3-none-any.whl"
+name = "skrub-0.7.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2e/63/bf84b02c890214e3402952e7eff57fbc2c700682baa6d327c553c9902565/skrub-0.7.1-py3-none-any.whl"
 
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+sha256 = "591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d"
 
 [[packages]]
 name = "smmap"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1.toml
index 507428ec..749d07e1 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "26.0rc2"
+version = "26.0rc3"
 
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-name = "packaging-26.0rc2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/60/eb/1f8f5e3b10748612b075b2b991d6c4342d993008d2aa05f5c872a4e7bfa5/packaging-26.0rc2-py3-none-any.whl"
+name = "packaging-26.0rc3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/76/9d/57d703323d41548e014e5e33191cdf117e690f48889809cf4e07d09238e2/packaging-26.0rc3-py3-none-any.whl"
 
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-sha256 = "885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a"
+sha256 = "7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1_wheels.toml
index a4b5ade9..0bdc2845 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1_wheels.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb1_wheels.toml
@@ -3,36 +3,36 @@ created-by = "pip"
 
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-version = "2.3.0"
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-url = "https://files.pythonhosted.org/packages/87/04/9d75e1d3bb4ab8ec67ff10919476ccdee06c098bcfcf3a352da5f985171d/absl_py-2.3.0-py3-none-any.whl"
+name = "absl_py-2.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl"
 
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+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
 
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-version = "1.9.0"
+version = "1.10.0"
 
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+name = "adbc_driver_manager-1.10.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/ef/1c/787c51fac725e5763e79ce4e22a4b067a8ad97330d915501a89c7e5bfded/adbc_driver_manager-1.10.0-cp314-cp314-win_amd64.whl"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb1.toml b/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb1.toml
new file mode 100644
index 00000000..749d07e1
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb1.txt
index 4bcd7efd..87b69338 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb1.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0rc2 \
-    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+packaging==26.0rc3 \
+    --hash=sha256:7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb1.txt
index 1d1705b9..863a2580 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb1.txt
@@ -1,9 +1,9 @@
-absl-py==2.3.0 \
-    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
-adbc-driver-manager==1.9.0 \
-    --hash=sha256:21e0ab1adb0c804955279b0a919ba8dec5264db1e85e43a89af9fbbf8a8e52c9
-aiofiles==24.1.0 \
-    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
 aiohappyeyeballs==2.6.1 \
     --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
 aiohttp==3.13.3 \
@@ -18,8 +18,8 @@ alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
 altair==6.0.0 \
     --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
-annotated-doc==0.0.3 \
-    --hash=sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
 ansicolors==1.1.8 \
@@ -38,8 +38,8 @@ argon2-cffi==25.1.0 \
     --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
 argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
-array-api-compat==1.12.0 \
-    --hash=sha256:a0b4795b6944a9507fde54679f9350e2ad2b1e2acf4a2408a098cdc27f890a8b
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
 arrow==1.3.0 \
     --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
 asgi-csrf==0.11 \
@@ -48,14 +48,14 @@ asgiref==3.10.0 \
     --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
-asteval==1.0.5 \
-    --hash=sha256:082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
 astroid==4.0.2 \
     --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
 astropy==7.1.1 \
     --hash=sha256:0a3d70df518cb7f400f4ec496b2cbba887c0a0c596fbb15e9bda4fcba07c3f59
-astropy-iers-data==0.2025.9.29.0.35.48 \
-    --hash=sha256:c6988670a03a66fefe9266164194c8e5d74513efd13af47efe2829b7be4b5159
+astropy-iers-data==0.2026.1.12.0.42.13 \
+    --hash=sha256:1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba
 asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.0.5 \
@@ -84,14 +84,14 @@ beautifulsoup4==4.14.2 \
     --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
-black==25.11.0 \
-    --hash=sha256:f42c0ea7f59994490f4dccd64e6b2dd49ac57c7c84f38b8faab50f8759db245c
-bleach==6.2.0 \
-    --hash=sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e
+black==25.12.0 \
+    --hash=sha256:252678f07f5bac4ff0d0e9b261fbb029fa530cfa206d0a636a34ab445ef8ca9d
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
 blinker==1.9.0 \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
-bokeh==3.8.1 \
-    --hash=sha256:89a66cb8bfe85e91bce144e3ccf3c4a6f0f1347e7006282972568ea0ecacbb00
+bokeh==3.8.2 \
+    --hash=sha256:5e2c0d84f75acb25d60efb9e4d2f434a791c4639b47d685534194c4e07bd0111
 branca==0.8.1 \
     --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
 brotli==1.2.0 \
@@ -100,8 +100,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
-cattrs==1.2.0 \
-    --hash=sha256:6deb42a9166e00fe44f89cfa40ebe8d8164f31fa6001de90cced5ffac0622444
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
 certifi==2025.11.12 \
     --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
 cffi==2.0.0 \
@@ -138,26 +138,26 @@ cryptography==46.0.3 \
     --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
 cvxopt==1.3.2 \
     --hash=sha256:0a0987966009ad383de0918e61255d34ed9ebc783565bcb15470d4155010b6bf
-cvxpy==1.7.1 \
-    --hash=sha256:10c4757b858a9e903007bcd29f22cd1f9d6c1259a882f254235d15c867b63a37
+cvxpy==1.7.3 \
+    --hash=sha256:d1def84c970a8a5765849e225732c6308c1bba8900bbfa7d4a17ea955e82ce80
 cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
 cython==3.2.4 \
     --hash=sha256:83266c356c13c68ffe658b4905279c993d8a5337bb0160fa90c8a3e297ea9a2e
 cytoolz==1.1.0 \
     --hash=sha256:9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc
-dask==2025.12.0 \
-    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
+dask==2026.1.1 \
+    --hash=sha256:146b0ef2918eb581e06139183a88801b4a8c52d7c37758a91f8c3b75c54b0e15
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
     --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
 datashader==0.18.2 \
     --hash=sha256:2aa90e867a46b1e75248f32a47c5b14bb5dc869524152f88c0af8369d47359e7
-deap==1.4.2 \
-    --hash=sha256:1abab976c75b0f18c36e81f968fcc77fac69fc9bedbab8be3323ca376f6fcfa4
-debugpy==1.8.17 \
-    --hash=sha256:6c5cd6f009ad4fca8e33e5238210dc1e5f42db07d4b6ab21ac7ffa904a196420
+deap==1.4.3 \
+    --hash=sha256:265fea2c4bc8b93871444721e4a4d96476ac2f5ff7a704140fa9be8112240d8d
+debugpy==1.8.19 \
+    --hash=sha256:c30639998a9f9cd9699b4b621942c0179a6527f083c72351f95c6ab1728d5b73
 decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
@@ -168,8 +168,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.12.0 \
-    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
+distributed==2026.1.1 \
+    --hash=sha256:506759b1ed88e45e12ba65e2a429de9911862db55d27dd8bb293c6268430374e
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==6.0.1 \
@@ -248,6 +248,8 @@ google-auth==2.47.0 \
     --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
 google-genai==1.58.0 \
     --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.6 \
@@ -304,8 +306,8 @@ id==1.5.0 \
     --hash=sha256:f1434e1cef91f2cbb8a4ec64663d5a23b9ed43ef44c4c957d02583d61714c658
 idna==3.11 \
     --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea
-imageio==2.37.0 \
-    --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
+imageio==2.37.2 \
+    --hash=sha256:ad9adfb20335d718c03de457358ed69f141021a333c40a53e57273d8a5bd0b9b
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
 imbalanced-learn==0.14.1 \
@@ -340,8 +342,8 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.0.1 \
-    --hash=sha256:2dc5d7f65c9678d94c88dfc29161a320eec67328bc97aad576874cb4be1e9615
+isort==6.1.0 \
+    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
@@ -358,8 +360,8 @@ jellyfish==1.2.1 \
     --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571
 jinja2==3.1.6 \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-jiter==0.11.1 \
-    --hash=sha256:f773f84080b667c69c4ea0403fc67bb08b07e2b7ce1ef335dea5868451e60fed
+jiter==0.12.0 \
+    --hash=sha256:e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
 json5==0.12.1 \
@@ -402,14 +404,14 @@ jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
 jupyterlab-widgets==3.0.15 \
     --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
-keras==3.13.0 \
-    --hash=sha256:096793e2be6230816f3f7e030370e66c0f4a89707c59bf2d8fad3ca33869bd1c
-keyring==25.6.0 \
-    --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
+keras==3.13.1 \
+    --hash=sha256:6593be2e9d057921cd0413b4552c05fe1df73ea4bb03a4f3ec94532077b3e508
+keyring==25.7.0 \
+    --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
     --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d
-langchain==1.2.4 \
-    --hash=sha256:182ac9f3c4559c5a6477e00d60ff8a56212ec4db6f101a4957492818dc3ce3e9
+langchain==1.2.6 \
+    --hash=sha256:a9a6c39f03c09b6eb0f1b47e267ad2a2fd04e124dfaa9753bd6c11d2fe7d944e
 langchain-core==1.2.7 \
     --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.6 \
@@ -420,12 +422,12 @@ langgraph-prebuilt==1.0.6 \
     --hash=sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae
 langgraph-sdk==0.3.3 \
     --hash=sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b
-langsmith==0.6.3 \
-    --hash=sha256:44fdf8084165513e6bede9dda715e7b460b1b3f57ac69f2ca3f03afa911233ec
+langsmith==0.6.4 \
+    --hash=sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
-librt==0.6.2 \
-    --hash=sha256:778667b8688bbacba06739eb5b0b78d99d2c65a99262dac5ab25eba473b34d5f
+librt==0.7.8 \
+    --hash=sha256:f8f4a901a3fa28969d6e4519deceab56c55a09d691ea7b12ca830e2fa3461e34
 linkify-it-py==2.0.3 \
     --hash=sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79
 llvmlite==0.46.0 \
@@ -444,8 +446,8 @@ magika==0.6.2 \
     --hash=sha256:711f427a633e0182737dcc2074748004842f870643585813503ff2553b973b9f
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.9 \
-    --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
+markdown==3.10 \
+    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
@@ -462,8 +464,8 @@ maturin==1.11.5 \
     --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
-mcp==1.21.0 \
-    --hash=sha256:598619e53eb0b7a6513db38c426b28a4bdf57496fed04332100d2c56acade98b
+mcp==1.25.0 \
+    --hash=sha256:b37c38144a666add0862614cc79ec276e97d72aa8ca26d622818d4e278b9721a
 mdit-py-plugins==0.5.0 \
     --hash=sha256:07a08422fc1936a5d26d146759e9155ea466e842f5ab2f7d2266dd084c8dab1f
 mdurl==0.1.2 \
@@ -474,24 +476,24 @@ mergedeep==1.3.4 \
     --hash=sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
 missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
-mistralai==1.9.11 \
-    --hash=sha256:7a3dc2b8ef3fceaa3582220234261b5c4e3e03a972563b07afa150e44a25a6d3
+mistralai==1.10.1 \
+    --hash=sha256:f9526ec1a42b950f1cec019626b9c1a0f5fb7fbac904a844b1d038286c8ee5f0
 mistune==3.1.4 \
     --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
-ml-dtypes==0.5.3 \
-    --hash=sha256:d0f730a17cf4f343b2c7ad50cee3bd19e969e793d2be6ed911f43086460096e4
+ml-dtypes==0.5.4 \
+    --hash=sha256:f21c9219ef48ca5ee78402d5cc831bd58ea27ce89beda894428bc67a52da5328
 mlxtend==0.23.4 \
     --hash=sha256:8675456e2b71841116e5317f6d7aa568848ea2546865eb5eca7192e9b7f395f4
-more-itertools==10.7.0 \
-    --hash=sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e
+more-itertools==10.8.0 \
+    --hash=sha256:52d4362373dcf7c52546bc4af9a86ee7c4579df9a8dc268be0a2f949d376cc9b
 mpld3==0.5.12 \
     --hash=sha256:bea31799a4041029a906f53f2662bbf1c49903e0c0bc712b412354158ec7cf54
 mpmath==1.3.0 \
     --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
-msal==1.32.3 \
-    --hash=sha256:b2798db57760b1961b142f027ffb7c8169536bf77316e99a0df5c4aaebb11569
+msal==1.34.0 \
+    --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
 msal-extensions==1.3.1 \
     --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca
 msgpack==1.1.2 \
@@ -500,8 +502,8 @@ multidict==6.7.0 \
     --hash=sha256:30d193c6cc6d559db42b6bcec8a5d395d34d60c9877a0b71ecd7c204fcf15390
 multipledispatch==1.0.0 \
     --hash=sha256:0c53cd8b077546da4e48869f49b13164bebafd0c2a5afceb6bb6a316e7fb46e4
-mypy==1.19.0 \
-    --hash=sha256:cabbee74f29aa9cd3b444ec2f1e4fa5a9d0d746ce7567a6a609e224429781f53
+mypy==1.19.1 \
+    --hash=sha256:016f2246209095e8eda7538944daa1d60e1e8134d98983b9fc1e92c1fc0cb8dd
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 mysql-connector-python==9.5.0 \
@@ -532,26 +534,36 @@ numba==0.63.1 \
     --hash=sha256:eb227b07c2ac37b09432a9bda5142047a2d1055646e089d4a240a2643e508102
 numpy==2.3.5 \
     --hash=sha256:00dc4e846108a382c5869e77c6ed514394bdeb3403461d25a829711041217d5b
-numpydoc==1.8.0 \
-    --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
+numpydoc==1.9.0 \
+    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
 onnxruntime==1.23.2 \
     --hash=sha256:1f9cc0a55349c584f083c1c076e611a7c35d5b867d5d6e6d6c823bf821978088
 openai==2.15.0 \
     --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
-opentelemetry-api==1.34.1 \
-    --hash=sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c
+opentelemetry-api==1.38.0 \
+    --hash=sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582
+opentelemetry-exporter-otlp-proto-common==1.38.0 \
+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a
+opentelemetry-exporter-otlp-proto-http==1.38.0 \
+    --hash=sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b
+opentelemetry-proto==1.38.0 \
+    --hash=sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18
+opentelemetry-sdk==1.38.0 \
+    --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
+opentelemetry-semantic-conventions==0.59b0 \
+    --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
 optree==0.17.0 \
     --hash=sha256:057f95213e403ff3a975f287aef6b687299d0c4512d211de24b1b98050cd4fbf
-optuna==4.2.1 \
-    --hash=sha256:6d38199013441d3f70fac27136e05c0188c5f4ec3848db708ac311cbdeb30dbf
+optuna==4.6.0 \
+    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
 orjson==3.11.4 \
     --hash=sha256:09bf242a4af98732db9f9a1ec57ca2604848e16f132e3f72edfd3c5c96de009a
 ormsgpack==1.12.0 \
     --hash=sha256:8ed37f29772432048b58174e920a1d4c4cde0404a5d448d3d8bbcc95d86a6918
-osqp==0.6.7.post3 \
-    --hash=sha256:acb219e941f5248da5de3ee9b70e6a5aaddf5f3989dffd1d4c03b0f7b1dfa17b
+osqp==1.0.5 \
+    --hash=sha256:0a90b8fee99daa00760bd336dd074731289690700d9e7eae3900db233f8bfa02
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
 packaging==25.0 \
@@ -594,8 +606,8 @@ plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
 plotpy==2.8.2 \
     --hash=sha256:636ea8ce5ee4c81cfd40bc5da9e9a0cbb9a5152eb8051963b8dd3255d11137cf
-pluggy==1.5.0 \
-    --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
+pluggy==1.6.0 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
 polars==1.37.1 \
@@ -604,8 +616,8 @@ polars-runtime-32==1.37.1 \
     --hash=sha256:da3d3642ae944e18dd17109d2a3036cb94ce50e5495c5023c77b1599d4c861bc
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
-prince==0.16.3 \
-    --hash=sha256:99b41bd2a3acfc8020edfc912da69b9459f974712771d53adb6923afdb880856
+prince==0.16.5 \
+    --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
     --hash=sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa
 prometheus-client==0.24.1 \
@@ -636,8 +648,8 @@ pyasn1-modules==0.4.1 \
     --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
-pycodestyle==2.12.0 \
-    --hash=sha256:949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4
+pycodestyle==2.12.1 \
+    --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
 pycparser==2.23 \
     --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
 pyct==0.5.0 \
@@ -722,8 +734,8 @@ pyserial==3.5 \
     --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
 pysocks==1.7.1 \
     --hash=sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
-pyspnego==0.11.2 \
-    --hash=sha256:74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4
+pyspnego==0.12.0 \
+    --hash=sha256:84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007
 pytest==9.0.2 \
     --hash=sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b
 python-barcode==0.16.1 \
@@ -732,8 +744,8 @@ python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
 python-dotenv==1.1.0 \
     --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
-python-json-logger==3.3.0 \
-    --hash=sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7
+python-json-logger==4.0.0 \
+    --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
     --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
 python-lsp-jsonrpc==1.1.2 \
@@ -776,8 +788,6 @@ pyzmq==27.1.0 \
     --hash=sha256:9ce490cf1d2ca2ad84733aa1d69ce6855372cb5ce9223802450c9b2a7cba0ccf
 qdarkstyle==3.2.3 \
     --hash=sha256:ea980ee426d594909cf1058306832af71ff6cbad6f69237b036d1550635aefbc
-qdldl==0.1.7.post5 \
-    --hash=sha256:cc9be378e7bec67d4c62b7fa27cafb4f77d3e5e059d753c3dce0a5ae1ef5fea0
 qrcode==8.2 \
     --hash=sha256:16e64e0716c14960108e85d853062c9e8bba5ca8252c0b4d0231b9df4060ff4f
 qstylizer==0.2.4 \
@@ -816,8 +826,8 @@ rfc3986==2.0.0 \
     --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
 rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
-rich==14.1.0 \
-    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f
+rich==14.2.0 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
 roman-numerals-py==3.1.0 \
     --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
 rope==1.14.0 \
@@ -860,8 +870,8 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.0 \
-    --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
+skrub==0.7.1 \
+    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
 smmap==5.0.2 \
     --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
 sniffio==1.3.1 \
@@ -922,8 +932,8 @@ statsmodels==0.14.6 \
     --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233
 streamlit==1.53.0 \
     --hash=sha256:e8b65210bd1a785d121340b794a47c7c912d8da401af9e4403e16c84e3bc4410
-streamlit-bokeh==3.8.1 \
-    --hash=sha256:1bb651cedccd6b9bba669e5bb4fa8412223fd0644a6203e7755d85ea24497afc
+streamlit-bokeh==3.8.2 \
+    --hash=sha256:7e283191a2d36ac2fe7b1205daccf825674d706cdeea5093ff98e43f84c8b68f
 superqt==0.7.6 \
     --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
 sv-ttk==2.6.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt
index 4bcd7efd..87b69338 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0rc2 \
-    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+packaging==26.0rc3 \
+    --hash=sha256:7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt
index ecff9457..029ffd5c 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb1_wheels.txt
@@ -1,9 +1,9 @@
-absl-py==2.3.0 \
-    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
-adbc-driver-manager==1.9.0 \
-    --hash=sha256:21e0ab1adb0c804955279b0a919ba8dec5264db1e85e43a89af9fbbf8a8e52c9
-aiofiles==24.1.0 \
-    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
 aiohappyeyeballs==2.6.1 \
     --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
 aiohttp==3.13.3 \
@@ -18,8 +18,8 @@ alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
 altair==6.0.0 \
     --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
-annotated-doc==0.0.3 \
-    --hash=sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
 ansicolors==1.1.8 \
@@ -38,8 +38,8 @@ argon2-cffi==25.1.0 \
     --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
 argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
-array-api-compat==1.12.0 \
-    --hash=sha256:a0b4795b6944a9507fde54679f9350e2ad2b1e2acf4a2408a098cdc27f890a8b
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
 arrow==1.3.0 \
     --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
 asgi-csrf==0.11 \
@@ -48,8 +48,8 @@ asgiref==3.10.0 \
     --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
-asteval==1.0.5 \
-    --hash=sha256:082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
 astroid==4.0.2 \
     --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
 asttokens==3.0.1 \
@@ -80,10 +80,10 @@ beautifulsoup4==4.14.2 \
     --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
-black==25.11.0 \
-    --hash=sha256:f42c0ea7f59994490f4dccd64e6b2dd49ac57c7c84f38b8faab50f8759db245c
-bleach==6.2.0 \
-    --hash=sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e
+black==25.12.0 \
+    --hash=sha256:252678f07f5bac4ff0d0e9b261fbb029fa530cfa206d0a636a34ab445ef8ca9d
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
 blinker==1.9.0 \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
 bokeh==3.9.0.dev7 \
@@ -96,8 +96,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
-cattrs==1.2.0 \
-    --hash=sha256:6deb42a9166e00fe44f89cfa40ebe8d8164f31fa6001de90cced5ffac0622444
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
 certifi==2025.11.12 \
     --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
 cffi==2.0.0 \
@@ -130,24 +130,24 @@ cookiecutter==2.6.0 \
     --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
 cryptography==46.0.3 \
     --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
-cvxpy==1.7.1 \
-    --hash=sha256:10c4757b858a9e903007bcd29f22cd1f9d6c1259a882f254235d15c867b63a37
+cvxpy==1.7.3 \
+    --hash=sha256:d1def84c970a8a5765849e225732c6308c1bba8900bbfa7d4a17ea955e82ce80
 cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
 cython==3.2.4 \
     --hash=sha256:83266c356c13c68ffe658b4905279c993d8a5337bb0160fa90c8a3e297ea9a2e
 cytoolz==1.1.0 \
     --hash=sha256:9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc
-dask==2025.12.0 \
-    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
+dask==2026.1.1 \
+    --hash=sha256:146b0ef2918eb581e06139183a88801b4a8c52d7c37758a91f8c3b75c54b0e15
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
     --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
-deap==1.4.2 \
-    --hash=sha256:1abab976c75b0f18c36e81f968fcc77fac69fc9bedbab8be3323ca376f6fcfa4
-debugpy==1.8.17 \
-    --hash=sha256:6c5cd6f009ad4fca8e33e5238210dc1e5f42db07d4b6ab21ac7ffa904a196420
+deap==1.4.3 \
+    --hash=sha256:265fea2c4bc8b93871444721e4a4d96476ac2f5ff7a704140fa9be8112240d8d
+debugpy==1.8.19 \
+    --hash=sha256:c30639998a9f9cd9699b4b621942c0179a6527f083c72351f95c6ab1728d5b73
 decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
@@ -158,8 +158,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.12.0 \
-    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
+distributed==2026.1.1 \
+    --hash=sha256:506759b1ed88e45e12ba65e2a429de9911862db55d27dd8bb293c6268430374e
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 dnspython==2.7.0 \
@@ -234,6 +234,8 @@ google-auth==2.47.0 \
     --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
 google-genai==1.58.0 \
     --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.6 \
@@ -286,8 +288,8 @@ id==1.5.0 \
     --hash=sha256:f1434e1cef91f2cbb8a4ec64663d5a23b9ed43ef44c4c957d02583d61714c658
 idna==3.11 \
     --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea
-imageio==2.37.0 \
-    --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
+imageio==2.37.2 \
+    --hash=sha256:ad9adfb20335d718c03de457358ed69f141021a333c40a53e57273d8a5bd0b9b
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
 imbalanced-learn==0.14.1 \
@@ -322,8 +324,8 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.0.1 \
-    --hash=sha256:2dc5d7f65c9678d94c88dfc29161a320eec67328bc97aad576874cb4be1e9615
+isort==6.1.0 \
+    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
@@ -340,8 +342,8 @@ jellyfish==1.2.1 \
     --hash=sha256:9c747ae5c0fb4bd519f6abbfe4bd704b2f1c63fd4dd3dbb8d8864478974e1571
 jinja2==3.1.6 \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-jiter==0.11.1 \
-    --hash=sha256:f773f84080b667c69c4ea0403fc67bb08b07e2b7ce1ef335dea5868451e60fed
+jiter==0.12.0 \
+    --hash=sha256:e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
 json5==0.12.1 \
@@ -384,14 +386,14 @@ jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
 jupyterlab-widgets==3.0.15 \
     --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
-keras==3.13.0 \
-    --hash=sha256:096793e2be6230816f3f7e030370e66c0f4a89707c59bf2d8fad3ca33869bd1c
-keyring==25.6.0 \
-    --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
+keras==3.13.1 \
+    --hash=sha256:6593be2e9d057921cd0413b4552c05fe1df73ea4bb03a4f3ec94532077b3e508
+keyring==25.7.0 \
+    --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
     --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d
-langchain==1.2.4 \
-    --hash=sha256:182ac9f3c4559c5a6477e00d60ff8a56212ec4db6f101a4957492818dc3ce3e9
+langchain==1.2.6 \
+    --hash=sha256:a9a6c39f03c09b6eb0f1b47e267ad2a2fd04e124dfaa9753bd6c11d2fe7d944e
 langchain-core==1.2.7 \
     --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.6 \
@@ -402,12 +404,12 @@ langgraph-prebuilt==1.0.6 \
     --hash=sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae
 langgraph-sdk==0.3.3 \
     --hash=sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b
-langsmith==0.6.3 \
-    --hash=sha256:44fdf8084165513e6bede9dda715e7b460b1b3f57ac69f2ca3f03afa911233ec
+langsmith==0.6.4 \
+    --hash=sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
-librt==0.6.2 \
-    --hash=sha256:778667b8688bbacba06739eb5b0b78d99d2c65a99262dac5ab25eba473b34d5f
+librt==0.7.8 \
+    --hash=sha256:f8f4a901a3fa28969d6e4519deceab56c55a09d691ea7b12ca830e2fa3461e34
 llvmlite==0.46.0 \
     --hash=sha256:67438fd30e12349ebb054d86a5a1a57fd5e87d264d2451bcfafbbbaa25b82a35
 lmfit==1.3.3 \
@@ -422,8 +424,8 @@ lxml==6.0.2 \
     --hash=sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.9 \
-    --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
+markdown==3.10 \
+    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markupsafe==3.0.3 \
@@ -436,8 +438,8 @@ maturin==1.11.5 \
     --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
-mcp==1.21.0 \
-    --hash=sha256:598619e53eb0b7a6513db38c426b28a4bdf57496fed04332100d2c56acade98b
+mcp==1.25.0 \
+    --hash=sha256:b37c38144a666add0862614cc79ec276e97d72aa8ca26d622818d4e278b9721a
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8
 mercantile==1.2.1 \
@@ -446,32 +448,32 @@ mergedeep==1.3.4 \
     --hash=sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
 missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
-mistralai==1.9.11 \
-    --hash=sha256:7a3dc2b8ef3fceaa3582220234261b5c4e3e03a972563b07afa150e44a25a6d3
+mistralai==1.10.1 \
+    --hash=sha256:f9526ec1a42b950f1cec019626b9c1a0f5fb7fbac904a844b1d038286c8ee5f0
 mistune==3.1.4 \
     --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
-ml-dtypes==0.5.3 \
-    --hash=sha256:d0f730a17cf4f343b2c7ad50cee3bd19e969e793d2be6ed911f43086460096e4
+ml-dtypes==0.5.4 \
+    --hash=sha256:f21c9219ef48ca5ee78402d5cc831bd58ea27ce89beda894428bc67a52da5328
 mlxtend==0.23.4 \
     --hash=sha256:8675456e2b71841116e5317f6d7aa568848ea2546865eb5eca7192e9b7f395f4
-more-itertools==10.7.0 \
-    --hash=sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e
+more-itertools==10.8.0 \
+    --hash=sha256:52d4362373dcf7c52546bc4af9a86ee7c4579df9a8dc268be0a2f949d376cc9b
 mpld3==0.5.12 \
     --hash=sha256:bea31799a4041029a906f53f2662bbf1c49903e0c0bc712b412354158ec7cf54
 mpmath==1.3.0 \
     --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
-msal==1.32.3 \
-    --hash=sha256:b2798db57760b1961b142f027ffb7c8169536bf77316e99a0df5c4aaebb11569
+msal==1.34.0 \
+    --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
 msal-extensions==1.3.1 \
     --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca
 msgpack==1.1.2 \
     --hash=sha256:a465f0dceb8e13a487e54c07d04ae3ba131c7c5b95e2612596eafde1dccf64a9
 multidict==6.7.0 \
     --hash=sha256:30d193c6cc6d559db42b6bcec8a5d395d34d60c9877a0b71ecd7c204fcf15390
-mypy==1.19.0 \
-    --hash=sha256:cabbee74f29aa9cd3b444ec2f1e4fa5a9d0d746ce7567a6a609e224429781f53
+mypy==1.19.1 \
+    --hash=sha256:016f2246209095e8eda7538944daa1d60e1e8134d98983b9fc1e92c1fc0cb8dd
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
@@ -500,26 +502,36 @@ numba==0.63.1 \
     --hash=sha256:eb227b07c2ac37b09432a9bda5142047a2d1055646e089d4a240a2643e508102
 numpy==2.3.5 \
     --hash=sha256:00dc4e846108a382c5869e77c6ed514394bdeb3403461d25a829711041217d5b
-numpydoc==1.8.0 \
-    --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
+numpydoc==1.9.0 \
+    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
 onnxruntime==1.23.2 \
     --hash=sha256:1f9cc0a55349c584f083c1c076e611a7c35d5b867d5d6e6d6c823bf821978088
 openai==2.15.0 \
     --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
-opentelemetry-api==1.34.1 \
-    --hash=sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c
+opentelemetry-api==1.38.0 \
+    --hash=sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582
+opentelemetry-exporter-otlp-proto-common==1.38.0 \
+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a
+opentelemetry-exporter-otlp-proto-http==1.38.0 \
+    --hash=sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b
+opentelemetry-proto==1.38.0 \
+    --hash=sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18
+opentelemetry-sdk==1.38.0 \
+    --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
+opentelemetry-semantic-conventions==0.59b0 \
+    --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
 optree==0.17.0 \
     --hash=sha256:057f95213e403ff3a975f287aef6b687299d0c4512d211de24b1b98050cd4fbf
-optuna==4.2.1 \
-    --hash=sha256:6d38199013441d3f70fac27136e05c0188c5f4ec3848db708ac311cbdeb30dbf
+optuna==4.6.0 \
+    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
 orjson==3.11.4 \
     --hash=sha256:09bf242a4af98732db9f9a1ec57ca2604848e16f132e3f72edfd3c5c96de009a
 ormsgpack==1.12.0 \
     --hash=sha256:8ed37f29772432048b58174e920a1d4c4cde0404a5d448d3d8bbcc95d86a6918
-osqp==0.6.7.post3 \
-    --hash=sha256:acb219e941f5248da5de3ee9b70e6a5aaddf5f3989dffd1d4c03b0f7b1dfa17b
+osqp==1.0.5 \
+    --hash=sha256:0a90b8fee99daa00760bd336dd074731289690700d9e7eae3900db233f8bfa02
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
 packaging==25.0 \
@@ -560,8 +572,8 @@ plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
 plotpy==2.8.2 \
     --hash=sha256:636ea8ce5ee4c81cfd40bc5da9e9a0cbb9a5152eb8051963b8dd3255d11137cf
-pluggy==1.5.0 \
-    --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
+pluggy==1.6.0 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
 polars==1.37.1 \
@@ -570,8 +582,8 @@ polars-runtime-32==1.37.1 \
     --hash=sha256:da3d3642ae944e18dd17109d2a3036cb94ce50e5495c5023c77b1599d4c861bc
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
-prince==0.16.3 \
-    --hash=sha256:99b41bd2a3acfc8020edfc912da69b9459f974712771d53adb6923afdb880856
+prince==0.16.5 \
+    --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
     --hash=sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa
 prometheus-client==0.24.1 \
@@ -602,8 +614,8 @@ pyasn1-modules==0.4.1 \
     --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
-pycodestyle==2.12.0 \
-    --hash=sha256:949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4
+pycodestyle==2.12.1 \
+    --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
 pycparser==2.23 \
     --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
 pydantic==2.12.5 \
@@ -684,8 +696,8 @@ pyserial==3.5 \
     --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
 pysocks==1.7.1 \
     --hash=sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
-pyspnego==0.11.2 \
-    --hash=sha256:74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4
+pyspnego==0.12.0 \
+    --hash=sha256:84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007
 pytest==9.0.2 \
     --hash=sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b
 python-barcode==0.16.1 \
@@ -694,8 +706,8 @@ python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
 python-dotenv==1.1.0 \
     --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
-python-json-logger==3.3.0 \
-    --hash=sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7
+python-json-logger==4.0.0 \
+    --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
     --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
 python-lsp-jsonrpc==1.1.2 \
@@ -736,8 +748,6 @@ pyzmq==27.1.0 \
     --hash=sha256:9ce490cf1d2ca2ad84733aa1d69ce6855372cb5ce9223802450c9b2a7cba0ccf
 qdarkstyle==3.2.3 \
     --hash=sha256:ea980ee426d594909cf1058306832af71ff6cbad6f69237b036d1550635aefbc
-qdldl==0.1.7.post5 \
-    --hash=sha256:cc9be378e7bec67d4c62b7fa27cafb4f77d3e5e059d753c3dce0a5ae1ef5fea0
 qrcode==8.2 \
     --hash=sha256:16e64e0716c14960108e85d853062c9e8bba5ca8252c0b4d0231b9df4060ff4f
 qstylizer==0.2.4 \
@@ -776,8 +786,8 @@ rfc3986==2.0.0 \
     --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
 rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
-rich==14.1.0 \
-    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f
+rich==14.2.0 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
 roman-numerals-py==3.1.0 \
     --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
 rope==1.14.0 \
@@ -820,8 +830,8 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.0 \
-    --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
+skrub==0.7.1 \
+    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
 smmap==5.0.2 \
     --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
 sniffio==1.3.1 \
@@ -859,7 +869,7 @@ spyder==6.1.2 \
 spyder-kernels==3.1.2 \
     --hash=sha256:3c30018732b5dc9b87de4d223195469d7699a761e87a6ed5a1321cd2b70f8c1e
 sqlalchemy==2.0.44 \
-    --hash=sha256:19de7ca1246fbef9f9d1bff8f1ab25641569df226364a0e40457dc5457c54b05
+    --hash=sha256:c1c80faaee1a6c3428cecf40d16a2365bcf56c424c92c2b6f0f9ad204b899e9e
 sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sqlite-fts4==1.0.3 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt
index 4bcd7efd..87b69338 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb1.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0rc2 \
-    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+packaging==26.0rc3 \
+    --hash=sha256:7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt
index 4bcd7efd..87b69338 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb1.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0rc2 \
-    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+packaging==26.0rc3 \
+    --hash=sha256:7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt
index 81055723..2e9cdd4e 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb1.txt
@@ -1,9 +1,9 @@
-absl-py==2.3.0 \
-    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
-adbc-driver-manager==1.9.0 \
-    --hash=sha256:c5995b029cc99d80f2dc4bd34c41320fe8185da0fdc115d424f7699d1d7ffbac
-aiofiles==24.1.0 \
-    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
 aiohappyeyeballs==2.6.1 \
     --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
 aiohttp==3.13.3 \
@@ -18,8 +18,8 @@ alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
 altair==6.0.0 \
     --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
-annotated-doc==0.0.3 \
-    --hash=sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
 ansicolors==1.1.8 \
@@ -36,8 +36,8 @@ argon2-cffi==25.1.0 \
     --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
 argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
-array-api-compat==1.12.0 \
-    --hash=sha256:a0b4795b6944a9507fde54679f9350e2ad2b1e2acf4a2408a098cdc27f890a8b
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
 arrow==1.3.0 \
     --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
 asgi-csrf==0.11 \
@@ -46,14 +46,14 @@ asgiref==3.10.0 \
     --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
-asteval==1.0.5 \
-    --hash=sha256:082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
 astroid==4.0.2 \
     --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
 astropy==7.1.1 \
     --hash=sha256:d56b83a7e6757ba4936b4bc73284a2ac4bdf94d7b428f7b6ce8829e4a48c37e9
-astropy-iers-data==0.2025.9.29.0.35.48 \
-    --hash=sha256:c6988670a03a66fefe9266164194c8e5d74513efd13af47efe2829b7be4b5159
+astropy-iers-data==0.2026.1.12.0.42.13 \
+    --hash=sha256:1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba
 asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.0.5 \
@@ -82,14 +82,14 @@ beautifulsoup4==4.14.2 \
     --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
-black==25.11.0 \
-    --hash=sha256:aa211411e94fdf86519996b7f5f05e71ba34835d8f0c0f03c00a26271da02664
-bleach==6.2.0 \
-    --hash=sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e
+black==25.12.0 \
+    --hash=sha256:97596189949a8aad13ad12fcbb4ae89330039b96ad6742e6f6b45e75ad5cfd83
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
 blinker==1.9.0 \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
-bokeh==3.8.1 \
-    --hash=sha256:89a66cb8bfe85e91bce144e3ccf3c4a6f0f1347e7006282972568ea0ecacbb00
+bokeh==3.8.2 \
+    --hash=sha256:5e2c0d84f75acb25d60efb9e4d2f434a791c4639b47d685534194c4e07bd0111
 branca==0.8.1 \
     --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
 brotli==1.2.0 \
@@ -98,8 +98,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
-cattrs==1.2.0 \
-    --hash=sha256:6deb42a9166e00fe44f89cfa40ebe8d8164f31fa6001de90cced5ffac0622444
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
 certifi==2025.11.12 \
     --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
 cffi==2.0.0 \
@@ -140,16 +140,16 @@ cython==3.2.4 \
     --hash=sha256:983f9d2bb8a896e16fa68f2b37866ded35fa980195eefe62f764ddc5f9f5ef8e
 cytoolz==1.1.0 \
     --hash=sha256:472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec
-dask==2025.12.0 \
-    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
+dask==2026.1.1 \
+    --hash=sha256:146b0ef2918eb581e06139183a88801b4a8c52d7c37758a91f8c3b75c54b0e15
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
     --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
 datashader==0.18.2 \
     --hash=sha256:2aa90e867a46b1e75248f32a47c5b14bb5dc869524152f88c0af8369d47359e7
-debugpy==1.8.17 \
-    --hash=sha256:893cba7bb0f55161de4365584b025f7064e1f88913551bcd23be3260b231429c
+debugpy==1.8.19 \
+    --hash=sha256:8e19a725f5d486f20e53a1dde2ab8bb2c9607c40c00a42ab646def962b41125f
 decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
@@ -160,8 +160,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.12.0 \
-    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
+distributed==2026.1.1 \
+    --hash=sha256:506759b1ed88e45e12ba65e2a429de9911862db55d27dd8bb293c6268430374e
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==6.0.1 \
@@ -240,6 +240,8 @@ google-auth==2.47.0 \
     --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
 google-genai==1.58.0 \
     --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.6 \
@@ -296,8 +298,8 @@ id==1.5.0 \
     --hash=sha256:f1434e1cef91f2cbb8a4ec64663d5a23b9ed43ef44c4c957d02583d61714c658
 idna==3.11 \
     --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea
-imageio==2.37.0 \
-    --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
+imageio==2.37.2 \
+    --hash=sha256:ad9adfb20335d718c03de457358ed69f141021a333c40a53e57273d8a5bd0b9b
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
 imbalanced-learn==0.14.1 \
@@ -332,8 +334,8 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.0.1 \
-    --hash=sha256:2dc5d7f65c9678d94c88dfc29161a320eec67328bc97aad576874cb4be1e9615
+isort==6.1.0 \
+    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
@@ -350,8 +352,8 @@ jellyfish==1.2.1 \
     --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd
 jinja2==3.1.6 \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-jiter==0.11.1 \
-    --hash=sha256:a5dd268f6531a182c89d0dd9a3f8848e86e92dfff4201b77a18e6b98aa59798c
+jiter==0.12.0 \
+    --hash=sha256:e1fe01c082f6aafbe5c8faf0ff074f38dfb911d53f07ec333ca03f8f6226debf
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
 json5==0.12.1 \
@@ -394,14 +396,14 @@ jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
 jupyterlab-widgets==3.0.15 \
     --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
-keras==3.13.0 \
-    --hash=sha256:096793e2be6230816f3f7e030370e66c0f4a89707c59bf2d8fad3ca33869bd1c
-keyring==25.6.0 \
-    --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
+keras==3.13.1 \
+    --hash=sha256:6593be2e9d057921cd0413b4552c05fe1df73ea4bb03a4f3ec94532077b3e508
+keyring==25.7.0 \
+    --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
     --hash=sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7
-langchain==1.2.4 \
-    --hash=sha256:182ac9f3c4559c5a6477e00d60ff8a56212ec4db6f101a4957492818dc3ce3e9
+langchain==1.2.6 \
+    --hash=sha256:a9a6c39f03c09b6eb0f1b47e267ad2a2fd04e124dfaa9753bd6c11d2fe7d944e
 langchain-core==1.2.7 \
     --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.6 \
@@ -412,12 +414,12 @@ langgraph-prebuilt==1.0.6 \
     --hash=sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae
 langgraph-sdk==0.3.3 \
     --hash=sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b
-langsmith==0.6.3 \
-    --hash=sha256:44fdf8084165513e6bede9dda715e7b460b1b3f57ac69f2ca3f03afa911233ec
+langsmith==0.6.4 \
+    --hash=sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
-librt==0.6.2 \
-    --hash=sha256:faf0112a7a8fcabd168c69d1bcbabca8767738db3f336caaac5653d91c3d1c0b
+librt==0.7.8 \
+    --hash=sha256:3d1322800771bee4a91f3b4bd4e49abc7d35e65166821086e5afd1e6c0d9be44
 linkify-it-py==2.0.3 \
     --hash=sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79
 llvmlite==0.46.0 \
@@ -434,8 +436,8 @@ lxml==6.0.2 \
     --hash=sha256:fa25afbadead523f7001caf0c2382afd272c315a033a7b06336da2637d92d6ed
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.9 \
-    --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
+markdown==3.10 \
+    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
@@ -450,8 +452,8 @@ maturin==1.11.5 \
     --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
-mcp==1.21.0 \
-    --hash=sha256:598619e53eb0b7a6513db38c426b28a4bdf57496fed04332100d2c56acade98b
+mcp==1.25.0 \
+    --hash=sha256:b37c38144a666add0862614cc79ec276e97d72aa8ca26d622818d4e278b9721a
 mdit-py-plugins==0.5.0 \
     --hash=sha256:07a08422fc1936a5d26d146759e9155ea466e842f5ab2f7d2266dd084c8dab1f
 mdurl==0.1.2 \
@@ -462,24 +464,24 @@ mergedeep==1.3.4 \
     --hash=sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
 missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
-mistralai==1.9.11 \
-    --hash=sha256:7a3dc2b8ef3fceaa3582220234261b5c4e3e03a972563b07afa150e44a25a6d3
+mistralai==1.10.1 \
+    --hash=sha256:f9526ec1a42b950f1cec019626b9c1a0f5fb7fbac904a844b1d038286c8ee5f0
 mistune==3.1.4 \
     --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
-ml-dtypes==0.5.3 \
-    --hash=sha256:cd7c0bb22d4ff86d65ad61b5dd246812e8993fbc95b558553624c33e8b6903ea
+ml-dtypes==0.5.4 \
+    --hash=sha256:8c6a2dcebd6f3903e05d51960a8058d6e131fe69f952a5397e5dbabc841b6d56
 mlxtend==0.23.4 \
     --hash=sha256:8675456e2b71841116e5317f6d7aa568848ea2546865eb5eca7192e9b7f395f4
-more-itertools==10.7.0 \
-    --hash=sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e
+more-itertools==10.8.0 \
+    --hash=sha256:52d4362373dcf7c52546bc4af9a86ee7c4579df9a8dc268be0a2f949d376cc9b
 mpld3==0.5.12 \
     --hash=sha256:bea31799a4041029a906f53f2662bbf1c49903e0c0bc712b412354158ec7cf54
 mpmath==1.3.0 \
     --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
-msal==1.32.3 \
-    --hash=sha256:b2798db57760b1961b142f027ffb7c8169536bf77316e99a0df5c4aaebb11569
+msal==1.34.0 \
+    --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
 msal-extensions==1.3.1 \
     --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca
 msgpack==1.1.2 \
@@ -488,8 +490,8 @@ multidict==6.7.0 \
     --hash=sha256:2f67396ec0310764b9222a1728ced1ab638f61aadc6226f17a71dd9324f9a99c
 multipledispatch==1.0.0 \
     --hash=sha256:0c53cd8b077546da4e48869f49b13164bebafd0c2a5afceb6bb6a316e7fb46e4
-mypy==1.19.0 \
-    --hash=sha256:3ad925b14a0bb99821ff6f734553294aa6a3440a8cb082fe1f5b84dfb662afb1
+mypy==1.19.1 \
+    --hash=sha256:8bb5c6f6d043655e055be9b542aa5f3bdd30e4f3589163e85f93f3640060509f
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 mysql-connector-python==9.5.0 \
@@ -520,18 +522,28 @@ numba==0.63.1 \
     --hash=sha256:8d6d5ce85f572ed4e1a135dbb8c0114538f9dd0e3657eeb0bb64ab204cbe2a8f
 numpy==2.3.5 \
     --hash=sha256:e6a0bc88393d65807d751a614207b7129a310ca4fe76a74e5c7da5fa5671417e
-numpydoc==1.8.0 \
-    --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
+numpydoc==1.9.0 \
+    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
 openai==2.15.0 \
     --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
-opentelemetry-api==1.34.1 \
-    --hash=sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c
+opentelemetry-api==1.38.0 \
+    --hash=sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582
+opentelemetry-exporter-otlp-proto-common==1.38.0 \
+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a
+opentelemetry-exporter-otlp-proto-http==1.38.0 \
+    --hash=sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b
+opentelemetry-proto==1.38.0 \
+    --hash=sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18
+opentelemetry-sdk==1.38.0 \
+    --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
+opentelemetry-semantic-conventions==0.59b0 \
+    --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
 optree==0.17.0 \
     --hash=sha256:aa963de4146fa1b5cdffb479d324262f245c957df0bb9a9b37f6fd559d027acc
-optuna==4.2.1 \
-    --hash=sha256:6d38199013441d3f70fac27136e05c0188c5f4ec3848db708ac311cbdeb30dbf
+optuna==4.6.0 \
+    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
 orjson==3.11.4 \
     --hash=sha256:0a54d6635fa3aaa438ae32e8570b9f0de36f3f6562c308d2a2a452e8b0592db1
 ormsgpack==1.12.0 \
@@ -576,8 +588,8 @@ plotly==6.5.1 \
     --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
-pluggy==1.5.0 \
-    --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
+pluggy==1.6.0 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
 polars==1.37.1 \
@@ -586,8 +598,8 @@ polars-runtime-32==1.37.1 \
     --hash=sha256:da3d3642ae944e18dd17109d2a3036cb94ce50e5495c5023c77b1599d4c861bc
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
-prince==0.16.3 \
-    --hash=sha256:99b41bd2a3acfc8020edfc912da69b9459f974712771d53adb6923afdb880856
+prince==0.16.5 \
+    --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
     --hash=sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa
 prometheus-client==0.24.1 \
@@ -616,8 +628,8 @@ pyasn1-modules==0.4.1 \
     --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
-pycodestyle==2.12.0 \
-    --hash=sha256:949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4
+pycodestyle==2.12.1 \
+    --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
 pycparser==2.23 \
     --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
 pyct==0.5.0 \
@@ -702,8 +714,8 @@ pyserial==3.5 \
     --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
 pysocks==1.7.1 \
     --hash=sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
-pyspnego==0.11.2 \
-    --hash=sha256:74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4
+pyspnego==0.12.0 \
+    --hash=sha256:84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007
 pytest==9.0.2 \
     --hash=sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b
 python-barcode==0.16.1 \
@@ -712,8 +724,8 @@ python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
 python-dotenv==1.1.0 \
     --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
-python-json-logger==3.3.0 \
-    --hash=sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7
+python-json-logger==4.0.0 \
+    --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
     --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
 python-lsp-jsonrpc==1.1.2 \
@@ -794,8 +806,8 @@ rfc3986==2.0.0 \
     --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
 rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
-rich==14.1.0 \
-    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f
+rich==14.2.0 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
 roman-numerals-py==3.1.0 \
     --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
 rope==1.14.0 \
@@ -838,8 +850,8 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.0 \
-    --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
+skrub==0.7.1 \
+    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
 smmap==5.0.2 \
     --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
 sniffio==1.3.1 \
@@ -900,8 +912,8 @@ statsmodels==0.14.6 \
     --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
 streamlit==1.53.0 \
     --hash=sha256:e8b65210bd1a785d121340b794a47c7c912d8da401af9e4403e16c84e3bc4410
-streamlit-bokeh==3.8.1 \
-    --hash=sha256:1bb651cedccd6b9bba669e5bb4fa8412223fd0644a6203e7755d85ea24497afc
+streamlit-bokeh==3.8.2 \
+    --hash=sha256:7e283191a2d36ac2fe7b1205daccf825674d706cdeea5093ff98e43f84c8b68f
 superqt==0.7.6 \
     --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
 sv-ttk==2.6.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt
index c2c6d220..fb62f792 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb1.txt
@@ -1,11 +1,11 @@
-absl-py==2.3.0 \
-    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
-aiofiles==24.1.0 \
-    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
 aiohappyeyeballs==2.6.1 \
     --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
-aiohttp==3.13.1 \
-    --hash=sha256:f1d6aa90546a4e8f20c3500cb68ab14679cd91f927fa52970035fd3207dfb3da
+aiohttp==3.13.3 \
+    --hash=sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344
 aiosignal==1.4.0 \
     --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
 aiosqlite==0.22.1 \
@@ -14,8 +14,8 @@ alabaster==1.0.0 \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
 altair==6.0.0 \
     --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
-annotated-doc==0.0.3 \
-    --hash=sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
 ansicolors==1.1.8 \
@@ -32,8 +32,8 @@ argon2-cffi==25.1.0 \
     --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
 argon2-cffi-bindings==25.1.0 \
     --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
-array-api-compat==1.12.0 \
-    --hash=sha256:a0b4795b6944a9507fde54679f9350e2ad2b1e2acf4a2408a098cdc27f890a8b
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
 arrow==1.3.0 \
     --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
 asgi-csrf==0.11 \
@@ -42,8 +42,8 @@ asgiref==3.10.0 \
     --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
-asteval==1.0.5 \
-    --hash=sha256:082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
 astroid==4.0.2 \
     --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
 asttokens==3.0.1 \
@@ -74,20 +74,20 @@ beautifulsoup4==4.14.2 \
     --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
-black==25.11.0 \
-    --hash=sha256:e3f562da087791e96cefcd9dda058380a442ab322a02e222add53736451f604b
-bleach==6.2.0 \
-    --hash=sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e
+black==25.12.0 \
+    --hash=sha256:48ceb36c16dbc84062740049eef990bb2ce07598272e673c17d1a7720c71c828
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
 blinker==1.9.0 \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
-bokeh==3.8.1 \
-    --hash=sha256:89a66cb8bfe85e91bce144e3ccf3c4a6f0f1347e7006282972568ea0ecacbb00
+bokeh==3.8.2 \
+    --hash=sha256:5e2c0d84f75acb25d60efb9e4d2f434a791c4639b47d685534194c4e07bd0111
 branca==0.8.1 \
     --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
 build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
-cattrs==1.2.0 \
-    --hash=sha256:6deb42a9166e00fe44f89cfa40ebe8d8164f31fa6001de90cced5ffac0622444
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
 certifi==2025.11.12 \
     --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
 cffi==2.0.0 \
@@ -124,14 +124,14 @@ cython==3.2.4 \
     --hash=sha256:732fc93bc33ae4b14f6afaca663b916c2fdd5dcbfad7114e17fb2434eeaea45c
 cytoolz==1.1.0 \
     --hash=sha256:56e5afb69eb6e1b3ffc34716ee5f92ffbdb5cb003b3a5ca4d4b0fe700e217162
-dask==2025.12.0 \
-    --hash=sha256:4213ce9c5d51d6d89337cff69de35d902aa0bf6abdb8a25c942a4d0281f3a598
+dask==2026.1.1 \
+    --hash=sha256:146b0ef2918eb581e06139183a88801b4a8c52d7c37758a91f8c3b75c54b0e15
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
     --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
-debugpy==1.8.17 \
-    --hash=sha256:60c7dca6571efe660ccb7a9508d73ca14b8796c4ed484c2002abba714226cfef
+debugpy==1.8.19 \
+    --hash=sha256:360ffd231a780abbc414ba0f005dad409e71c78637efe8f2bd75837132a41d38
 decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
@@ -142,8 +142,8 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
-distributed==2025.12.0 \
-    --hash=sha256:35d18449002ea191e97f7e04a33e16f90c2243486be52d4d0f991072ea06b48a
+distributed==2026.1.1 \
+    --hash=sha256:506759b1ed88e45e12ba65e2a429de9911862db55d27dd8bb293c6268430374e
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==6.0.1 \
@@ -218,6 +218,8 @@ google-auth==2.47.0 \
     --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
 google-genai==1.58.0 \
     --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.6 \
@@ -268,8 +270,8 @@ id==1.5.0 \
     --hash=sha256:f1434e1cef91f2cbb8a4ec64663d5a23b9ed43ef44c4c957d02583d61714c658
 idna==3.11 \
     --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea
-imageio==2.37.0 \
-    --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
+imageio==2.37.2 \
+    --hash=sha256:ad9adfb20335d718c03de457358ed69f141021a333c40a53e57273d8a5bd0b9b
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
 imbalanced-learn==0.14.1 \
@@ -302,8 +304,8 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.0.1 \
-    --hash=sha256:2dc5d7f65c9678d94c88dfc29161a320eec67328bc97aad576874cb4be1e9615
+isort==6.1.0 \
+    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
@@ -318,8 +320,8 @@ jedi==0.19.2 \
     --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
 jinja2==3.1.6 \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-jiter==0.11.1 \
-    --hash=sha256:f4db07d127b54c4a2d43b4cf05ff0193e4f73e0dd90c74037e16df0b29f666e1
+jiter==0.12.0 \
+    --hash=sha256:2fa940963bf02e1d8226027ef461e36af472dea85d36054ff835aeed944dd873
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
 json5==0.12.1 \
@@ -362,14 +364,14 @@ jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
 jupyterlab-widgets==3.0.15 \
     --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
-keyring==25.6.0 \
-    --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
+keyring==25.7.0 \
+    --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
     --hash=sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
-librt==0.6.2 \
-    --hash=sha256:dd08422c485df288c5c899d2adbbba15e317fc30f627119c99c2111da1920fb5
+librt==0.7.8 \
+    --hash=sha256:445b7304145e24c60288a2f172b5ce2ca35c0f81605f5299f3fa567e189d2e32
 linkify-it-py==2.0.3 \
     --hash=sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79
 lmfit==1.3.3 \
@@ -384,8 +386,8 @@ lxml==6.0.2 \
     --hash=sha256:252a22982dca42f6155125ac76d3432e548a7625d56f5a273ee78a5057216eca
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.9 \
-    --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
+markdown==3.10 \
+    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
@@ -410,8 +412,8 @@ mergedeep==1.3.4 \
     --hash=sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
 missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
-mistralai==1.9.11 \
-    --hash=sha256:7a3dc2b8ef3fceaa3582220234261b5c4e3e03a972563b07afa150e44a25a6d3
+mistralai==1.10.1 \
+    --hash=sha256:f9526ec1a42b950f1cec019626b9c1a0f5fb7fbac904a844b1d038286c8ee5f0
 mistune==3.1.4 \
     --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
 mizani==0.14.3 \
@@ -420,14 +422,14 @@ ml-dtypes==0.5.4 \
     --hash=sha256:4381fe2f2452a2d7589689693d3162e876b3ddb0a832cde7a414f8e1adf7eab1
 mlxtend==0.23.4 \
     --hash=sha256:8675456e2b71841116e5317f6d7aa568848ea2546865eb5eca7192e9b7f395f4
-more-itertools==10.7.0 \
-    --hash=sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e
+more-itertools==10.8.0 \
+    --hash=sha256:52d4362373dcf7c52546bc4af9a86ee7c4579df9a8dc268be0a2f949d376cc9b
 mpld3==0.5.12 \
     --hash=sha256:bea31799a4041029a906f53f2662bbf1c49903e0c0bc712b412354158ec7cf54
 mpmath==1.3.0 \
     --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
-msal==1.32.3 \
-    --hash=sha256:b2798db57760b1961b142f027ffb7c8169536bf77316e99a0df5c4aaebb11569
+msal==1.34.0 \
+    --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
 msal-extensions==1.3.1 \
     --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca
 msgpack==1.1.2 \
@@ -436,8 +438,8 @@ multidict==6.7.0 \
     --hash=sha256:09929cab6fcb68122776d575e03c6cc64ee0b8fca48d17e135474b042ce515cd
 multipledispatch==1.0.0 \
     --hash=sha256:0c53cd8b077546da4e48869f49b13164bebafd0c2a5afceb6bb6a316e7fb46e4
-mypy==1.19.0 \
-    --hash=sha256:0c01c99d626380752e527d5ce8e69ffbba2046eb8a060db0329690849cf9b6f9
+mypy==1.19.1 \
+    --hash=sha256:f1235f5ea01b7db5468d53ece6aaddf1ad0b88d9e7462b86ef96fe04995d7247
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 mysql-connector-python==9.5.0 \
@@ -466,18 +468,28 @@ notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numpy==2.4.1 \
     --hash=sha256:8f085da926c0d491ffff3096f91078cc97ea67e7e6b65e490bc8dcda65663be2
-numpydoc==1.8.0 \
-    --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
+numpydoc==1.9.0 \
+    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
 openai==2.15.0 \
     --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
-opentelemetry-api==1.34.1 \
-    --hash=sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c
+opentelemetry-api==1.38.0 \
+    --hash=sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582
+opentelemetry-exporter-otlp-proto-common==1.38.0 \
+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a
+opentelemetry-exporter-otlp-proto-http==1.38.0 \
+    --hash=sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b
+opentelemetry-proto==1.38.0 \
+    --hash=sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18
+opentelemetry-sdk==1.38.0 \
+    --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
+opentelemetry-semantic-conventions==0.59b0 \
+    --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
-packaging==26.0rc2 \
-    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+packaging==26.0rc3 \
+    --hash=sha256:7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d
 pandas==3.0.0rc2 \
     --hash=sha256:20b8b50a5974b8a3c86eb806ae772aa9f7b4811715f768737533f544eddd3081
 pandocfilters==1.5.1 \
@@ -512,14 +524,14 @@ platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
 plotly==6.5.1 \
     --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
-pluggy==1.5.0 \
-    --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
+pluggy==1.6.0 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
-prince==0.16.3 \
-    --hash=sha256:99b41bd2a3acfc8020edfc912da69b9459f974712771d53adb6923afdb880856
+prince==0.16.5 \
+    --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
     --hash=sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa
 prometheus-client==0.24.1 \
@@ -528,6 +540,8 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1
+protobuf==6.33.4 \
+    --hash=sha256:1fe3730068fcf2e595816a6c34fe66eeedd37d51d0400b72fabc848811fdc1bc
 psutil==7.2.1 \
     --hash=sha256:2ceae842a78d1603753561132d5ad1b2f8a7979cb0c283f5b52fb4e6e14b1a79
 psygnal==0.15.0 \
@@ -544,8 +558,8 @@ pyasn1-modules==0.4.1 \
     --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
-pycodestyle==2.12.0 \
-    --hash=sha256:949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4
+pycodestyle==2.12.1 \
+    --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
 pycparser==2.23 \
     --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
 pyct==0.5.0 \
@@ -608,16 +622,16 @@ pyserial==3.5 \
     --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
 pysocks==1.7.1 \
     --hash=sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
-pyspnego==0.11.2 \
-    --hash=sha256:74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4
+pyspnego==0.12.0 \
+    --hash=sha256:84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007
 pytest==9.0.2 \
     --hash=sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b
 python-barcode==0.16.1 \
     --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
 python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
-python-json-logger==3.3.0 \
-    --hash=sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7
+python-json-logger==4.0.0 \
+    --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
     --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
 python-lsp-jsonrpc==1.1.2 \
@@ -682,8 +696,8 @@ rfc3986==2.0.0 \
     --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
 rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
-rich==14.1.0 \
-    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f
+rich==14.2.0 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
 roman-numerals-py==3.1.0 \
     --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
 rope==1.14.0 \
@@ -726,8 +740,8 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.0 \
-    --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
+skrub==0.7.1 \
+    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
 smmap==5.0.2 \
     --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
 sniffio==1.3.1 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt
index 4bcd7efd..87b69338 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0rc2 \
-    --hash=sha256:885e01b9dbe4913e5080fa516b8550d43ef38549088c63e6e8bb51cd25adea4a
+packaging==26.0rc3 \
+    --hash=sha256:7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==80.9.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt
index fc3b09db..2e374e34 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb1_wheels.txt
@@ -1,9 +1,9 @@
-absl-py==2.3.0 \
-    --hash=sha256:9824a48b654a306168f63e0d97714665f8490b8d89ec7bf2efc24bf67cf579b3
-adbc-driver-manager==1.9.0 \
-    --hash=sha256:c5995b029cc99d80f2dc4bd34c41320fe8185da0fdc115d424f7699d1d7ffbac
-aiofiles==24.1.0 \
-    --hash=sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
 aiohappyeyeballs==2.6.1 \
     --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
 aiohttp==3.13.3 \
@@ -18,8 +18,8 @@ alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
 altair==6.0.0 \
     --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
-annotated-doc==0.0.3 \
-    --hash=sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
 ansicolors==1.1.8 \
@@ -36,8 +36,8 @@ argon2-cffi==25.1.0 \
     --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
 argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
-array-api-compat==1.12.0 \
-    --hash=sha256:a0b4795b6944a9507fde54679f9350e2ad2b1e2acf4a2408a098cdc27f890a8b
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
 arrow==1.3.0 \
     --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
 asgi-csrf==0.11 \
@@ -46,8 +46,8 @@ asgiref==3.10.0 \
     --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
-asteval==1.0.5 \
-    --hash=sha256:082b95312578affc8a6d982f7d92b7ac5de05634985c87e7eedd3188d31149fa
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
 astroid==4.0.2 \
     --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
 asttokens==3.0.1 \
@@ -78,10 +78,10 @@ beautifulsoup4==4.14.2 \
     --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
-black==25.11.0 \
-    --hash=sha256:aa211411e94fdf86519996b7f5f05e71ba34835d8f0c0f03c00a26271da02664
-bleach==6.2.0 \
-    --hash=sha256:117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e
+black==25.12.0 \
+    --hash=sha256:97596189949a8aad13ad12fcbb4ae89330039b96ad6742e6f6b45e75ad5cfd83
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
 blinker==1.9.0 \
     --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
 bokeh==3.9.0.dev7 \
@@ -92,8 +92,8 @@ brotli==1.2.0 \
     --hash=sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3
 build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
-cattrs==1.2.0 \
-    --hash=sha256:6deb42a9166e00fe44f89cfa40ebe8d8164f31fa6001de90cced5ffac0622444
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
 certifi==2025.11.12 \
     --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
 cffi==2.0.0 \
@@ -134,8 +134,8 @@ datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
     --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
-debugpy==1.8.17 \
-    --hash=sha256:60c7dca6571efe660ccb7a9508d73ca14b8796c4ed484c2002abba714226cfef
+debugpy==1.8.19 \
+    --hash=sha256:8e19a725f5d486f20e53a1dde2ab8bb2c9607c40c00a42ab646def962b41125f
 decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
@@ -216,6 +216,8 @@ google-auth==2.47.0 \
     --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
 google-genai==1.58.0 \
     --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+googleapis-common-protos==1.72.0 \
+    --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.6 \
@@ -266,8 +268,8 @@ id==1.5.0 \
     --hash=sha256:f1434e1cef91f2cbb8a4ec64663d5a23b9ed43ef44c4c957d02583d61714c658
 idna==3.11 \
     --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea
-imageio==2.37.0 \
-    --hash=sha256:11efa15b87bc7871b61590326b2d635439acc321cf7f8ce996f812543ce10eed
+imageio==2.37.2 \
+    --hash=sha256:ad9adfb20335d718c03de457358ed69f141021a333c40a53e57273d8a5bd0b9b
 imagesize==1.4.1 \
     --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b
 imbalanced-learn==0.14.1 \
@@ -302,8 +304,8 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.0.1 \
-    --hash=sha256:2dc5d7f65c9678d94c88dfc29161a320eec67328bc97aad576874cb4be1e9615
+isort==6.1.0 \
+    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
@@ -320,8 +322,8 @@ jellyfish==1.2.1 \
     --hash=sha256:9a73b5c6425a70ebd440579a677eb4f03b327b2f59090db34e6c937aeea5aabd
 jinja2==3.1.6 \
     --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-jiter==0.11.1 \
-    --hash=sha256:a5dd268f6531a182c89d0dd9a3f8848e86e92dfff4201b77a18e6b98aa59798c
+jiter==0.12.0 \
+    --hash=sha256:e1fe01c082f6aafbe5c8faf0ff074f38dfb911d53f07ec333ca03f8f6226debf
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
 json5==0.12.1 \
@@ -364,14 +366,14 @@ jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
 jupyterlab-widgets==3.0.15 \
     --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
-keras==3.13.0 \
-    --hash=sha256:096793e2be6230816f3f7e030370e66c0f4a89707c59bf2d8fad3ca33869bd1c
-keyring==25.6.0 \
-    --hash=sha256:552a3f7af126ece7ed5c89753650eec89c7eaae8617d0aa4d9ad2b75111266bd
+keras==3.13.1 \
+    --hash=sha256:6593be2e9d057921cd0413b4552c05fe1df73ea4bb03a4f3ec94532077b3e508
+keyring==25.7.0 \
+    --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
     --hash=sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7
-langchain==1.2.4 \
-    --hash=sha256:182ac9f3c4559c5a6477e00d60ff8a56212ec4db6f101a4957492818dc3ce3e9
+langchain==1.2.6 \
+    --hash=sha256:a9a6c39f03c09b6eb0f1b47e267ad2a2fd04e124dfaa9753bd6c11d2fe7d944e
 langchain-core==1.2.7 \
     --hash=sha256:452f4fef7a3d883357b22600788d37e3d8854ef29da345b7ac7099f33c31828b
 langgraph==1.0.6 \
@@ -382,10 +384,10 @@ langgraph-prebuilt==1.0.6 \
     --hash=sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae
 langgraph-sdk==0.3.3 \
     --hash=sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b
-langsmith==0.6.3 \
-    --hash=sha256:44fdf8084165513e6bede9dda715e7b460b1b3f57ac69f2ca3f03afa911233ec
-librt==0.6.2 \
-    --hash=sha256:faf0112a7a8fcabd168c69d1bcbabca8767738db3f336caaac5653d91c3d1c0b
+langsmith==0.6.4 \
+    --hash=sha256:ac4835860160be371042c7adbba3cb267bcf8d96a5ea976c33a8a4acad6c5486
+librt==0.7.8 \
+    --hash=sha256:3d1322800771bee4a91f3b4bd4e49abc7d35e65166821086e5afd1e6c0d9be44
 llvmlite==0.46.0 \
     --hash=sha256:7821eda3ec1f18050f981819756631d60b6d7ab1a6cf806d9efefbe3f4082d61
 lmfit==1.3.3 \
@@ -400,8 +402,8 @@ lxml==6.0.2 \
     --hash=sha256:fa25afbadead523f7001caf0c2382afd272c315a033a7b06336da2637d92d6ed
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.9 \
-    --hash=sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280
+markdown==3.10 \
+    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markupsafe==3.0.3 \
@@ -414,8 +416,8 @@ maturin==1.11.5 \
     --hash=sha256:70d3e5beffb9ef9dfae5f3c1a7eeb572091505eb8cb076e9434518df1c42a73b
 mccabe==0.7.0 \
     --hash=sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e
-mcp==1.21.0 \
-    --hash=sha256:598619e53eb0b7a6513db38c426b28a4bdf57496fed04332100d2c56acade98b
+mcp==1.25.0 \
+    --hash=sha256:b37c38144a666add0862614cc79ec276e97d72aa8ca26d622818d4e278b9721a
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8
 mercantile==1.2.1 \
@@ -424,30 +426,30 @@ mergedeep==1.3.4 \
     --hash=sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
 missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
-mistralai==1.9.11 \
-    --hash=sha256:7a3dc2b8ef3fceaa3582220234261b5c4e3e03a972563b07afa150e44a25a6d3
+mistralai==1.10.1 \
+    --hash=sha256:f9526ec1a42b950f1cec019626b9c1a0f5fb7fbac904a844b1d038286c8ee5f0
 mistune==3.1.4 \
     --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
-ml-dtypes==0.5.3 \
-    --hash=sha256:cd7c0bb22d4ff86d65ad61b5dd246812e8993fbc95b558553624c33e8b6903ea
+ml-dtypes==0.5.4 \
+    --hash=sha256:8c6a2dcebd6f3903e05d51960a8058d6e131fe69f952a5397e5dbabc841b6d56
 mlxtend==0.23.4 \
     --hash=sha256:8675456e2b71841116e5317f6d7aa568848ea2546865eb5eca7192e9b7f395f4
-more-itertools==10.7.0 \
-    --hash=sha256:d43980384673cb07d2f7d2d918c616b30c659c089ee23953f601d6609c67510e
+more-itertools==10.8.0 \
+    --hash=sha256:52d4362373dcf7c52546bc4af9a86ee7c4579df9a8dc268be0a2f949d376cc9b
 mpld3==0.5.12 \
     --hash=sha256:bea31799a4041029a906f53f2662bbf1c49903e0c0bc712b412354158ec7cf54
 mpmath==1.3.0 \
     --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
-msal==1.32.3 \
-    --hash=sha256:b2798db57760b1961b142f027ffb7c8169536bf77316e99a0df5c4aaebb11569
+msal==1.34.0 \
+    --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
 msal-extensions==1.3.1 \
     --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca
 multidict==6.7.0 \
     --hash=sha256:2f67396ec0310764b9222a1728ced1ab638f61aadc6226f17a71dd9324f9a99c
-mypy==1.19.0 \
-    --hash=sha256:3ad925b14a0bb99821ff6f734553294aa6a3440a8cb082fe1f5b84dfb662afb1
+mypy==1.19.1 \
+    --hash=sha256:8bb5c6f6d043655e055be9b542aa5f3bdd30e4f3589163e85f93f3640060509f
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
@@ -476,18 +478,28 @@ numba==0.63.1 \
     --hash=sha256:8d6d5ce85f572ed4e1a135dbb8c0114538f9dd0e3657eeb0bb64ab204cbe2a8f
 numpy==2.3.5 \
     --hash=sha256:e6a0bc88393d65807d751a614207b7129a310ca4fe76a74e5c7da5fa5671417e
-numpydoc==1.8.0 \
-    --hash=sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541
+numpydoc==1.9.0 \
+    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
 openai==2.15.0 \
     --hash=sha256:6ae23b932cd7230f7244e52954daa6602716d6b9bf235401a107af731baea6c3
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
-opentelemetry-api==1.34.1 \
-    --hash=sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c
+opentelemetry-api==1.38.0 \
+    --hash=sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582
+opentelemetry-exporter-otlp-proto-common==1.38.0 \
+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a
+opentelemetry-exporter-otlp-proto-http==1.38.0 \
+    --hash=sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b
+opentelemetry-proto==1.38.0 \
+    --hash=sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18
+opentelemetry-sdk==1.38.0 \
+    --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
+opentelemetry-semantic-conventions==0.59b0 \
+    --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
 optree==0.17.0 \
     --hash=sha256:aa963de4146fa1b5cdffb479d324262f245c957df0bb9a9b37f6fd559d027acc
-optuna==4.2.1 \
-    --hash=sha256:6d38199013441d3f70fac27136e05c0188c5f4ec3848db708ac311cbdeb30dbf
+optuna==4.6.0 \
+    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
 orjson==3.11.4 \
     --hash=sha256:0a54d6635fa3aaa438ae32e8570b9f0de36f3f6562c308d2a2a452e8b0592db1
 ormsgpack==1.12.0 \
@@ -530,8 +542,8 @@ plotly==6.5.1 \
     --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.2 \
     --hash=sha256:7dc508bc51625b9b9f945e274d8ee4463cf30b280749190a5b707e6828003fa6
-pluggy==1.5.0 \
-    --hash=sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669
+pluggy==1.6.0 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
 polars==1.37.1 \
@@ -540,8 +552,8 @@ polars-runtime-32==1.37.1 \
     --hash=sha256:da3d3642ae944e18dd17109d2a3036cb94ce50e5495c5023c77b1599d4c861bc
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
-prince==0.16.3 \
-    --hash=sha256:99b41bd2a3acfc8020edfc912da69b9459f974712771d53adb6923afdb880856
+prince==0.16.5 \
+    --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
     --hash=sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa
 prometheus-client==0.24.1 \
@@ -550,6 +562,8 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153
+protobuf==6.33.4 \
+    --hash=sha256:8f11ffae31ec67fc2554c2ef891dcb561dae9a2a3ed941f9e134c2db06657dbc
 psutil==7.2.1 \
     --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
@@ -566,8 +580,8 @@ pyasn1-modules==0.4.1 \
     --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
-pycodestyle==2.12.0 \
-    --hash=sha256:949a39f6b86c3e1515ba1787c2022131d165a8ad271b11370a8819aa070269e4
+pycodestyle==2.12.1 \
+    --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
 pycparser==2.23 \
     --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
 pydantic==2.12.5 \
@@ -644,8 +658,8 @@ pyserial==3.5 \
     --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
 pysocks==1.7.1 \
     --hash=sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
-pyspnego==0.11.2 \
-    --hash=sha256:74abc1fb51e59360eb5c5c9086e5962174f1072c7a50cf6da0bda9a4bcfdfbd4
+pyspnego==0.12.0 \
+    --hash=sha256:84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007
 pytest==9.0.2 \
     --hash=sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b
 python-barcode==0.16.1 \
@@ -654,8 +668,8 @@ python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
 python-dotenv==1.1.0 \
     --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
-python-json-logger==3.3.0 \
-    --hash=sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7
+python-json-logger==4.0.0 \
+    --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
     --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
 python-lsp-jsonrpc==1.1.2 \
@@ -732,8 +746,8 @@ rfc3986==2.0.0 \
     --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
 rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
-rich==14.1.0 \
-    --hash=sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f
+rich==14.2.0 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
 roman-numerals-py==3.1.0 \
     --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
 rope==1.14.0 \
@@ -774,8 +788,8 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.0 \
-    --hash=sha256:0a0cdb0f533c702bfefb23550220df70f9bc2626f11eaecf33181c1b9e64c11c
+skrub==0.7.1 \
+    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
 sniffio==1.3.1 \
     --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
 snowballstemmer==3.0.1 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb1.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb1.txt
new file mode 100644
index 00000000..87b69338
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0rc3 \
+    --hash=sha256:7b933851b1b13c75261dd365feb7ca91db8446fa35418b648ff8b79cabcd762d
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From ab86e9cc9d1daab0dceda60895d1c62f005990c9 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 7 Feb 2026 14:17:22 +0100
Subject: [PATCH 038/157] preparing 2026-01 b2

---
 .../github_workflows_build-2026_01.yml        |   14 +-
 constraints.txt                               | 1094 ++-
 .../pylock.64-3_13_11_1dotb2.toml             |  101 +
 .../pylock.64-3_13_11_1slimb2.toml            | 5898 +++++++++++++++++
 .../pylock.64-3_13_11_1whlb2.toml             |  101 +
 .../pylock.64-3_14_2_1dotb2.toml              |  101 +
 .../pylock.64-3_14_2_1freeb2.toml             |  101 +
 .../pylock.64-3_14_2_1slimb2.toml             | 5865 ++++++++++++++++
 .../pylock.64-3_14_2_1slimfb2.toml            | 5227 +++++++++++++++
 .../pylock.64-3_14_2_1whlb2.toml              |  101 +
 .../pylock.64-3_14_2_1whlb2_wheels.toml       | 5392 +++++++++++++++
 .../pylock.64-3_15_0_1dotb2.toml              |  101 +
 .../requir.64-3_13_11_1dotb2.txt              |   18 +
 .../requir.64-3_13_11_1slimb2.txt             | 1072 +++
 .../requir.64-3_13_11_1whlb2.txt              |   18 +
 .../cycle_2026_01/requir.64-3_14_2_1dotb2.txt |   18 +
 .../requir.64-3_14_2_1freeb2.txt              |   18 +
 .../requir.64-3_14_2_1slimb2.txt              | 1066 +++
 .../requir.64-3_14_2_1slimfb2.txt             |  950 +++
 .../cycle_2026_01/requir.64-3_14_2_1whlb2.txt |   18 +
 .../requir.64-3_14_2_1whlb2_wheels.txt        |  980 +++
 .../cycle_2026_01/requir.64-3_15_0_1dotb2.txt |   18 +
 22 files changed, 27674 insertions(+), 598 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1freeb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb2.txt

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index b1ecd96d..5a5e5d00 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -18,7 +18,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_01"
-  my_release_level: "b1"
+  my_release_level: "b2"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -68,18 +68,18 @@ jobs:
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.11.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.13.11+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=d8a2b5e05ef71fc71f048a6f409d69b940bc5d33da8b112611cfba68fc5b86c3'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260203/cpython-3.13.12+20260203-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=95065b15468cc977a9000256b99e7408a6a9cb35ad2711873ba7b621ee37df19'
             }
             '3.14' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=512744d8a86dc6042a712035ada5d87c5e2ce4218f5dbdc74d039cee46e76fb4'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260203/cpython-3.14.3+20260203-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=9562f9deed01e2b72f271606d442e071c5449cd1d50d77ae4384af7df6b6bb8c'
             }
             '3.14F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20251205/cpython-3.14.2+20251205-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=536cf813857ea566fcfae18a1b7dbcd185385f1dc1f04d5a0951bad235c8fc61'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260203/cpython-3.14.3+20260203-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=0ee73a3456089abb378f778cee52103451f870e3de3f5326d89089d130b8916f'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
diff --git a/constraints.txt b/constraints.txt
index 843a382a..f87ab5d7 100644
--- a/constraints.txt
+++ b/constraints.txt
@@ -1,618 +1,530 @@
-#thisisaconstraints.txtfile
+#this is a constraints.txtfile
+#2026-11-15 respin
+# 2023-05-20 replacing 2023-06-19 to 2023-05-29
 #touselikethis:
 #python -m pip freeze>C:\WinP\bd39\constraints_new.txt.txt on previous ok install
-# replace == per >=
+# replace >= per >=
 #pip install--pre--no-index--trusted-host=None-cC:\WinP\constraints.txt--find-links=C:\WinP\packages.srcreq httpie
 
 # 2021-04-10 contraining this creates infinute searching flake8>=3.9.0 autopep8>=1.5.6 pyflakes>=2.3.1 pycodestyle>=2.7.0
 
-adodbapi>=2.6.1.3
-affine>=2.3.0
-aiofiles>=0.6.0
-
-# aiohttp>=3.7.4.post0
-aiohttp>=3.7.3
-
-aiosqlite>=0.17.0
-alabaster>=0.7.12
-altair>=4.1.0
-altair-data-server>=0.4.1
-altair-transform>=0.2.0
-altair-widgets>=0.2.2
-altgraph>=0.17
-amply>=0.1.4
-
-# dagit *****************
-aniso8601>=7.0.0
-
-ansiwrap>=0.8.4
-anyio>=2.2.0
+absl-py>=2.3.0
+adbc-driver-manager>=1.6.0
+aiofiles>=24.1.0
+aiohappyeyeballs>=2.6.1
+aiohttp>=3.13.1
+aiosignal>=1.4.0
+aiosqlite>=0.21.0
+alabaster>=1.0.0
+alembic>=1.16.1
+altair>=5.5.0
+annotated-types>=0.7.0
+ansicolors>=1.1.8
+anthropic>=0.72.0
+anyio>=4.11.0
+anywidget>=0.9.18
 appdirs>=1.4.4
-
-# python 3.8 vs 3.9
-argon2-cffi>=20.1.0
-
-arrow>=1.0.3
-asciitree>=0.3.3
-asgi-csrf>=0.6.1
-asgiref>=3.3.4
-
-# asteval>=0.9.23
-asteval>=0.9.22
-
-# astroid>=2.5.1
-astroid>=2.5
-
-astroML>=1.0.1
-astropy>=4.2.1
-async-generator>=1.10
-async-timeout>=3.0.1
+argcomplete>=3.6.3
+argon2-cffi>=25.1.0
+argon2-cffi-bindings>=25.1.0
+array-api-compat>=1.12.0
+arrow>=1.3.0
+asgi-csrf>=0.11
+asgiref>=3.8.1
+asn1crypto>=1.5.1
+asteval>=1.0.5
+astroid>=3.3.9
+astropy>=7.1.1
+astropy-iers-data>=0.2025.9.29.0.35.48
+asttokens>=3.0.0
+async-lru>=2.0.5
+asyncssh>=2.21.0
 atomicwrites>=1.4.0
-attrs>=20.3.0
-
-# why autopep8>=1.5.5
-autopep8>=1.5.5
-
-Babel>=2.9.0
-backcall>=0.2.0
-backports-abc>=0.5
-baresql>=0.7.6
-bcrypt>=3.1.7
-beautifulsoup4>=4.9.3
+attrs>=25.4.0
+autopep8>=2.0.4
+azure-core>=1.34.0
+azure-cosmos>=4.9.0
+azure-identity>=1.23.0
+babel>=2.17.0
+baresql>=1.0.0
+bcrypt>=4.3.0
+beautifulsoup4>=4.14.2
 binaryornot>=0.4.4
-black>=20.8b1
-bleach>=3.3.0
-blinker>=1.4
-blosc>=1.10.2
-bloscpack>=0.16.0
-bokeh>=2.3.1
-botorch>=0.3.2
-Bottleneck>=1.3.2
-bqplot>=0.12.25
-branca>=0.4.2
-brewer2mpl>=1.4.1
-Brotli>=1.0.9
-cachelib>=0.1.1
-Cartopy>=0.18.0
-certifi>=2020.12.5
-cffi>=1.14.5
-cftime>=1.4.1
-
-# something I forgot
-chardet>=3.0.2
-
-click>=7.1.2
-click-default-group>=1.2.2
-click-plugins>=1.1.1
-cligj>=0.7.1
-cloudpickle>=1.6.0
-clrmagic>=0.0.1a2
-
-
-# dbt ***************************
-colorama>=0.4.3
-
-colorcet>=2.0.6
-cookiecutter>=1.7.2				   
-coverage>=5.5
-cryptography>=3.4.6
-cvxopt>=1.2.6
-cvxpy>=1.1.12
-cx-Freeze>=6.5.3
-cycler>=0.10.0
-Cython>=0.29.22
-cytoolz>=0.11.0
-dask>=2021.4.0
-dask-glm>=0.2.0
-dask-labextension>=5.0.1
-dask-ml>=1.8.0
-dask-searchcv>=0.2.0
-databases>=0.4.1
-datasette>=0.55
-datashader>=0.12.1
-datashape>=0.5.2
-db.py>=0.5.4b1
-decorator>=4.4.2
+black>=25.9.0
+bleach>=6.2.0
+blinker>=1.9.0
+bokeh>=3.8.0
+branca>=0.8.1
+brotli>=1.2.0
+build>=1.3.0
+cachetools>=5.5.2
+cattrs>=1.2.0
+certifi>=2025.8.3
+cffi>=2.0.0
+chardet>=5.2.0
+charset-normalizer>=3.4.3
+clarabel>=0.11.1
+click>=8.3.0
+click-default-group>=1.2.4
+cloudpickle>=3.1.1
+cohere>=5.20.0
+colorama>=0.4.6
+colorcet>=3.1.0
+coloredlogs>=15.0.1
+colorlog>=6.9.0
+comm>=0.2.3
+contourpy>=1.3.3
+cookiecutter>=2.6.0
+cryptography>=45.0.5
+cvxopt>=1.3.2
+cvxpy>=1.7.1
+cycler>=0.12.1
+Cython>=3.2.1
+cytoolz>=1.1.0
+dask>=2025.9.1
+datasette>=0.65.1
+datasette-graphql>=2.2
+datashader>=0.18.2
+deap>=1.4.2
+debugpy>=1.8.17
+decorator>=5.2.1
 defusedxml>=0.7.1
-Deprecated>=1.2.12
-descartes>=1.1.0
-diff-match-patch>=20200713
-distlib>=0.3.1
-distributed>=2021.4.0
-docopt>=0.6.2
-docrepr>=0.1.1
-
-# sphinx-3.5.4 doesn't like docutils-0.17
-#docutils>=0.17
-docutils>=0.16
-
-ecos>=2.0.7.post1
-emcee>=3.0.2
-entrypoints>=0.3
-et-xmlfile>=1.0.1
-fast-histogram>=0.9
-fastapi>=0.63.0
-fasteners>=0.16
-fastparquet>=0.5.0
-feather-format>=0.4.1
-filelock>=3.0.12
-Fiona>=1.8.19
-
-# why flake-3.8.4 before
-flake8>=3.8.4
-
-Flask>=1.1.2
-flask-accepts>=0.17.7
-Flask-Mail>=0.9.1
-flask-restx>=0.2.0
-Flask-Session>=0.3.2
-Flask-SQLAlchemy>=2.5.1
-flaskerize>=0.14.0
-flit>=3.1.0
-flit-core>=3.1.0
-folium>=0.12.1
-formlayout>=2.0.0a0
-fs>=2.4.13
-fsspec>=0.8.7
-future>=0.18.2
+Deprecated>=1.3.1
+diff-match-patch>=20241021
+dill>=0.4.0
+distributed>=2025.9.1
+distro>=1.9.0
+Django>=5.2.4
+dnspython>=2.7.0
+docstring-to-markdown>=0.17
+docstring_parser>=0.17.0
+docutils>=0.21.2
+duckdb>=1.4.2
+entrypoints>=0.4
+et_xmlfile>=2.0.0
+eval_type_backport>=0.2.2
+executing>=2.2.1
+Faker>=37.11.0
+fasta2a>=0.6.0
+fastapi>=0.118.0
+fastavro>=1.12.1
+fastjsonschema>=2.21.2
+filelock>=3.19.1
+flake8>=7.1.1
+Flask>=3.1.2
+flatbuffers>=25.2.10
+flexcache>=0.3
+flexparser>=0.4
+flit>=3.12.0
+flit_core>=3.12.0
+folium>=0.20.0
+fonttools>=4.59.2
+fqdn>=1.5.1
+frozenlist>=1.8.0
+fsspec>=2025.9.0
 fuzzywuzzy>=0.18.0
-GDAL>=3.2.2
-geographiclib>=1.50
-geopandas>=0.9.0
-geopy>=2.1.0
-geoviews>=1.9.1
-gmpy2>=2.0.8
-gpytorch>=1.2.1
-great-expectations>=0.13.12
-
-# pypy ship its own
-# greenlet>=1.0.0
-greenlet>=0.4.13
-
-guidata>=1.7.9
-guiqwt>=3.0.6
-h11>=0.12.0
-h2>=4.0.0
-h5py>=2.10.0
-HeapDict>=1.0.1
-helpdev>=0.7.1
-holoviews>=1.14.3
-hpack>=4.0.0
+genai-prices>=0.0.38
+geographiclib>=2.1
+geopandas>=1.1.1
+geopy>=2.4.1
+gitdb>=4.0.12
+GitPython>=3.1.45
+google-auth>=2.43.0
+google-genai>=1.49.0
+graphene>=3.4.3
+graphql-core>=3.2.6
+graphql-relay>=3.2.0
+greenlet>=3.2.3
+griffe>=1.14.0
+groq>=0.33.0
+guidata>=3.13.1
+h11>=0.16.0
+h2>=4.2.0
+h5py>=3.15.1
+hatchling>=1.27.0
+holoviews>=1.21.0
+hpack>=4.1.0
 html5lib>=1.1
-httpcore>=0.12.3
-httpie>=2.4.0
-httpx>=0.17.1
-hupper>=1.10.2
-husl>=4.0.3
-hvplot>=0.7.1
-Hypercorn>=0.11.2
-hyperframe>=6.0.0
-hypothesis>=6.8.3
-ibis-framework>=1.4.0
-idlex>=1.18
-
-# dbt ************************************************
-idna>=2.9
-
-imageio>=2.9.0
-imageio-ffmpeg>=0.4.2
-imagesize>=1.2.0
-imbalanced-learn>=0.8.0
-importlib-metadata>=3.10.0
-inflection>=0.5.1				 
-iniconfig>=1.1.1
-intake>=0.6.1
-intervaltree>=3.0.2
-ipycanvas>=0.8.2
-ipykernel>=5.5.3
-ipyleaflet>=0.13.6
-ipympl>=0.7.0
-ipython>=7.22.0
+httpcore>=1.0.9
+httpie>=3.2.4
+httpx>=0.28.1
+httpx-sse>=0.4.0
+huggingface-hub>=0.35.3
+humanfriendly>=10.0
+hupper>=1.12.1
+hvplot>=0.11.3
+Hypercorn>=0.17.3
+hyperframe>=6.1.0
+hypothesis>=6.138.13
+id>=1.5.0
+idna>=3.11
+imageio>=2.37.0
+imagesize>=1.4.1
+imbalanced-learn>=0.14.0
+importlib_metadata>=8.7.0
+inflection>=0.5.1
+iniconfig>=2.1.0
+intervaltree>=3.1.0
+invoke>=2.2.1
+ipycanvas>=0.14.1
+ipykernel>=6.31.0
+ipyleaflet>=0.20.0
+ipympl>=0.9.8
+ipython>=9.7.0
 ipython-genutils>=0.2.0
-ipython-sql>=0.4.1b1
-ipywidgets>=7.6.3
-isort>=5.8.0
-itsdangerous>=1.1.0
-janus>=0.6.1
-jedi>=0.17.2
-Jinja2>=2.11.3
-jinja2-time>=0.2.0
-joblib>=1.0.1
-json5>=0.9.5
-jsonpatch>=1.32
-jsonpointer>=2.1
-
-# dbt ******************************
-jsonschema>=3.1.1
-
-julia>=0.5.6
-jupyter>=1.0.0
-jupyter-bokeh>=3.0.0
-jupyter-client>=6.1.12
-jupyter-console>=6.4.0
-
-# test pypy 4.7.11
-jupyter-core>=4.7.1
-
-jupyter-lsp>=1.1.4
-jupyter-packaging>=0.7.12
-jupyter-server>=1.6.0
-jupyter-server-proxy>=3.0.2
-jupyter-sphinx>=0.3.2
-jupyterlab>=3.0.13
-jupyterlab-launcher>=0.13.1
-jupyterlab-lsp>=3.5.0
-jupyterlab-pygments>=0.1.2
-jupyterlab-server>=2.4.0
-jupyterlab-widgets>=1.0.0
-keyring>=23.0.1
-kiwisolver>=1.3.1
-lazy-object-proxy>=1.6.0
-llvmlite>=0.36.0
-lmfit>=1.0.2
-locket>=0.2.1
-loky>=2.9.0
-lxml>=4.6.3
-lz4>=3.1.3
-Markdown>=3.3.4
-MarkupSafe>=1.1.1
-marshmallow>=3.10.0
-matplotlib>=3.4.1
-mccabe>=0.6.1
-mercantile>=1.1.6
+ipython-sql>=0.5.0
+ipython_pygments_lexers>=1.1.1
+ipywidgets>=8.1.7
+isoduration>=20.11.0
+isort>=6.0.1
+itsdangerous>=2.2.0
+janus>=2.0.0
+jaraco.classes>=3.4.0
+jaraco.context>=6.0.1
+jaraco.functools>=4.3.0
+jedi>=0.19.2
+jellyfish>=1.2.1
+Jinja2>=3.1.6
+jiter>=0.11.1
+joblib>=1.5.2
+json5>=0.12.1
+jsonpatch>=1.33
+jsonpointer>=3.0.0
+jsonschema>=4.24.0
+jsonschema-specifications>=2025.9.1
+julia>=0.6.2
+jupyter>=1.1.1
+jupyter-console>=6.6.3
+jupyter-events>=0.12.0
+jupyter-leaflet>=0.20.0
+jupyter-lsp>=2.3.0
+jupyter_bokeh>=4.0.5
+jupyter_client>=8.6.3
+jupyter_core>=5.9.1
+jupyter_server>=2.17.0
+jupyter_server_terminals>=0.5.3
+jupyterlab>=4.4.10
+jupyterlab_pygments>=0.3.0
+jupyterlab_server>=2.28.0
+jupyterlab_widgets>=3.0.15
+keras>=3.12.0
+keyring>=25.6.0
+kiwisolver>=1.4.9
+langchain>=0.3.27
+langchain-core>=0.3.78
+langchain-text-splitters>=0.3.11
+langsmith>=0.4.39
+lazy_loader>=0.4
+linkify-it-py>=2.0.3
+llvmlite>=0.45.1
+lmfit>=1.3.3
+locket>=1.0.0
+logfire-api>=4.14.2
+lsprotocol>=2023.0.1
+lxml>=6.0.2
+magika>=0.6.2
+Mako>=1.3.10
+Markdown>=3.9
+markdown-it-py>=4.0.0
+markdownify>=1.2.0
+markitdown>=0.1.2
+MarkupSafe>=3.0.3
+matplotlib>=3.10.7
+matplotlib-inline>=0.2.1
+maturin>=1.9.4
+mccabe>=0.7.0
+mcp>=1.21.0
+mdit-py-plugins>=0.5.0
+mdurl>=0.1.2
+mercantile>=1.2.1
 mergedeep>=1.3.4
-metakernel>=0.27.5
-mistune>=0.8.4
-mizani>=0.7.3
-mkl-service>=2.3.0
-mlxtend>=0.18.0
-monotonic>=1.5
-moviepy>=1.0.3
-mpl-scatter-density>=0.7
-mpld3>=0.5.2
-mpldatacursor>=0.7.1
-mpmath>=1.2.1
-msgpack>=1.0.2
-msvc-runtime>=14.28.29910
-multidict>=5.1.0
-multipledispatch>=0.6.0
-munch>=2.5.0
-mypy>=0.812
-mypy-extensions>=0.4.3
-mysql-connector-python>=8.0.21
-nbclassic>=0.2.7
-nbclient>=0.5.3
-
-# dagit constraint *****************
-nbconvert>=5.6.1
-
-nbconvert-reportlab>=0.2
-nbformat>=5.1.3
-nbval>=0.9.6
-nest-asyncio>=1.5.1
-netCDF4>=1.5.6
-networkx>=2.5.1
-NLopt>=2.7.0
-nltk>=3.6.1
-notebook>=6.3.0
-numba>=0.53.1
-numcodecs>=0.7.3
-numdifftools>=0.9.39
-numexpr>=2.7.3
-numpy>=1.20.2
-numpydoc>=1.1.0
-oct2py>=5.2.0
-octave-kernel>=0.32.0
-onnxruntime>=1.7.0
-openpyxl>=3.0.7
-orjson>=3.4.6
-osqp>=0.6.2.post0
-outcome>=1.1.0
-packaging>=20.9
-palettable>=3.3.0
-pandas>=1.2.3
-pandas-datareader>=0.9.0
-pandocfilters>=1.4.3
-panel>=0.11.2
-papermill>=2.3.3
-param>=1.10.1
-parambokeh>=0.2.3
-paramiko>=2.7.2
-paramnb>=2.0.4
-parso>=0.7.0
-partd>=1.2.0
-pathspec>=0.8.0
-pathtools>=0.1.2
-patsy>=0.5.1
-pdfrw>=0.4
-pdvega>=0.2.1.dev0
-pefile>=2019.4.18
+missingno>=0.5.2
+mistralai>=1.9.11
+mistune>=3.1.4
+mizani>=0.11.4
+ml_dtypes>=0.5.3
+mlxtend>=0.23.3
+more-itertools>=10.7.0
+mpld3>=0.5.10
+mpmath>=1.3.0
+msal>=1.32.3
+msal-extensions>=1.3.1
+msgpack>=1.1.0
+multidict>=6.7.0
+multipledispatch>=1.0.0
+mypy>=1.18.2
+mypy_extensions>=1.1.0
+mysql-connector-python>=9.5.0
+namex>=0.1.0
+narwhals>=2.8.0
+nbclient>=0.10.2
+nbconvert>=7.16.6
+nbformat>=5.10.4
+nest-asyncio>=1.6.0
+networkx>=3.5
+nh3>=0.2.21
+nltk>=3.9.1
+notebook>=7.4.5
+notebook_shim>=0.2.4
+numba>=0.62.1
+numpy>=2.3.4
+numpydoc>=1.8.0
+onnxruntime>=1.23.2
+openai>=2.7.1
+openpyxl>=3.1.5
+opentelemetry-api>=1.34.1
+optree>=0.17.0
+optuna>=4.2.1
+orjson>=3.11.4
+osqp>=0.6.7.post3
+outcome>=1.3.0.post0
+packaging>=25.0
+pandas>=2.3.3
+pandocfilters>=1.5.1
+panel>=1.8.3
+papermill>=2.6.0
+param>=2.2.1
+parso>=0.8.5
+partd>=1.4.2
+pathspec>=0.12.1
+patsy>=1.0.1
 pep8>=1.7.1
-pexpect>=4.8.0
-pg8000>=1.16.5
+pexpect>=4.9.0
+pg8000>=1.31.5
 pickleshare>=0.7.5
-Pillow>=8.2.0
-Pint>=0.17
-
-#not pip
-#pip>=21.0.1
-
-pipdeptree>=2.0.0
-pkginfo>=1.7.0
-plotly>=4.14.3
-plotnine>=0.8.0
-pluggy>=0.13.1
+pillow>=12.0.0
+pipdeptree>=2.29.0
+platformdirs>=4.5.0
+plotly>=6.3.1
+plotnine>=0.13.6
+PlotPy>=2.7.5
+pluggy>=1.5.0
 ply>=3.11
-portpicker>=1.3.1
-ppci>=0.5.8
-prettytable>=2.1.0
-priority>=1.3.0
-proglog>=0.1.9
-prometheus-client>=0.9.0
-prompt-toolkit>=3.0.18
-
-# dbt *********************************
-protobuf>=3.15.0
-
-psutil>=5.8.0
-
-#pypy need 3.0.16 ptpython>=3.0.17
-ptpython>=3.0.16
-
-ptvsd>=4.3.2
+polars>=1.35.2
+polars-runtime-32>=1.35.2
+prettytable>=3.16.0
+prince>=0.16.0
+priority>=2.0.0
+prometheus_client>=0.21.1
+prompt_toolkit>=3.0.52
+propcache>=0.4.1
+protobuf>=6.31.1
+psutil>=7.1.1
+psycopg2>=2.9.11
+psygnal>=0.15.0
+ptpython>=3.0.31
 ptyprocess>=0.7.0
-PuLP>=2.3
-py>=1.10.0
-pyaml>=20.4.0
-pyarrow>=3.0.0
-PyAudio>=0.2.11
-pybars3>=0.9.7
-pybind11>=2.6.2
-
-# why pycodestyle>=2.6.0
-pycodestyle>=2.6.0
-
-pycosat>=0.6.3
-pycparser>=2.20
-pyct>=0.4.8
-pydantic>=1.8.1
-pydeck>=0.6.1
-pydocstyle>=6.0.0
-pyepsg>=0.4.0
-pyerfa>=1.7.2
-
-# why pyflakes>=2.2.0
-pyflakes>=2.2.0
-
-pyflux>=0.4.17
-pygame>=2.0.1
-pygbm>=0.1.0
-Pygments>=2.8.1
-pyhdf>=0.10.2
-pyinstaller>=4.2
-pyinstaller-hooks-contrib>=2021.1
-pylint>=2.7.4
-pyls-black>=0.4.6
-pyls-spyder>=0.3.2
-pymc>=2.3.8
-PyMeta3>=0.5.1
-pymongo>=3.11.3
-PyNaCl>=1.4.0
-pynndescent>=0.5.2
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-
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new file mode 100644
index 00000000..cff70bc4
--- /dev/null
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb2.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb2.toml
new file mode 100644
index 00000000..8f6cc839
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index 00000000..cff70bc4
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+yt-dlp==2025.9.26 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1dotb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
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+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
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+sqlite-bro==0.13.1 \
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+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1freeb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
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+packaging==26.0 \
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+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
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+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb2.txt
new file mode 100644
index 00000000..f6df96c1
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimb2.txt
@@ -0,0 +1,1066 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
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+    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt
new file mode 100644
index 00000000..17c00fd8
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt
@@ -0,0 +1,950 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+altair==6.0.0 \
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+annotated-types==0.7.0 \
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+ansicolors==1.1.8 \
+    --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
+anthropic==0.76.0 \
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+anyio==4.12.0 \
+    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anywidget==0.9.21 \
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+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
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+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
+array-api-compat==1.13.0 \
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+async-lru==2.0.5 \
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+attrs==25.4.0 \
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+azure-core==1.38.0 \
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+sphinx==8.2.3 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt
new file mode 100644
index 00000000..e8125c56
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt
@@ -0,0 +1,980 @@
+absl-py==2.3.1 \
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+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.1.2 \
+    --hash=sha256:cd800dd349f4521b317b9391d3796fa97b71748a4da9b9e00aafab32dda375c8
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==0.50.0 \
+    --hash=sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca
+statsmodels==0.14.6 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
+superqt==0.7.6 \
+    --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.0.0 \
+    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+tornado==6.5.4 \
+    --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.1 \
+    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+trio==0.32.0 \
+    --hash=sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5
+trove-classifiers==2025.9.11.17 \
+    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+twine==6.1.0 \
+    --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
+types-python-dateutil==2.9.0.20250822 \
+    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.2 \
+    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.13.0 \
+    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
+uvicorn==0.40.0 \
+    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.2.13 \
+    --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859
+webcolors==24.11.1 \
+    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wrapt==2.0.1 \
+    --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c
+wsproto==1.2.0 \
+    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+xarray==2025.12.0 \
+    --hash=sha256:9e77e820474dbbe4c6c2954d0da6342aa484e33adaa96ab916b15a786181e970
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.4.0 \
+    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From 18561c9ea5d543f897c0e2e542edf7d9648b6a04 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 14 Feb 2026 11:15:28 +0100
Subject: [PATCH 039/157] 2026-01 b2 first try

---
 .../github_workflows_build-2026_01.yml        |   22 +-
 .../pylock.64-3_13_11_1slimb2.toml            |  180 +-
 .../pylock.64-3_13_11_1whlb2_wheels.toml      | 5645 ++++++++++++++++
 .../pylock.64-3_13_12_0dotb2.toml             |  101 +
 .../pylock.64-3_13_12_0slimb2.toml            | 5898 +++++++++++++++++
 .../pylock.64-3_13_12_0whlb2.toml             |  101 +
 .../pylock.64-3_13_12_0whlb2_wheels.toml      | 5645 ++++++++++++++++
 .../pylock.64-3_14_2_1slimfb2.toml            |   84 +-
 .../pylock.64-3_14_2_1whlb2_wheels.toml       |  415 +-
 .../pylock.64-3_14_3_0dotb2.toml              |  101 +
 .../pylock.64-3_14_3_0freeb2.toml             |  101 +
 .../pylock.64-3_14_3_0slimb2.toml             | 5876 ++++++++++++++++
 .../pylock.64-3_14_3_0slimfb2.toml            | 5227 +++++++++++++++
 .../pylock.64-3_14_3_0whlb2.toml              |  101 +
 .../pylock.64-3_14_3_0whlb2_wheels.toml       | 5623 ++++++++++++++++
 .../requir.64-3_13_11_1slimb2.txt             |   88 +-
 .../requir.64-3_13_11_1whlb2_wheels.txt       | 1026 +++
 .../requir.64-3_13_12_0dotb2.txt              |   18 +
 .../requir.64-3_13_12_0slimb2.txt             | 1072 +++
 .../requir.64-3_13_12_0whlb2.txt              |   18 +
 .../requir.64-3_13_12_0whlb2_wheels.txt       | 1026 +++
 .../requir.64-3_14_2_1slimfb2.txt             |   40 +-
 .../requir.64-3_14_2_1whlb2_wheels.txt        |  126 +-
 .../cycle_2026_01/requir.64-3_14_3_0dotb2.txt |   18 +
 .../requir.64-3_14_3_0freeb2.txt              |   18 +
 .../requir.64-3_14_3_0slimb2.txt              | 1068 +++
 .../requir.64-3_14_3_0slimfb2.txt             |  950 +++
 .../cycle_2026_01/requir.64-3_14_3_0whlb2.txt |   18 +
 .../requir.64-3_14_3_0whlb2_wheels.txt        | 1022 +++
 29 files changed, 41287 insertions(+), 341 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_11_1whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0freeb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimfb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 5a5e5d00..6ca6f34e 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -67,24 +67,24 @@ jobs:
         run: |
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.11.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260203/cpython-3.13.12+20260203-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=95065b15468cc977a9000256b99e7408a6a9cb35ad2711873ba7b621ee37df19'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.12.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.13.12+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=b73415a86dcf298a2f4a585c5371fb1cf003576d2bdc2b80a34d5321284b2ed4'
             }
             '3.14' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260203/cpython-3.14.3+20260203-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=9562f9deed01e2b72f271606d442e071c5449cd1d50d77ae4384af7df6b6bb8c'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.14.3+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dc5feea0e16807e7c7b2d20af3f2c18c7153f9cbd4b54063172553fda60c5a1f'
             }
             '3.14F' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.2.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260203/cpython-3.14.3+20260203-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=0ee73a3456089abb378f778cee52103451f870e3de3f5326d89089d130b8916f'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.14.3+20260211-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dac2dc871cc9d170a9930985269b6f3e9e2fc364a6c8eb3c2e8b61f204a67f2c'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260114/cpython-3.15.0a5+20260114-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=3c16abb46beba63d52a9cbadb56e962cb4efe70deacca65a4c0998dd5297ddee'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.15.0a6+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dff60468871dd808defc3040b7f4c7dfb4a9f3075273646a8c966aea86fd65fa'
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb2.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb2.toml
index 8f6cc839..d71e6e70 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb2.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_11_1slimb2.toml
@@ -663,14 +663,14 @@ sha256 = "9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
 
 [[packages]]
 name = "cohere"
-version = "5.20.2"
+version = "5.20.5"
 
 [[packages.wheels]]
-name = "cohere-5.20.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e0/10/d76f045eefe42fb3f4e271d17ab41b5e73a3b6de69c98e15ab1cb0c8e6f6/cohere-5.20.2-py3-none-any.whl"
+name = "cohere-5.20.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5b/83/70eccefd0608582bf7af6e99c69a56ee14048de741ba338824011f3bcf83/cohere-5.20.5-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "26156d83bf3e3e4475e4caa1d8c4148475c5b0a253aee6066d83c643e9045be6"
+sha256 = "25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64"
 
 [[packages]]
 name = "colorama"
@@ -751,14 +751,14 @@ sha256 = "a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb"
 
 [[packages]]
 name = "cvxopt"
-version = "1.3.2"
+version = "1.3.3"
 
 [[packages.wheels]]
-name = "cvxopt-1.3.2-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/b9/55/90b40b489a235a9f35a532eb77cec81782e466779d9a531ffda6b2f99410/cvxopt-1.3.2-cp313-cp313-win_amd64.whl"
+name = "cvxopt-1.3.3-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/52/30/f4da4f9bc049ff1f899f1094ccedca4f7fe54f6ab6fef3cf175a93cb8a47/cvxopt-1.3.3-cp313-cp313-win_amd64.whl"
 
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-sha256 = "0a0987966009ad383de0918e61255d34ed9ebc783565bcb15470d4155010b6bf"
+sha256 = "2f7ab5f27caa8c158b6dd8724a75f4a4b1666e1eac7394b4115d920c093e542e"
 
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 name = "cvxpy"
@@ -1510,14 +1510,14 @@ sha256 = "e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69"
 
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 name = "highspy"
-version = "1.13.0"
+version = "1.13.1"
 
 [[packages.wheels]]
-name = "highspy-1.13.0-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/fd/cf/700a1d0f14e87e732d86bba235908a718e1b852c628b438bf743760fa45e/highspy-1.13.0-cp313-cp313-win_amd64.whl"
+name = "highspy-1.13.1-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/e2/15/d9be1b1f22ecafedddbf504b3c63b7e4a17a710e3b45f615be1869160938/highspy-1.13.1-cp313-cp313-win_amd64.whl"
 
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+sha256 = "620fad11a92517d525300ad70f27f84f41e8c0af10ece5ae5537f2be13ae0970"
 
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@@ -1598,14 +1598,14 @@ sha256 = "cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37"
 
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 name = "huggingface-hub"
-version = "1.3.4"
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-url = "https://files.pythonhosted.org/packages/55/07/3d0c34c345043c6a398a5882e196b2220dc5861adfa18322448b90908f26/huggingface_hub-1.3.4-py3-none-any.whl"
+name = "huggingface_hub-1.4.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d5/ae/2f6d96b4e6c5478d87d606a1934b5d436c4a2bce6bb7c6fdece891c128e3/huggingface_hub-1.4.1-py3-none-any.whl"
 
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+sha256 = "9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18"
 
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 name = "hupper"
@@ -1752,14 +1752,14 @@ sha256 = "9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"
 
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 name = "intervaltree"
-version = "3.1.0"
+version = "3.2.1"
 
-[packages.sdist]
-name = "intervaltree-3.1.0.tar.gz"
-url = "https://files.pythonhosted.org/packages/50/fb/396d568039d21344639db96d940d40eb62befe704ef849b27949ded5c3bb/intervaltree-3.1.0.tar.gz"
+[[packages.wheels]]
+name = "intervaltree-3.2.1-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/83/7f/8a80a1c7c2ed05822b5a2b312d2995f30c533641f8198366ba2e26a7bb03/intervaltree-3.2.1-py2.py3-none-any.whl"
 
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+[packages.wheels.hashes]
+sha256 = "a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b"
 
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 name = "invoke"
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 name = "jupyterlab"
-version = "4.5.2"
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-url = "https://files.pythonhosted.org/packages/a4/78/7e455920f104ef2aa94a4c0d2b40e5b44334ee7057eae1aa1fb97b9631ad/jupyterlab-4.5.2-py3-none-any.whl"
+name = "jupyterlab-4.5.4-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f5/9f/a70972ece62ead2d81acc6223188f6d18a92f665ccce17796a0cdea4fcf5/jupyterlab-4.5.4-py3-none-any.whl"
 
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+sha256 = "cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12"
 
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 name = "jupyterlab-pygments"
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-version = "3.13.1"
+version = "3.13.2"
 
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-url = "https://files.pythonhosted.org/packages/d8/e5/8b40bada1f33f25deca7bad0e8c7ca6752f2b09e8018e2fc4693858dd662/keras-3.13.1-py3-none-any.whl"
+name = "keras-3.13.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/28/b5/ea85873abc99dc64a7a27ff1a8dbfdc7dbb57d4e5d1a423abc11217af4f1/keras-3.13.2-py3-none-any.whl"
 
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-version = "1.2.9"
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+name = "langchain_core-1.2.11-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/10/30/1f80e3fc674353cad975ed5294353d42512535d2094ef032c06454c2c873/langchain_core-1.2.11-py3-none-any.whl"
 
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+sha256 = "ae11ceb8dda60d0b9d09e763116e592f1683327c17be5b715f350fd29aee65d3"
 
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@@ -2313,25 +2313,25 @@ sha256 = "9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae"
 
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-version = "0.3.3"
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+name = "langsmith-0.7.1-py3-none-any.whl"
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb2.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb2.toml
index bfc6ac03..4185b8fa 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb2.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1slimfb2.toml
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+sha256 = "45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8"
 
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@@ -2621,14 +2621,14 @@ sha256 = "4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"
 
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 name = "notebook"
-version = "7.5.2"
+version = "7.5.3"
 
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-name = "notebook-7.5.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/32/55/b754cd51c6011d90ef03e3f06136f1ebd44658b9529dbcf0c15fc0d6a0b7/notebook-7.5.2-py3-none-any.whl"
+name = "notebook-7.5.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/96/98/9286e7f35e5584ebb79f997f2fb0cb66745c86f6c5fccf15ba32aac5e908/notebook-7.5.3-py3-none-any.whl"
 
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+sha256 = "c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354"
 
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@@ -2665,14 +2665,14 @@ sha256 = "8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135"
 
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 name = "openai"
-version = "2.17.0"
+version = "2.20.0"
 
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-name = "openai-2.17.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/44/97/284535aa75e6e84ab388248b5a323fc296b1f70530130dee37f7f4fbe856/openai-2.17.0-py3-none-any.whl"
+name = "openai-2.20.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b5/a0/cf4297aa51bbc21e83ef0ac018947fa06aea8f2364aad7c96cbf148590e6/openai-2.20.0-py3-none-any.whl"
 
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+sha256 = "38d989c4b1075cd1f76abc68364059d822327cf1a932531d429795f4fc18be99"
 
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@@ -4216,14 +4216,14 @@ sha256 = "dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce"
 
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-version = "0.7.1"
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-name = "skrub-0.7.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/2e/63/bf84b02c890214e3402952e7eff57fbc2c700682baa6d327c553c9902565/skrub-0.7.1-py3-none-any.whl"
+name = "skrub-0.7.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/00/f6/7373aea3bec23edeaf645548f872a220fb93daf658baf7079445f7fe4410/skrub-0.7.2-py3-none-any.whl"
 
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-sha256 = "591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d"
+sha256 = "0f6772a917267026b9be7c67b4f13891d9bdba8a566a1fa431a0b944b05d7481"
 
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@@ -4788,14 +4788,14 @@ sha256 = "5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd"
 
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 name = "twine"
-version = "6.1.0"
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-url = "https://files.pythonhosted.org/packages/7c/b6/74e927715a285743351233f33ea3c684528a0d374d2e43ff9ce9585b73fe/twine-6.1.0-py3-none-any.whl"
+name = "twine-6.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/3a/7a/882d99539b19b1490cac5d77c67338d126e4122c8276bf640e411650c830/twine-6.2.0-py3-none-any.whl"
 
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+sha256 = "418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8"
 
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@@ -4986,14 +4986,14 @@ sha256 = "cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680"
 
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 name = "wcwidth"
-version = "0.2.13"
+version = "0.6.0"
 
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-name = "wcwidth-0.2.13-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/fd/84/fd2ba7aafacbad3c4201d395674fc6348826569da3c0937e75505ead3528/wcwidth-0.2.13-py2.py3-none-any.whl"
+name = "wcwidth-0.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl"
 
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+sha256 = "1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad"
 
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@@ -5129,14 +5129,14 @@ sha256 = "b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"
 
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-version = "2025.12.0"
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-url = "https://files.pythonhosted.org/packages/d5/e4/62a677feefde05b12a70a4fc9bdc8558010182a801fbcab68cb56c2b0986/xarray-2025.12.0-py3-none-any.whl"
+name = "xarray-2026.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7d/8e/952a351c10df395d9bab850f611f4368834ae9104d6449049f5a49e00925/xarray-2026.1.0-py3-none-any.whl"
 
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-sha256 = "9e77e820474dbbe4c6c2954d0da6342aa484e33adaa96ab916b15a786181e970"
+sha256 = "5fcc03d3ed8dfb662aa254efe6cd65efc70014182bbc2126e4b90d291d970d41"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb2_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb2_wheels.toml
index 43c81f36..86d8d1b1 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb2_wheels.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_2_1whlb2_wheels.toml
@@ -529,6 +529,17 @@ url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7
 [packages.wheels.hashes]
 sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
 
+[[packages]]
+name = "cachetools"
+version = "6.2.2"
+
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+name = "cachetools-6.2.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e6/46/eb6eca305c77a4489affe1c5d8f4cae82f285d9addd8de4ec084a7184221/cachetools-6.2.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace"
+
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 version = "25.3.0"
@@ -630,14 +641,14 @@ sha256 = "9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
 
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 name = "cohere"
-version = "5.20.2"
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-name = "cohere-5.20.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e0/10/d76f045eefe42fb3f4e271d17ab41b5e73a3b6de69c98e15ab1cb0c8e6f6/cohere-5.20.2-py3-none-any.whl"
+name = "cohere-5.20.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5b/83/70eccefd0608582bf7af6e99c69a56ee14048de741ba338824011f3bcf83/cohere-5.20.5-py3-none-any.whl"
 
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-sha256 = "26156d83bf3e3e4475e4caa1d8c4148475c5b0a253aee6066d83c643e9045be6"
+sha256 = "25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64"
 
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 sha256 = "a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb"
 
+[[packages]]
+name = "cvxpy"
+version = "1.8.1"
+
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+name = "cvxpy-1.8.1-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/ea/b1/046ddfaf5a017f3cdce698de6e09438b152aebc387d2a80aa51b4b6204b4/cvxpy-1.8.1-cp314-cp314-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "e904716c1d9a7e2a482e40c2cbbc431989cfb09a6c15a9f053b64b5f397d3803"
+
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 sha256 = "472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec"
 
+[[packages]]
+name = "dask"
+version = "2026.1.1"
+
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+name = "dask-2026.1.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e9/4b/9cc373120658a2516aa5f6dcdde631c95d714b876d29ad8f8e009d793f3f/dask-2026.1.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "146b0ef2918eb581e06139183a88801b4a8c52d7c37758a91f8c3b75c54b0e15"
+
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 name = "datasette"
 version = "0.65.2"
@@ -827,26 +860,26 @@ url = "https://files.pythonhosted.org/packages/50/3d/9373ad9c56321fdab5b41197068
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-name = "distro"
-version = "1.9.0"
+name = "distributed"
+version = "2026.1.1"
 
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-name = "distro-1.9.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl"
+name = "distributed-2026.1.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b9/dc/6d709bcf8fed7611d8a510aeed23b0436cf6db5b61e63c8eb8451eb0d4d8/distributed-2026.1.1-py3-none-any.whl"
 
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-sha256 = "7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"
+sha256 = "506759b1ed88e45e12ba65e2a429de9911862db55d27dd8bb293c6268430374e"
 
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-name = "django"
-version = "6.0.1"
+name = "distro"
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+name = "distro-1.9.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl"
 
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-sha256 = "a92a4ff14f664a896f9849009cb8afaca7abe0d6fc53325f3d1895a15253433d"
+sha256 = "7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"
 
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 [packages.wheels.hashes]
 sha256 = "ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c"
 
+[[packages]]
+name = "flatbuffers"
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+
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+url = "https://files.pythonhosted.org/packages/e8/2d/d2a548598be01649e2d46231d151a6c56d10b964d94043a335ae56ea2d92/flatbuffers-25.12.19-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4"
+
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+[[packages]]
+name = "gitdb"
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+
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+url = "https://files.pythonhosted.org/packages/a0/61/5c78b91c3143ed5c14207f463aecfc8f9dbb5092fb2869baf37c273b2705/gitdb-4.0.12-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"
+
+[[packages]]
+name = "gitpython"
+version = "3.1.46"
+
+[[packages.wheels]]
+name = "gitpython-3.1.46-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6a/09/e21df6aef1e1ffc0c816f0522ddc3f6dcded766c3261813131c78a704470/gitpython-3.1.46-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058"
+
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 [packages.wheels.hashes]
 sha256 = "e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69"
 
+[[packages]]
+name = "highspy"
+version = "1.13.1"
+
+[[packages.wheels]]
+name = "highspy-1.13.1-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/30/6c/7abf63f02302d64934d9decd04939334db1938917f552059570ea27b41b3/highspy-1.13.1-cp314-cp314-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "242d00f46b09c9d6f077881739d7487030a9ed2c56bcd28f3e8d5942da407df4"
+
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@@ -1422,14 +1499,14 @@ sha256 = "cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37"
 
 [[packages]]
 name = "huggingface-hub"
-version = "1.3.4"
+version = "1.4.1"
 
 [[packages.wheels]]
-name = "huggingface_hub-1.3.4-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/55/07/3d0c34c345043c6a398a5882e196b2220dc5861adfa18322448b90908f26/huggingface_hub-1.3.4-py3-none-any.whl"
+name = "huggingface_hub-1.4.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d5/ae/2f6d96b4e6c5478d87d606a1934b5d436c4a2bce6bb7c6fdece891c128e3/huggingface_hub-1.4.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "a0c526e76eb316e96a91e8a1a7a93cf66b0dd210be1a17bd5fc5ae53cba76bfd"
+sha256 = "9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18"
 
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 name = "hupper"
@@ -1565,14 +1642,14 @@ sha256 = "9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"
 
 [[packages]]
 name = "intervaltree"
-version = "3.1.0"
+version = "3.2.1"
 
-[packages.sdist]
-name = "intervaltree-3.1.0.tar.gz"
-url = "https://files.pythonhosted.org/packages/50/fb/396d568039d21344639db96d940d40eb62befe704ef849b27949ded5c3bb/intervaltree-3.1.0.tar.gz"
+[[packages.wheels]]
+name = "intervaltree-3.2.1-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/83/7f/8a80a1c7c2ed05822b5a2b312d2995f30c533641f8198366ba2e26a7bb03/intervaltree-3.2.1-py2.py3-none-any.whl"
 
-[packages.sdist.hashes]
-sha256 = "902b1b88936918f9b2a19e0e5eb7ccb430ae45cde4f39ea4b36932920d33952d"
+[packages.wheels.hashes]
+sha256 = "a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b"
 
 [[packages]]
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@@ -1994,14 +2071,14 @@ sha256 = "55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14"
 
 [[packages]]
 name = "jupyterlab"
-version = "4.5.2"
+version = "4.5.4"
 
 [[packages.wheels]]
-name = "jupyterlab-4.5.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/a4/78/7e455920f104ef2aa94a4c0d2b40e5b44334ee7057eae1aa1fb97b9631ad/jupyterlab-4.5.2-py3-none-any.whl"
+name = "jupyterlab-4.5.4-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f5/9f/a70972ece62ead2d81acc6223188f6d18a92f665ccce17796a0cdea4fcf5/jupyterlab-4.5.4-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "76466ebcfdb7a9bb7e2fbd6459c0e2c032ccf75be673634a84bee4b3e6b13ab6"
+sha256 = "cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12"
 
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@@ -2027,25 +2104,25 @@ sha256 = "e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968"
 
 [[packages]]
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-url = "https://files.pythonhosted.org/packages/43/6a/ca128561b22b60bd5a0c4ea26649e68c8556b82bc70a0c396eebc977fe86/jupyterlab_widgets-3.0.15-py3-none-any.whl"
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new file mode 100644
index 00000000..4185b8fa
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+version = "3.23.0"
+
+[[packages.wheels]]
+name = "zipp-3.23.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"
+
+[[packages]]
+name = "zstandard"
+version = "0.25.0"
+
+[[packages.wheels]]
+name = "zstandard-0.25.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/3a/43/241f9615bcf8ba8903b3f0432da069e857fc4fd1783bd26183db53c4804b/zstandard-0.25.0-cp314-cp314-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2"
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb2.txt
index 4373e929..c888f332 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb2.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1slimb2.txt
@@ -118,8 +118,8 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.2 \
-    --hash=sha256:26156d83bf3e3e4475e4caa1d8c4148475c5b0a253aee6066d83c643e9045be6
+cohere==5.20.5 \
+    --hash=sha256:25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorcet==3.1.0 \
@@ -134,8 +134,8 @@ cookiecutter==2.6.0 \
     --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
 cryptography==46.0.3 \
     --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
-cvxopt==1.3.2 \
-    --hash=sha256:0a0987966009ad383de0918e61255d34ed9ebc783565bcb15470d4155010b6bf
+cvxopt==1.3.3 \
+    --hash=sha256:2f7ab5f27caa8c158b6dd8724a75f4a4b1666e1eac7394b4115d920c093e542e
 cvxpy==1.8.1 \
     --hash=sha256:e7d8348d743c6d49918ed9716e7f1d4fa7a181602c37bf6c169b83e3d5cb02ee
 cycler==0.12.1 \
@@ -272,8 +272,8 @@ hatchling==1.28.0 \
     --hash=sha256:dc48722b68b3f4bbfa3ff618ca07cdea6750e7d03481289ffa8be1521d18a961
 hf-xet==1.2.0 \
     --hash=sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69
-highspy==1.13.0 \
-    --hash=sha256:84dde261b0fd4893a2cf89e2155e99fcc77bed35980a2ca49c13af01b9a08211
+highspy==1.13.1 \
+    --hash=sha256:620fad11a92517d525300ad70f27f84f41e8c0af10ece5ae5537f2be13ae0970
 holoviews==1.22.1 \
     --hash=sha256:6f4f0656336035cde1d8103ac6461d7c8ac9a60c4a6d883785cc81f2cc5b8702
 hpack==4.1.0 \
@@ -288,8 +288,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.1 \
     --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
-huggingface-hub==1.3.4 \
-    --hash=sha256:a0c526e76eb316e96a91e8a1a7a93cf66b0dd210be1a17bd5fc5ae53cba76bfd
+huggingface-hub==1.4.1 \
+    --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.1 \
@@ -316,8 +316,8 @@ inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
     --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
-intervaltree==3.1.0 \
-    --hash=sha256:902b1b88936918f9b2a19e0e5eb7ccb430ae45cde4f39ea4b36932920d33952d
+intervaltree==3.2.1 \
+    --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
     --hash=sha256:2413bc441b376e5cd3f55bb5d364f973ad8bdd7bf87e53c79de3c11bf3feecc8
 ipycanvas==0.14.3 \
@@ -394,34 +394,34 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.2 \
-    --hash=sha256:76466ebcfdb7a9bb7e2fbd6459c0e2c032ccf75be673634a84bee4b3e6b13ab6
+jupyterlab==4.5.4 \
+    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
-jupyterlab-widgets==3.0.15 \
-    --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
-keras==3.13.1 \
-    --hash=sha256:6593be2e9d057921cd0413b4552c05fe1df73ea4bb03a4f3ec94532077b3e508
+jupyterlab-widgets==3.0.16 \
+    --hash=sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
+keras==3.13.2 \
+    --hash=sha256:14b2afc0f9c636cc295d28efc36aae42fc52e7b892c950eec33f3befe4d22fb5
 keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
     --hash=sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d
 langchain==1.2.6 \
     --hash=sha256:a9a6c39f03c09b6eb0f1b47e267ad2a2fd04e124dfaa9753bd6c11d2fe7d944e
-langchain-core==1.2.9 \
-    --hash=sha256:7e5ecba5ed7a65852e8d5288e9ceeba05340fa9baf32baf672818b497bbaea8f
+langchain-core==1.2.11 \
+    --hash=sha256:ae11ceb8dda60d0b9d09e763116e592f1683327c17be5b715f350fd29aee65d3
 langgraph==1.0.6 \
     --hash=sha256:bcfce190974519c72e29f6e5b17f0023914fd6f936bfab8894083215b271eb89
 langgraph-checkpoint==4.0.0 \
     --hash=sha256:3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784
 langgraph-prebuilt==1.0.6 \
     --hash=sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae
-langgraph-sdk==0.3.3 \
-    --hash=sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b
-langsmith==0.6.8 \
-    --hash=sha256:d17da18aeef15fdb4c3baec348bad64056591d785629cd5ba4846fd93cab166b
+langgraph-sdk==0.3.5 \
+    --hash=sha256:bcfa1dcbddadb604076ce46f5e08969538735e5ac47fa863d4fac5a512dab5c9
+langsmith==0.7.1 \
+    --hash=sha256:92cfa54253d35417184c297ad25bfd921d95f15d60a1ca75f14d4e7acd152a29
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -524,8 +524,8 @@ nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
 nltk==3.9.1 \
     --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
-notebook==7.5.2 \
-    --hash=sha256:17d078a98603d70d62b6b4b3fcb67e87d7a68c398a7ae9b447eb2d7d9aec9979
+notebook==7.5.3 \
+    --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numba==0.64.0rc1 \
@@ -536,8 +536,8 @@ numpydoc==1.9.0 \
     --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
 onnxruntime==1.24.1 \
     --hash=sha256:bd1e4aefe73b6b99aa303cd72562ab6de3cccb09088100f8ad1c974be13079c7
-openai==2.17.0 \
-    --hash=sha256:4f393fd886ca35e113aac7ff239bcd578b81d8f104f5aedc7d3693eb2af1d338
+openai==2.20.0 \
+    --hash=sha256:38d989c4b1075cd1f76abc68364059d822327cf1a932531d429795f4fc18be99
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -560,8 +560,8 @@ orjson==3.11.4 \
     --hash=sha256:09bf242a4af98732db9f9a1ec57ca2604848e16f132e3f72edfd3c5c96de009a
 ormsgpack==1.12.0 \
     --hash=sha256:8ed37f29772432048b58174e920a1d4c4cde0404a5d448d3d8bbcc95d86a6918
-osqp==1.0.5 \
-    --hash=sha256:0a90b8fee99daa00760bd336dd074731289690700d9e7eae3900db233f8bfa02
+osqp==1.1.1 \
+    --hash=sha256:b1bd86a9fb19f484705acdff47ec89d68af5c12fba9def921df503bc6bca8e39
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
 packaging==26.0 \
@@ -602,16 +602,16 @@ plotly==6.5.1 \
     --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
-plotpy==2.8.2 \
-    --hash=sha256:636ea8ce5ee4c81cfd40bc5da9e9a0cbb9a5152eb8051963b8dd3255d11137cf
+plotpy==2.8.3 \
+    --hash=sha256:c38be4690df31e0784b49c3438e201ec38954fb09e6509e2e90e27c4f745fc56
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
-polars==1.38.0 \
-    --hash=sha256:d7a31b47da8c9522aa38908c46ac72eab8eaf0c992e024f9c95fedba4cbe7759
-polars-runtime-32==1.38.0 \
-    --hash=sha256:46fbfb4ee6f8e1914dc0babfb6a138ead552db05a2d9e531c1fb19411b1a6744
+polars==1.38.1 \
+    --hash=sha256:a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
+polars-runtime-32==1.38.1 \
+    --hash=sha256:08c2b3b93509c1141ac97891294ff5c5b0c548a373f583eaaea873a4bf506437
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
 prince==0.16.5 \
@@ -790,8 +790,8 @@ qstylizer==0.2.4 \
     --hash=sha256:8f384dfe86f9edb0bb596b93663a51f124f0794b94fd54057cc7cf9cea59fb6f
 qtawesome==1.4.0 \
     --hash=sha256:a4d689fa071c595aa6184171ce1f0f847677cb8d2db45382c43129f1d72a3d93
-qtconsole==5.7.0 \
-    --hash=sha256:42ff0734269a77129097131ce96059f97dc864e6e061d7ed919609ccfe18dd22
+qtconsole==5.7.1 \
+    --hash=sha256:fa90f4944841d225114b8379d37f1a115b10594d7ee185f9c103fe644c193acd
 qtpy==2.4.3 \
     --hash=sha256:72095afe13673e017946cc258b8d5da43314197b741ed2890e563cf384b51aa1
 quantecon==0.10.1 \
@@ -866,8 +866,8 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.1 \
-    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
+skrub==0.7.2 \
+    --hash=sha256:0f6772a917267026b9be7c67b4f13891d9bdba8a566a1fa431a0b944b05d7481
 smmap==5.0.2 \
     --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
 sniffio==1.3.1 \
@@ -984,8 +984,8 @@ trio==0.32.0 \
     --hash=sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5
 trove-classifiers==2025.9.11.17 \
     --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
-twine==6.1.0 \
-    --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
@@ -1024,8 +1024,8 @@ waitress==3.0.2 \
     --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
 watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
-wcwidth==0.2.13 \
-    --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
 webcolors==24.11.1 \
     --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
 webencodings==0.5.1 \
@@ -1050,8 +1050,8 @@ wrapt==2.0.1 \
     --hash=sha256:9ca66b38dd642bf90c59b6738af8070747b610115a39af2498535f62b5cdc1c3
 wsproto==1.2.0 \
     --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
-xarray==2025.12.0 \
-    --hash=sha256:9e77e820474dbbe4c6c2954d0da6342aa484e33adaa96ab916b15a786181e970
+xarray==2026.1.0 \
+    --hash=sha256:5fcc03d3ed8dfb662aa254efe6cd65efc70014182bbc2126e4b90d291d970d41
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2_wheels.txt
new file mode 100644
index 00000000..06a790a3
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_11_1whlb2_wheels.txt
@@ -0,0 +1,1026 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+ansicolors==1.1.8 \
+    --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
+anthropic==0.76.0 \
+    --hash=sha256:81efa3113901192af2f0fe977d3ec73fdadb1e691586306c4256cd6d5ccc331c
+anyio==4.12.0 \
+    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
+arrow==1.3.0 \
+    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.10.0 \
+    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
+astroid==4.0.2 \
+    --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.0.5 \
+    --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
+asyncssh==2.21.0 \
+    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+atomicwrites==1.4.0 \
+    --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
+attrs==25.4.0 \
+    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
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+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.38.0 \
+    --hash=sha256:ab0c9b2cd71fecb1842d52c965c95285d3cfb38902f6766e4a471f1cd8905335
+azure-cosmos==4.14.4 \
+    --hash=sha256:7e386ef9723e4ddea892dcb315ebe9f41c83f8ab83eed4ebe4d2d908c5ff595c
+azure-identity==1.25.1 \
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+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
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+    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+binaryornot==0.4.4 \
+    --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
+black==25.12.0 \
+    --hash=sha256:252678f07f5bac4ff0d0e9b261fbb029fa530cfa206d0a636a34ab445ef8ca9d
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+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.0.dev7 \
+    --hash=sha256:2f50ccf0e7171baa0f6d0013a2cfe16b547c087961c441a51cfd1d5d2b4d5e28
+branca==0.8.1 \
+    --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
+brotli==1.2.0 \
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+    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+cffi==2.0.0 \
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+chardet==5.2.0 \
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+charset-normalizer==3.4.3 \
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+clarabel==0.11.1 \
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+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
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+    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
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+cycler==0.12.1 \
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+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+yt-dlp==2025.9.26 \
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+zict==3.0.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb2.txt
new file mode 100644
index 00000000..c888f332
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb2.txt
@@ -0,0 +1,1072 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
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+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
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+annotated-types==0.7.0 \
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+ansicolors==1.1.8 \
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+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
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+    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+asgi-csrf==0.11 \
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+    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
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+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
+astroid==4.0.2 \
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+astropy==7.1.1 \
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+astropy-iers-data==0.2026.1.12.0.42.13 \
+    --hash=sha256:1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba
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+async-lru==2.0.5 \
+    --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
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+    --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
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+    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
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+baresql==1.0.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2_wheels.txt
new file mode 100644
index 00000000..06a790a3
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb2_wheels.txt
@@ -0,0 +1,1026 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
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+ansicolors==1.1.8 \
+    --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
+anthropic==0.76.0 \
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+anyio==4.12.0 \
+    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
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+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.13.0 \
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+async-lru==2.0.5 \
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+atomicwrites==1.4.0 \
+    --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
+attrs==25.4.0 \
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+azure-core==1.38.0 \
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+    --hash=sha256:7e386ef9723e4ddea892dcb315ebe9f41c83f8ab83eed4ebe4d2d908c5ff595c
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+baresql==1.0.0 \
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+binaryornot==0.4.4 \
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+branca==0.8.1 \
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+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a
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+opentelemetry-sdk==1.38.0 \
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+requests-ntlm==1.3.0 \
+    --hash=sha256:4c7534a7d0e482bb0928531d621be4b2c74ace437e88c5a357ceb7452d25a510
+requests-toolbelt==1.0.0 \
+    --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
+rfc3339-validator==0.1.4 \
+    --hash=sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa
+rfc3986==2.0.0 \
+    --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
+rfc3986-validator==0.1.1 \
+    --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
+rich==14.2.0 \
+    --hash=sha256:76bc51fe2e57d2b1be1f96c524b890b816e334ab4c1e45888799bfaab0021edd
+roman-numerals-py==3.1.0 \
+    --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
+rope==1.14.0 \
+    --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
+rpds-py==0.27.1 \
+    --hash=sha256:f9025faafc62ed0b75a53e541895ca272815bec18abe2249ff6501c8f2e12b83
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
+rtree==1.4.0 \
+    --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
+ruff==0.15.0 \
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+rx==3.2.0 \
+    --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
+scikit-image==0.26.0 \
+    --hash=sha256:ac529eb9dbd5954f9aaa2e3fe9a3fd9661bfe24e134c688587d811a0233127f1
+scikit-learn==1.8.0 \
+    --hash=sha256:2de443b9373b3b615aec1bb57f9baa6bb3a9bd093f1269ba95c17d870422b271
+scipy==1.17.0 \
+    --hash=sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812
+scramp==1.4.5 \
+    --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
+scs==3.2.11 \
+    --hash=sha256:2f4ebc0be14783ce3fcda61c616a7e922ac528af033e44a0da952dda0fe98091
+seaborn==0.13.2 \
+    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+shapely==2.1.2 \
+    --hash=sha256:ca2591bff6645c216695bdf1614fca9c82ea1144d4a7591a466fef64f28f0715
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==3.20.2 \
+    --hash=sha256:a1a85013eb33e4820286139540accbe2c98d2da894b2dcefd280209db508e608
+simpy==4.1.1 \
+    --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
+skrub==0.7.2 \
+    --hash=sha256:0f6772a917267026b9be7c67b4f13891d9bdba8a566a1fa431a0b944b05d7481
+smmap==5.0.2 \
+    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.0.1 \
+    --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.3 \
+    --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
+soundfile==0.13.1 \
+    --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
+soupsieve==2.8 \
+    --hash=sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c
+sphinx==8.2.3 \
+    --hash=sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3
+sphinx-rtd-theme==3.0.2 \
+    --hash=sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13
+sphinxcontrib-applehelp==2.0.0 \
+    --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
+sphinxcontrib-devhelp==2.0.0 \
+    --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+sphinxcontrib-htmlhelp==2.1.0 \
+    --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+sphinxcontrib-jquery==4.1 \
+    --hash=sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae
+sphinxcontrib-jsmath==1.0.1 \
+    --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178
+sphinxcontrib-qthelp==2.0.0 \
+    --hash=sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb
+sphinxcontrib-serializinghtml==2.0.0 \
+    --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+spyder==6.1.2 \
+    --hash=sha256:f1e39e7c692e3683f5d805a09c5d83daa01bae52f8ff00f0a69b92ba7bd117fa
+spyder-kernels==3.1.2 \
+    --hash=sha256:3c30018732b5dc9b87de4d223195469d7699a761e87a6ed5a1321cd2b70f8c1e
+sqlalchemy==2.0.46 \
+    --hash=sha256:77f8071d8fbcbb2dd11b7fd40dedd04e8ebe2eb80497916efedba844298065ef
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.38 \
+    --hash=sha256:8a27441015c3b2ef475f555861f7a2592f73bc60d247af9803a11b65fc605bf9
+sqlparse==0.5.5 \
+    --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.1.2 \
+    --hash=sha256:cd800dd349f4521b317b9391d3796fa97b71748a4da9b9e00aafab32dda375c8
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==0.50.0 \
+    --hash=sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca
+statsmodels==0.14.6 \
+    --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233
+streamlit==1.54.0 \
+    --hash=sha256:a7b67d6293a9f5f6b4d4c7acdbc4980d7d9f049e78e404125022ecb1712f79fc
+superqt==0.7.6 \
+    --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tblib==3.1.0 \
+    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.0.0 \
+    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+tornado==6.5.4 \
+    --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.1 \
+    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+trio==0.32.0 \
+    --hash=sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5
+trove-classifiers==2025.9.11.17 \
+    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
+types-python-dateutil==2.9.0.20250822 \
+    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.2 \
+    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:34032aeca4510a7c7102bd5933f59a37f63891f30a0706fb46487ab6f0edf8f0
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.13.0 \
+    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
+uvicorn==0.40.0 \
+    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==24.11.1 \
+    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a
+wrapt==2.0.1 \
+    --hash=sha256:9ca66b38dd642bf90c59b6738af8070747b610115a39af2498535f62b5cdc1c3
+wsproto==1.2.0 \
+    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+xarray==2026.1.0 \
+    --hash=sha256:5fcc03d3ed8dfb662aa254efe6cd65efc70014182bbc2126e4b90d291d970d41
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392
+xyzservices==2025.4.0 \
+    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d
+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:1f830a0dac88719af0ae43b8b2d6aef487d437036468ef3c2ea59c51f9d55fd5
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt
index 17c00fd8..8313f5fb 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1slimfb2.txt
@@ -262,8 +262,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.1 \
     --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
-huggingface-hub==1.3.4 \
-    --hash=sha256:a0c526e76eb316e96a91e8a1a7a93cf66b0dd210be1a17bd5fc5ae53cba76bfd
+huggingface-hub==1.4.1 \
+    --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
 humanfriendly==10.0 \
     --hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477
 hupper==1.12.1 \
@@ -292,8 +292,8 @@ inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
     --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
-intervaltree==3.1.0 \
-    --hash=sha256:902b1b88936918f9b2a19e0e5eb7ccb430ae45cde4f39ea4b36932920d33952d
+intervaltree==3.2.1 \
+    --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
     --hash=sha256:2413bc441b376e5cd3f55bb5d364f973ad8bdd7bf87e53c79de3c11bf3feecc8
 ipycanvas==0.14.3 \
@@ -368,14 +368,14 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.2 \
-    --hash=sha256:76466ebcfdb7a9bb7e2fbd6459c0e2c032ccf75be673634a84bee4b3e6b13ab6
+jupyterlab==4.5.4 \
+    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
-jupyterlab-widgets==3.0.15 \
-    --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
+jupyterlab-widgets==3.0.16 \
+    --hash=sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
 keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
@@ -474,16 +474,16 @@ nh3==0.3.2 \
     --hash=sha256:dce4248edc427c9b79261f3e6e2b3ecbdd9b88c267012168b4a7b3fc6fd41d13
 nltk==3.9.1 \
     --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
-notebook==7.5.2 \
-    --hash=sha256:17d078a98603d70d62b6b4b3fcb67e87d7a68c398a7ae9b447eb2d7d9aec9979
+notebook==7.5.3 \
+    --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numpy==2.4.1 \
     --hash=sha256:8f085da926c0d491ffff3096f91078cc97ea67e7e6b65e490bc8dcda65663be2
 numpydoc==1.9.0 \
     --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
-openai==2.17.0 \
-    --hash=sha256:4f393fd886ca35e113aac7ff239bcd578b81d8f104f5aedc7d3693eb2af1d338
+openai==2.20.0 \
+    --hash=sha256:38d989c4b1075cd1f76abc68364059d822327cf1a932531d429795f4fc18be99
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -764,8 +764,8 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.1 \
-    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
+skrub==0.7.2 \
+    --hash=sha256:0f6772a917267026b9be7c67b4f13891d9bdba8a566a1fa431a0b944b05d7481
 smmap==5.0.2 \
     --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
 sniffio==1.3.1 \
@@ -868,8 +868,8 @@ trio==0.32.0 \
     --hash=sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5
 trove-classifiers==2025.9.11.17 \
     --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
-twine==6.1.0 \
-    --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
@@ -904,8 +904,8 @@ waitress==3.0.2 \
     --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
 watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
-wcwidth==0.2.13 \
-    --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
 webcolors==24.11.1 \
     --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
 webencodings==0.5.1 \
@@ -930,8 +930,8 @@ wrapt==2.0.1 \
     --hash=sha256:61c4956171c7434634401db448371277d07032a81cc21c599c22953374781395
 wsproto==1.2.0 \
     --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
-xarray==2025.12.0 \
-    --hash=sha256:9e77e820474dbbe4c6c2954d0da6342aa484e33adaa96ab916b15a786181e970
+xarray==2026.1.0 \
+    --hash=sha256:5fcc03d3ed8dfb662aa254efe6cd65efc70014182bbc2126e4b90d291d970d41
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt
index e8125c56..0892bb08 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_2_1whlb2_wheels.txt
@@ -94,6 +94,8 @@ brotli==1.2.0 \
     --hash=sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3
 build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+cachetools==6.2.2 \
+    --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
 cattrs==25.3.0 \
     --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
 certifi==2025.11.12 \
@@ -112,8 +114,8 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.2 \
-    --hash=sha256:26156d83bf3e3e4475e4caa1d8c4148475c5b0a253aee6066d83c643e9045be6
+cohere==5.20.5 \
+    --hash=sha256:25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorlog==6.9.0 \
@@ -126,12 +128,16 @@ cookiecutter==2.6.0 \
     --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
 cryptography==46.0.3 \
     --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
+cvxpy==1.8.1 \
+    --hash=sha256:e904716c1d9a7e2a482e40c2cbbc431989cfb09a6c15a9f053b64b5f397d3803
 cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
 cython==3.2.4 \
     --hash=sha256:732fc93bc33ae4b14f6afaca663b916c2fdd5dcbfad7114e17fb2434eeaea45c
 cytoolz==1.1.0 \
     --hash=sha256:472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec
+dask==2026.1.1 \
+    --hash=sha256:146b0ef2918eb581e06139183a88801b4a8c52d7c37758a91f8c3b75c54b0e15
 datasette==0.65.2 \
     --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
 datasette-graphql==2.2 \
@@ -148,10 +154,10 @@ diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
     --hash=sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049
+distributed==2026.1.1 \
+    --hash=sha256:506759b1ed88e45e12ba65e2a429de9911862db55d27dd8bb293c6268430374e
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
-django==6.0.1 \
-    --hash=sha256:a92a4ff14f664a896f9849009cb8afaca7abe0d6fc53325f3d1895a15253433d
 dnspython==2.7.0 \
     --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
 docstring-parser==0.17.0 \
@@ -186,6 +192,8 @@ flake8==7.1.1 \
     --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
 flask==3.1.2 \
     --hash=sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
 flexcache==0.3 \
     --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
 flexparser==0.4 \
@@ -214,6 +222,10 @@ geopandas==1.1.2 \
     --hash=sha256:2bb0b1052cb47378addb4ba54c47f8d4642dcbda9b61375638274f49d9f0bb0d
 geopy==2.4.1 \
     --hash=sha256:ae8b4bc5c1131820f4d75fce9d4aaaca0c85189b3aa5d64c3dcaf5e3b7b882a7
+gitdb==4.0.12 \
+    --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
+gitpython==3.1.46 \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
 google-auth==2.47.0 \
     --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
 google-genai==1.58.0 \
@@ -244,6 +256,8 @@ hatchling==1.28.0 \
     --hash=sha256:dc48722b68b3f4bbfa3ff618ca07cdea6750e7d03481289ffa8be1521d18a961
 hf-xet==1.2.0 \
     --hash=sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69
+highspy==1.13.1 \
+    --hash=sha256:242d00f46b09c9d6f077881739d7487030a9ed2c56bcd28f3e8d5942da407df4
 hpack==4.1.0 \
     --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496
 html5lib==1.1 \
@@ -256,8 +270,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.1 \
     --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
-huggingface-hub==1.3.4 \
-    --hash=sha256:a0c526e76eb316e96a91e8a1a7a93cf66b0dd210be1a17bd5fc5ae53cba76bfd
+huggingface-hub==1.4.1 \
+    --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hypercorn==0.17.3 \
@@ -282,8 +296,8 @@ inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
 iniconfig==2.1.0 \
     --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
-intervaltree==3.1.0 \
-    --hash=sha256:902b1b88936918f9b2a19e0e5eb7ccb430ae45cde4f39ea4b36932920d33952d
+intervaltree==3.2.1 \
+    --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
     --hash=sha256:2413bc441b376e5cd3f55bb5d364f973ad8bdd7bf87e53c79de3c11bf3feecc8
 ipycanvas==0.14.3 \
@@ -360,34 +374,36 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.2 \
-    --hash=sha256:76466ebcfdb7a9bb7e2fbd6459c0e2c032ccf75be673634a84bee4b3e6b13ab6
+jupyterlab==4.5.4 \
+    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
     --hash=sha256:e4355b148fdcf34d312bbbc80f22467d6d20460e8b8736bf235577dd18506968
-jupyterlab-widgets==3.0.15 \
-    --hash=sha256:d59023d7d7ef71400d51e6fee9a88867f6e65e10a4201605d2d7f3e8f012a31c
-keras==3.13.1 \
-    --hash=sha256:6593be2e9d057921cd0413b4552c05fe1df73ea4bb03a4f3ec94532077b3e508
+jupyterlab-widgets==3.0.16 \
+    --hash=sha256:45fa36d9c6422cf2559198e4db481aa243c7a32d9926b500781c830c80f7ecf8
+keras==3.13.2 \
+    --hash=sha256:14b2afc0f9c636cc295d28efc36aae42fc52e7b892c950eec33f3befe4d22fb5
 keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.4.9 \
     --hash=sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7
 langchain==1.2.6 \
     --hash=sha256:a9a6c39f03c09b6eb0f1b47e267ad2a2fd04e124dfaa9753bd6c11d2fe7d944e
-langchain-core==1.2.9 \
-    --hash=sha256:7e5ecba5ed7a65852e8d5288e9ceeba05340fa9baf32baf672818b497bbaea8f
+langchain-core==1.2.11 \
+    --hash=sha256:ae11ceb8dda60d0b9d09e763116e592f1683327c17be5b715f350fd29aee65d3
 langgraph==1.0.6 \
     --hash=sha256:bcfce190974519c72e29f6e5b17f0023914fd6f936bfab8894083215b271eb89
 langgraph-checkpoint==4.0.0 \
     --hash=sha256:3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784
 langgraph-prebuilt==1.0.6 \
     --hash=sha256:9fdc35048ff4ac985a55bd2a019a86d45b8184551504aff6780d096c678b39ae
-langgraph-sdk==0.3.3 \
-    --hash=sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b
-langsmith==0.6.8 \
-    --hash=sha256:d17da18aeef15fdb4c3baec348bad64056591d785629cd5ba4846fd93cab166b
+langgraph-sdk==0.3.5 \
+    --hash=sha256:bcfa1dcbddadb604076ce46f5e08969538735e5ac47fa863d4fac5a512dab5c9
+langsmith==0.7.1 \
+    --hash=sha256:92cfa54253d35417184c297ad25bfd921d95f15d60a1ca75f14d4e7acd152a29
+lazy-loader==0.4 \
+    --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
     --hash=sha256:3d1322800771bee4a91f3b4bd4e49abc7d35e65166821086e5afd1e6c0d9be44
 llvmlite==0.46.0 \
@@ -448,6 +464,8 @@ msal==1.34.0 \
     --hash=sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1
 msal-extensions==1.3.1 \
     --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca
+msgpack==1.1.2 \
+    --hash=sha256:9ade919fac6a3e7260b7f64cea89df6bec59104987cbea34d34a2fa15d74310b
 multidict==6.7.0 \
     --hash=sha256:2f67396ec0310764b9222a1728ced1ab638f61aadc6226f17a71dd9324f9a99c
 mypy==1.19.1 \
@@ -472,8 +490,8 @@ nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
 nltk==3.9.1 \
     --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
-notebook==7.5.2 \
-    --hash=sha256:17d078a98603d70d62b6b4b3fcb67e87d7a68c398a7ae9b447eb2d7d9aec9979
+notebook==7.5.3 \
+    --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numba==0.64.0rc1 \
@@ -482,8 +500,10 @@ numpy==2.4.2 \
     --hash=sha256:068cdb2d0d644cdb45670810894f6a0600797a69c05f1ac478e8d31670b8ee75
 numpydoc==1.9.0 \
     --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
-openai==2.17.0 \
-    --hash=sha256:4f393fd886ca35e113aac7ff239bcd578b81d8f104f5aedc7d3693eb2af1d338
+onnxruntime==1.24.1 \
+    --hash=sha256:ea4942104805e868f3ddddfa1fbb58b04503a534d489ab2d1452bbfa345c78c2
+openai==2.20.0 \
+    --hash=sha256:38d989c4b1075cd1f76abc68364059d822327cf1a932531d429795f4fc18be99
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -506,12 +526,14 @@ orjson==3.11.4 \
     --hash=sha256:0a54d6635fa3aaa438ae32e8570b9f0de36f3f6562c308d2a2a452e8b0592db1
 ormsgpack==1.12.0 \
     --hash=sha256:4e418256c5d8622b8bc92861936f7c6a0131355e7bcad88a42102ae8227f8a1c
+osqp==1.1.1 \
+    --hash=sha256:514b2e1d14b5bad9a91ff4dbcbad8da75ef4fb5eee18864e0bbbb620fc6dbcd7
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
 packaging==26.0 \
     --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
-pandas==3.0.0 \
-    --hash=sha256:083b11415b9970b6e7888800c43c82e81a06cd6b06755d84804444f0007d6bb7
+pandas==2.3.3 \
+    --hash=sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5
 pandocfilters==1.5.1 \
     --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc
 papermill==2.6.0 \
@@ -534,8 +556,8 @@ pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
 pillow==12.1.0 \
     --hash=sha256:4f9f6a650743f0ddee5593ac9e954ba1bdbc5e150bc066586d4f26127853ab94
-pip==25.3 \
-    --hash=sha256:9655943313a94722b7774661c21049070f6bbb0a1516bf02f7c8d5d9201514cd
+pip==26.0.1 \
+    --hash=sha256:bdb1b08f4274833d62c1aa29e20907365a2ceb950410df15fc9521bad440122b
 pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
@@ -548,10 +570,10 @@ pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
-polars==1.38.0 \
-    --hash=sha256:d7a31b47da8c9522aa38908c46ac72eab8eaf0c992e024f9c95fedba4cbe7759
-polars-runtime-32==1.38.0 \
-    --hash=sha256:46fbfb4ee6f8e1914dc0babfb6a138ead552db05a2d9e531c1fb19411b1a6744
+polars==1.38.1 \
+    --hash=sha256:a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
+polars-runtime-32==1.38.1 \
+    --hash=sha256:08c2b3b93509c1141ac97891294ff5c5b0c548a373f583eaaea873a4bf506437
 prettytable==3.16.0 \
     --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
 prince==0.16.5 \
@@ -578,6 +600,8 @@ ptyprocess==0.7.0 \
     --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35
 pure-eval==0.2.3 \
     --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0
+pyarrow==23.0.0 \
+    --hash=sha256:5b86bb649e4112fb0614294b7d0a175c7513738876b89655605ebb87c804f861
 pyasn1==0.6.1 \
     --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629
 pyasn1-modules==0.4.1 \
@@ -600,6 +624,8 @@ pydantic-graph==1.12.0 \
     --hash=sha256:6ea55fa40c4494935400dc820d414a409210baf61371062910b16385141adcc0
 pydantic-settings==2.11.0 \
     --hash=sha256:fe2cea3413b9530d10f3a5875adffb17ada5c1e1bab0b2885546d7310415207c
+pydeck==0.9.1 \
+    --hash=sha256:b3f75ba0d273fc917094fa61224f3f6076ca8752b93d46faf3bcfd9f9d59b038
 pydocstyle==6.3.0 \
     --hash=sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019
 pydot==4.0.1 \
@@ -692,6 +718,8 @@ pytokens==0.3.0 \
     --hash=sha256:95b2b5eaf832e469d141a378872480ede3f251a5a5041b8ec6e581d3ac71bbf3
 pytoolconfig==1.3.1 \
     --hash=sha256:5d8cea8ae1996938ec3eaf44567bbc5ef1bc900742190c439a44a704d6e1b62b
+pytz==2025.2 \
+    --hash=sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00
 pyuca==1.2 \
     --hash=sha256:abaa12e1bd2c7c68ca8396ff8383bc0654a739cef3ae68fd7af58bf29af0a91e
 pyusb==1.3.1 \
@@ -718,8 +746,8 @@ qstylizer==0.2.4 \
     --hash=sha256:8f384dfe86f9edb0bb596b93663a51f124f0794b94fd54057cc7cf9cea59fb6f
 qtawesome==1.4.0 \
     --hash=sha256:a4d689fa071c595aa6184171ce1f0f847677cb8d2db45382c43129f1d72a3d93
-qtconsole==5.7.0 \
-    --hash=sha256:42ff0734269a77129097131ce96059f97dc864e6e061d7ed919609ccfe18dd22
+qtconsole==5.7.1 \
+    --hash=sha256:fa90f4944841d225114b8379d37f1a115b10594d7ee185f9c103fe644c193acd
 qtpy==2.4.3 \
     --hash=sha256:72095afe13673e017946cc258b8d5da43314197b741ed2890e563cf384b51aa1
 quantecon==0.10.1 \
@@ -766,6 +794,8 @@ ruff==0.15.0 \
     --hash=sha256:dd5e4d3301dc01de614da3cdffc33d4b1b96fb89e45721f1598e5532ccf78b18
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
+scikit-image==0.26.0 \
+    --hash=sha256:0660b83968c15293fd9135e8d860053ee19500d52bf55ca4fb09de595a1af650
 scikit-learn==1.8.0 \
     --hash=sha256:56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6
 scipy==1.17.0 \
@@ -792,8 +822,10 @@ six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
 sklearn-compat==0.1.5 \
     --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
-skrub==0.7.1 \
-    --hash=sha256:591a434f9345e1c866248783c73cccd2a1ac94932d9f22d20d47e5460f5bec7d
+skrub==0.7.2 \
+    --hash=sha256:0f6772a917267026b9be7c67b4f13891d9bdba8a566a1fa431a0b944b05d7481
+smmap==5.0.2 \
+    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
 sniffio==1.3.1 \
     --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
 snowballstemmer==3.0.1 \
@@ -850,6 +882,8 @@ starlette==0.50.0 \
     --hash=sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca
 statsmodels==0.14.6 \
     --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
+streamlit==1.54.0 \
+    --hash=sha256:a7b67d6293a9f5f6b4d4c7acdbc4980d7d9f049e78e404125022ecb1712f79fc
 superqt==0.7.6 \
     --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
 sv-ttk==2.6.0 \
@@ -858,6 +892,8 @@ sympy==1.14.0 \
     --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
 tabulate==0.9.0 \
     --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tblib==3.1.0 \
+    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
 tenacity==9.1.2 \
     --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
 termcolor==3.1.0 \
@@ -874,12 +910,16 @@ threadpoolctl==3.6.0 \
     --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
 three-merge==0.1.1 \
     --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
 tiktoken==0.12.0 \
     --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
 tinycss2==1.4.0 \
     --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
 tokenizers==0.22.2 \
     --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
 tomli-w==1.2.0 \
     --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
 tomlkit==0.14.0 \
@@ -898,8 +938,8 @@ trio==0.32.0 \
     --hash=sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5
 trove-classifiers==2025.9.11.17 \
     --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
-twine==6.1.0 \
-    --hash=sha256:a47f973caf122930bf0fbbf17f80b83bc1602c9ce393c7845f289a3001dc5384
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
@@ -936,8 +976,8 @@ waitress==3.0.2 \
     --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
 watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
-wcwidth==0.2.13 \
-    --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
 webcolors==24.11.1 \
     --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
 webencodings==0.5.1 \
@@ -960,8 +1000,8 @@ wrapt==2.0.1 \
     --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c
 wsproto==1.2.0 \
     --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
-xarray==2025.12.0 \
-    --hash=sha256:9e77e820474dbbe4c6c2954d0da6342aa484e33adaa96ab916b15a786181e970
+xarray==2026.1.0 \
+    --hash=sha256:5fcc03d3ed8dfb662aa254efe6cd65efc70014182bbc2126e4b90d291d970d41
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
@@ -974,6 +1014,8 @@ yarl==1.22.0 \
     --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
 yt-dlp==2025.9.26 \
     --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
 zipp==3.23.0 \
     --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
 zstandard==0.25.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt
new file mode 100644
index 00000000..9b4b3d06
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt
@@ -0,0 +1,1068 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:9bf9f7a65e7aa20dd764151fb3d616c81088f91f8df39c3893a536e279b4b984
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+ansicolors==1.1.8 \
+    --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
+anthropic==0.76.0 \
+    --hash=sha256:81efa3113901192af2f0fe977d3ec73fdadb1e691586306c4256cd6d5ccc331c
+anyio==4.12.0 \
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+rich==14.2.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb2.txt
new file mode 100644
index 00000000..8313f5fb
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb2.txt
@@ -0,0 +1,950 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt
new file mode 100644
index 00000000..0892bb08
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt
@@ -0,0 +1,1022 @@
+absl-py==2.3.1 \
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+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.38 \
+    --hash=sha256:8a27441015c3b2ef475f555861f7a2592f73bc60d247af9803a11b65fc605bf9
+sqlparse==0.5.5 \
+    --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.1.2 \
+    --hash=sha256:cd800dd349f4521b317b9391d3796fa97b71748a4da9b9e00aafab32dda375c8
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==0.50.0 \
+    --hash=sha256:9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca
+statsmodels==0.14.6 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
+streamlit==1.54.0 \
+    --hash=sha256:a7b67d6293a9f5f6b4d4c7acdbc4980d7d9f049e78e404125022ecb1712f79fc
+superqt==0.7.6 \
+    --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tblib==3.1.0 \
+    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.0.0 \
+    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+tornado==6.5.4 \
+    --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.1 \
+    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+trio==0.32.0 \
+    --hash=sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5
+trove-classifiers==2025.9.11.17 \
+    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
+types-python-dateutil==2.9.0.20250822 \
+    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.2 \
+    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.13.0 \
+    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
+uvicorn==0.40.0 \
+    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==24.11.1 \
+    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wrapt==2.0.1 \
+    --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c
+wsproto==1.2.0 \
+    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+xarray==2026.1.0 \
+    --hash=sha256:5fcc03d3ed8dfb662aa254efe6cd65efc70014182bbc2126e4b90d291d970d41
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.4.0 \
+    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2

From d66919c714a443542427475e45d14459c9885359 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 14 Feb 2026 11:34:10 +0100
Subject: [PATCH 040/157] figuring-out better the wheel requirement file name

---
 .github/workflows/github_workflows_build-2026_01.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 6ca6f34e..f36f2324 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -115,7 +115,7 @@ jobs:
           # 2. Generate requirement files expected names dynamically
           $V_TAG = $env:WINPYVER2 -replace '\.', '_'
           $testreq = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
-          $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)_wheels$($env:my_release_level).txt"
+          $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.txt"
 
           Write-Host "Checking for requirements files: $testreq and $testwhl (expected arch $detected_arch)"
 

From b824e87e79b6be5811c997b11dcb643b7eccd08c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 14 Feb 2026 19:52:42 +0100
Subject: [PATCH 041/157] last minute plotpy-2.8.4 for Python-3.14

---
 .../pylock.64-3_14_3_0slimb2.toml             | 19 +++++++++++++++----
 .../pylock.64-3_14_3_0whlb2_wheels.toml       | 19 +++++++++++++++----
 .../requir.64-3_14_3_0slimb2.txt              |  6 ++++--
 .../requir.64-3_14_3_0whlb2_wheels.txt        |  6 ++++--
 4 files changed, 38 insertions(+), 12 deletions(-)

diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb2.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb2.toml
index ca368899..94a47bc5 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb2.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb2.toml
@@ -1433,14 +1433,14 @@ sha256 = "6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731"
 
 [[packages]]
 name = "guidata"
-version = "3.13.4"
+version = "3.14.1"
 
 [[packages.wheels]]
-name = "guidata-3.13.4-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e3/e4/4adcf39f557dae5dfad2d184fa887ee2343cb8c042c7d2f4099030b5bb3a/guidata-3.13.4-py3-none-any.whl"
+name = "guidata-3.14.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5d/b3/5bea189ac5ce2e8ca46d0d218a3ee7f19a7cca10fdc81356ebb0e884a4eb/guidata-3.14.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7"
+sha256 = "d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b"
 
 [[packages]]
 name = "h11"
@@ -3312,6 +3312,17 @@ url = "https://files.pythonhosted.org/packages/d8/79/eb59d10e13b151a514a8af3b1dc
 [packages.wheels.hashes]
 sha256 = "39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1"
 
+[[packages]]
+name = "plotpy"
+version = "2.8.4"
+
+[[packages.wheels]]
+name = "plotpy-2.8.4-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/d3/35/e281f435a29767b7fd0d0628032675bb56ba7cc15cbcefd0961cb0427f33/plotpy-2.8.4-cp314-cp314-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "fdb8cadbd1a44cf5cdc8320b707d6a424d24c9ddf66c62862fa8c86a994128f0"
+
 [[packages]]
 name = "pluggy"
 version = "1.6.0"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb2_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb2_wheels.toml
index 86d8d1b1..a6251399 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb2_wheels.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb2_wheels.toml
@@ -1356,14 +1356,14 @@ sha256 = "6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731"
 
 [[packages]]
 name = "guidata"
-version = "3.13.4"
+version = "3.14.1"
 
 [[packages.wheels]]
-name = "guidata-3.13.4-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e3/e4/4adcf39f557dae5dfad2d184fa887ee2343cb8c042c7d2f4099030b5bb3a/guidata-3.13.4-py3-none-any.whl"
+name = "guidata-3.14.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5d/b3/5bea189ac5ce2e8ca46d0d218a3ee7f19a7cca10fdc81356ebb0e884a4eb/guidata-3.14.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7"
+sha256 = "d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b"
 
 [[packages]]
 name = "h11"
@@ -3125,6 +3125,17 @@ url = "https://files.pythonhosted.org/packages/d8/79/eb59d10e13b151a514a8af3b1dc
 [packages.wheels.hashes]
 sha256 = "39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1"
 
+[[packages]]
+name = "plotpy"
+version = "2.8.4"
+
+[[packages.wheels]]
+name = "plotpy-2.8.4-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/d3/35/e281f435a29767b7fd0d0628032675bb56ba7cc15cbcefd0961cb0427f33/plotpy-2.8.4-cp314-cp314-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "fdb8cadbd1a44cf5cdc8320b707d6a424d24c9ddf66c62862fa8c86a994128f0"
+
 [[packages]]
 name = "pluggy"
 version = "1.6.0"
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt
index 9b4b3d06..62b95a19 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb2.txt
@@ -258,8 +258,8 @@ griffe==1.14.0 \
     --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
 groq==1.0.0 \
     --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
-guidata==3.13.4 \
-    --hash=sha256:ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7
+guidata==3.14.1 \
+    --hash=sha256:d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.2.0 \
@@ -600,6 +600,8 @@ plotly==6.5.1 \
     --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
+plotpy==2.8.4 \
+    --hash=sha256:fdb8cadbd1a44cf5cdc8320b707d6a424d24c9ddf66c62862fa8c86a994128f0
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt
index 0892bb08..7bf3e776 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb2_wheels.txt
@@ -244,8 +244,8 @@ griffe==1.14.0 \
     --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
 groq==1.0.0 \
     --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
-guidata==3.13.4 \
-    --hash=sha256:ee5660a2dbee1fc1e738fc41f0a3dd68bc240ca4bc92a696e95232f2cc8999a7
+guidata==3.14.1 \
+    --hash=sha256:d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.2.0 \
@@ -566,6 +566,8 @@ plotly==6.5.1 \
     --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
+plotpy==2.8.4 \
+    --hash=sha256:fdb8cadbd1a44cf5cdc8320b707d6a424d24c9ddf66c62862fa8c86a994128f0
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \

From 2838caa12d1e554902780c0bc460a264bbd00fd2 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 21 Feb 2026 19:45:42 +0100
Subject: [PATCH 042/157] testing parameter poka-yoke

---
 .github/workflows/github_workflows_build-2026_01.yml | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index f36f2324..09b73d0d 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -82,7 +82,7 @@ jobs:
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dac2dc871cc9d170a9930985269b6f3e9e2fc364a6c8eb3c2e8b61f204a67f2c'
             }
             '3.15' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.1.1'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.15.0a6+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dff60468871dd808defc3040b7f4c7dfb4a9f3075273646a8c966aea86fd65fa'
             }
@@ -97,6 +97,7 @@ jobs:
           my_cycle: ${{ env.my_cycle }}
           my_release_level: ${{ env.my_release_level }}
           FLAVOR_NAME: ${{ matrix.flavor.name }}
+          python_source: ${{ steps.python_config.outputs.src }}
         run: |
           # Normalize PYTHON_VERSION by removing trailing 'F' if present
           $PYTHON_VERSION = $env:PYTHON_VERSIONF -replace 'F$',''
@@ -109,6 +110,15 @@ jobs:
           $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '\\.', '')
           Add-Content -Path $env:GITHUB_ENV -Value "build_location=$BUILD_LOCATION"
 
+          # check consistency of parametrizing:
+          $python_version=([version]$WINPYVER2).ToString(3)
+          if ($env:python_source.Contains($python_version)) {
+            Write-Host "Success: Found '$python_version' in $env:python_source"
+          } else {
+            Write-Error "Error: '$python_version' not found in $env:python_source !"
+            exit 1
+          }
+
           $WINPYREQUIREMENTS = ''
           $WINPYREQUIREMENTSwhl = ''
 

From 08c00c8928cc4900c66073c4e6daca389fcc253a Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 21 Feb 2026 19:48:29 +0100
Subject: [PATCH 043/157] error check ok, and now the non-error check

---
 .github/workflows/github_workflows_build-2026_01.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 09b73d0d..56dfb40e 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -82,7 +82,7 @@ jobs:
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dac2dc871cc9d170a9930985269b6f3e9e2fc364a6c8eb3c2e8b61f204a67f2c'
             }
             '3.15' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.1.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.15.0a6+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dff60468871dd808defc3040b7f4c7dfb4a9f3075273646a8c966aea86fd65fa'
             }

From 71a3de990932c5ac51a55406c220ac79acddaadd Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 22 Feb 2026 20:07:59 +0100
Subject: [PATCH 044/157] 2026-01 b3

python-3.15.0a6 free-threading attempt
---
 .../github_workflows_build-2026_01.yml        |    7 +-
 .../pylock.64-3_13_12_0dotb3.toml             |  101 +
 .../pylock.64-3_13_12_0slimb3.toml            | 5898 +++++++++++++++++
 .../pylock.64-3_13_12_0whlb3.toml             |  101 +
 .../pylock.64-3_13_12_0whlb3_wheels.toml      | 5645 ++++++++++++++++
 .../pylock.64-3_14_3_0dotb3.toml              |  101 +
 .../pylock.64-3_14_3_0freeb3.toml             |  101 +
 .../pylock.64-3_14_3_0slimb3.toml             | 5887 ++++++++++++++++
 .../pylock.64-3_14_3_0slimfb3.toml            | 5227 +++++++++++++++
 .../pylock.64-3_14_3_0whlb3.toml              |  101 +
 .../pylock.64-3_14_3_0whlb3_wheels.toml       | 5634 ++++++++++++++++
 .../pylock.64-3_15_0_1dotb3.toml              |  101 +
 .../pylock.64-3_15_0_1freeb3.toml             |  101 +
 .../requir.64-3_13_12_0dotb3.txt              |   18 +
 .../requir.64-3_13_12_0slimb3.txt             | 1072 +++
 .../requir.64-3_13_12_0whlb3.txt              |   18 +
 .../requir.64-3_13_12_0whlb3_wheels.txt       | 1026 +++
 .../cycle_2026_01/requir.64-3_14_3_0dotb3.txt |   18 +
 .../requir.64-3_14_3_0freeb3.txt              |   18 +
 .../requir.64-3_14_3_0slimb3.txt              | 1070 +++
 .../requir.64-3_14_3_0slimfb3.txt             |  950 +++
 .../cycle_2026_01/requir.64-3_14_3_0whlb3.txt |   18 +
 .../requir.64-3_14_3_0whlb3_wheels.txt        | 1024 +++
 .../cycle_2026_01/requir.64-3_15_0_1dotb3.txt |   18 +
 .../requir.64-3_15_0_1freeb3.txt              |   18 +
 25 files changed, 34272 insertions(+), 1 deletion(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0freeb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimfb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_15_0_1freeb3.toml
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 56dfb40e..80d8544f 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -18,7 +18,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_01"
-  my_release_level: "b2"
+  my_release_level: "b3"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -86,6 +86,11 @@ jobs:
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.15.0a6+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dff60468871dd808defc3040b7f4c7dfb4a9f3075273646a8c966aea86fd65fa'
             }
+            '3.15F' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.15.0a6+20260211-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=b89ec64a4bb8394c118de3d7d521ea83f6d7106e40186de90e152b3ec0108ed1'
+            }
           }
 
       - name: Set static and matrix variables based on selected Python version
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml
new file mode 100644
index 00000000..cff70bc4
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "build-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.0"
+
+[[packages.wheels]]
+name = "packaging-26.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "80.9.0"
+
+[[packages.wheels]]
+name = "setuptools-80.9.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"
+
+[[packages]]
+name = "sqlite-bro"
+version = "0.13.1"
+
+[[packages.wheels]]
+name = "sqlite_bro-0.13.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2a/b3/81b91f5b26fff329c59dbf826a87637bd51d1903120427912322f86e7d33/sqlite_bro-0.13.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d"
+
+[[packages]]
+name = "sv-ttk"
+version = "2.6.0"
+
+[[packages.wheels]]
+name = "sv_ttk-2.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0f/3d/be0abc3202e90f282ad465f4e7c6e41bc8dce810ce5d1611566a1e7dfba8/sv_ttk-2.6.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
+
+[[packages]]
+name = "wheel"
+version = "0.45.1"
+
+[[packages.wheels]]
+name = "wheel-0.45.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+
+[[packages]]
+name = "wppm"
+version = "17.2.20250823"
+
+[[packages.wheels]]
+name = "wppm-17.2.20250823-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ae/a9/2581cc7f91354eada41367bf68b91b1b7fba6cb6fb469f500dbaf6191539/wppm-17.2.20250823-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml
new file mode 100644
index 00000000..a956b46d
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml
@@ -0,0 +1,5898 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "absl-py"
+version = "2.3.1"
+
+[[packages.wheels]]
+name = "absl_py-2.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
+
+[[packages]]
+name = "adbc-driver-manager"
+version = "1.10.0"
+
+[[packages.wheels]]
+name = "adbc_driver_manager-1.10.0-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/97/c2/2ed6c856dd56bbc0a45aaab67f6b1f0a846296f20d5ad625a3c5e7084e4f/adbc_driver_manager-1.10.0-cp313-cp313-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef"
+
+[[packages]]
+name = "aiofiles"
+version = "25.1.0"
+
+[[packages.wheels]]
+name = "aiofiles-25.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"
+
+[[packages]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+
+[[packages.wheels]]
+name = "aiohappyeyeballs-2.6.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"
+
+[[packages]]
+name = "aiohttp"
+version = "3.13.3"
+
+[[packages.wheels]]
+name = "aiohttp-3.13.3-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/4e/f1/ab0395f8a79933577cdd996dd2f9aa6014af9535f65dddcf88204682fe62/aiohttp-3.13.3-cp313-cp313-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e"
+
+[[packages]]
+name = "aiosignal"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "aiosignal-1.4.0-py3-none-any.whl"
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index 00000000..cff70bc4
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index 00000000..9c697a46
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+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt
new file mode 100644
index 00000000..4692b2b3
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt
@@ -0,0 +1,1072 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+ansicolors==1.1.8 \
+    --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
+anthropic==0.83.0 \
+    --hash=sha256:f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810
+anyio==4.12.0 \
+    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.13.0 \
+    --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
+arrow==1.3.0 \
+    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.10.0 \
+    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
+astroid==4.0.2 \
+    --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
+astropy==7.1.1 \
+    --hash=sha256:0a3d70df518cb7f400f4ec496b2cbba887c0a0c596fbb15e9bda4fcba07c3f59
+astropy-iers-data==0.2026.1.12.0.42.13 \
+    --hash=sha256:1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.0.5 \
+    --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
+asyncssh==2.21.0 \
+    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+atomicwrites==1.4.0 \
+    --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
+attrs==25.4.0 \
+    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.38.0 \
+    --hash=sha256:ab0c9b2cd71fecb1842d52c965c95285d3cfb38902f6766e4a471f1cd8905335
+azure-cosmos==4.14.4 \
+    --hash=sha256:7e386ef9723e4ddea892dcb315ebe9f41c83f8ab83eed4ebe4d2d908c5ff595c
+azure-identity==1.25.1 \
+    --hash=sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beautifulsoup4==4.14.2 \
+    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+binaryornot==0.4.4 \
+    --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
+black==26.1.0 \
+    --hash=sha256:91a68ae46bf07868963671e4d05611b179c2313301bd756a89ad4e3b3db2325b
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.8.2 \
+    --hash=sha256:5e2c0d84f75acb25d60efb9e4d2f434a791c4639b47d685534194c4e07bd0111
+branca==0.8.1 \
+    --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
+brotli==1.2.0 \
+    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+cachetools==6.2.2 \
+    --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
+certifi==2025.11.12 \
+    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+cffi==2.0.0 \
+    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75
+chardet==5.2.0 \
+    --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
+charset-normalizer==3.4.3 \
+    --hash=sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef
+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
+click==8.3.1 \
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+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+cohere==5.20.5 \
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+colorama==0.4.6 \
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+colorcet==3.1.0 \
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+colorlog==6.9.0 \
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+comm==0.2.3 \
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+contourpy==1.3.3 \
+    --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263
+cookiecutter==2.6.0 \
+    --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
+cryptography==46.0.3 \
+    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
+cvxopt==1.3.3 \
+    --hash=sha256:2f7ab5f27caa8c158b6dd8724a75f4a4b1666e1eac7394b4115d920c093e542e
+cvxpy==1.8.1 \
+    --hash=sha256:e7d8348d743c6d49918ed9716e7f1d4fa7a181602c37bf6c169b83e3d5cb02ee
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.2.4 \
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+cytoolz==1.1.0 \
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+dask==2026.1.2 \
+    --hash=sha256:46a0cf3b8d87f78a3d2e6b145aea4418a6d6d606fe6a16c79bd8ca2bb862bc91
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+datasette-graphql==2.2 \
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+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+dnspython==2.7.0 \
+    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
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+google-auth==2.47.0 \
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+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
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+yt-dlp==2025.9.26 \
+    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+zict==3.0.0 \
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+zipp==3.23.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt
new file mode 100644
index 00000000..028e2adf
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt
@@ -0,0 +1,1026 @@
+absl-py==2.3.1 \
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+aiofiles==25.1.0 \
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+yt-dlp==2025.9.26 \
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+zict==3.0.0 \
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+zipp==3.23.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
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+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt
new file mode 100644
index 00000000..6a677387
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt
@@ -0,0 +1,1070 @@
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+    --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
+tqdm==4.67.1 \
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+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.1 \
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+trio==0.33.0 \
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+trove-classifiers==2025.9.11.17 \
+    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
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+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
+types-python-dateutil==2.9.0.20250822 \
+    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
+types-requests==2.32.4.20260107 \
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+uc-micro-py==1.0.3 \
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+yt-dlp==2025.9.26 \
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+zict==3.0.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt
new file mode 100644
index 00000000..2d82d16d
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt
@@ -0,0 +1,950 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.13.3 \
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+alabaster==1.0.0 \
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+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt
new file mode 100644
index 00000000..b9b10695
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt
@@ -0,0 +1,1024 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
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+aiofiles==25.1.0 \
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+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt
new file mode 100644
index 00000000..ff195bac
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==80.9.0 \
+    --hash=sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.45.1 \
+    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From 1d5ef69616d8408472696fc916e9b748e13b69e8 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 22 Feb 2026 20:09:52 +0100
Subject: [PATCH 045/157] miss

---
 .github/workflows/github_workflows_build-2026_01.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 80d8544f..97ca0f6e 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -13,6 +13,7 @@ on:
           - '3.14'
           - '3.14F'
           - '3.15'
+          - '3.15F'
 
 env:
   # === Global Configuration ===

From db23ae4c2d9f9ac74a1ec7e1e4d9e3b27227b3f1 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Tue, 24 Feb 2026 21:34:25 +0100
Subject: [PATCH 046/157] 2026-01 b3 updates and alignment of whl

---
 .../pylock.64-3_13_12_0dotb3.toml             |   8 +-
 .../pylock.64-3_13_12_0slimb3.toml            | 691 +++++++++---------
 .../pylock.64-3_13_12_0whlb3.toml             |   8 +-
 .../pylock.64-3_13_12_0whlb3_wheels.toml      | 659 ++++++++---------
 .../pylock.64-3_14_3_0dotb3.toml              |   8 +-
 .../pylock.64-3_14_3_0freeb3.toml             |   8 +-
 .../pylock.64-3_14_3_0slimb3.toml             | 691 +++++++++---------
 .../pylock.64-3_14_3_0slimfb3.toml            | 644 ++++++++--------
 .../pylock.64-3_14_3_0whlb3.toml              |   8 +-
 .../pylock.64-3_14_3_0whlb3_wheels.toml       | 659 ++++++++---------
 .../pylock.64-3_15_0_1dotb3.toml              |   8 +-
 .../pylock.64-3_15_0_1freeb3.toml             |   8 +-
 .../requir.64-3_13_12_0dotb3.txt              |   4 +-
 .../requir.64-3_13_12_0slimb3.txt             | 334 +++++----
 .../requir.64-3_13_12_0whlb3.txt              |   4 +-
 .../requir.64-3_13_12_0whlb3_wheels.txt       | 318 ++++----
 .../cycle_2026_01/requir.64-3_14_3_0dotb3.txt |   4 +-
 .../requir.64-3_14_3_0freeb3.txt              |   4 +-
 .../requir.64-3_14_3_0slimb3.txt              | 334 +++++----
 .../requir.64-3_14_3_0slimfb3.txt             | 300 ++++----
 .../cycle_2026_01/requir.64-3_14_3_0whlb3.txt |   4 +-
 .../requir.64-3_14_3_0whlb3_wheels.txt        | 318 ++++----
 .../cycle_2026_01/requir.64-3_15_0_1dotb3.txt |   4 +-
 .../requir.64-3_15_0_1freeb3.txt              |   4 +-
 24 files changed, 2399 insertions(+), 2633 deletions(-)

diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml
index cff70bc4..f77b6e54 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dotb3.toml
@@ -80,14 +80,14 @@ sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
 
 [[packages]]
 name = "wheel"
-version = "0.45.1"
+version = "0.46.3"
 
 [[packages.wheels]]
-name = "wheel-0.45.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
 
 [[packages]]
 name = "wppm"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml
index a956b46d..07cf388a 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slimb3.toml
@@ -157,14 +157,14 @@ sha256 = "f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810"
 
 [[packages]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 
 [[packages.wheels]]
-name = "anyio-4.12.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/7f/9c/36c5c37947ebfb8c7f22e0eb6e4d188ee2d53aa3880f3f2744fb894f0cb1/anyio-4.12.0-py3-none-any.whl"
+name = "anyio-4.12.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb"
+sha256 = "d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"
 
 [[packages]]
 name = "anywidget"
@@ -234,14 +234,14 @@ sha256 = "c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1"
 
 [[packages]]
 name = "arrow"
-version = "1.3.0"
+version = "1.4.0"
 
 [[packages.wheels]]
-name = "arrow-1.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/f8/ed/e97229a566617f2ae958a6b13e7cc0f585470eac730a73e9e82c32a3cdd2/arrow-1.3.0-py3-none-any.whl"
+name = "arrow-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ed/c9/d7977eaacb9df673210491da99e6a247e93df98c715fc43fd136ce1d3d33/arrow-1.4.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"
+sha256 = "749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205"
 
 [[packages]]
 name = "asgi-csrf"
@@ -256,14 +256,14 @@ sha256 = "03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b"
 
 [[packages]]
 name = "asgiref"
-version = "3.10.0"
+version = "3.11.0"
 
 [[packages.wheels]]
-name = "asgiref-3.10.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/17/9c/fc2331f538fbf7eedba64b2052e99ccf9ba9d6888e2f41441ee28847004b/asgiref-3.10.0-py3-none-any.whl"
+name = "asgiref-3.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/91/be/317c2c55b8bbec407257d45f5c8d1b6867abc76d12043f2d3d58c538a4ea/asgiref-3.11.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734"
+sha256 = "1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d"
 
 [[packages]]
 name = "asn1crypto"
@@ -300,25 +300,25 @@ sha256 = "d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b"
 
 [[packages]]
 name = "astropy"
-version = "7.1.1"
+version = "7.2.0"
 
 [[packages.wheels]]
-name = "astropy-7.1.1-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/45/58/ba5dad5c22a5338ae2954cc81e895add48f8c9b07961a5842cbc2e1f62f2/astropy-7.1.1-cp313-cp313-win_amd64.whl"
+name = "astropy-7.2.0-cp311-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/ec/bc/f4378f586dd63902c37d16f68f35f7d555b3b32e08ac6b1d633eb0a48805/astropy-7.2.0-cp311-abi3-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "0a3d70df518cb7f400f4ec496b2cbba887c0a0c596fbb15e9bda4fcba07c3f59"
+sha256 = "dc7c340ba1713e55c93071b32033f3153470a0f663a4d539c03a7c9b44020790"
 
 [[packages]]
 name = "astropy-iers-data"
-version = "0.2026.1.12.0.42.13"
+version = "0.2026.2.2.0.48.1"
 
 [[packages.wheels]]
-name = "astropy_iers_data-0.2026.1.12.0.42.13-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/9d/1d/9c0f809bf0706eed0f4cdb6d515d0a9acab44d903acf6c45f31a5cfcacc2/astropy_iers_data-0.2026.1.12.0.42.13-py3-none-any.whl"
+name = "astropy_iers_data-0.2026.2.2.0.48.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/74/51/59effa402d4ce8813e42eb62416059d42dd07826b0e7aa2db057c336972d/astropy_iers_data-0.2026.2.2.0.48.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba"
+sha256 = "62aecb2faea740e0d714808b85512ebe4f29adbfe1e8d5e5481cfd66494d164f"
 
 [[packages]]
 name = "asttokens"
@@ -344,14 +344,14 @@ sha256 = "ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943"
 
 [[packages]]
 name = "asyncssh"
-version = "2.21.0"
+version = "2.22.0"
 
 [[packages.wheels]]
-name = "asyncssh-2.21.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/99/56/db25216aa7f385ec71fdc489af80812171515cddbe68c0e515e98a291390/asyncssh-2.21.0-py3-none-any.whl"
+name = "asyncssh-2.22.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ed/ae/0da2f2214fc183338af1afe5a103a2052fd03464e8eafbd827abff58a4d0/asyncssh-2.22.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b"
+sha256 = "d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7"
 
 [[packages]]
 name = "atomicwrites"
@@ -454,14 +454,14 @@ sha256 = "64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2"
 
 [[packages]]
 name = "beautifulsoup4"
-version = "4.14.2"
+version = "4.14.3"
 
 [[packages.wheels]]
-name = "beautifulsoup4-4.14.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/94/fe/3aed5d0be4d404d12d36ab97e2f1791424d9ca39c2f754a6285d59a3b01d/beautifulsoup4-4.14.2-py3-none-any.whl"
+name = "beautifulsoup4-4.14.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515"
+sha256 = "0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb"
 
 [[packages]]
 name = "binaryornot"
@@ -575,14 +575,14 @@ sha256 = "9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff"
 
 [[packages]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 
 [[packages.wheels]]
-name = "certifi-2025.11.12-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/70/7d/9bc192684cea499815ff478dfcdc13835ddf401365057044fb721ec6bddb/certifi-2025.11.12-py3-none-any.whl"
+name = "certifi-2026.1.4-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"
+sha256 = "9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"
 
 [[packages]]
 name = "cffi"
@@ -608,14 +608,14 @@ sha256 = "e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"
 
 [[packages]]
 name = "charset-normalizer"
-version = "3.4.3"
+version = "3.4.4"
 
 [[packages.wheels]]
-name = "charset_normalizer-3.4.3-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/9a/8f/ae790790c7b64f925e5c953b924aaa42a243fb778fed9e41f147b2a5715a/charset_normalizer-3.4.3-cp313-cp313-win_amd64.whl"
+name = "charset_normalizer-3.4.4-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/c4/26/b9924fa27db384bdcd97ab83b4f0a8058d96ad9626ead570674d5e737d90/charset_normalizer-3.4.4-cp313-cp313-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef"
+sha256 = "b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14"
 
 [[packages]]
 name = "clarabel"
@@ -663,14 +663,14 @@ sha256 = "9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
 
 [[packages]]
 name = "cohere"
-version = "5.20.5"
+version = "5.20.6"
 
 [[packages.wheels]]
-name = "cohere-5.20.5-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5b/83/70eccefd0608582bf7af6e99c69a56ee14048de741ba338824011f3bcf83/cohere-5.20.5-py3-none-any.whl"
+name = "cohere-5.20.6-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/75/0e/175613bbd3a16465b93e429edd3a44e2f76d67367131206baa951a82925d/cohere-5.20.6-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64"
+sha256 = "f67050be06c437fb3b330f1326e4fc1974cdcddbb6c25afd57c2bd94897feaa6"
 
 [[packages]]
 name = "colorama"
@@ -696,14 +696,14 @@ sha256 = "2a7d59cc8d0f7938eeedd08aad3152b5319b4ba3bcb7a612398cc17a384cb296"
 
 [[packages]]
 name = "colorlog"
-version = "6.9.0"
+version = "6.10.1"
 
 [[packages.wheels]]
-name = "colorlog-6.9.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e3/51/9b208e85196941db2f0654ad0357ca6388ab3ed67efdbfc799f35d1f83aa/colorlog-6.9.0-py3-none-any.whl"
+name = "colorlog-6.10.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6d/c1/e419ef3723a074172b68aaa89c9f3de486ed4c2399e2dbd8113a4fdcaf9e/colorlog-6.10.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff"
+sha256 = "2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c"
 
 [[packages]]
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+name = "tblib-3.2.2-py3-none-any.whl"
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+name = "toolz-1.1.0-py3-none-any.whl"
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+sha256 = "49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e"
 
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@@ -5415,14 +5404,14 @@ sha256 = "3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b"
 
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 name = "trove-classifiers"
-version = "2025.9.11.17"
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+name = "trove_classifiers-2025.11.14.15-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/49/f6/73c4aa003d1237ee9bea8a46f49dc38c45dfe95af4f0da7e60678d388011/trove_classifiers-2025.11.14.15-py3-none-any.whl"
 
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-
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@@ -5503,14 +5481,14 @@ sha256 = "4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"
 
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+name = "tzdata-2025.3-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl"
 
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-sha256 = "1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"
+sha256 = "06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"
 
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@@ -5591,25 +5569,25 @@ sha256 = "bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"
 
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+name = "uuid_utils-0.14.0-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/d3/28/2c7d417ea483b6ff7820c948678fdf2ac98899dc7e43bb15852faa95acaf/uuid_utils-0.14.0-cp39-abi3-win_amd64.whl"
 
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+sha256 = "efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1"
 
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-version = "24.11.1"
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-url = "https://files.pythonhosted.org/packages/60/e8/c0e05e4684d13459f93d312077a9a2efbe04d59c393bc2b8802248c908d4/webcolors-24.11.1-py3-none-any.whl"
+name = "webcolors-25.10.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e2/cc/e097523dd85c9cf5d354f78310927f1656c422bd7b2613b2db3e3f9a0f2c/webcolors-25.10.0-py3-none-any.whl"
 
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@@ -5723,14 +5701,14 @@ sha256 = "1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed"
 
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+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
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-
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-
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-version = "1.2.0"
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-url = "https://files.pythonhosted.org/packages/78/58/e860788190eba3bcce367f74d29c4675466ce8dddfba85f7827588416f01/wsproto-1.2.0-py3-none-any.whl"
+name = "wsproto-1.3.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a4/f5/10b68b7b1544245097b2a1b8238f66f2fc6dcaeb24ba5d917f52bd2eed4f/wsproto-1.3.2-py3-none-any.whl"
 
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+sha256 = "61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584"
 
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 name = "xarray"
@@ -5822,14 +5789,14 @@ sha256 = "757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392"
 
 [[packages]]
 name = "xyzservices"
-version = "2025.4.0"
+version = "2025.11.0"
 
 [[packages.wheels]]
-name = "xyzservices-2025.4.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/d6/7d/b77455d7c7c51255b2992b429107fab811b2e36ceaf76da1e55a045dc568/xyzservices-2025.4.0-py3-none-any.whl"
+name = "xyzservices-2025.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ef/5c/2c189d18d495dd0fa3f27ccc60762bbc787eed95b9b0147266e72bb76585/xyzservices-2025.11.0-py3-none-any.whl"
 
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-sha256 = "8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9"
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@@ -5855,14 +5822,14 @@ sha256 = "47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d"
 
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+name = "yt_dlp-2025.12.8-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6e/2f/98c3596ad923f8efd32c90dca62e241e8ad9efcebf20831173c357042ba0/yt_dlp-2025.12.8-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2"
+sha256 = "36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065"
 
 [[packages]]
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3.toml
index cff70bc4..f77b6e54 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3.toml
@@ -80,14 +80,14 @@ sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
 
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 name = "wheel"
-version = "0.45.1"
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-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
 
 [[packages]]
 name = "wppm"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3_wheels.toml
index 9c697a46..5024be48 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3_wheels.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whlb3_wheels.toml
@@ -157,14 +157,14 @@ sha256 = "f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810"
 
 [[packages]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 
 [[packages.wheels]]
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-url = "https://files.pythonhosted.org/packages/7f/9c/36c5c37947ebfb8c7f22e0eb6e4d188ee2d53aa3880f3f2744fb894f0cb1/anyio-4.12.0-py3-none-any.whl"
+name = "anyio-4.12.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl"
 
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+name = "arrow-1.4.0-py3-none-any.whl"
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-url = "https://files.pythonhosted.org/packages/d6/7d/b77455d7c7c51255b2992b429107fab811b2e36ceaf76da1e55a045dc568/xyzservices-2025.4.0-py3-none-any.whl"
+name = "xyzservices-2025.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ef/5c/2c189d18d495dd0fa3f27ccc60762bbc787eed95b9b0147266e72bb76585/xyzservices-2025.11.0-py3-none-any.whl"
 
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-sha256 = "8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9"
+sha256 = "de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f"
 
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 name = "yapf"
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-version = "2025.9.26"
+version = "2025.12.8"
 
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-name = "yt_dlp-2025.9.26-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/35/94/18210c5e6a9d7e622a3b3f4a73dde205f7adf0c46b42b27d0da8c6e5c872/yt_dlp-2025.9.26-py3-none-any.whl"
+name = "yt_dlp-2025.12.8-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6e/2f/98c3596ad923f8efd32c90dca62e241e8ad9efcebf20831173c357042ba0/yt_dlp-2025.12.8-py3-none-any.whl"
 
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-sha256 = "36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2"
+sha256 = "36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0dotb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0dotb3.toml
index cff70bc4..f77b6e54 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0dotb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0dotb3.toml
@@ -80,14 +80,14 @@ sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
 
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 name = "wheel"
-version = "0.45.1"
+version = "0.46.3"
 
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-name = "wheel-0.45.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
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-sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0freeb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0freeb3.toml
index cff70bc4..f77b6e54 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0freeb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0freeb3.toml
@@ -80,14 +80,14 @@ sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
 
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 name = "wheel"
-version = "0.45.1"
+version = "0.46.3"
 
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-name = "wheel-0.45.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
 
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 name = "wppm"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb3.toml
index ae7ddef9..2b5cd08f 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimb3.toml
@@ -157,14 +157,14 @@ sha256 = "f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810"
 
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 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 
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-name = "anyio-4.12.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/7f/9c/36c5c37947ebfb8c7f22e0eb6e4d188ee2d53aa3880f3f2744fb894f0cb1/anyio-4.12.0-py3-none-any.whl"
+name = "anyio-4.12.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl"
 
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-sha256 = "dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb"
+sha256 = "d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"
 
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 name = "anywidget"
@@ -234,14 +234,14 @@ sha256 = "c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1"
 
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 name = "arrow"
-version = "1.3.0"
+version = "1.4.0"
 
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-name = "arrow-1.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/f8/ed/e97229a566617f2ae958a6b13e7cc0f585470eac730a73e9e82c32a3cdd2/arrow-1.3.0-py3-none-any.whl"
+name = "arrow-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ed/c9/d7977eaacb9df673210491da99e6a247e93df98c715fc43fd136ce1d3d33/arrow-1.4.0-py3-none-any.whl"
 
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+sha256 = "749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205"
 
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@@ -256,14 +256,14 @@ sha256 = "03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b"
 
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-version = "3.10.0"
+version = "3.11.0"
 
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+name = "asgiref-3.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/91/be/317c2c55b8bbec407257d45f5c8d1b6867abc76d12043f2d3d58c538a4ea/asgiref-3.11.0-py3-none-any.whl"
 
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+sha256 = "1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d"
 
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@@ -300,25 +300,25 @@ sha256 = "d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b"
 
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-version = "7.1.1"
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-url = "https://files.pythonhosted.org/packages/6d/a7/e35633fadb45b21b651a29ed77e7c9531b782e90bc519494a448a82698d7/astropy-7.1.1-cp314-cp314-win_amd64.whl"
+name = "astropy-7.2.0-cp311-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/ec/bc/f4378f586dd63902c37d16f68f35f7d555b3b32e08ac6b1d633eb0a48805/astropy-7.2.0-cp311-abi3-win_amd64.whl"
 
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+sha256 = "dc7c340ba1713e55c93071b32033f3153470a0f663a4d539c03a7c9b44020790"
 
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 name = "astropy-iers-data"
-version = "0.2026.1.12.0.42.13"
+version = "0.2026.2.2.0.48.1"
 
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+name = "astropy_iers_data-0.2026.2.2.0.48.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/74/51/59effa402d4ce8813e42eb62416059d42dd07826b0e7aa2db057c336972d/astropy_iers_data-0.2026.2.2.0.48.1-py3-none-any.whl"
 
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-sha256 = "1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba"
+sha256 = "62aecb2faea740e0d714808b85512ebe4f29adbfe1e8d5e5481cfd66494d164f"
 
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-url = "https://files.pythonhosted.org/packages/99/56/db25216aa7f385ec71fdc489af80812171515cddbe68c0e515e98a291390/asyncssh-2.21.0-py3-none-any.whl"
+name = "asyncssh-2.22.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ed/ae/0da2f2214fc183338af1afe5a103a2052fd03464e8eafbd827abff58a4d0/asyncssh-2.22.0-py3-none-any.whl"
 
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+sha256 = "d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7"
 
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@@ -454,14 +454,14 @@ sha256 = "64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2"
 
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+name = "beautifulsoup4-4.14.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl"
 
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+sha256 = "0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb"
 
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@@ -575,14 +575,14 @@ sha256 = "9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff"
 
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 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 
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-url = "https://files.pythonhosted.org/packages/70/7d/9bc192684cea499815ff478dfcdc13835ddf401365057044fb721ec6bddb/certifi-2025.11.12-py3-none-any.whl"
+name = "certifi-2026.1.4-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e6/ad/3cc14f097111b4de0040c83a525973216457bbeeb63739ef1ed275c1c021/certifi-2026.1.4-py3-none-any.whl"
 
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@@ -608,14 +608,14 @@ sha256 = "e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"
 
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-version = "3.4.3"
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-name = "charset_normalizer-3.4.3-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/ee/7a/36fbcf646e41f710ce0a563c1c9a343c6edf9be80786edeb15b6f62e17db/charset_normalizer-3.4.3-cp314-cp314-win_amd64.whl"
+name = "charset_normalizer-3.4.4-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/4b/51/8ade005e5ca5b0d80fb4aff72a3775b325bdc3d27408c8113811a7cbe640/charset_normalizer-3.4.4-cp314-cp314-win_amd64.whl"
 
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+sha256 = "8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c"
 
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@@ -663,14 +663,14 @@ sha256 = "9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
 
 [[packages]]
 name = "cohere"
-version = "5.20.5"
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-url = "https://files.pythonhosted.org/packages/5b/83/70eccefd0608582bf7af6e99c69a56ee14048de741ba338824011f3bcf83/cohere-5.20.5-py3-none-any.whl"
+name = "cohere-5.20.6-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/75/0e/175613bbd3a16465b93e429edd3a44e2f76d67367131206baa951a82925d/cohere-5.20.6-py3-none-any.whl"
 
 [packages.wheels.hashes]
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@@ -696,14 +696,14 @@ sha256 = "2a7d59cc8d0f7938eeedd08aad3152b5319b4ba3bcb7a612398cc17a384cb296"
 
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+url = "https://files.pythonhosted.org/packages/6d/c1/e419ef3723a074172b68aaa89c9f3de486ed4c2399e2dbd8113a4fdcaf9e/colorlog-6.10.1-py3-none-any.whl"
 
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 [[packages.wheels]]
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-url = "https://files.pythonhosted.org/packages/68/1b/e0a87d256e40e8c888847551b20a017a6b98139178505dc7ffb96f04e954/dnspython-2.7.0-py3-none-any.whl"
+name = "dnspython-2.8.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
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+url = "https://files.pythonhosted.org/packages/02/10/5da547df7a391dcde17f59520a231527b8571e6f46fc8efb02ccb370ab12/docutils-0.22.4-py3-none-any.whl"
 
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+url = "https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl"
 
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 name = "tornado"
@@ -5382,14 +5371,14 @@ sha256 = "b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"
 
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-version = "0.2.1"
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 [[packages.wheels]]
-name = "traittypes-0.2.1-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/9c/d1/8d5bd662703cc1764d986f6908a608777305946fa634d34c470cd4a1e729/traittypes-0.2.1-py2.py3-none-any.whl"
+name = "traittypes-0.2.3-py2.py3-none-any.whl"
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+sha256 = "49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e"
 
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@@ -5404,14 +5393,14 @@ sha256 = "3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b"
 
 [[packages]]
 name = "trove-classifiers"
-version = "2025.9.11.17"
+version = "2025.11.14.15"
 
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-url = "https://files.pythonhosted.org/packages/e1/85/a4ff8758c66f1fc32aa5e9a145908394bf9cf1c79ffd1113cfdeb77e74e4/trove_classifiers-2025.9.11.17-py3-none-any.whl"
+name = "trove_classifiers-2025.11.14.15-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/49/f6/73c4aa003d1237ee9bea8a46f49dc38c45dfe95af4f0da7e60678d388011/trove_classifiers-2025.11.14.15-py3-none-any.whl"
 
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+sha256 = "d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9"
 
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-version = "2.9.0.20250822"
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-
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-
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@@ -5492,14 +5470,14 @@ sha256 = "4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"
 
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 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 
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-url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl"
+name = "tzdata-2025.3-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl"
 
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-sha256 = "1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"
+sha256 = "06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"
 
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 name = "tzlocal"
@@ -5580,25 +5558,25 @@ sha256 = "bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"
 
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 name = "uuid-utils"
-version = "0.13.0"
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-name = "uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/6c/94/d05ab68622e66ad787a241dfe5ccc649b3af09f30eae977b9ee8f7046aaa/uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"
+name = "uuid_utils-0.14.0-cp39-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/d3/28/2c7d417ea483b6ff7820c948678fdf2ac98899dc7e43bb15852faa95acaf/uuid_utils-0.14.0-cp39-abi3-win_amd64.whl"
 
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+sha256 = "efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1"
 
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 name = "uvicorn"
-version = "0.40.0"
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-url = "https://files.pythonhosted.org/packages/3d/d8/2083a1daa7439a66f3a48589a57d576aa117726762618f6bb09fe3798796/uvicorn-0.40.0-py3-none-any.whl"
+name = "uvicorn-0.41.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl"
 
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 name = "vega-datasets"
@@ -5646,14 +5624,14 @@ sha256 = "1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad"
 
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-version = "24.11.1"
+version = "25.10.0"
 
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-url = "https://files.pythonhosted.org/packages/60/e8/c0e05e4684d13459f93d312077a9a2efbe04d59c393bc2b8802248c908d4/webcolors-24.11.1-py3-none-any.whl"
+name = "webcolors-25.10.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e2/cc/e097523dd85c9cf5d354f78310927f1656c422bd7b2613b2db3e3f9a0f2c/webcolors-25.10.0-py3-none-any.whl"
 
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+sha256 = "032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d"
 
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@@ -5712,14 +5690,14 @@ sha256 = "1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed"
 
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-version = "0.45.1"
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-name = "wheel-0.45.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
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-
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-
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-version = "1.2.0"
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-url = "https://files.pythonhosted.org/packages/78/58/e860788190eba3bcce367f74d29c4675466ce8dddfba85f7827588416f01/wsproto-1.2.0-py3-none-any.whl"
+name = "wsproto-1.3.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a4/f5/10b68b7b1544245097b2a1b8238f66f2fc6dcaeb24ba5d917f52bd2eed4f/wsproto-1.3.2-py3-none-any.whl"
 
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+sha256 = "61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584"
 
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@@ -5811,14 +5778,14 @@ sha256 = "39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad"
 
 [[packages]]
 name = "xyzservices"
-version = "2025.4.0"
+version = "2025.11.0"
 
 [[packages.wheels]]
-name = "xyzservices-2025.4.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/d6/7d/b77455d7c7c51255b2992b429107fab811b2e36ceaf76da1e55a045dc568/xyzservices-2025.4.0-py3-none-any.whl"
+name = "xyzservices-2025.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ef/5c/2c189d18d495dd0fa3f27ccc60762bbc787eed95b9b0147266e72bb76585/xyzservices-2025.11.0-py3-none-any.whl"
 
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+sha256 = "de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f"
 
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@@ -5844,14 +5811,14 @@ sha256 = "0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79"
 
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-url = "https://files.pythonhosted.org/packages/35/94/18210c5e6a9d7e622a3b3f4a73dde205f7adf0c46b42b27d0da8c6e5c872/yt_dlp-2025.9.26-py3-none-any.whl"
+name = "yt_dlp-2025.12.8-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6e/2f/98c3596ad923f8efd32c90dca62e241e8ad9efcebf20831173c357042ba0/yt_dlp-2025.12.8-py3-none-any.whl"
 
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+sha256 = "36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimfb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimfb3.toml
index 85fee503..25a9a174 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimfb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimfb3.toml
@@ -157,14 +157,14 @@ sha256 = "f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810"
 
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 name = "anyio"
-version = "4.12.0"
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+name = "anyio-4.12.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl"
 
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 name = "anywidget"
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+name = "asgiref-3.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/91/be/317c2c55b8bbec407257d45f5c8d1b6867abc76d12043f2d3d58c538a4ea/asgiref-3.11.0-py3-none-any.whl"
 
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+name = "asyncssh-2.22.0-py3-none-any.whl"
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+name = "tblib-3.2.2-py3-none-any.whl"
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-sha256 = "670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e"
+sha256 = "26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76"
 
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 name = "tenacity"
@@ -4711,14 +4667,14 @@ sha256 = "592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680"
 
 [[packages]]
 name = "toolz"
-version = "1.0.0"
+version = "1.1.0"
 
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-name = "toolz-1.0.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/03/98/eb27cc78ad3af8e302c9d8ff4977f5026676e130d28dd7578132a457170c/toolz-1.0.0-py3-none-any.whl"
+name = "toolz-1.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/fb/12/5911ae3eeec47800503a238d971e51722ccea5feb8569b735184d5fcdbc0/toolz-1.1.0-py3-none-any.whl"
 
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-sha256 = "292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236"
+sha256 = "15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8"
 
 [[packages]]
 name = "tornado"
@@ -4755,14 +4711,14 @@ sha256 = "b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"
 
 [[packages]]
 name = "traittypes"
-version = "0.2.1"
+version = "0.2.3"
 
 [[packages.wheels]]
-name = "traittypes-0.2.1-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/9c/d1/8d5bd662703cc1764d986f6908a608777305946fa634d34c470cd4a1e729/traittypes-0.2.1-py2.py3-none-any.whl"
+name = "traittypes-0.2.3-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8d/c0/fdf9d3ee103ce66a55f0532835ad5e154226c5222423c6636ba049dc42fc/traittypes-0.2.3-py2.py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e"
+sha256 = "49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e"
 
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 name = "trio"
@@ -4777,14 +4733,14 @@ sha256 = "3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b"
 
 [[packages]]
 name = "trove-classifiers"
-version = "2025.9.11.17"
+version = "2025.11.14.15"
 
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-name = "trove_classifiers-2025.9.11.17-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e1/85/a4ff8758c66f1fc32aa5e9a145908394bf9cf1c79ffd1113cfdeb77e74e4/trove_classifiers-2025.9.11.17-py3-none-any.whl"
+name = "trove_classifiers-2025.11.14.15-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/49/f6/73c4aa003d1237ee9bea8a46f49dc38c45dfe95af4f0da7e60678d388011/trove_classifiers-2025.11.14.15-py3-none-any.whl"
 
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+sha256 = "d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9"
 
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 name = "twine"
@@ -4819,17 +4775,6 @@ url = "https://files.pythonhosted.org/packages/c8/0a/4aca634faf693e33004796b6cee
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-name = "types-python-dateutil"
-version = "2.9.0.20250822"
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-
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-
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 version = "2.32.4.20260107"
@@ -4865,14 +4810,14 @@ sha256 = "4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"
 
 [[packages]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 
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-name = "tzdata-2025.2-py2.py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl"
+name = "tzdata-2025.3-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl"
 
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-sha256 = "1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"
+sha256 = "06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"
 
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 name = "tzlocal"
@@ -4942,14 +4887,14 @@ sha256 = "bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"
 
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 name = "uvicorn"
-version = "0.40.0"
+version = "0.41.0"
 
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-name = "uvicorn-0.40.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/3d/d8/2083a1daa7439a66f3a48589a57d576aa117726762618f6bb09fe3798796/uvicorn-0.40.0-py3-none-any.whl"
+name = "uvicorn-0.41.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl"
 
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-sha256 = "c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee"
+sha256 = "29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187"
 
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 name = "vega-datasets"
@@ -4997,14 +4942,14 @@ sha256 = "1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad"
 
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 name = "webcolors"
-version = "24.11.1"
+version = "25.10.0"
 
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-name = "webcolors-24.11.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/60/e8/c0e05e4684d13459f93d312077a9a2efbe04d59c393bc2b8802248c908d4/webcolors-24.11.1-py3-none-any.whl"
+name = "webcolors-25.10.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e2/cc/e097523dd85c9cf5d354f78310927f1656c422bd7b2613b2db3e3f9a0f2c/webcolors-25.10.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9"
+sha256 = "032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d"
 
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 name = "webencodings"
@@ -5063,14 +5008,14 @@ sha256 = "1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed"
 
 [[packages]]
 name = "wheel"
-version = "0.45.1"
+version = "0.46.3"
 
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-name = "wheel-0.45.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
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-sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
 
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@@ -5105,27 +5050,16 @@ url = "https://files.pythonhosted.org/packages/ae/a9/2581cc7f91354eada41367bf68b
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-[[packages]]
-name = "wrapt"
-version = "2.0.1"
-
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-url = "https://files.pythonhosted.org/packages/01/3a/07cd60a9d26fe73efead61c7830af975dfdba8537632d410462672e4432b/wrapt-2.0.1-cp314-cp314t-win_amd64.whl"
-
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-
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 name = "wsproto"
-version = "1.2.0"
+version = "1.3.2"
 
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-name = "wsproto-1.2.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/78/58/e860788190eba3bcce367f74d29c4675466ce8dddfba85f7827588416f01/wsproto-1.2.0-py3-none-any.whl"
+name = "wsproto-1.3.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a4/f5/10b68b7b1544245097b2a1b8238f66f2fc6dcaeb24ba5d917f52bd2eed4f/wsproto-1.3.2-py3-none-any.whl"
 
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-sha256 = "b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"
+sha256 = "61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584"
 
 [[packages]]
 name = "xarray"
@@ -5162,14 +5096,14 @@ sha256 = "0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f"
 
 [[packages]]
 name = "xyzservices"
-version = "2025.4.0"
+version = "2025.11.0"
 
 [[packages.wheels]]
-name = "xyzservices-2025.4.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/d6/7d/b77455d7c7c51255b2992b429107fab811b2e36ceaf76da1e55a045dc568/xyzservices-2025.4.0-py3-none-any.whl"
+name = "xyzservices-2025.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ef/5c/2c189d18d495dd0fa3f27ccc60762bbc787eed95b9b0147266e72bb76585/xyzservices-2025.11.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9"
+sha256 = "de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f"
 
 [[packages]]
 name = "yapf"
@@ -5195,14 +5129,14 @@ sha256 = "9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27"
 
 [[packages]]
 name = "yt-dlp"
-version = "2025.9.26"
+version = "2025.12.8"
 
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-name = "yt_dlp-2025.9.26-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/35/94/18210c5e6a9d7e622a3b3f4a73dde205f7adf0c46b42b27d0da8c6e5c872/yt_dlp-2025.9.26-py3-none-any.whl"
+name = "yt_dlp-2025.12.8-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/6e/2f/98c3596ad923f8efd32c90dca62e241e8ad9efcebf20831173c357042ba0/yt_dlp-2025.12.8-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2"
+sha256 = "36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065"
 
 [[packages]]
 name = "zict"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3.toml
index cff70bc4..f77b6e54 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3.toml
@@ -80,14 +80,14 @@ sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
 
 [[packages]]
 name = "wheel"
-version = "0.45.1"
+version = "0.46.3"
 
 [[packages.wheels]]
-name = "wheel-0.45.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
 
 [[packages]]
 name = "wppm"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3_wheels.toml b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3_wheels.toml
index 2ee42ace..2d5c1b44 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3_wheels.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whlb3_wheels.toml
@@ -157,14 +157,14 @@ sha256 = "f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810"
 
 [[packages]]
 name = "anyio"
-version = "4.12.0"
+version = "4.12.1"
 
 [[packages.wheels]]
-name = "anyio-4.12.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/7f/9c/36c5c37947ebfb8c7f22e0eb6e4d188ee2d53aa3880f3f2744fb894f0cb1/anyio-4.12.0-py3-none-any.whl"
+name = "anyio-4.12.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl"
 
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-sha256 = "dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb"
+sha256 = "d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"
 
 [[packages]]
 name = "anywidget"
@@ -234,14 +234,14 @@ sha256 = "c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1"
 
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 name = "arrow"
-version = "1.3.0"
+version = "1.4.0"
 
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-name = "arrow-1.3.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/f8/ed/e97229a566617f2ae958a6b13e7cc0f585470eac730a73e9e82c32a3cdd2/arrow-1.3.0-py3-none-any.whl"
+name = "arrow-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ed/c9/d7977eaacb9df673210491da99e6a247e93df98c715fc43fd136ce1d3d33/arrow-1.4.0-py3-none-any.whl"
 
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+sha256 = "749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205"
 
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@@ -256,14 +256,14 @@ sha256 = "03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b"
 
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 name = "asgiref"
-version = "3.10.0"
+version = "3.11.0"
 
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-url = "https://files.pythonhosted.org/packages/17/9c/fc2331f538fbf7eedba64b2052e99ccf9ba9d6888e2f41441ee28847004b/asgiref-3.10.0-py3-none-any.whl"
+name = "asgiref-3.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/91/be/317c2c55b8bbec407257d45f5c8d1b6867abc76d12043f2d3d58c538a4ea/asgiref-3.11.0-py3-none-any.whl"
 
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-sha256 = "aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734"
+sha256 = "1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d"
 
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@@ -322,14 +322,14 @@ sha256 = "ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943"
 
 [[packages]]
 name = "asyncssh"
-version = "2.21.0"
+version = "2.22.0"
 
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-url = "https://files.pythonhosted.org/packages/99/56/db25216aa7f385ec71fdc489af80812171515cddbe68c0e515e98a291390/asyncssh-2.21.0-py3-none-any.whl"
+name = "asyncssh-2.22.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ed/ae/0da2f2214fc183338af1afe5a103a2052fd03464e8eafbd827abff58a4d0/asyncssh-2.22.0-py3-none-any.whl"
 
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 name = "atomicwrites"
@@ -432,14 +432,14 @@ sha256 = "64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2"
 
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+version = "4.14.3"
 
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-url = "https://files.pythonhosted.org/packages/94/fe/3aed5d0be4d404d12d36ab97e2f1791424d9ca39c2f754a6285d59a3b01d/beautifulsoup4-4.14.2-py3-none-any.whl"
+name = "beautifulsoup4-4.14.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1a/39/47f9197bdd44df24d67ac8893641e16f386c984a0619ef2ee4c51fbbc019/beautifulsoup4-4.14.3-py3-none-any.whl"
 
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb3.toml
index cff70bc4..f77b6e54 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dotb3.toml
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diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1freeb3.toml b/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1freeb3.toml
index cff70bc4..f77b6e54 100644
--- a/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1freeb3.toml
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_15_0_1freeb3.toml
@@ -80,14 +80,14 @@ sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
 
 [[packages]]
 name = "wheel"
-version = "0.45.1"
+version = "0.46.3"
 
 [[packages.wheels]]
-name = "wheel-0.45.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl"
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
 
 [[packages]]
 name = "wppm"
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb3.txt
index ff195bac..0eeccaf8 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0dotb3.txt
@@ -12,7 +12,7 @@ sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sv-ttk==2.6.0 \
     --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt
index 4692b2b3..0b402919 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0slimb3.txt
@@ -26,8 +26,8 @@ ansicolors==1.1.8 \
     --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
 anthropic==0.83.0 \
     --hash=sha256:f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810
-anyio==4.12.0 \
-    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anyio==4.12.1 \
+    --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
 anywidget==0.9.21 \
     --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
 appdirs==1.4.4 \
@@ -40,28 +40,28 @@ argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
 array-api-compat==1.13.0 \
     --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
-arrow==1.3.0 \
-    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
 asgi-csrf==0.11 \
     --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
-asgiref==3.10.0 \
-    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
 asteval==1.0.6 \
     --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
 astroid==4.0.2 \
     --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
-astropy==7.1.1 \
-    --hash=sha256:0a3d70df518cb7f400f4ec496b2cbba887c0a0c596fbb15e9bda4fcba07c3f59
-astropy-iers-data==0.2026.1.12.0.42.13 \
-    --hash=sha256:1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba
+astropy==7.2.0 \
+    --hash=sha256:dc7c340ba1713e55c93071b32033f3153470a0f663a4d539c03a7c9b44020790
+astropy-iers-data==0.2026.2.2.0.48.1 \
+    --hash=sha256:62aecb2faea740e0d714808b85512ebe4f29adbfe1e8d5e5481cfd66494d164f
 asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.0.5 \
     --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
-asyncssh==2.21.0 \
-    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
 atomicwrites==1.4.0 \
     --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
 attrs==25.4.0 \
@@ -80,8 +80,8 @@ baresql==1.0.0 \
     --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
 bcrypt==5.0.0 \
     --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
-beautifulsoup4==4.14.2 \
-    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
 black==26.1.0 \
@@ -102,14 +102,14 @@ cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
 cattrs==25.3.0 \
     --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
-certifi==2025.11.12 \
-    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
 cffi==2.0.0 \
     --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75
 chardet==5.2.0 \
     --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
-charset-normalizer==3.4.3 \
-    --hash=sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef
+charset-normalizer==3.4.4 \
+    --hash=sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14
 clarabel==0.11.1 \
     --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
 click==8.3.1 \
@@ -118,14 +118,14 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.5 \
-    --hash=sha256:25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64
+cohere==5.20.6 \
+    --hash=sha256:f67050be06c437fb3b330f1326e4fc1974cdcddbb6c25afd57c2bd94897feaa6
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorcet==3.1.0 \
     --hash=sha256:2a7d59cc8d0f7938eeedd08aad3152b5319b4ba3bcb7a612398cc17a384cb296
-colorlog==6.9.0 \
-    --hash=sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff
+colorlog==6.10.1 \
+    --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
 comm==0.2.3 \
     --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
 contourpy==1.3.3 \
@@ -160,8 +160,6 @@ decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
     --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
-deprecated==1.3.1 \
-    --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f
 diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
@@ -172,14 +170,14 @@ distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==6.0.2 \
     --hash=sha256:610dd3b13d15ec3f1e1d257caedd751db8033c5ad8ea0e2d1219a8acf446ecc6
-dnspython==2.7.0 \
-    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
 docstring-parser==0.17.0 \
     --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
 docstring-to-markdown==0.17 \
     --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
-docutils==0.21.2 \
-    --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
 duckdb==1.4.4 \
     --hash=sha256:6fb1225a9ea5877421481d59a6c556a9532c32c16c7ae6ca8d127e2b878c9389
 entrypoints==0.4 \
@@ -218,8 +216,8 @@ flit-core==3.12.0 \
     --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
 folium==0.20.0 \
     --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
-fonttools==4.61.0 \
-    --hash=sha256:c53b47834ae41e8e4829171cc44fec0fdf125545a15f6da41776b926b9645a9a
+fonttools==4.61.1 \
+    --hash=sha256:21e7c8d76f62ab13c9472ccf74515ca5b9a761d1bde3265152a6dc58700d895b
 foundry-local-sdk==0.5.1 \
     --hash=sha256:f3639a3666bc3a94410004a91671338910ac2e1b8094b1587cc4db0f4a7df07e
 fqdn==1.5.1 \
@@ -230,8 +228,8 @@ fsspec==2026.1.0 \
     --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
-genai-prices==0.0.38 \
-    --hash=sha256:c1ddf9040877116e23c4e1dfb390f8e9683b533c758e5d756494e1a26159ea4f
+genai-prices==0.0.54 \
+    --hash=sha256:5b45012b2981b7d4d42c49c8614ee95420fec244c87542542045786b36fc2235
 geographiclib==2.1 \
     --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
 geopandas==1.1.2 \
@@ -242,10 +240,10 @@ gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
 gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
-google-auth==2.47.0 \
-    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
-google-genai==1.58.0 \
-    --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+google-auth==2.48.0 \
+    --hash=sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f
+google-genai==1.64.0 \
+    --hash=sha256:78a4d2deeb33b15ad78eaa419f6f431755e7f0e03771254f8000d70f717e940b
 googleapis-common-protos==1.72.0 \
     --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
@@ -256,16 +254,16 @@ graphql-relay==3.2.0 \
     --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
 greenlet==3.3.1 \
     --hash=sha256:27289986f4e5b0edec7b5a91063c109f0276abb09a7e9bdab08437525977c946
-griffe==1.14.0 \
-    --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
+griffe==1.15.0 \
+    --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
 groq==1.0.0 \
     --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.14.1 \
     --hash=sha256:d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-h2==4.2.0 \
-    --hash=sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0
+h2==4.3.0 \
+    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
 h5py==3.15.1 \
     --hash=sha256:dea78b092fd80a083563ed79a3171258d4a4d307492e7cf8b2313d464c82ba52
 hatchling==1.28.0 \
@@ -286,8 +284,8 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.1 \
-    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
 huggingface-hub==1.4.1 \
     --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
 hupper==1.12.1 \
@@ -314,8 +312,8 @@ importlib-metadata==8.7.1 \
     --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
-iniconfig==2.1.0 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
+iniconfig==2.3.0 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
 intervaltree==3.2.1 \
     --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
@@ -340,18 +338,18 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.1.0 \
-    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
+isort==7.0.0 \
+    --hash=sha256:1bcabac8bc3c36c7fb7b98a76c8abb18e0f841a3ba81decac7691008592499c1
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.0.1 \
-    --hash=sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4
-jaraco-functools==4.3.0 \
-    --hash=sha256:227ff8ed6f7b8f62c56deff101545fa7543cf2c8e7b82a7c2116e672f29c26e8
+jaraco-context==6.1.0 \
+    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-functools==4.4.0 \
+    --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
     --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
 jellyfish==1.2.1 \
@@ -362,8 +360,8 @@ jiter==0.12.0 \
     --hash=sha256:e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
-json5==0.12.1 \
-    --hash=sha256:d9c9b3bc34a5f54d43c35e11ef7cb87d8bdd098c6ace87117a7b7e83e705c1d5
+json5==0.13.0 \
+    --hash=sha256:9a08e1dd65f6a4d4c6fa82d216cf2477349ec2346a38fd70cc11d2557499fbcc
 jsonpatch==1.33 \
     --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade
 jsonpointer==3.0.0 \
@@ -394,8 +392,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.4 \
-    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
+jupyterlab==4.5.5 \
+    --hash=sha256:a35694a40a8e7f2e82f387472af24e61b22adcce87b5a8ab97a5d9c486202a6d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -418,10 +416,10 @@ langgraph-checkpoint==4.0.0 \
     --hash=sha256:3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784
 langgraph-prebuilt==1.0.8 \
     --hash=sha256:d16a731e591ba4470f3e313a319c7eee7dbc40895bcf15c821f985a3522a7ce0
-langgraph-sdk==0.3.5 \
-    --hash=sha256:bcfa1dcbddadb604076ce46f5e08969538735e5ac47fa863d4fac5a512dab5c9
-langsmith==0.7.5 \
-    --hash=sha256:c120c43c98af5f5af8877341f8256aba1a170a292645b31572f06b0cf703c683
+langgraph-sdk==0.3.8 \
+    --hash=sha256:90436594e95c6fc1d1dafb59ac1c5eff2f8e1853eecc6082262b8e6de04233c1
+langsmith==0.7.6 \
+    --hash=sha256:28d256584969db723b68189a7dbb065836572728ab4d9597ec5379fe0a1e1641
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -436,8 +434,8 @@ locket==1.0.0 \
     --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
 logfire-api==4.14.2 \
     --hash=sha256:aa4af2ecb007c3e0095e25ba4526fd8c0e2c0be2ceceac71ca651c4ad86dc713
-lsprotocol==2023.0.1 \
-    --hash=sha256:c75223c9e4af2f24272b14c6375787438279369236cd568f596d4951052a60f2
+lsprotocol==2025.0.0 \
+    --hash=sha256:f9d78f25221f2a60eaa4a96d3b4ffae011b107537facee61d3da3313880995c7
 lxml==6.0.2 \
     --hash=sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7
 magika==0.6.2 \
@@ -450,8 +448,8 @@ markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
     --hash=sha256:3f02d3cc52714084d6e589f70397b6fc9f2f3a8531481bf35e8cc39f975e186a
-markitdown==0.1.2 \
-    --hash=sha256:4881f0768794ffccb52d09dd86498813a6896ba9639b4fc15512817f56ed9d74
+markitdown==0.1.5 \
+    --hash=sha256:5180a9a841e20fc01c2c09dbc5d039638429bbebcdc2af1b2615c3c427840434
 markupsafe==3.0.3 \
     --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5
 matplotlib==3.10.8 \
@@ -476,8 +474,8 @@ missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
 mistralai==1.12.4 \
     --hash=sha256:7b69fcbc306436491ad3377fbdead527c9f3a0ce145ec029bf04c6308ff2cca6
-mistune==3.1.4 \
-    --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
+mistune==3.2.0 \
+    --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
 ml-dtypes==0.5.4 \
@@ -508,10 +506,10 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:edd47048eb65c196b28aa9d2c0c6a017d8ca084a9a7041cd317301c829eb5a05
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.16.0 \
-    --hash=sha256:846f1fd7093ac69d63526e50732033e86c30ea0026a44d9b23991010c7d1485d
-nbclient==0.10.2 \
-    --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
+narwhals==2.17.0 \
+    --hash=sha256:2ac5307b7c2b275a7d66eeda906b8605e3d7a760951e188dcfff86e8ebe083dd
+nbclient==0.10.4 \
+    --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.16.6 \
     --hash=sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b
 nbformat==5.10.4 \
@@ -522,8 +520,8 @@ networkx==3.6.1 \
     --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
 nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
-nltk==3.9.1 \
-    --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
+nltk==3.9.2 \
+    --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
 notebook==7.5.3 \
     --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
@@ -532,12 +530,12 @@ numba==0.64.0 \
     --hash=sha256:396f43c3f77e78d7ec84cdfc6b04969c78f8f169351b3c4db814b97e7acf4245
 numpy==2.4.2 \
     --hash=sha256:7df2de1e4fba69a51c06c28f5a3de36731eb9639feb8e1cf7e4a7b0daf4cf622
-numpydoc==1.9.0 \
-    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
+numpydoc==1.10.0 \
+    --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
 onnxruntime==1.24.2 \
     --hash=sha256:1fd824ee4f6fb811bc47ffec2b25f129f31a087214ca91c8b4f6fda32962b78f
-openai==2.21.0 \
-    --hash=sha256:0bc1c775e5b1536c294eded39ee08f8407656537ccc71b1004104fe1602e267c
+openai==2.23.0 \
+    --hash=sha256:1041d40bebf845053fda1946104f8bf9c3e2df957a41c3878c55c72c352630e9
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -552,14 +550,14 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.17.0 \
-    --hash=sha256:057f95213e403ff3a975f287aef6b687299d0c4512d211de24b1b98050cd4fbf
-optuna==4.6.0 \
-    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
-orjson==3.11.4 \
-    --hash=sha256:09bf242a4af98732db9f9a1ec57ca2604848e16f132e3f72edfd3c5c96de009a
-ormsgpack==1.12.0 \
-    --hash=sha256:8ed37f29772432048b58174e920a1d4c4cde0404a5d448d3d8bbcc95d86a6918
+optree==0.18.0 \
+    --hash=sha256:5b75e32c191e4b8cf42a8aa854ed264df82936136c0bcad77be44605da41cdfc
+optuna==4.7.0 \
+    --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
+orjson==3.11.7 \
+    --hash=sha256:b9f95dcdea9d4f805daa9ddf02617a89e484c6985fa03055459f90e87d7a0757
+ormsgpack==1.12.2 \
+    --hash=sha256:21f4276caca5c03a818041d637e4019bc84f9d6ca8baa5ea03e5cc8bf56140e9
 osqp==1.1.1 \
     --hash=sha256:b1bd86a9fb19f484705acdff47ec89d68af5c12fba9def921df503bc6bca8e39
 outcome==1.3.0.post0 \
@@ -576,14 +574,14 @@ papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
 param==2.3.1 \
     --hash=sha256:886b19031438719bbecfd15044dcdd9ed3cb9edb199191294f75600c7081d163
-parso==0.8.5 \
-    --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
+parso==0.8.6 \
+    --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==1.0.3 \
-    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
-patsy==1.0.1 \
-    --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
+pathspec==1.0.4 \
+    --hash=sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723
+patsy==1.0.2 \
+    --hash=sha256:37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a
 pep8==1.7.1 \
     --hash=sha256:b22cfae5db09833bb9bd7c8463b53e1a9c9b39f12e304a8d0bba729c501827ee
 pexpect==4.9.0 \
@@ -598,8 +596,8 @@ pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.1 \
-    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
+plotly==6.5.2 \
+    --hash=sha256:91757653bd9c550eeea2fa2404dba6b85d1e366d54804c340b2c874e5a7eb4a4
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
 plotpy==2.8.4 \
@@ -612,8 +610,8 @@ polars==1.38.1 \
     --hash=sha256:a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
 polars-runtime-32==1.38.1 \
     --hash=sha256:08c2b3b93509c1141ac97891294ff5c5b0c548a373f583eaaea873a4bf506437
-prettytable==3.16.0 \
-    --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
+prettytable==3.17.0 \
+    --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.16.5 \
     --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
@@ -624,14 +622,14 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e
-protobuf==6.33.4 \
-    --hash=sha256:8f11ffae31ec67fc2554c2ef891dcb561dae9a2a3ed941f9e134c2db06657dbc
+protobuf==6.33.5 \
+    --hash=sha256:3093804752167bcab3998bec9f1048baae6e29505adaf1afd14a37bddede533c
 psutil==7.2.1 \
     --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:8dc379166b5b7d5ea66dcebf433011dfc51a7bb8a5fc12367fa05668e5fc53c8
-psygnal==0.15.0 \
-    --hash=sha256:c60d36d46c992835608030ff3fa918c06c7f22133391d90500585fef726f5d07
+psygnal==0.15.1 \
+    --hash=sha256:ac0e693b29e0a429e97315a52313321855bef6140e9975b7ae78b4d93c8fbb42
 ptpython==3.0.31 \
     --hash=sha256:ddd25fadb6f2ecd4469a699c068d2dcd40d77c7105922569bba6dc79c0523458
 ptyprocess==0.7.0 \
@@ -642,16 +640,16 @@ pyarrow==23.0.1 \
     --hash=sha256:cecfb12ef629cf6be0b1887f9f86463b0dd3dc3195ae6224e74006be4736035a
 pyasn1==0.6.1 \
     --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629
-pyasn1-modules==0.4.1 \
-    --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
 pycodestyle==2.12.1 \
     --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
-pycparser==2.23 \
-    --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
-pyct==0.5.0 \
-    --hash=sha256:a4038a8885059ab8cac6f946ea30e0b5e6bdbe0b92b6723f06737035f9d65e8c
+pycparser==3.0 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+pyct==0.6.0 \
+    --hash=sha256:cfaded7289fca72ddf6579b81459e3ec8db323a508e61c49aa318ee3cd6ff160
 pydantic==2.12.5 \
     --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
 pydantic-ai-slim==1.12.0 \
@@ -676,10 +674,10 @@ pyerfa==2.0.1.5 \
     --hash=sha256:66292d437dcf75925b694977aa06eb697126e7b86553e620371ed3e48b5e0ad0
 pyflakes==3.2.0 \
     --hash=sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a
-pygithub==2.6.1 \
-    --hash=sha256:6f2fa6d076ccae475f9fc392cc6cdbd54db985d4f69b8833a28397de75ed6ca3
-pygments==2.19.1 \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
+pygithub==2.8.1 \
+    --hash=sha256:23a0a5bca93baef082e03411bf0ce27204c32be8bfa7abc92fe4a3e132936df0
+pygments==2.19.2 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
 pyjwt==2.10.1 \
     --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
 pylint==4.0.4 \
@@ -692,8 +690,8 @@ pymongo==4.15.3 \
     --hash=sha256:52f40c4b8c00bc53d4e357fe0de13d031c4cddb5d201e1a027db437e8d2887f8
 pympler==1.1 \
     --hash=sha256:5b223d6027d0619584116a0cbc28e8d2e378f7a79c1e5e024f9ff3b673c58506
-pynacl==1.6.1 \
-    --hash=sha256:a569a4069a7855f963940040f35e87d8bc084cb2d6347428d5ad20550a0a1a21
+pynacl==1.6.2 \
+    --hash=sha256:62985f233210dee6548c223301b6c25440852e13d59a8b81490203c3227c5ba0
 pynndescent==0.6.0 \
     --hash=sha256:dc8c74844e4c7f5cbd1e0cd6909da86fdc789e6ff4997336e344779c3d5538ef
 pyodbc==5.3.0 \
@@ -704,10 +702,10 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.3.1 \
-    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
-pypdf==6.6.0 \
-    --hash=sha256:bca9091ef6de36c7b1a81e09327c554b7ce51e88dad68f5890c2b4a4417f1fd7
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+pypdf==6.6.2 \
+    --hash=sha256:44c0c9811cfb3b83b28f1c3d054531d5b8b81abaedee0d8cb403650d023832ba
 pyperclip==1.11.0 \
     --hash=sha256:299403e9ff44581cb9ba2ffeed69c7aa96a008622ad0c46cb575ca75b5b84273
 pyproj==3.7.2 \
@@ -738,8 +736,8 @@ python-barcode==0.16.1 \
     --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
 python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
-python-dotenv==1.1.0 \
-    --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
+python-dotenv==1.2.1 \
+    --hash=sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
 python-json-logger==4.0.0 \
     --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
@@ -750,8 +748,8 @@ python-lsp-ruff==2.3.0 \
     --hash=sha256:b858b698fbaff5670f6d5e6c66afc632908f78639d73dc85dedd33ae5fdd204f
 python-lsp-server==1.14.0 \
     --hash=sha256:a71a917464effc48f4c70363f90b8520e5e3ba8201428da80b97a7ceb259e32a
-python-multipart==0.0.20 \
-    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104
+python-multipart==0.0.21 \
+    --hash=sha256:cf7a6713e01c87aa35387f4774e812c4361150938d20d232800f75ffcf266090
 python-slugify==8.0.4 \
     --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
 pythonqwt==0.15.0 \
@@ -776,8 +774,8 @@ pywin32==311 \
     --hash=sha256:718a38f7e5b058e76aee1c56ddd06908116d35147e133427e59a3983f703a20d
 pywin32-ctypes==0.2.3 \
     --hash=sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8
-pywinpty==3.0.2 \
-    --hash=sha256:18f78b81e4cfee6aabe7ea8688441d30247b73e52cd9657138015c5f4ee13a51
+pywinpty==3.0.3 \
+    --hash=sha256:9c91dbb026050c77bdcef964e63a4f10f01a639113c4d3658332614544c467ab
 pyyaml==6.0.3 \
     --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c
 pyzmq==27.1.0 \
@@ -802,14 +800,14 @@ rapidfuzz==3.14.3 \
     --hash=sha256:e6b5e3036976f0fde888687d91be86d81f9ac5f7b02e218913c38285b756be6c
 readme-renderer==44.0 \
     --hash=sha256:2fbca89b81a08526aadf1357a8c2ae889ec05fb03f5da67f9769c9a592166151
-redis==5.2.1 \
-    --hash=sha256:ee7e1056b9aea0f04c6c2ed59452947f34c4940ee025f5dd83e6a6418b6989e4
+redis==7.1.0 \
+    --hash=sha256:23c52b208f92b56103e17c5d06bdc1a6c2c0b3106583985a76a18f83b265de2b
 referencing==0.37.0 \
     --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
-regex==2025.10.23 \
-    --hash=sha256:ea7a3c283ce0f06fe789365841e9174ba05f8db16e2fd6ae00a02df9572c04c0
-reportlab==4.4.2 \
-    --hash=sha256:58e11be387457928707c12153b7e41e52533a5da3f587b15ba8f8fd0805c6ee2
+regex==2025.11.3 \
+    --hash=sha256:bac4200befe50c670c405dc33af26dad5a3b6b255dd6c000d92fe4629f9ed6a5
+reportlab==4.4.9 \
+    --hash=sha256:68e2d103ae8041a37714e8896ec9b79a1c1e911d68c3bd2ea17546568cf17bfd
 requests==2.32.5 \
     --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6
 requests-ntlm==1.3.0 \
@@ -824,16 +822,16 @@ rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
 rich==14.3.3 \
     --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
-roman-numerals-py==3.1.0 \
-    --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
 rope==1.14.0 \
     --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
-rpds-py==0.27.1 \
-    --hash=sha256:f9025faafc62ed0b75a53e541895ca272815bec18abe2249ff6501c8f2e12b83
+rpds-py==0.30.0 \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15
 rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
-rtree==1.4.0 \
-    --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
 ruff==0.15.1 \
     --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
 rx==3.2.0 \
@@ -842,10 +840,10 @@ scikit-image==0.26.0 \
     --hash=sha256:ac529eb9dbd5954f9aaa2e3fe9a3fd9661bfe24e134c688587d811a0233127f1
 scikit-learn==1.8.0 \
     --hash=sha256:2de443b9373b3b615aec1bb57f9baa6bb3a9bd093f1269ba95c17d870422b271
-scipy==1.17.0 \
-    --hash=sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812
-scramp==1.4.5 \
-    --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
+scipy==1.17.1 \
+    --hash=sha256:37425bc9175607b0268f493d79a292c39f9d001a357bebb6b88fdfaff13f6448
+scramp==1.4.6 \
+    --hash=sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1
 scs==3.2.11 \
     --hash=sha256:2f4ebc0be14783ce3fcda61c616a7e922ac528af033e44a0da952dda0fe98091
 seaborn==0.13.2 \
@@ -880,12 +878,12 @@ sounddevice==0.5.3 \
     --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
 soundfile==0.13.1 \
     --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
-soupsieve==2.8 \
-    --hash=sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c
-sphinx==8.2.3 \
-    --hash=sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3
-sphinx-rtd-theme==3.0.2 \
-    --hash=sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
 sphinxcontrib-applehelp==2.0.0 \
     --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
 sphinxcontrib-devhelp==2.0.0 \
@@ -916,8 +914,8 @@ sqlparse==0.5.5 \
     --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
 squarify==0.4.4 \
     --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
-sse-starlette==3.1.2 \
-    --hash=sha256:cd800dd349f4521b317b9391d3796fa97b71748a4da9b9e00aafab32dda375c8
+sse-starlette==3.2.0 \
+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
 sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
@@ -938,8 +936,8 @@ sympy==1.14.0 \
     --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
 tabulate==0.9.0 \
     --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
-tblib==3.1.0 \
-    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
 tenacity==9.1.2 \
     --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
 termcolor==3.1.0 \
@@ -970,36 +968,34 @@ tomli-w==1.2.0 \
     --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
 tomlkit==0.14.0 \
     --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
-toolz==1.0.0 \
-    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
 tornado==6.5.4 \
     --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
 traitlets==5.14.3 \
     --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
-traittypes==0.2.1 \
-    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
 trio==0.33.0 \
     --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
-trove-classifiers==2025.9.11.17 \
-    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
 twine==6.2.0 \
     --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
     --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
-types-python-dateutil==2.9.0.20250822 \
-    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
 types-requests==2.32.4.20260107 \
     --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
 tzlocal==5.3.1 \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
 uc-micro-py==1.0.3 \
@@ -1014,10 +1010,10 @@ uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
 urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-uuid-utils==0.13.0 \
-    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
-uvicorn==0.40.0 \
-    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
@@ -1026,8 +1022,8 @@ watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
 wcwidth==0.6.0 \
     --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
-webcolors==24.11.1 \
-    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
 webencodings==0.5.1 \
     --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
 websocket-client==1.9.0 \
@@ -1038,32 +1034,30 @@ werkzeug==3.1.5 \
     --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
-wrapt==2.0.1 \
-    --hash=sha256:9ca66b38dd642bf90c59b6738af8070747b610115a39af2498535f62b5cdc1c3
-wsproto==1.2.0 \
-    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.2.0 \
     --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
     --hash=sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392
-xyzservices==2025.4.0 \
-    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
 yapf==0.43.0 \
     --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
 yarl==1.22.0 \
     --hash=sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d
-yt-dlp==2025.9.26 \
-    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
 zict==3.0.0 \
     --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
 zipp==3.23.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt
index ff195bac..0eeccaf8 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3.txt
@@ -12,7 +12,7 @@ sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sv-ttk==2.6.0 \
     --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt
index 028e2adf..b8d38cb0 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whlb3_wheels.txt
@@ -26,8 +26,8 @@ ansicolors==1.1.8 \
     --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
 anthropic==0.83.0 \
     --hash=sha256:f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810
-anyio==4.12.0 \
-    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anyio==4.12.1 \
+    --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
 anywidget==0.9.21 \
     --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
 appdirs==1.4.4 \
@@ -40,12 +40,12 @@ argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
 array-api-compat==1.13.0 \
     --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
-arrow==1.3.0 \
-    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
 asgi-csrf==0.11 \
     --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
-asgiref==3.10.0 \
-    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
 asteval==1.0.6 \
@@ -56,8 +56,8 @@ asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.0.5 \
     --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
-asyncssh==2.21.0 \
-    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
 atomicwrites==1.4.0 \
     --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
 attrs==25.4.0 \
@@ -76,8 +76,8 @@ baresql==1.0.0 \
     --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
 bcrypt==5.0.0 \
     --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
-beautifulsoup4==4.14.2 \
-    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
 black==26.1.0 \
@@ -98,14 +98,14 @@ cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
 cattrs==25.3.0 \
     --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
-certifi==2025.11.12 \
-    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
 cffi==2.0.0 \
     --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75
 chardet==5.2.0 \
     --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
-charset-normalizer==3.4.3 \
-    --hash=sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef
+charset-normalizer==3.4.4 \
+    --hash=sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14
 clarabel==0.11.1 \
     --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
 click==8.3.1 \
@@ -114,12 +114,12 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.5 \
-    --hash=sha256:25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64
+cohere==5.20.6 \
+    --hash=sha256:f67050be06c437fb3b330f1326e4fc1974cdcddbb6c25afd57c2bd94897feaa6
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-colorlog==6.9.0 \
-    --hash=sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff
+colorlog==6.10.1 \
+    --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
 comm==0.2.3 \
     --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
 contourpy==1.3.3 \
@@ -150,8 +150,6 @@ decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
     --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
-deprecated==1.3.1 \
-    --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f
 diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
@@ -160,14 +158,14 @@ distributed==2026.1.2 \
     --hash=sha256:30ccb5587351f50304f6f6e219ea91bc09d88401125779caa8be5253e9d3ecf2
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
-dnspython==2.7.0 \
-    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
 docstring-parser==0.17.0 \
     --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
 docstring-to-markdown==0.17 \
     --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
-docutils==0.21.2 \
-    --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
 duckdb==1.4.4 \
     --hash=sha256:6fb1225a9ea5877421481d59a6c556a9532c32c16c7ae6ca8d127e2b878c9389
 entrypoints==0.4 \
@@ -206,8 +204,8 @@ flit-core==3.12.0 \
     --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
 folium==0.20.0 \
     --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
-fonttools==4.61.0 \
-    --hash=sha256:c53b47834ae41e8e4829171cc44fec0fdf125545a15f6da41776b926b9645a9a
+fonttools==4.61.1 \
+    --hash=sha256:21e7c8d76f62ab13c9472ccf74515ca5b9a761d1bde3265152a6dc58700d895b
 fqdn==1.5.1 \
     --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
 frozenlist==1.8.0 \
@@ -216,8 +214,8 @@ fsspec==2026.1.0 \
     --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
-genai-prices==0.0.38 \
-    --hash=sha256:c1ddf9040877116e23c4e1dfb390f8e9683b533c758e5d756494e1a26159ea4f
+genai-prices==0.0.54 \
+    --hash=sha256:5b45012b2981b7d4d42c49c8614ee95420fec244c87542542045786b36fc2235
 geographiclib==2.1 \
     --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
 geopandas==1.1.2 \
@@ -228,10 +226,10 @@ gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
 gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
-google-auth==2.47.0 \
-    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
-google-genai==1.58.0 \
-    --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+google-auth==2.48.0 \
+    --hash=sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f
+google-genai==1.64.0 \
+    --hash=sha256:78a4d2deeb33b15ad78eaa419f6f431755e7f0e03771254f8000d70f717e940b
 googleapis-common-protos==1.72.0 \
     --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
@@ -242,16 +240,16 @@ graphql-relay==3.2.0 \
     --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
 greenlet==3.3.1 \
     --hash=sha256:27289986f4e5b0edec7b5a91063c109f0276abb09a7e9bdab08437525977c946
-griffe==1.14.0 \
-    --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
+griffe==1.15.0 \
+    --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
 groq==1.0.0 \
     --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.14.1 \
     --hash=sha256:d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-h2==4.2.0 \
-    --hash=sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0
+h2==4.3.0 \
+    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
 h5py==3.15.1 \
     --hash=sha256:dea78b092fd80a083563ed79a3171258d4a4d307492e7cf8b2313d464c82ba52
 hatchling==1.28.0 \
@@ -270,8 +268,8 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.1 \
-    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
 huggingface-hub==1.4.1 \
     --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
 hupper==1.12.1 \
@@ -296,8 +294,8 @@ importlib-metadata==8.7.1 \
     --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
-iniconfig==2.1.0 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
+iniconfig==2.3.0 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
 intervaltree==3.2.1 \
     --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
@@ -322,18 +320,18 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.1.0 \
-    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
+isort==7.0.0 \
+    --hash=sha256:1bcabac8bc3c36c7fb7b98a76c8abb18e0f841a3ba81decac7691008592499c1
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.0.1 \
-    --hash=sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4
-jaraco-functools==4.3.0 \
-    --hash=sha256:227ff8ed6f7b8f62c56deff101545fa7543cf2c8e7b82a7c2116e672f29c26e8
+jaraco-context==6.1.0 \
+    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-functools==4.4.0 \
+    --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
     --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
 jellyfish==1.2.1 \
@@ -344,8 +342,8 @@ jiter==0.12.0 \
     --hash=sha256:e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
-json5==0.12.1 \
-    --hash=sha256:d9c9b3bc34a5f54d43c35e11ef7cb87d8bdd098c6ace87117a7b7e83e705c1d5
+json5==0.13.0 \
+    --hash=sha256:9a08e1dd65f6a4d4c6fa82d216cf2477349ec2346a38fd70cc11d2557499fbcc
 jsonpatch==1.33 \
     --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade
 jsonpointer==3.0.0 \
@@ -376,8 +374,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.4 \
-    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
+jupyterlab==4.5.5 \
+    --hash=sha256:a35694a40a8e7f2e82f387472af24e61b22adcce87b5a8ab97a5d9c486202a6d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -400,10 +398,10 @@ langgraph-checkpoint==4.0.0 \
     --hash=sha256:3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784
 langgraph-prebuilt==1.0.8 \
     --hash=sha256:d16a731e591ba4470f3e313a319c7eee7dbc40895bcf15c821f985a3522a7ce0
-langgraph-sdk==0.3.5 \
-    --hash=sha256:bcfa1dcbddadb604076ce46f5e08969538735e5ac47fa863d4fac5a512dab5c9
-langsmith==0.7.5 \
-    --hash=sha256:c120c43c98af5f5af8877341f8256aba1a170a292645b31572f06b0cf703c683
+langgraph-sdk==0.3.8 \
+    --hash=sha256:90436594e95c6fc1d1dafb59ac1c5eff2f8e1853eecc6082262b8e6de04233c1
+langsmith==0.7.6 \
+    --hash=sha256:28d256584969db723b68189a7dbb065836572728ab4d9597ec5379fe0a1e1641
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -416,8 +414,8 @@ locket==1.0.0 \
     --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
 logfire-api==4.14.2 \
     --hash=sha256:aa4af2ecb007c3e0095e25ba4526fd8c0e2c0be2ceceac71ca651c4ad86dc713
-lsprotocol==2023.0.1 \
-    --hash=sha256:c75223c9e4af2f24272b14c6375787438279369236cd568f596d4951052a60f2
+lsprotocol==2025.0.0 \
+    --hash=sha256:f9d78f25221f2a60eaa4a96d3b4ffae011b107537facee61d3da3313880995c7
 lxml==6.0.2 \
     --hash=sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7
 mako==1.3.10 \
@@ -448,8 +446,8 @@ missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
 mistralai==1.12.4 \
     --hash=sha256:7b69fcbc306436491ad3377fbdead527c9f3a0ce145ec029bf04c6308ff2cca6
-mistune==3.1.4 \
-    --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
+mistune==3.2.0 \
+    --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
 ml-dtypes==0.5.4 \
@@ -476,10 +474,10 @@ mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.16.0 \
-    --hash=sha256:846f1fd7093ac69d63526e50732033e86c30ea0026a44d9b23991010c7d1485d
-nbclient==0.10.2 \
-    --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
+narwhals==2.17.0 \
+    --hash=sha256:2ac5307b7c2b275a7d66eeda906b8605e3d7a760951e188dcfff86e8ebe083dd
+nbclient==0.10.4 \
+    --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.16.6 \
     --hash=sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b
 nbformat==5.10.4 \
@@ -490,8 +488,8 @@ networkx==3.6.1 \
     --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
 nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
-nltk==3.9.1 \
-    --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
+nltk==3.9.2 \
+    --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
 notebook==7.5.3 \
     --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
@@ -500,12 +498,12 @@ numba==0.64.0 \
     --hash=sha256:396f43c3f77e78d7ec84cdfc6b04969c78f8f169351b3c4db814b97e7acf4245
 numpy==2.4.2 \
     --hash=sha256:7df2de1e4fba69a51c06c28f5a3de36731eb9639feb8e1cf7e4a7b0daf4cf622
-numpydoc==1.9.0 \
-    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
+numpydoc==1.10.0 \
+    --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
 onnxruntime==1.24.2 \
     --hash=sha256:1fd824ee4f6fb811bc47ffec2b25f129f31a087214ca91c8b4f6fda32962b78f
-openai==2.21.0 \
-    --hash=sha256:0bc1c775e5b1536c294eded39ee08f8407656537ccc71b1004104fe1602e267c
+openai==2.23.0 \
+    --hash=sha256:1041d40bebf845053fda1946104f8bf9c3e2df957a41c3878c55c72c352630e9
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -520,14 +518,14 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.17.0 \
-    --hash=sha256:057f95213e403ff3a975f287aef6b687299d0c4512d211de24b1b98050cd4fbf
-optuna==4.6.0 \
-    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
-orjson==3.11.4 \
-    --hash=sha256:09bf242a4af98732db9f9a1ec57ca2604848e16f132e3f72edfd3c5c96de009a
-ormsgpack==1.12.0 \
-    --hash=sha256:8ed37f29772432048b58174e920a1d4c4cde0404a5d448d3d8bbcc95d86a6918
+optree==0.18.0 \
+    --hash=sha256:5b75e32c191e4b8cf42a8aa854ed264df82936136c0bcad77be44605da41cdfc
+optuna==4.7.0 \
+    --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
+orjson==3.11.7 \
+    --hash=sha256:b9f95dcdea9d4f805daa9ddf02617a89e484c6985fa03055459f90e87d7a0757
+ormsgpack==1.12.2 \
+    --hash=sha256:21f4276caca5c03a818041d637e4019bc84f9d6ca8baa5ea03e5cc8bf56140e9
 osqp==1.1.1 \
     --hash=sha256:b1bd86a9fb19f484705acdff47ec89d68af5c12fba9def921df503bc6bca8e39
 outcome==1.3.0.post0 \
@@ -540,14 +538,14 @@ pandocfilters==1.5.1 \
     --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc
 papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
-parso==0.8.5 \
-    --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
+parso==0.8.6 \
+    --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==1.0.3 \
-    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
-patsy==1.0.1 \
-    --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
+pathspec==1.0.4 \
+    --hash=sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723
+patsy==1.0.2 \
+    --hash=sha256:37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a
 pep8==1.7.1 \
     --hash=sha256:b22cfae5db09833bb9bd7c8463b53e1a9c9b39f12e304a8d0bba729c501827ee
 pexpect==4.9.0 \
@@ -564,8 +562,8 @@ pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.1 \
-    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
+plotly==6.5.2 \
+    --hash=sha256:91757653bd9c550eeea2fa2404dba6b85d1e366d54804c340b2c874e5a7eb4a4
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
 plotpy==2.8.4 \
@@ -578,8 +576,8 @@ polars==1.38.1 \
     --hash=sha256:a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
 polars-runtime-32==1.38.1 \
     --hash=sha256:08c2b3b93509c1141ac97891294ff5c5b0c548a373f583eaaea873a4bf506437
-prettytable==3.16.0 \
-    --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
+prettytable==3.17.0 \
+    --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.16.5 \
     --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
@@ -590,14 +588,14 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e
-protobuf==6.33.4 \
-    --hash=sha256:8f11ffae31ec67fc2554c2ef891dcb561dae9a2a3ed941f9e134c2db06657dbc
+protobuf==6.33.5 \
+    --hash=sha256:3093804752167bcab3998bec9f1048baae6e29505adaf1afd14a37bddede533c
 psutil==7.2.1 \
     --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:8dc379166b5b7d5ea66dcebf433011dfc51a7bb8a5fc12367fa05668e5fc53c8
-psygnal==0.15.0 \
-    --hash=sha256:c60d36d46c992835608030ff3fa918c06c7f22133391d90500585fef726f5d07
+psygnal==0.15.1 \
+    --hash=sha256:ac0e693b29e0a429e97315a52313321855bef6140e9975b7ae78b4d93c8fbb42
 ptpython==3.0.31 \
     --hash=sha256:ddd25fadb6f2ecd4469a699c068d2dcd40d77c7105922569bba6dc79c0523458
 ptyprocess==0.7.0 \
@@ -608,14 +606,14 @@ pyarrow==23.0.1 \
     --hash=sha256:cecfb12ef629cf6be0b1887f9f86463b0dd3dc3195ae6224e74006be4736035a
 pyasn1==0.6.1 \
     --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629
-pyasn1-modules==0.4.1 \
-    --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
 pycodestyle==2.12.1 \
     --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
-pycparser==2.23 \
-    --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
+pycparser==3.0 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
 pydantic==2.12.5 \
     --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
 pydantic-ai-slim==1.12.0 \
@@ -638,10 +636,10 @@ pydub==0.25.1 \
     --hash=sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6
 pyflakes==3.2.0 \
     --hash=sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a
-pygithub==2.6.1 \
-    --hash=sha256:6f2fa6d076ccae475f9fc392cc6cdbd54db985d4f69b8833a28397de75ed6ca3
-pygments==2.19.1 \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
+pygithub==2.8.1 \
+    --hash=sha256:23a0a5bca93baef082e03411bf0ce27204c32be8bfa7abc92fe4a3e132936df0
+pygments==2.19.2 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
 pyjwt==2.10.1 \
     --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
 pylint==4.0.4 \
@@ -654,8 +652,8 @@ pymongo==4.15.3 \
     --hash=sha256:52f40c4b8c00bc53d4e357fe0de13d031c4cddb5d201e1a027db437e8d2887f8
 pympler==1.1 \
     --hash=sha256:5b223d6027d0619584116a0cbc28e8d2e378f7a79c1e5e024f9ff3b673c58506
-pynacl==1.6.1 \
-    --hash=sha256:a569a4069a7855f963940040f35e87d8bc084cb2d6347428d5ad20550a0a1a21
+pynacl==1.6.2 \
+    --hash=sha256:62985f233210dee6548c223301b6c25440852e13d59a8b81490203c3227c5ba0
 pynndescent==0.6.0 \
     --hash=sha256:dc8c74844e4c7f5cbd1e0cd6909da86fdc789e6ff4997336e344779c3d5538ef
 pyodbc==5.3.0 \
@@ -666,10 +664,10 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.3.1 \
-    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
-pypdf==6.6.0 \
-    --hash=sha256:bca9091ef6de36c7b1a81e09327c554b7ce51e88dad68f5890c2b4a4417f1fd7
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+pypdf==6.6.2 \
+    --hash=sha256:44c0c9811cfb3b83b28f1c3d054531d5b8b81abaedee0d8cb403650d023832ba
 pyperclip==1.11.0 \
     --hash=sha256:299403e9ff44581cb9ba2ffeed69c7aa96a008622ad0c46cb575ca75b5b84273
 pyproj==3.7.2 \
@@ -700,8 +698,8 @@ python-barcode==0.16.1 \
     --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
 python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
-python-dotenv==1.1.0 \
-    --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
+python-dotenv==1.2.1 \
+    --hash=sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
 python-json-logger==4.0.0 \
     --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
@@ -712,8 +710,8 @@ python-lsp-ruff==2.3.0 \
     --hash=sha256:b858b698fbaff5670f6d5e6c66afc632908f78639d73dc85dedd33ae5fdd204f
 python-lsp-server==1.14.0 \
     --hash=sha256:a71a917464effc48f4c70363f90b8520e5e3ba8201428da80b97a7ceb259e32a
-python-multipart==0.0.20 \
-    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104
+python-multipart==0.0.21 \
+    --hash=sha256:cf7a6713e01c87aa35387f4774e812c4361150938d20d232800f75ffcf266090
 python-slugify==8.0.4 \
     --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
 pythonqwt==0.15.0 \
@@ -736,8 +734,8 @@ pywin32==311 \
     --hash=sha256:718a38f7e5b058e76aee1c56ddd06908116d35147e133427e59a3983f703a20d
 pywin32-ctypes==0.2.3 \
     --hash=sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8
-pywinpty==3.0.2 \
-    --hash=sha256:18f78b81e4cfee6aabe7ea8688441d30247b73e52cd9657138015c5f4ee13a51
+pywinpty==3.0.3 \
+    --hash=sha256:9c91dbb026050c77bdcef964e63a4f10f01a639113c4d3658332614544c467ab
 pyyaml==6.0.3 \
     --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c
 pyzmq==27.1.0 \
@@ -762,14 +760,14 @@ rapidfuzz==3.14.3 \
     --hash=sha256:e6b5e3036976f0fde888687d91be86d81f9ac5f7b02e218913c38285b756be6c
 readme-renderer==44.0 \
     --hash=sha256:2fbca89b81a08526aadf1357a8c2ae889ec05fb03f5da67f9769c9a592166151
-redis==5.2.1 \
-    --hash=sha256:ee7e1056b9aea0f04c6c2ed59452947f34c4940ee025f5dd83e6a6418b6989e4
+redis==7.1.0 \
+    --hash=sha256:23c52b208f92b56103e17c5d06bdc1a6c2c0b3106583985a76a18f83b265de2b
 referencing==0.37.0 \
     --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
-regex==2025.10.23 \
-    --hash=sha256:ea7a3c283ce0f06fe789365841e9174ba05f8db16e2fd6ae00a02df9572c04c0
-reportlab==4.4.2 \
-    --hash=sha256:58e11be387457928707c12153b7e41e52533a5da3f587b15ba8f8fd0805c6ee2
+regex==2025.11.3 \
+    --hash=sha256:bac4200befe50c670c405dc33af26dad5a3b6b255dd6c000d92fe4629f9ed6a5
+reportlab==4.4.9 \
+    --hash=sha256:68e2d103ae8041a37714e8896ec9b79a1c1e911d68c3bd2ea17546568cf17bfd
 requests==2.32.5 \
     --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6
 requests-ntlm==1.3.0 \
@@ -784,16 +782,16 @@ rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
 rich==14.3.3 \
     --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
-roman-numerals-py==3.1.0 \
-    --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
 rope==1.14.0 \
     --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
-rpds-py==0.27.1 \
-    --hash=sha256:f9025faafc62ed0b75a53e541895ca272815bec18abe2249ff6501c8f2e12b83
+rpds-py==0.30.0 \
+    --hash=sha256:806f36b1b605e2d6a72716f321f20036b9489d29c51c91f4dd29a3e3afb73b15
 rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
-rtree==1.4.0 \
-    --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
 ruff==0.15.1 \
     --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
 rx==3.2.0 \
@@ -802,10 +800,10 @@ scikit-image==0.26.0 \
     --hash=sha256:ac529eb9dbd5954f9aaa2e3fe9a3fd9661bfe24e134c688587d811a0233127f1
 scikit-learn==1.8.0 \
     --hash=sha256:2de443b9373b3b615aec1bb57f9baa6bb3a9bd093f1269ba95c17d870422b271
-scipy==1.17.0 \
-    --hash=sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812
-scramp==1.4.5 \
-    --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
+scipy==1.17.1 \
+    --hash=sha256:37425bc9175607b0268f493d79a292c39f9d001a357bebb6b88fdfaff13f6448
+scramp==1.4.6 \
+    --hash=sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1
 scs==3.2.11 \
     --hash=sha256:2f4ebc0be14783ce3fcda61c616a7e922ac528af033e44a0da952dda0fe98091
 seaborn==0.13.2 \
@@ -840,12 +838,12 @@ sounddevice==0.5.3 \
     --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
 soundfile==0.13.1 \
     --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
-soupsieve==2.8 \
-    --hash=sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c
-sphinx==8.2.3 \
-    --hash=sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3
-sphinx-rtd-theme==3.0.2 \
-    --hash=sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
 sphinxcontrib-applehelp==2.0.0 \
     --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
 sphinxcontrib-devhelp==2.0.0 \
@@ -876,8 +874,8 @@ sqlparse==0.5.5 \
     --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
 squarify==0.4.4 \
     --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
-sse-starlette==3.1.2 \
-    --hash=sha256:cd800dd349f4521b317b9391d3796fa97b71748a4da9b9e00aafab32dda375c8
+sse-starlette==3.2.0 \
+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
 sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
@@ -896,8 +894,8 @@ sympy==1.14.0 \
     --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
 tabulate==0.9.0 \
     --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
-tblib==3.1.0 \
-    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
 tenacity==9.1.2 \
     --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
 termcolor==3.1.0 \
@@ -928,36 +926,34 @@ tomli-w==1.2.0 \
     --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
 tomlkit==0.14.0 \
     --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
-toolz==1.0.0 \
-    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
 tornado==6.5.4 \
     --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
 traitlets==5.14.3 \
     --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
-traittypes==0.2.1 \
-    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
 trio==0.33.0 \
     --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
-trove-classifiers==2025.9.11.17 \
-    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
 twine==6.2.0 \
     --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
     --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
-types-python-dateutil==2.9.0.20250822 \
-    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
 types-requests==2.32.4.20260107 \
     --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
 tzlocal==5.3.1 \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
 ujson==5.11.0 \
@@ -970,10 +966,10 @@ uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
 urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-uuid-utils==0.13.0 \
-    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
-uvicorn==0.40.0 \
-    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
@@ -982,8 +978,8 @@ watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
 wcwidth==0.6.0 \
     --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
-webcolors==24.11.1 \
-    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
 webencodings==0.5.1 \
     --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
 websocket-client==1.9.0 \
@@ -994,30 +990,28 @@ werkzeug==3.1.5 \
     --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a
-wrapt==2.0.1 \
-    --hash=sha256:9ca66b38dd642bf90c59b6738af8070747b610115a39af2498535f62b5cdc1c3
-wsproto==1.2.0 \
-    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.2.0 \
     --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
     --hash=sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392
-xyzservices==2025.4.0 \
-    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
 yapf==0.43.0 \
     --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
 yarl==1.22.0 \
     --hash=sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d
-yt-dlp==2025.9.26 \
-    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
 zict==3.0.0 \
     --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
 zipp==3.23.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt
index ff195bac..0eeccaf8 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dotb3.txt
@@ -12,7 +12,7 @@ sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sv-ttk==2.6.0 \
     --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt
index ff195bac..0eeccaf8 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0freeb3.txt
@@ -12,7 +12,7 @@ sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sv-ttk==2.6.0 \
     --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt
index 6a677387..0f29e19c 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimb3.txt
@@ -26,8 +26,8 @@ ansicolors==1.1.8 \
     --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
 anthropic==0.83.0 \
     --hash=sha256:f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810
-anyio==4.12.0 \
-    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anyio==4.12.1 \
+    --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
 anywidget==0.9.21 \
     --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
 appdirs==1.4.4 \
@@ -40,28 +40,28 @@ argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
 array-api-compat==1.13.0 \
     --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
-arrow==1.3.0 \
-    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
 asgi-csrf==0.11 \
     --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
-asgiref==3.10.0 \
-    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
 asteval==1.0.6 \
     --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
 astroid==4.0.2 \
     --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
-astropy==7.1.1 \
-    --hash=sha256:d56b83a7e6757ba4936b4bc73284a2ac4bdf94d7b428f7b6ce8829e4a48c37e9
-astropy-iers-data==0.2026.1.12.0.42.13 \
-    --hash=sha256:1ed3e665ad8938cd4410ee205894ff6ca4d1d5bd6b0357a94cc39e55150398ba
+astropy==7.2.0 \
+    --hash=sha256:dc7c340ba1713e55c93071b32033f3153470a0f663a4d539c03a7c9b44020790
+astropy-iers-data==0.2026.2.2.0.48.1 \
+    --hash=sha256:62aecb2faea740e0d714808b85512ebe4f29adbfe1e8d5e5481cfd66494d164f
 asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.0.5 \
     --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
-asyncssh==2.21.0 \
-    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
 atomicwrites==1.4.0 \
     --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
 attrs==25.4.0 \
@@ -80,8 +80,8 @@ baresql==1.0.0 \
     --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
 bcrypt==5.0.0 \
     --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
-beautifulsoup4==4.14.2 \
-    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
 black==26.1.0 \
@@ -102,14 +102,14 @@ cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
 cattrs==25.3.0 \
     --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
-certifi==2025.11.12 \
-    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
 cffi==2.0.0 \
     --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25
 chardet==5.2.0 \
     --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
-charset-normalizer==3.4.3 \
-    --hash=sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c
+charset-normalizer==3.4.4 \
+    --hash=sha256:8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c
 clarabel==0.11.1 \
     --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
 click==8.3.1 \
@@ -118,14 +118,14 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.5 \
-    --hash=sha256:25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64
+cohere==5.20.6 \
+    --hash=sha256:f67050be06c437fb3b330f1326e4fc1974cdcddbb6c25afd57c2bd94897feaa6
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorcet==3.1.0 \
     --hash=sha256:2a7d59cc8d0f7938eeedd08aad3152b5319b4ba3bcb7a612398cc17a384cb296
-colorlog==6.9.0 \
-    --hash=sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff
+colorlog==6.10.1 \
+    --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
 comm==0.2.3 \
     --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
 contourpy==1.3.3 \
@@ -158,8 +158,6 @@ decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
     --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
-deprecated==1.3.1 \
-    --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f
 diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
@@ -170,14 +168,14 @@ distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==6.0.2 \
     --hash=sha256:610dd3b13d15ec3f1e1d257caedd751db8033c5ad8ea0e2d1219a8acf446ecc6
-dnspython==2.7.0 \
-    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
 docstring-parser==0.17.0 \
     --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
 docstring-to-markdown==0.17 \
     --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
-docutils==0.21.2 \
-    --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
 duckdb==1.4.4 \
     --hash=sha256:59c8d76016dde854beab844935b1ec31de358d4053e792988108e995b18c08e7
 entrypoints==0.4 \
@@ -216,8 +214,8 @@ flit-core==3.12.0 \
     --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
 folium==0.20.0 \
     --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
-fonttools==4.61.0 \
-    --hash=sha256:02bdf8e04d1a70476564b8640380f04bb4ac74edc1fc71f1bacb840b3e398ee9
+fonttools==4.61.1 \
+    --hash=sha256:4f5686e1fe5fce75d82d93c47a438a25bf0d1319d2843a926f741140b2b16e0c
 foundry-local-sdk==0.5.1 \
     --hash=sha256:f3639a3666bc3a94410004a91671338910ac2e1b8094b1587cc4db0f4a7df07e
 fqdn==1.5.1 \
@@ -228,8 +226,8 @@ fsspec==2026.1.0 \
     --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
-genai-prices==0.0.38 \
-    --hash=sha256:c1ddf9040877116e23c4e1dfb390f8e9683b533c758e5d756494e1a26159ea4f
+genai-prices==0.0.54 \
+    --hash=sha256:5b45012b2981b7d4d42c49c8614ee95420fec244c87542542045786b36fc2235
 geographiclib==2.1 \
     --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
 geopandas==1.1.2 \
@@ -240,10 +238,10 @@ gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
 gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
-google-auth==2.47.0 \
-    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
-google-genai==1.58.0 \
-    --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+google-auth==2.48.0 \
+    --hash=sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f
+google-genai==1.64.0 \
+    --hash=sha256:78a4d2deeb33b15ad78eaa419f6f431755e7f0e03771254f8000d70f717e940b
 googleapis-common-protos==1.72.0 \
     --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
@@ -254,16 +252,16 @@ graphql-relay==3.2.0 \
     --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
 greenlet==3.3.1 \
     --hash=sha256:96aff77af063b607f2489473484e39a0bbae730f2ea90c9e5606c9b73c44174a
-griffe==1.14.0 \
-    --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
+griffe==1.15.0 \
+    --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
 groq==1.0.0 \
     --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.14.1 \
     --hash=sha256:d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-h2==4.2.0 \
-    --hash=sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0
+h2==4.3.0 \
+    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
 h5py==3.15.1 \
     --hash=sha256:9c73d1d7cdb97d5b17ae385153472ce118bed607e43be11e9a9deefaa54e0734
 hatchling==1.28.0 \
@@ -284,8 +282,8 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.1 \
-    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
 huggingface-hub==1.4.1 \
     --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
 hupper==1.12.1 \
@@ -312,8 +310,8 @@ importlib-metadata==8.7.1 \
     --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
-iniconfig==2.1.0 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
+iniconfig==2.3.0 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
 intervaltree==3.2.1 \
     --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
@@ -338,18 +336,18 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.1.0 \
-    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
+isort==7.0.0 \
+    --hash=sha256:1bcabac8bc3c36c7fb7b98a76c8abb18e0f841a3ba81decac7691008592499c1
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.0.1 \
-    --hash=sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4
-jaraco-functools==4.3.0 \
-    --hash=sha256:227ff8ed6f7b8f62c56deff101545fa7543cf2c8e7b82a7c2116e672f29c26e8
+jaraco-context==6.1.0 \
+    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-functools==4.4.0 \
+    --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
     --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
 jellyfish==1.2.1 \
@@ -360,8 +358,8 @@ jiter==0.12.0 \
     --hash=sha256:e1fe01c082f6aafbe5c8faf0ff074f38dfb911d53f07ec333ca03f8f6226debf
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
-json5==0.12.1 \
-    --hash=sha256:d9c9b3bc34a5f54d43c35e11ef7cb87d8bdd098c6ace87117a7b7e83e705c1d5
+json5==0.13.0 \
+    --hash=sha256:9a08e1dd65f6a4d4c6fa82d216cf2477349ec2346a38fd70cc11d2557499fbcc
 jsonpatch==1.33 \
     --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade
 jsonpointer==3.0.0 \
@@ -392,8 +390,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.4 \
-    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
+jupyterlab==4.5.5 \
+    --hash=sha256:a35694a40a8e7f2e82f387472af24e61b22adcce87b5a8ab97a5d9c486202a6d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -416,10 +414,10 @@ langgraph-checkpoint==4.0.0 \
     --hash=sha256:3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784
 langgraph-prebuilt==1.0.8 \
     --hash=sha256:d16a731e591ba4470f3e313a319c7eee7dbc40895bcf15c821f985a3522a7ce0
-langgraph-sdk==0.3.5 \
-    --hash=sha256:bcfa1dcbddadb604076ce46f5e08969538735e5ac47fa863d4fac5a512dab5c9
-langsmith==0.7.5 \
-    --hash=sha256:c120c43c98af5f5af8877341f8256aba1a170a292645b31572f06b0cf703c683
+langgraph-sdk==0.3.8 \
+    --hash=sha256:90436594e95c6fc1d1dafb59ac1c5eff2f8e1853eecc6082262b8e6de04233c1
+langsmith==0.7.6 \
+    --hash=sha256:28d256584969db723b68189a7dbb065836572728ab4d9597ec5379fe0a1e1641
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -434,8 +432,8 @@ locket==1.0.0 \
     --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
 logfire-api==4.14.2 \
     --hash=sha256:aa4af2ecb007c3e0095e25ba4526fd8c0e2c0be2ceceac71ca651c4ad86dc713
-lsprotocol==2023.0.1 \
-    --hash=sha256:c75223c9e4af2f24272b14c6375787438279369236cd568f596d4951052a60f2
+lsprotocol==2025.0.0 \
+    --hash=sha256:f9d78f25221f2a60eaa4a96d3b4ffae011b107537facee61d3da3313880995c7
 lxml==6.0.2 \
     --hash=sha256:fa25afbadead523f7001caf0c2382afd272c315a033a7b06336da2637d92d6ed
 magika==0.6.2 \
@@ -448,8 +446,8 @@ markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
     --hash=sha256:3f02d3cc52714084d6e589f70397b6fc9f2f3a8531481bf35e8cc39f975e186a
-markitdown==0.1.2 \
-    --hash=sha256:4881f0768794ffccb52d09dd86498813a6896ba9639b4fc15512817f56ed9d74
+markitdown==0.1.5 \
+    --hash=sha256:5180a9a841e20fc01c2c09dbc5d039638429bbebcdc2af1b2615c3c427840434
 markupsafe==3.0.3 \
     --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581
 matplotlib==3.10.8 \
@@ -474,8 +472,8 @@ missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
 mistralai==1.12.4 \
     --hash=sha256:7b69fcbc306436491ad3377fbdead527c9f3a0ce145ec029bf04c6308ff2cca6
-mistune==3.1.4 \
-    --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
+mistune==3.2.0 \
+    --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
 ml-dtypes==0.5.4 \
@@ -506,10 +504,10 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:56104693478fd447886c470a6d0558ded0fe2577df44c18232a6af6a2bbdd3e9
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.16.0 \
-    --hash=sha256:846f1fd7093ac69d63526e50732033e86c30ea0026a44d9b23991010c7d1485d
-nbclient==0.10.2 \
-    --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
+narwhals==2.17.0 \
+    --hash=sha256:2ac5307b7c2b275a7d66eeda906b8605e3d7a760951e188dcfff86e8ebe083dd
+nbclient==0.10.4 \
+    --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.16.6 \
     --hash=sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b
 nbformat==5.10.4 \
@@ -520,8 +518,8 @@ networkx==3.6.1 \
     --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
 nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
-nltk==3.9.1 \
-    --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
+nltk==3.9.2 \
+    --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
 notebook==7.5.3 \
     --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
@@ -530,12 +528,12 @@ numba==0.64.0 \
     --hash=sha256:213e9acbe7f1c05090592e79020315c1749dd52517b90e94c517dca3f014d4a1
 numpy==2.4.2 \
     --hash=sha256:068cdb2d0d644cdb45670810894f6a0600797a69c05f1ac478e8d31670b8ee75
-numpydoc==1.9.0 \
-    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
+numpydoc==1.10.0 \
+    --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
 onnxruntime==1.24.2 \
     --hash=sha256:45b4f68ffec95b2cc0dc96b2b413f69ace9a80a0e5400023c5ac61f73a7a3fdf
-openai==2.21.0 \
-    --hash=sha256:0bc1c775e5b1536c294eded39ee08f8407656537ccc71b1004104fe1602e267c
+openai==2.23.0 \
+    --hash=sha256:1041d40bebf845053fda1946104f8bf9c3e2df957a41c3878c55c72c352630e9
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -550,14 +548,14 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.17.0 \
-    --hash=sha256:aa963de4146fa1b5cdffb479d324262f245c957df0bb9a9b37f6fd559d027acc
-optuna==4.6.0 \
-    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
-orjson==3.11.4 \
-    --hash=sha256:0a54d6635fa3aaa438ae32e8570b9f0de36f3f6562c308d2a2a452e8b0592db1
-ormsgpack==1.12.0 \
-    --hash=sha256:4e418256c5d8622b8bc92861936f7c6a0131355e7bcad88a42102ae8227f8a1c
+optree==0.18.0 \
+    --hash=sha256:2b5cfb5fc643f16d3a7d957807e55a937dce07566c49ccc4aa71b01064c56758
+optuna==4.7.0 \
+    --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
+orjson==3.11.7 \
+    --hash=sha256:845c3e0d8ded9c9271cd79596b9b552448b885b97110f628fb687aee2eed11c1
+ormsgpack==1.12.2 \
+    --hash=sha256:ae3aba7eed4ca7cb79fd3436eddd29140f17ea254b91604aa1eb19bfcedb990f
 osqp==1.1.1 \
     --hash=sha256:514b2e1d14b5bad9a91ff4dbcbad8da75ef4fb5eee18864e0bbbb620fc6dbcd7
 outcome==1.3.0.post0 \
@@ -574,14 +572,14 @@ papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
 param==2.3.1 \
     --hash=sha256:886b19031438719bbecfd15044dcdd9ed3cb9edb199191294f75600c7081d163
-parso==0.8.5 \
-    --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
+parso==0.8.6 \
+    --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==1.0.3 \
-    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
-patsy==1.0.1 \
-    --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
+pathspec==1.0.4 \
+    --hash=sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723
+patsy==1.0.2 \
+    --hash=sha256:37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a
 pep8==1.7.1 \
     --hash=sha256:b22cfae5db09833bb9bd7c8463b53e1a9c9b39f12e304a8d0bba729c501827ee
 pexpect==4.9.0 \
@@ -596,8 +594,8 @@ pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.1 \
-    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
+plotly==6.5.2 \
+    --hash=sha256:91757653bd9c550eeea2fa2404dba6b85d1e366d54804c340b2c874e5a7eb4a4
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
 plotpy==2.8.4 \
@@ -610,8 +608,8 @@ polars==1.38.1 \
     --hash=sha256:a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
 polars-runtime-32==1.38.1 \
     --hash=sha256:08c2b3b93509c1141ac97891294ff5c5b0c548a373f583eaaea873a4bf506437
-prettytable==3.16.0 \
-    --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
+prettytable==3.17.0 \
+    --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.16.5 \
     --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
@@ -622,14 +620,14 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153
-protobuf==6.33.4 \
-    --hash=sha256:8f11ffae31ec67fc2554c2ef891dcb561dae9a2a3ed941f9e134c2db06657dbc
+protobuf==6.33.5 \
+    --hash=sha256:3093804752167bcab3998bec9f1048baae6e29505adaf1afd14a37bddede533c
 psutil==7.2.1 \
     --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:f10a48acba5fe6e312b891f290b4d2ca595fc9a06850fe53320beac353575578
-psygnal==0.15.0 \
-    --hash=sha256:6034cacebd252776743450be62f25df323f8cb4ed7b01a46fc4dcf540baa64a6
+psygnal==0.15.1 \
+    --hash=sha256:d3a03055f331ce91d44581c71edb79938ccc133a94af2ce7ad3a18fa57ac7be5
 ptpython==3.0.31 \
     --hash=sha256:ddd25fadb6f2ecd4469a699c068d2dcd40d77c7105922569bba6dc79c0523458
 ptyprocess==0.7.0 \
@@ -640,16 +638,16 @@ pyarrow==23.0.1 \
     --hash=sha256:3a4c85ef66c134161987c17b147d6bffdca4566f9a4c1d81a0a01cdf08414ea5
 pyasn1==0.6.1 \
     --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629
-pyasn1-modules==0.4.1 \
-    --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
 pycodestyle==2.12.1 \
     --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
-pycparser==2.23 \
-    --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
-pyct==0.5.0 \
-    --hash=sha256:a4038a8885059ab8cac6f946ea30e0b5e6bdbe0b92b6723f06737035f9d65e8c
+pycparser==3.0 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+pyct==0.6.0 \
+    --hash=sha256:cfaded7289fca72ddf6579b81459e3ec8db323a508e61c49aa318ee3cd6ff160
 pydantic==2.12.5 \
     --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
 pydantic-ai-slim==1.12.0 \
@@ -674,10 +672,10 @@ pyerfa==2.0.1.5 \
     --hash=sha256:66292d437dcf75925b694977aa06eb697126e7b86553e620371ed3e48b5e0ad0
 pyflakes==3.2.0 \
     --hash=sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a
-pygithub==2.6.1 \
-    --hash=sha256:6f2fa6d076ccae475f9fc392cc6cdbd54db985d4f69b8833a28397de75ed6ca3
-pygments==2.19.1 \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
+pygithub==2.8.1 \
+    --hash=sha256:23a0a5bca93baef082e03411bf0ce27204c32be8bfa7abc92fe4a3e132936df0
+pygments==2.19.2 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
 pyjwt==2.10.1 \
     --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
 pylint==4.0.4 \
@@ -690,8 +688,8 @@ pymongo==4.15.3 \
     --hash=sha256:9df2db6bd91b07400879b6ec89827004c0c2b55fc606bb62db93cafb7677c340
 pympler==1.1 \
     --hash=sha256:5b223d6027d0619584116a0cbc28e8d2e378f7a79c1e5e024f9ff3b673c58506
-pynacl==1.6.1 \
-    --hash=sha256:a569a4069a7855f963940040f35e87d8bc084cb2d6347428d5ad20550a0a1a21
+pynacl==1.6.2 \
+    --hash=sha256:62985f233210dee6548c223301b6c25440852e13d59a8b81490203c3227c5ba0
 pynndescent==0.6.0 \
     --hash=sha256:dc8c74844e4c7f5cbd1e0cd6909da86fdc789e6ff4997336e344779c3d5538ef
 pyodbc==5.3.0 \
@@ -702,10 +700,10 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.3.1 \
-    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
-pypdf==6.6.0 \
-    --hash=sha256:bca9091ef6de36c7b1a81e09327c554b7ce51e88dad68f5890c2b4a4417f1fd7
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+pypdf==6.6.2 \
+    --hash=sha256:44c0c9811cfb3b83b28f1c3d054531d5b8b81abaedee0d8cb403650d023832ba
 pyperclip==1.11.0 \
     --hash=sha256:299403e9ff44581cb9ba2ffeed69c7aa96a008622ad0c46cb575ca75b5b84273
 pyproj==3.7.2 \
@@ -736,8 +734,8 @@ python-barcode==0.16.1 \
     --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
 python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
-python-dotenv==1.1.0 \
-    --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
+python-dotenv==1.2.1 \
+    --hash=sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
 python-json-logger==4.0.0 \
     --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
@@ -748,8 +746,8 @@ python-lsp-ruff==2.3.0 \
     --hash=sha256:b858b698fbaff5670f6d5e6c66afc632908f78639d73dc85dedd33ae5fdd204f
 python-lsp-server==1.14.0 \
     --hash=sha256:a71a917464effc48f4c70363f90b8520e5e3ba8201428da80b97a7ceb259e32a
-python-multipart==0.0.20 \
-    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104
+python-multipart==0.0.21 \
+    --hash=sha256:cf7a6713e01c87aa35387f4774e812c4361150938d20d232800f75ffcf266090
 python-slugify==8.0.4 \
     --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
 pythonqwt==0.15.0 \
@@ -774,8 +772,8 @@ pywin32==311 \
     --hash=sha256:3aca44c046bd2ed8c90de9cb8427f581c479e594e99b5c0bb19b29c10fd6cb87
 pywin32-ctypes==0.2.3 \
     --hash=sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8
-pywinpty==3.0.2 \
-    --hash=sha256:28297cecc37bee9f24d8889e47231972d6e9e84f7b668909de54f36ca785029a
+pywinpty==3.0.3 \
+    --hash=sha256:d4b6b7b0fe0cdcd02e956bd57cfe9f4e5a06514eecf3b5ae174da4f951b58be9
 pyyaml==6.0.3 \
     --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac
 pyzmq==27.1.0 \
@@ -800,14 +798,14 @@ rapidfuzz==3.14.3 \
     --hash=sha256:f3d15d8527e2b293e38ce6e437631af0708df29eafd7c9fc48210854c94472f9
 readme-renderer==44.0 \
     --hash=sha256:2fbca89b81a08526aadf1357a8c2ae889ec05fb03f5da67f9769c9a592166151
-redis==5.2.1 \
-    --hash=sha256:ee7e1056b9aea0f04c6c2ed59452947f34c4940ee025f5dd83e6a6418b6989e4
+redis==7.1.0 \
+    --hash=sha256:23c52b208f92b56103e17c5d06bdc1a6c2c0b3106583985a76a18f83b265de2b
 referencing==0.37.0 \
     --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
-regex==2025.10.23 \
-    --hash=sha256:0967c5b86f274800a34a4ed862dfab56928144d03cb18821c5153f8777947796
-reportlab==4.4.2 \
-    --hash=sha256:58e11be387457928707c12153b7e41e52533a5da3f587b15ba8f8fd0805c6ee2
+regex==2025.11.3 \
+    --hash=sha256:9f95fbaa0ee1610ec0fc6b26668e9917a582ba80c52cc6d9ada15e30aa9ab9ad
+reportlab==4.4.9 \
+    --hash=sha256:68e2d103ae8041a37714e8896ec9b79a1c1e911d68c3bd2ea17546568cf17bfd
 requests==2.32.5 \
     --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6
 requests-ntlm==1.3.0 \
@@ -822,16 +820,16 @@ rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
 rich==14.3.3 \
     --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
-roman-numerals-py==3.1.0 \
-    --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
 rope==1.14.0 \
     --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
-rpds-py==0.27.1 \
-    --hash=sha256:a6e57b0abfe7cc513450fcf529eb486b6e4d3f8aee83e92eb5f1ef848218d456
+rpds-py==0.30.0 \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950
 rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
-rtree==1.4.0 \
-    --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
 ruff==0.15.1 \
     --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
 rx==3.2.0 \
@@ -840,10 +838,10 @@ scikit-image==0.26.0 \
     --hash=sha256:0660b83968c15293fd9135e8d860053ee19500d52bf55ca4fb09de595a1af650
 scikit-learn==1.8.0 \
     --hash=sha256:56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6
-scipy==1.17.0 \
-    --hash=sha256:3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061
-scramp==1.4.5 \
-    --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
+scipy==1.17.1 \
+    --hash=sha256:3877ac408e14da24a6196de0ddcace62092bfc12a83823e92e49e40747e52c19
+scramp==1.4.6 \
+    --hash=sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1
 scs==3.2.11 \
     --hash=sha256:7b2c37e87baca0389f005fe19a0ca8209d43c0f1e9136a1a6fde23cae1735db9
 seaborn==0.13.2 \
@@ -878,12 +876,12 @@ sounddevice==0.5.3 \
     --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
 soundfile==0.13.1 \
     --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
-soupsieve==2.8 \
-    --hash=sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c
-sphinx==8.2.3 \
-    --hash=sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3
-sphinx-rtd-theme==3.0.2 \
-    --hash=sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
 sphinxcontrib-applehelp==2.0.0 \
     --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
 sphinxcontrib-devhelp==2.0.0 \
@@ -914,8 +912,8 @@ sqlparse==0.5.5 \
     --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
 squarify==0.4.4 \
     --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
-sse-starlette==3.1.2 \
-    --hash=sha256:cd800dd349f4521b317b9391d3796fa97b71748a4da9b9e00aafab32dda375c8
+sse-starlette==3.2.0 \
+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
 sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
@@ -936,8 +934,8 @@ sympy==1.14.0 \
     --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
 tabulate==0.9.0 \
     --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
-tblib==3.1.0 \
-    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
 tenacity==9.1.2 \
     --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
 termcolor==3.1.0 \
@@ -968,36 +966,34 @@ tomli-w==1.2.0 \
     --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
 tomlkit==0.14.0 \
     --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
-toolz==1.0.0 \
-    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
 tornado==6.5.4 \
     --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
 traitlets==5.14.3 \
     --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
-traittypes==0.2.1 \
-    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
 trio==0.33.0 \
     --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
-trove-classifiers==2025.9.11.17 \
-    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
 twine==6.2.0 \
     --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
     --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
-types-python-dateutil==2.9.0.20250822 \
-    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
 types-requests==2.32.4.20260107 \
     --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
 tzlocal==5.3.1 \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
 uc-micro-py==1.0.3 \
@@ -1012,10 +1008,10 @@ uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
 urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-uuid-utils==0.13.0 \
-    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
-uvicorn==0.40.0 \
-    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
@@ -1024,8 +1020,8 @@ watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
 wcwidth==0.6.0 \
     --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
-webcolors==24.11.1 \
-    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
 webencodings==0.5.1 \
     --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
 websocket-client==1.9.0 \
@@ -1036,32 +1032,30 @@ werkzeug==3.1.5 \
     --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
-wrapt==2.0.1 \
-    --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c
-wsproto==1.2.0 \
-    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.2.0 \
     --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
     --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
-xyzservices==2025.4.0 \
-    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
 yapf==0.43.0 \
     --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
 yarl==1.22.0 \
     --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
-yt-dlp==2025.9.26 \
-    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
 zict==3.0.0 \
     --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
 zipp==3.23.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt
index 2d82d16d..9215ba02 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimfb3.txt
@@ -26,8 +26,8 @@ ansicolors==1.1.8 \
     --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
 anthropic==0.83.0 \
     --hash=sha256:f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810
-anyio==4.12.0 \
-    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anyio==4.12.1 \
+    --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
 anywidget==0.9.21 \
     --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
 appdirs==1.4.4 \
@@ -40,12 +40,12 @@ argon2-cffi-bindings==25.1.0 \
     --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
 array-api-compat==1.13.0 \
     --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
-arrow==1.3.0 \
-    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
 asgi-csrf==0.11 \
     --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
-asgiref==3.10.0 \
-    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
 asteval==1.0.6 \
@@ -56,8 +56,8 @@ asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.0.5 \
     --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
-asyncssh==2.21.0 \
-    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
 atomicwrites==1.4.0 \
     --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
 attrs==25.4.0 \
@@ -76,8 +76,8 @@ baresql==1.0.0 \
     --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
 bcrypt==5.0.0 \
     --hash=sha256:92864f54fb48b4c718fc92a32825d0e42265a627f956bc0361fe869f1adc3e7d
-beautifulsoup4==4.14.2 \
-    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
 black==26.1.0 \
@@ -96,14 +96,14 @@ cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
 cattrs==25.3.0 \
     --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
-certifi==2025.11.12 \
-    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
 cffi==2.0.0 \
     --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6
 chardet==5.2.0 \
     --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
-charset-normalizer==3.4.3 \
-    --hash=sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a
+charset-normalizer==3.4.4 \
+    --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f
 click==8.3.1 \
     --hash=sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6
 click-default-group==1.2.4 \
@@ -114,10 +114,8 @@ colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorcet==3.1.0 \
     --hash=sha256:2a7d59cc8d0f7938eeedd08aad3152b5319b4ba3bcb7a612398cc17a384cb296
-coloredlogs==15.0.1 \
-    --hash=sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934
-colorlog==6.9.0 \
-    --hash=sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff
+colorlog==6.10.1 \
+    --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
 comm==0.2.3 \
     --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
 contourpy==1.3.3 \
@@ -144,8 +142,6 @@ decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
     --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
-deprecated==1.3.1 \
-    --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f
 diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
@@ -156,14 +152,14 @@ distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
 django==6.0.2 \
     --hash=sha256:610dd3b13d15ec3f1e1d257caedd751db8033c5ad8ea0e2d1219a8acf446ecc6
-dnspython==2.7.0 \
-    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
 docstring-parser==0.17.0 \
     --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
 docstring-to-markdown==0.17 \
     --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
-docutils==0.21.2 \
-    --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
 entrypoints==0.4 \
     --hash=sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f
 et-xmlfile==2.0.0 \
@@ -198,8 +194,8 @@ flit-core==3.12.0 \
     --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
 folium==0.20.0 \
     --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
-fonttools==4.61.0 \
-    --hash=sha256:67d841aa272be5500de7f447c40d1d8452783af33b4c3599899319f6ef9ad3c1
+fonttools==4.61.1 \
+    --hash=sha256:2180f14c141d2f0f3da43f3a81bc8aa4684860f6b0e6f9e165a4831f24e6a23b
 foundry-local-sdk==0.5.1 \
     --hash=sha256:f3639a3666bc3a94410004a91671338910ac2e1b8094b1587cc4db0f4a7df07e
 fqdn==1.5.1 \
@@ -210,8 +206,8 @@ fsspec==2026.1.0 \
     --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
-genai-prices==0.0.38 \
-    --hash=sha256:c1ddf9040877116e23c4e1dfb390f8e9683b533c758e5d756494e1a26159ea4f
+genai-prices==0.0.54 \
+    --hash=sha256:5b45012b2981b7d4d42c49c8614ee95420fec244c87542542045786b36fc2235
 geographiclib==2.1 \
     --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
 geopandas==1.1.2 \
@@ -222,10 +218,10 @@ gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
 gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
-google-auth==2.47.0 \
-    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
-google-genai==1.58.0 \
-    --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+google-auth==2.48.0 \
+    --hash=sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f
+google-genai==1.64.0 \
+    --hash=sha256:78a4d2deeb33b15ad78eaa419f6f431755e7f0e03771254f8000d70f717e940b
 googleapis-common-protos==1.72.0 \
     --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
@@ -236,14 +232,14 @@ graphql-relay==3.2.0 \
     --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
 greenlet==3.3.1 \
     --hash=sha256:301860987846c24cb8964bdec0e31a96ad4a2a801b41b4ef40963c1b44f33451
-griffe==1.14.0 \
-    --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
+griffe==1.15.0 \
+    --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
 groq==1.0.0 \
     --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-h2==4.2.0 \
-    --hash=sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0
+h2==4.3.0 \
+    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
 hatchling==1.28.0 \
     --hash=sha256:dc48722b68b3f4bbfa3ff618ca07cdea6750e7d03481289ffa8be1521d18a961
 hf-xet==1.2.0 \
@@ -260,12 +256,10 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.1 \
-    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
 huggingface-hub==1.4.1 \
     --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
-humanfriendly==10.0 \
-    --hash=sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.2 \
@@ -290,8 +284,8 @@ importlib-metadata==8.7.1 \
     --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
-iniconfig==2.1.0 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
+iniconfig==2.3.0 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
 intervaltree==3.2.1 \
     --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
@@ -316,18 +310,18 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.1.0 \
-    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
+isort==7.0.0 \
+    --hash=sha256:1bcabac8bc3c36c7fb7b98a76c8abb18e0f841a3ba81decac7691008592499c1
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.0.1 \
-    --hash=sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4
-jaraco-functools==4.3.0 \
-    --hash=sha256:227ff8ed6f7b8f62c56deff101545fa7543cf2c8e7b82a7c2116e672f29c26e8
+jaraco-context==6.1.0 \
+    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-functools==4.4.0 \
+    --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
     --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
 jinja2==3.1.6 \
@@ -336,8 +330,8 @@ jiter==0.12.0 \
     --hash=sha256:2fa940963bf02e1d8226027ef461e36af472dea85d36054ff835aeed944dd873
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
-json5==0.12.1 \
-    --hash=sha256:d9c9b3bc34a5f54d43c35e11ef7cb87d8bdd098c6ace87117a7b7e83e705c1d5
+json5==0.13.0 \
+    --hash=sha256:9a08e1dd65f6a4d4c6fa82d216cf2477349ec2346a38fd70cc11d2557499fbcc
 jsonpatch==1.33 \
     --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade
 jsonpointer==3.0.0 \
@@ -368,8 +362,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.4 \
-    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
+jupyterlab==4.5.5 \
+    --hash=sha256:a35694a40a8e7f2e82f387472af24e61b22adcce87b5a8ab97a5d9c486202a6d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -392,8 +386,8 @@ locket==1.0.0 \
     --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
 logfire-api==4.14.2 \
     --hash=sha256:aa4af2ecb007c3e0095e25ba4526fd8c0e2c0be2ceceac71ca651c4ad86dc713
-lsprotocol==2023.0.1 \
-    --hash=sha256:c75223c9e4af2f24272b14c6375787438279369236cd568f596d4951052a60f2
+lsprotocol==2025.0.0 \
+    --hash=sha256:f9d78f25221f2a60eaa4a96d3b4ffae011b107537facee61d3da3313880995c7
 lxml==6.0.2 \
     --hash=sha256:252a22982dca42f6155125ac76d3432e548a7625d56f5a273ee78a5057216eca
 mako==1.3.10 \
@@ -426,8 +420,8 @@ missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
 mistralai==1.12.4 \
     --hash=sha256:7b69fcbc306436491ad3377fbdead527c9f3a0ce145ec029bf04c6308ff2cca6
-mistune==3.1.4 \
-    --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
+mistune==3.2.0 \
+    --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
 ml-dtypes==0.5.4 \
@@ -458,10 +452,10 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:ace137b88eb6fdafa1e5b2e03ac76ce1b8b1844b3a4af1192a02ae7c1a45bdee
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.16.0 \
-    --hash=sha256:846f1fd7093ac69d63526e50732033e86c30ea0026a44d9b23991010c7d1485d
-nbclient==0.10.2 \
-    --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
+narwhals==2.17.0 \
+    --hash=sha256:2ac5307b7c2b275a7d66eeda906b8605e3d7a760951e188dcfff86e8ebe083dd
+nbclient==0.10.4 \
+    --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.16.6 \
     --hash=sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b
 nbformat==5.10.4 \
@@ -472,18 +466,18 @@ networkx==3.6.1 \
     --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
 nh3==0.3.2 \
     --hash=sha256:dce4248edc427c9b79261f3e6e2b3ecbdd9b88c267012168b4a7b3fc6fd41d13
-nltk==3.9.1 \
-    --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
+nltk==3.9.2 \
+    --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
 notebook==7.5.3 \
     --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
-numpy==2.4.1 \
-    --hash=sha256:8f085da926c0d491ffff3096f91078cc97ea67e7e6b65e490bc8dcda65663be2
-numpydoc==1.9.0 \
-    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
-openai==2.21.0 \
-    --hash=sha256:0bc1c775e5b1536c294eded39ee08f8407656537ccc71b1004104fe1602e267c
+numpy==2.4.2 \
+    --hash=sha256:fcf92bee92742edd401ba41135185866f7026c502617f422eb432cfeca4fe236
+numpydoc==1.10.0 \
+    --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
+openai==2.23.0 \
+    --hash=sha256:1041d40bebf845053fda1946104f8bf9c3e2df957a41c3878c55c72c352630e9
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -500,8 +494,8 @@ opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
 optree==0.18.0 \
     --hash=sha256:94983b3aa31ee401d2ac77ba570a3157d83f9508cfbb006095a48770e0a1c5ca
-optuna==4.6.0 \
-    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
+optuna==4.7.0 \
+    --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
 ormsgpack==1.12.2 \
     --hash=sha256:837dd316584485b72ef451d08dd3e96c4a11d12e4963aedb40e08f89685d8ec2
 outcome==1.3.0.post0 \
@@ -518,14 +512,14 @@ papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
 param==2.3.1 \
     --hash=sha256:886b19031438719bbecfd15044dcdd9ed3cb9edb199191294f75600c7081d163
-parso==0.8.5 \
-    --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
+parso==0.8.6 \
+    --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==1.0.3 \
-    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
-patsy==1.0.1 \
-    --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
+pathspec==1.0.4 \
+    --hash=sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723
+patsy==1.0.2 \
+    --hash=sha256:37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a
 pep8==1.7.1 \
     --hash=sha256:b22cfae5db09833bb9bd7c8463b53e1a9c9b39f12e304a8d0bba729c501827ee
 pexpect==4.9.0 \
@@ -540,14 +534,14 @@ pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.1 \
-    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
+plotly==6.5.2 \
+    --hash=sha256:91757653bd9c550eeea2fa2404dba6b85d1e366d54804c340b2c874e5a7eb4a4
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
 ply==3.11 \
     --hash=sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce
-prettytable==3.16.0 \
-    --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
+prettytable==3.17.0 \
+    --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.16.5 \
     --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
@@ -558,32 +552,32 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1
-protobuf==6.33.4 \
-    --hash=sha256:1fe3730068fcf2e595816a6c34fe66eeedd37d51d0400b72fabc848811fdc1bc
+protobuf==6.33.5 \
+    --hash=sha256:69915a973dd0f60f31a08b8318b73eab2bd6a392c79184b3612226b0a3f8ec02
 psutil==7.2.1 \
     --hash=sha256:2ceae842a78d1603753561132d5ad1b2f8a7979cb0c283f5b52fb4e6e14b1a79
-psygnal==0.15.0 \
-    --hash=sha256:023c361c38e8ada87d0704704e1f2b7e799e9771e00b8e174fb409ff9ddeb502
+psygnal==0.15.1 \
+    --hash=sha256:4221140e633e45b076953c64bcb9b41a744833527f9a037c1ca98bc270798cbf
 ptpython==3.0.31 \
     --hash=sha256:ddd25fadb6f2ecd4469a699c068d2dcd40d77c7105922569bba6dc79c0523458
 ptyprocess==0.7.0 \
     --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35
 pure-eval==0.2.3 \
     --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0
-pyarrow==23.0.0 \
-    --hash=sha256:427deac1f535830a744a4f04a6ac183a64fcac4341b3f618e693c41b7b98d2b0
+pyarrow==23.0.1 \
+    --hash=sha256:527e8d899f14bd15b740cd5a54ad56b7f98044955373a17179d5956ddb93d9ce
 pyasn1==0.6.1 \
     --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629
-pyasn1-modules==0.4.1 \
-    --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
 pycodestyle==2.12.1 \
     --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
-pycparser==2.23 \
-    --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
-pyct==0.5.0 \
-    --hash=sha256:a4038a8885059ab8cac6f946ea30e0b5e6bdbe0b92b6723f06737035f9d65e8c
+pycparser==3.0 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+pyct==0.6.0 \
+    --hash=sha256:cfaded7289fca72ddf6579b81459e3ec8db323a508e61c49aa318ee3cd6ff160
 pydantic==2.12.5 \
     --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
 pydantic-ai-slim==1.12.0 \
@@ -604,10 +598,10 @@ pydub==0.25.1 \
     --hash=sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6
 pyflakes==3.2.0 \
     --hash=sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a
-pygithub==2.6.1 \
-    --hash=sha256:6f2fa6d076ccae475f9fc392cc6cdbd54db985d4f69b8833a28397de75ed6ca3
-pygments==2.19.1 \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
+pygithub==2.8.1 \
+    --hash=sha256:23a0a5bca93baef082e03411bf0ce27204c32be8bfa7abc92fe4a3e132936df0
+pygments==2.19.2 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
 pyjwt==2.10.1 \
     --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
 pylint==4.0.4 \
@@ -618,8 +612,8 @@ pymongo==4.15.3 \
     --hash=sha256:fae552767d8e5153ed498f1bca92d905d0d46311d831eefb0f06de38f7695c95
 pympler==1.0.1 \
     --hash=sha256:d260dda9ae781e1eab6ea15bacb84015849833ba5555f141d2d9b7b7473b307d
-pynacl==1.6.1 \
-    --hash=sha256:5f5b35c1a266f8a9ad22525049280a600b19edd1f785bccd01ae838437dcf935
+pynacl==1.6.2 \
+    --hash=sha256:320ef68a41c87547c91a8b58903c9caa641ab01e8512ce291085b5fe2fcb7590
 pyodbc==5.3.0 \
     --hash=sha256:bfeb3e34795d53b7d37e66dd54891d4f9c13a3889a8f5fe9640e56a82d770955
 pyogrio==0.12.1 \
@@ -628,18 +622,16 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.3.1 \
-    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
-pypdf==6.6.0 \
-    --hash=sha256:bca9091ef6de36c7b1a81e09327c554b7ce51e88dad68f5890c2b4a4417f1fd7
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+pypdf==6.6.2 \
+    --hash=sha256:44c0c9811cfb3b83b28f1c3d054531d5b8b81abaedee0d8cb403650d023832ba
 pyperclip==1.11.0 \
     --hash=sha256:299403e9ff44581cb9ba2ffeed69c7aa96a008622ad0c46cb575ca75b5b84273
 pyproj==3.7.2 \
     --hash=sha256:1914e29e27933ba6f9822663ee0600f169014a2859f851c054c88cf5ea8a333c
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
-pyreadline3==3.5.4 \
-    --hash=sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6
 pyserial==3.5 \
     --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
 pysocks==1.7.1 \
@@ -662,8 +654,8 @@ python-lsp-ruff==2.3.0 \
     --hash=sha256:b858b698fbaff5670f6d5e6c66afc632908f78639d73dc85dedd33ae5fdd204f
 python-lsp-server==1.14.0 \
     --hash=sha256:a71a917464effc48f4c70363f90b8520e5e3ba8201428da80b97a7ceb259e32a
-python-multipart==0.0.20 \
-    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104
+python-multipart==0.0.21 \
+    --hash=sha256:cf7a6713e01c87aa35387f4774e812c4361150938d20d232800f75ffcf266090
 python-slugify==8.0.4 \
     --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
 pytokens==0.4.1 \
@@ -684,8 +676,8 @@ pywavelets==1.9.0 \
     --hash=sha256:3b6ff6ba4f625d8c955f68c2c39b0a913776d406ab31ee4057f34ad4019fb33b
 pywin32-ctypes==0.2.3 \
     --hash=sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8
-pywinpty==3.0.2 \
-    --hash=sha256:34b55ae9a1b671fe3eae071d86618110538e8eaad18fcb1531c0830b91a82767
+pywinpty==3.0.3 \
+    --hash=sha256:0c37e224a47a971d1a6e08649a1714dac4f63c11920780977829ed5c8cadead1
 pyyaml==6.0.3 \
     --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9
 pyzmq==27.1.0 \
@@ -700,14 +692,14 @@ rapidfuzz==3.14.3 \
     --hash=sha256:9ec02e62ae765a318d6de38df609c57fc6dacc65c0ed1fd489036834fd8a620c
 readme-renderer==44.0 \
     --hash=sha256:2fbca89b81a08526aadf1357a8c2ae889ec05fb03f5da67f9769c9a592166151
-redis==5.2.1 \
-    --hash=sha256:ee7e1056b9aea0f04c6c2ed59452947f34c4940ee025f5dd83e6a6418b6989e4
+redis==7.1.0 \
+    --hash=sha256:23c52b208f92b56103e17c5d06bdc1a6c2c0b3106583985a76a18f83b265de2b
 referencing==0.37.0 \
     --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
-regex==2025.10.23 \
-    --hash=sha256:08a15d40ce28362eac3e78e83d75475147869c1ff86bc93285f43b4f4431a741
-reportlab==4.4.2 \
-    --hash=sha256:58e11be387457928707c12153b7e41e52533a5da3f587b15ba8f8fd0805c6ee2
+regex==2025.11.3 \
+    --hash=sha256:adad1a1bcf1c9e76346e091d22d23ac54ef28e1365117d99521631078dfec9de
+reportlab==4.4.9 \
+    --hash=sha256:68e2d103ae8041a37714e8896ec9b79a1c1e911d68c3bd2ea17546568cf17bfd
 requests==2.32.5 \
     --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6
 requests-ntlm==1.3.0 \
@@ -722,16 +714,16 @@ rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
 rich==14.3.3 \
     --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
-roman-numerals-py==3.1.0 \
-    --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
 rope==1.14.0 \
     --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
-rpds-py==0.27.1 \
-    --hash=sha256:6567d2bb951e21232c2f660c24cf3470bb96de56cdcb3f071a83feeaff8a2772
+rpds-py==0.30.0 \
+    --hash=sha256:27f4b0e92de5bfbc6f86e43959e6edd1425c33b5e69aab0984a72047f2bcf1e3
 rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
-rtree==1.4.0 \
-    --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
 ruff==0.15.1 \
     --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
 rx==3.2.0 \
@@ -740,10 +732,10 @@ scikit-image==0.26.0 \
     --hash=sha256:b702c3bb115e1dcf4abf5297429b5c90f2189655888cbed14921f3d26f81d3a4
 scikit-learn==1.8.0 \
     --hash=sha256:00d6f1d66fbcf4eba6e356e1420d33cc06c70a45bb1363cd6f6a8e4ebbbdece2
-scipy==1.17.0 \
-    --hash=sha256:1ff269abf702f6c7e67a4b7aad981d42871a11b9dd83c58d2d2ea624efbd1088
-scramp==1.4.5 \
-    --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
+scipy==1.17.1 \
+    --hash=sha256:eb092099205ef62cd1782b006658db09e2fed75bffcae7cc0d44052d8aa0f484
+scramp==1.4.6 \
+    --hash=sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1
 scs==3.2.11 \
     --hash=sha256:7fe26e8a0efc96232f4c5b7649817e48dae04a61be911417e925071091b8cbf6
 seaborn==0.13.2 \
@@ -778,12 +770,12 @@ sounddevice==0.5.3 \
     --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
 soundfile==0.13.1 \
     --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
-soupsieve==2.8 \
-    --hash=sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c
-sphinx==8.2.3 \
-    --hash=sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3
-sphinx-rtd-theme==3.0.2 \
-    --hash=sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
 sphinxcontrib-applehelp==2.0.0 \
     --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
 sphinxcontrib-devhelp==2.0.0 \
@@ -824,8 +816,8 @@ sympy==1.14.0 \
     --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
 tabulate==0.9.0 \
     --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
-tblib==3.1.0 \
-    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
 tenacity==9.1.2 \
     --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
 termcolor==3.1.0 \
@@ -854,36 +846,34 @@ tomli-w==1.2.0 \
     --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
 tomlkit==0.14.0 \
     --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
-toolz==1.0.0 \
-    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
 tornado==6.5.4 \
     --hash=sha256:a22fa9047405d03260b483980635f0b041989d8bcc9a313f8fe18b411d84b1d7
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
 traitlets==5.14.3 \
     --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
-traittypes==0.2.1 \
-    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
 trio==0.33.0 \
     --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
-trove-classifiers==2025.9.11.17 \
-    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
 twine==6.2.0 \
     --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
     --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
-types-python-dateutil==2.9.0.20250822 \
-    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
 types-requests==2.32.4.20260107 \
     --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
 tzlocal==5.3.1 \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
 uc-micro-py==1.0.3 \
@@ -896,8 +886,8 @@ uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
 urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-uvicorn==0.40.0 \
-    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
@@ -906,8 +896,8 @@ watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
 wcwidth==0.6.0 \
     --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
-webcolors==24.11.1 \
-    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
 webencodings==0.5.1 \
     --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
 websocket-client==1.9.0 \
@@ -918,32 +908,30 @@ werkzeug==3.1.5 \
     --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:22cf91490bcc0fa23585acbab1906a44a438fa7dd4d9a2b2663f39c8650634a6
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
-wrapt==2.0.1 \
-    --hash=sha256:61c4956171c7434634401db448371277d07032a81cc21c599c22953374781395
-wsproto==1.2.0 \
-    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.2.0 \
     --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
     --hash=sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f
-xyzservices==2025.4.0 \
-    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
 yapf==0.43.0 \
     --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
 yarl==1.22.0 \
     --hash=sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27
-yt-dlp==2025.9.26 \
-    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
 zict==3.0.0 \
     --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
 zipp==3.23.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt
index ff195bac..0eeccaf8 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3.txt
@@ -12,7 +12,7 @@ sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sv-ttk==2.6.0 \
     --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt
index b9b10695..1b068bd4 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whlb3_wheels.txt
@@ -26,8 +26,8 @@ ansicolors==1.1.8 \
     --hash=sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187
 anthropic==0.83.0 \
     --hash=sha256:f069ef508c73b8f9152e8850830d92bd5ef185645dbacf234bb213344a274810
-anyio==4.12.0 \
-    --hash=sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb
+anyio==4.12.1 \
+    --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c
 anywidget==0.9.21 \
     --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
 appdirs==1.4.4 \
@@ -40,12 +40,12 @@ argon2-cffi-bindings==25.1.0 \
     --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
 array-api-compat==1.13.0 \
     --hash=sha256:c15026a0ddec42815383f07da285472e1b1ff2e632eb7afbcfe9b08fcbad9bf1
-arrow==1.3.0 \
-    --hash=sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
 asgi-csrf==0.11 \
     --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
-asgiref==3.10.0 \
-    --hash=sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
 asn1crypto==1.5.1 \
     --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
 asteval==1.0.6 \
@@ -56,8 +56,8 @@ asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.0.5 \
     --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
-asyncssh==2.21.0 \
-    --hash=sha256:cf7f3dfa52b2cb4ad31f0d77ff0d0a8fdd850203da84a0e72e62c36fdd4daf4b
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
 atomicwrites==1.4.0 \
     --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
 attrs==25.4.0 \
@@ -76,8 +76,8 @@ baresql==1.0.0 \
     --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
 bcrypt==5.0.0 \
     --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
-beautifulsoup4==4.14.2 \
-    --hash=sha256:5ef6fa3a8cbece8488d66985560f97ed091e22bbc4e9c2338508a9d5de6d4515
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
 binaryornot==0.4.4 \
     --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
 black==26.1.0 \
@@ -98,14 +98,14 @@ cachetools==6.2.2 \
     --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
 cattrs==25.3.0 \
     --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
-certifi==2025.11.12 \
-    --hash=sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
 cffi==2.0.0 \
     --hash=sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25
 chardet==5.2.0 \
     --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
-charset-normalizer==3.4.3 \
-    --hash=sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c
+charset-normalizer==3.4.4 \
+    --hash=sha256:8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c
 clarabel==0.11.1 \
     --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
 click==8.3.1 \
@@ -114,12 +114,12 @@ click-default-group==1.2.4 \
     --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
 cloudpickle==3.1.2 \
     --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
-cohere==5.20.5 \
-    --hash=sha256:25b2ceae8ea52ed7f4a5f76da854f75536c348767d25ae5f9608eddb6945ee64
+cohere==5.20.6 \
+    --hash=sha256:f67050be06c437fb3b330f1326e4fc1974cdcddbb6c25afd57c2bd94897feaa6
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-colorlog==6.9.0 \
-    --hash=sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff
+colorlog==6.10.1 \
+    --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
 comm==0.2.3 \
     --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
 contourpy==1.3.3 \
@@ -148,8 +148,6 @@ decorator==5.2.1 \
     --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
 defusedxml==0.7.1 \
     --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
-deprecated==1.3.1 \
-    --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f
 diff-match-patch==20241021 \
     --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
 dill==0.4.0 \
@@ -158,14 +156,14 @@ distributed==2026.1.2 \
     --hash=sha256:30ccb5587351f50304f6f6e219ea91bc09d88401125779caa8be5253e9d3ecf2
 distro==1.9.0 \
     --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
-dnspython==2.7.0 \
-    --hash=sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
 docstring-parser==0.17.0 \
     --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
 docstring-to-markdown==0.17 \
     --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
-docutils==0.21.2 \
-    --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
 duckdb==1.4.4 \
     --hash=sha256:59c8d76016dde854beab844935b1ec31de358d4053e792988108e995b18c08e7
 entrypoints==0.4 \
@@ -204,8 +202,8 @@ flit-core==3.12.0 \
     --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
 folium==0.20.0 \
     --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
-fonttools==4.61.0 \
-    --hash=sha256:02bdf8e04d1a70476564b8640380f04bb4ac74edc1fc71f1bacb840b3e398ee9
+fonttools==4.61.1 \
+    --hash=sha256:4f5686e1fe5fce75d82d93c47a438a25bf0d1319d2843a926f741140b2b16e0c
 fqdn==1.5.1 \
     --hash=sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014
 frozenlist==1.8.0 \
@@ -214,8 +212,8 @@ fsspec==2026.1.0 \
     --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
 fuzzywuzzy==0.18.0 \
     --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
-genai-prices==0.0.38 \
-    --hash=sha256:c1ddf9040877116e23c4e1dfb390f8e9683b533c758e5d756494e1a26159ea4f
+genai-prices==0.0.54 \
+    --hash=sha256:5b45012b2981b7d4d42c49c8614ee95420fec244c87542542045786b36fc2235
 geographiclib==2.1 \
     --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
 geopandas==1.1.2 \
@@ -226,10 +224,10 @@ gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
 gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
-google-auth==2.47.0 \
-    --hash=sha256:c516d68336bfde7cf0da26aab674a36fedcf04b37ac4edd59c597178760c3498
-google-genai==1.58.0 \
-    --hash=sha256:2df3fceb92a519d51e266babde26f7c298fb12f84f469605c4ce80c2ec43f796
+google-auth==2.48.0 \
+    --hash=sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f
+google-genai==1.64.0 \
+    --hash=sha256:78a4d2deeb33b15ad78eaa419f6f431755e7f0e03771254f8000d70f717e940b
 googleapis-common-protos==1.72.0 \
     --hash=sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038
 graphene==3.4.3 \
@@ -240,16 +238,16 @@ graphql-relay==3.2.0 \
     --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
 greenlet==3.3.1 \
     --hash=sha256:96aff77af063b607f2489473484e39a0bbae730f2ea90c9e5606c9b73c44174a
-griffe==1.14.0 \
-    --hash=sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0
+griffe==1.15.0 \
+    --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
 groq==1.0.0 \
     --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
 guidata==3.14.1 \
     --hash=sha256:d99283b1e423679aad3220f33faf2cb5fdf99e4e1db38c980e412eae62cf439b
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-h2==4.2.0 \
-    --hash=sha256:479a53ad425bb29af087f3458a61d30780bc818e4ebcf01f0b536ba916462ed0
+h2==4.3.0 \
+    --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
 h5py==3.15.1 \
     --hash=sha256:9c73d1d7cdb97d5b17ae385153472ce118bed607e43be11e9a9deefaa54e0734
 hatchling==1.28.0 \
@@ -268,8 +266,8 @@ httpie==3.2.4 \
     --hash=sha256:4bd0435cc4b9bca59501bc65089de96f3e93b393803f32a81951db62050ebf0b
 httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-httpx-sse==0.4.1 \
-    --hash=sha256:cba42174344c3a5b06f255ce65b350880f962d99ead85e776f23c6618a377a37
+httpx-sse==0.4.3 \
+    --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
 huggingface-hub==1.4.1 \
     --hash=sha256:9931d075fb7a79af5abc487106414ec5fba2c0ae86104c0c62fd6cae38873d18
 hupper==1.12.1 \
@@ -294,8 +292,8 @@ importlib-metadata==8.7.1 \
     --hash=sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151
 inflection==0.5.1 \
     --hash=sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2
-iniconfig==2.1.0 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
+iniconfig==2.3.0 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
 intervaltree==3.2.1 \
     --hash=sha256:a8a8381bbd35d48ceebee932c77ffc988492d22fb1d27d0ba1d74a7694eb8f0b
 invoke==2.2.1 \
@@ -320,18 +318,18 @@ ipywidgets==8.1.8 \
     --hash=sha256:ecaca67aed704a338f88f67b1181b58f821ab5dc89c1f0f5ef99db43c1c2921e
 isoduration==20.11.0 \
     --hash=sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042
-isort==6.1.0 \
-    --hash=sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784
+isort==7.0.0 \
+    --hash=sha256:1bcabac8bc3c36c7fb7b98a76c8abb18e0f841a3ba81decac7691008592499c1
 itsdangerous==2.2.0 \
     --hash=sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef
 janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.0.1 \
-    --hash=sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4
-jaraco-functools==4.3.0 \
-    --hash=sha256:227ff8ed6f7b8f62c56deff101545fa7543cf2c8e7b82a7c2116e672f29c26e8
+jaraco-context==6.1.0 \
+    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-functools==4.4.0 \
+    --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
     --hash=sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9
 jellyfish==1.2.1 \
@@ -342,8 +340,8 @@ jiter==0.12.0 \
     --hash=sha256:e1fe01c082f6aafbe5c8faf0ff074f38dfb911d53f07ec333ca03f8f6226debf
 joblib==1.5.3 \
     --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713
-json5==0.12.1 \
-    --hash=sha256:d9c9b3bc34a5f54d43c35e11ef7cb87d8bdd098c6ace87117a7b7e83e705c1d5
+json5==0.13.0 \
+    --hash=sha256:9a08e1dd65f6a4d4c6fa82d216cf2477349ec2346a38fd70cc11d2557499fbcc
 jsonpatch==1.33 \
     --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade
 jsonpointer==3.0.0 \
@@ -374,8 +372,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.4 \
-    --hash=sha256:cc233f70539728534669fb0015331f2a3a87656207b3bb2d07916e9289192f12
+jupyterlab==4.5.5 \
+    --hash=sha256:a35694a40a8e7f2e82f387472af24e61b22adcce87b5a8ab97a5d9c486202a6d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -398,10 +396,10 @@ langgraph-checkpoint==4.0.0 \
     --hash=sha256:3fa9b2635a7c5ac28b338f631abf6a030c3b508b7b9ce17c22611513b589c784
 langgraph-prebuilt==1.0.8 \
     --hash=sha256:d16a731e591ba4470f3e313a319c7eee7dbc40895bcf15c821f985a3522a7ce0
-langgraph-sdk==0.3.5 \
-    --hash=sha256:bcfa1dcbddadb604076ce46f5e08969538735e5ac47fa863d4fac5a512dab5c9
-langsmith==0.7.5 \
-    --hash=sha256:c120c43c98af5f5af8877341f8256aba1a170a292645b31572f06b0cf703c683
+langgraph-sdk==0.3.8 \
+    --hash=sha256:90436594e95c6fc1d1dafb59ac1c5eff2f8e1853eecc6082262b8e6de04233c1
+langsmith==0.7.6 \
+    --hash=sha256:28d256584969db723b68189a7dbb065836572728ab4d9597ec5379fe0a1e1641
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -414,8 +412,8 @@ locket==1.0.0 \
     --hash=sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3
 logfire-api==4.14.2 \
     --hash=sha256:aa4af2ecb007c3e0095e25ba4526fd8c0e2c0be2ceceac71ca651c4ad86dc713
-lsprotocol==2023.0.1 \
-    --hash=sha256:c75223c9e4af2f24272b14c6375787438279369236cd568f596d4951052a60f2
+lsprotocol==2025.0.0 \
+    --hash=sha256:f9d78f25221f2a60eaa4a96d3b4ffae011b107537facee61d3da3313880995c7
 lxml==6.0.2 \
     --hash=sha256:fa25afbadead523f7001caf0c2382afd272c315a033a7b06336da2637d92d6ed
 mako==1.3.10 \
@@ -446,8 +444,8 @@ missingno==0.5.2 \
     --hash=sha256:55782621ce09ba0f0a1d08e5bd6d6fe1946469fb03951fadf7d209911ca5b072
 mistralai==1.12.4 \
     --hash=sha256:7b69fcbc306436491ad3377fbdead527c9f3a0ce145ec029bf04c6308ff2cca6
-mistune==3.1.4 \
-    --hash=sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d
+mistune==3.2.0 \
+    --hash=sha256:febdc629a3c78616b94393c6580551e0e34cc289987ec6c35ed3f4be42d0eee1
 mizani==0.14.3 \
     --hash=sha256:6d2ca9b1b8366ff85668f0cc1b6095f1e702e26e66f132c4f02a949efa32a688
 ml-dtypes==0.5.4 \
@@ -474,10 +472,10 @@ mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.16.0 \
-    --hash=sha256:846f1fd7093ac69d63526e50732033e86c30ea0026a44d9b23991010c7d1485d
-nbclient==0.10.2 \
-    --hash=sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d
+narwhals==2.17.0 \
+    --hash=sha256:2ac5307b7c2b275a7d66eeda906b8605e3d7a760951e188dcfff86e8ebe083dd
+nbclient==0.10.4 \
+    --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.16.6 \
     --hash=sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b
 nbformat==5.10.4 \
@@ -488,8 +486,8 @@ networkx==3.6.1 \
     --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
 nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
-nltk==3.9.1 \
-    --hash=sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1
+nltk==3.9.2 \
+    --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
 notebook==7.5.3 \
     --hash=sha256:c997bfa1a2a9eb58c9bbb7e77d50428befb1033dd6f02c482922e96851d67354
 notebook-shim==0.2.4 \
@@ -498,12 +496,12 @@ numba==0.64.0 \
     --hash=sha256:213e9acbe7f1c05090592e79020315c1749dd52517b90e94c517dca3f014d4a1
 numpy==2.4.2 \
     --hash=sha256:068cdb2d0d644cdb45670810894f6a0600797a69c05f1ac478e8d31670b8ee75
-numpydoc==1.9.0 \
-    --hash=sha256:8a2983b2d62bfd0a8c470c7caa25e7e0c3d163875cdec12a8a1034020a9d1135
+numpydoc==1.10.0 \
+    --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
 onnxruntime==1.24.2 \
     --hash=sha256:45b4f68ffec95b2cc0dc96b2b413f69ace9a80a0e5400023c5ac61f73a7a3fdf
-openai==2.21.0 \
-    --hash=sha256:0bc1c775e5b1536c294eded39ee08f8407656537ccc71b1004104fe1602e267c
+openai==2.23.0 \
+    --hash=sha256:1041d40bebf845053fda1946104f8bf9c3e2df957a41c3878c55c72c352630e9
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -518,14 +516,14 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.17.0 \
-    --hash=sha256:aa963de4146fa1b5cdffb479d324262f245c957df0bb9a9b37f6fd559d027acc
-optuna==4.6.0 \
-    --hash=sha256:4c3a9facdef2b2dd7e3e2a8ae3697effa70fae4056fcf3425cfc6f5a40feb069
-orjson==3.11.4 \
-    --hash=sha256:0a54d6635fa3aaa438ae32e8570b9f0de36f3f6562c308d2a2a452e8b0592db1
-ormsgpack==1.12.0 \
-    --hash=sha256:4e418256c5d8622b8bc92861936f7c6a0131355e7bcad88a42102ae8227f8a1c
+optree==0.18.0 \
+    --hash=sha256:2b5cfb5fc643f16d3a7d957807e55a937dce07566c49ccc4aa71b01064c56758
+optuna==4.7.0 \
+    --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
+orjson==3.11.7 \
+    --hash=sha256:845c3e0d8ded9c9271cd79596b9b552448b885b97110f628fb687aee2eed11c1
+ormsgpack==1.12.2 \
+    --hash=sha256:ae3aba7eed4ca7cb79fd3436eddd29140f17ea254b91604aa1eb19bfcedb990f
 osqp==1.1.1 \
     --hash=sha256:514b2e1d14b5bad9a91ff4dbcbad8da75ef4fb5eee18864e0bbbb620fc6dbcd7
 outcome==1.3.0.post0 \
@@ -538,14 +536,14 @@ pandocfilters==1.5.1 \
     --hash=sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc
 papermill==2.6.0 \
     --hash=sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5
-parso==0.8.5 \
-    --hash=sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887
+parso==0.8.6 \
+    --hash=sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff
 partd==1.4.2 \
     --hash=sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f
-pathspec==1.0.3 \
-    --hash=sha256:e80767021c1cc524aa3fb14bedda9c34406591343cc42797b386ce7b9354fb6c
-patsy==1.0.1 \
-    --hash=sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
+pathspec==1.0.4 \
+    --hash=sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723
+patsy==1.0.2 \
+    --hash=sha256:37bfddbc58fcf0362febb5f54f10743f8b21dd2aa73dec7e7ef59d1b02ae668a
 pep8==1.7.1 \
     --hash=sha256:b22cfae5db09833bb9bd7c8463b53e1a9c9b39f12e304a8d0bba729c501827ee
 pexpect==4.9.0 \
@@ -562,8 +560,8 @@ pipdeptree==2.30.0 \
     --hash=sha256:e08ee7eb8152c0d67aee308c8477a489ab0af1a4aafe988d9d2d9998f78a24a6
 platformdirs==4.5.0 \
     --hash=sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3
-plotly==6.5.1 \
-    --hash=sha256:5adad4f58c360612b6c5ce11a308cdbc4fd38ceb1d40594a614f0062e227abe1
+plotly==6.5.2 \
+    --hash=sha256:91757653bd9c550eeea2fa2404dba6b85d1e366d54804c340b2c874e5a7eb4a4
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
 plotpy==2.8.4 \
@@ -576,8 +574,8 @@ polars==1.38.1 \
     --hash=sha256:a29479c48fed4984d88b656486d221f638cba45d3e961631a50ee5fdde38cb2c
 polars-runtime-32==1.38.1 \
     --hash=sha256:08c2b3b93509c1141ac97891294ff5c5b0c548a373f583eaaea873a4bf506437
-prettytable==3.16.0 \
-    --hash=sha256:b5eccfabb82222f5aa46b798ff02a8452cf530a352c31bddfa29be41242863aa
+prettytable==3.17.0 \
+    --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.16.5 \
     --hash=sha256:1556502acfbd3dfa655b7ea7cfc01b9ea586340b8d5cbd1a438663c0f8fe7ad8
 priority==2.0.0 \
@@ -588,14 +586,14 @@ prompt-toolkit==3.0.52 \
     --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
 propcache==0.4.1 \
     --hash=sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153
-protobuf==6.33.4 \
-    --hash=sha256:8f11ffae31ec67fc2554c2ef891dcb561dae9a2a3ed941f9e134c2db06657dbc
+protobuf==6.33.5 \
+    --hash=sha256:3093804752167bcab3998bec9f1048baae6e29505adaf1afd14a37bddede533c
 psutil==7.2.1 \
     --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psycopg2==2.9.11 \
     --hash=sha256:f10a48acba5fe6e312b891f290b4d2ca595fc9a06850fe53320beac353575578
-psygnal==0.15.0 \
-    --hash=sha256:6034cacebd252776743450be62f25df323f8cb4ed7b01a46fc4dcf540baa64a6
+psygnal==0.15.1 \
+    --hash=sha256:d3a03055f331ce91d44581c71edb79938ccc133a94af2ce7ad3a18fa57ac7be5
 ptpython==3.0.31 \
     --hash=sha256:ddd25fadb6f2ecd4469a699c068d2dcd40d77c7105922569bba6dc79c0523458
 ptyprocess==0.7.0 \
@@ -606,14 +604,14 @@ pyarrow==23.0.1 \
     --hash=sha256:3a4c85ef66c134161987c17b147d6bffdca4566f9a4c1d81a0a01cdf08414ea5
 pyasn1==0.6.1 \
     --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629
-pyasn1-modules==0.4.1 \
-    --hash=sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a
 pybind11==3.0.1 \
     --hash=sha256:aa8f0aa6e0a94d3b64adfc38f560f33f15e589be2175e103c0a33c6bce55ee89
 pycodestyle==2.12.1 \
     --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
-pycparser==2.23 \
-    --hash=sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934
+pycparser==3.0 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
 pydantic==2.12.5 \
     --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
 pydantic-ai-slim==1.12.0 \
@@ -636,10 +634,10 @@ pydub==0.25.1 \
     --hash=sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6
 pyflakes==3.2.0 \
     --hash=sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a
-pygithub==2.6.1 \
-    --hash=sha256:6f2fa6d076ccae475f9fc392cc6cdbd54db985d4f69b8833a28397de75ed6ca3
-pygments==2.19.1 \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
+pygithub==2.8.1 \
+    --hash=sha256:23a0a5bca93baef082e03411bf0ce27204c32be8bfa7abc92fe4a3e132936df0
+pygments==2.19.2 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
 pyjwt==2.10.1 \
     --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
 pylint==4.0.4 \
@@ -652,8 +650,8 @@ pymongo==4.15.3 \
     --hash=sha256:9df2db6bd91b07400879b6ec89827004c0c2b55fc606bb62db93cafb7677c340
 pympler==1.1 \
     --hash=sha256:5b223d6027d0619584116a0cbc28e8d2e378f7a79c1e5e024f9ff3b673c58506
-pynacl==1.6.1 \
-    --hash=sha256:a569a4069a7855f963940040f35e87d8bc084cb2d6347428d5ad20550a0a1a21
+pynacl==1.6.2 \
+    --hash=sha256:62985f233210dee6548c223301b6c25440852e13d59a8b81490203c3227c5ba0
 pynndescent==0.6.0 \
     --hash=sha256:dc8c74844e4c7f5cbd1e0cd6909da86fdc789e6ff4997336e344779c3d5538ef
 pyodbc==5.3.0 \
@@ -664,10 +662,10 @@ pyomo==6.9.5 \
     --hash=sha256:60326f7d3143ee7d0f5c5c4a3cbf871b53e08cc6c2b0c9e6d25568880233472f
 pypandoc==1.15 \
     --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
-pyparsing==3.3.1 \
-    --hash=sha256:023b5e7e5520ad96642e2c6db4cb683d3970bd640cdf7115049a6e9c3682df82
-pypdf==6.6.0 \
-    --hash=sha256:bca9091ef6de36c7b1a81e09327c554b7ce51e88dad68f5890c2b4a4417f1fd7
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+pypdf==6.6.2 \
+    --hash=sha256:44c0c9811cfb3b83b28f1c3d054531d5b8b81abaedee0d8cb403650d023832ba
 pyperclip==1.11.0 \
     --hash=sha256:299403e9ff44581cb9ba2ffeed69c7aa96a008622ad0c46cb575ca75b5b84273
 pyproj==3.7.2 \
@@ -698,8 +696,8 @@ python-barcode==0.16.1 \
     --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
 python-dateutil==2.8.2 \
     --hash=sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9
-python-dotenv==1.1.0 \
-    --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
+python-dotenv==1.2.1 \
+    --hash=sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61
 python-json-logger==4.0.0 \
     --hash=sha256:af09c9daf6a813aa4cc7180395f50f2a9e5fa056034c9953aec92e381c5ba1e2
 python-lsp-black==2.0.0 \
@@ -710,8 +708,8 @@ python-lsp-ruff==2.3.0 \
     --hash=sha256:b858b698fbaff5670f6d5e6c66afc632908f78639d73dc85dedd33ae5fdd204f
 python-lsp-server==1.14.0 \
     --hash=sha256:a71a917464effc48f4c70363f90b8520e5e3ba8201428da80b97a7ceb259e32a
-python-multipart==0.0.20 \
-    --hash=sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104
+python-multipart==0.0.21 \
+    --hash=sha256:cf7a6713e01c87aa35387f4774e812c4361150938d20d232800f75ffcf266090
 python-slugify==8.0.4 \
     --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
 pythonqwt==0.15.0 \
@@ -734,8 +732,8 @@ pywin32==311 \
     --hash=sha256:3aca44c046bd2ed8c90de9cb8427f581c479e594e99b5c0bb19b29c10fd6cb87
 pywin32-ctypes==0.2.3 \
     --hash=sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8
-pywinpty==3.0.2 \
-    --hash=sha256:28297cecc37bee9f24d8889e47231972d6e9e84f7b668909de54f36ca785029a
+pywinpty==3.0.3 \
+    --hash=sha256:d4b6b7b0fe0cdcd02e956bd57cfe9f4e5a06514eecf3b5ae174da4f951b58be9
 pyyaml==6.0.3 \
     --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac
 pyzmq==27.1.0 \
@@ -760,14 +758,14 @@ rapidfuzz==3.14.3 \
     --hash=sha256:f3d15d8527e2b293e38ce6e437631af0708df29eafd7c9fc48210854c94472f9
 readme-renderer==44.0 \
     --hash=sha256:2fbca89b81a08526aadf1357a8c2ae889ec05fb03f5da67f9769c9a592166151
-redis==5.2.1 \
-    --hash=sha256:ee7e1056b9aea0f04c6c2ed59452947f34c4940ee025f5dd83e6a6418b6989e4
+redis==7.1.0 \
+    --hash=sha256:23c52b208f92b56103e17c5d06bdc1a6c2c0b3106583985a76a18f83b265de2b
 referencing==0.37.0 \
     --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
-regex==2025.10.23 \
-    --hash=sha256:0967c5b86f274800a34a4ed862dfab56928144d03cb18821c5153f8777947796
-reportlab==4.4.2 \
-    --hash=sha256:58e11be387457928707c12153b7e41e52533a5da3f587b15ba8f8fd0805c6ee2
+regex==2025.11.3 \
+    --hash=sha256:9f95fbaa0ee1610ec0fc6b26668e9917a582ba80c52cc6d9ada15e30aa9ab9ad
+reportlab==4.4.9 \
+    --hash=sha256:68e2d103ae8041a37714e8896ec9b79a1c1e911d68c3bd2ea17546568cf17bfd
 requests==2.32.5 \
     --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6
 requests-ntlm==1.3.0 \
@@ -782,16 +780,16 @@ rfc3986-validator==0.1.1 \
     --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
 rich==14.3.3 \
     --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
-roman-numerals-py==3.1.0 \
-    --hash=sha256:9da2ad2fb670bcf24e81070ceb3be72f6c11c440d73bd579fbeca1e9f330954c
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
 rope==1.14.0 \
     --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
-rpds-py==0.27.1 \
-    --hash=sha256:a6e57b0abfe7cc513450fcf529eb486b6e4d3f8aee83e92eb5f1ef848218d456
+rpds-py==0.30.0 \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950
 rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
-rtree==1.4.0 \
-    --hash=sha256:ba83efc7b7563905b1bfdfc14490c4bfb59e92e5e6156bdeb6ec5df5117252f4
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
 ruff==0.15.1 \
     --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
 rx==3.2.0 \
@@ -800,10 +798,10 @@ scikit-image==0.26.0 \
     --hash=sha256:0660b83968c15293fd9135e8d860053ee19500d52bf55ca4fb09de595a1af650
 scikit-learn==1.8.0 \
     --hash=sha256:56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6
-scipy==1.17.0 \
-    --hash=sha256:3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061
-scramp==1.4.5 \
-    --hash=sha256:50e37c464fc67f37994e35bee4151e3d8f9320e9c204fca83a5d313c121bbbe7
+scipy==1.17.1 \
+    --hash=sha256:3877ac408e14da24a6196de0ddcace62092bfc12a83823e92e49e40747e52c19
+scramp==1.4.6 \
+    --hash=sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1
 scs==3.2.11 \
     --hash=sha256:7b2c37e87baca0389f005fe19a0ca8209d43c0f1e9136a1a6fde23cae1735db9
 seaborn==0.13.2 \
@@ -838,12 +836,12 @@ sounddevice==0.5.3 \
     --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
 soundfile==0.13.1 \
     --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
-soupsieve==2.8 \
-    --hash=sha256:0cc76456a30e20f5d7f2e14a98a4ae2ee4e5abdc7c5ea0aafe795f344bc7984c
-sphinx==8.2.3 \
-    --hash=sha256:4405915165f13521d875a8c29c8970800a0141c14cc5416a38feca4ea5d9b9c3
-sphinx-rtd-theme==3.0.2 \
-    --hash=sha256:422ccc750c3a3a311de4ae327e82affdaf59eb695ba4936538552f3b00f4ee13
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
 sphinxcontrib-applehelp==2.0.0 \
     --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
 sphinxcontrib-devhelp==2.0.0 \
@@ -874,8 +872,8 @@ sqlparse==0.5.5 \
     --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
 squarify==0.4.4 \
     --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
-sse-starlette==3.1.2 \
-    --hash=sha256:cd800dd349f4521b317b9391d3796fa97b71748a4da9b9e00aafab32dda375c8
+sse-starlette==3.2.0 \
+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
 sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
@@ -894,8 +892,8 @@ sympy==1.14.0 \
     --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
 tabulate==0.9.0 \
     --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
-tblib==3.1.0 \
-    --hash=sha256:670bb4582578134b3d81a84afa1b016128b429f3d48e6cbbaecc9d15675e984e
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
 tenacity==9.1.2 \
     --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
 termcolor==3.1.0 \
@@ -926,36 +924,34 @@ tomli-w==1.2.0 \
     --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
 tomlkit==0.14.0 \
     --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
-toolz==1.0.0 \
-    --hash=sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
 tornado==6.5.4 \
     --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
 traitlets==5.14.3 \
     --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
-traittypes==0.2.1 \
-    --hash=sha256:1340af133810b6eee1a2eb2e988f862b0d12b6c2d16f282aaf3207b782134c2e
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
 trio==0.33.0 \
     --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
-trove-classifiers==2025.9.11.17 \
-    --hash=sha256:5d392f2d244deb1866556457d6f3516792124a23d1c3a463a2e8668a5d1c15dd
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
 twine==6.2.0 \
     --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
 typer==0.21.1 \
     --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
 typer-slim==0.21.1 \
     --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
-types-python-dateutil==2.9.0.20250822 \
-    --hash=sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc
 types-requests==2.32.4.20260107 \
     --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
 typing-extensions==4.15.0 \
     --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
 typing-inspection==0.4.2 \
     --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
 tzlocal==5.3.1 \
     --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
 ujson==5.11.0 \
@@ -968,10 +964,10 @@ uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
 urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-uuid-utils==0.13.0 \
-    --hash=sha256:046cb2756e1597b3de22d24851b769913e192135830486a0a70bf41327f0360c
-uvicorn==0.40.0 \
-    --hash=sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
@@ -980,8 +976,8 @@ watchdog==6.0.0 \
     --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
 wcwidth==0.6.0 \
     --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
-webcolors==24.11.1 \
-    --hash=sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
 webencodings==0.5.1 \
     --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
 websocket-client==1.9.0 \
@@ -992,30 +988,28 @@ werkzeug==3.1.5 \
     --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
 whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
-wrapt==2.0.1 \
-    --hash=sha256:4ae879acc449caa9ed43fc36ba08392b9412ee67941748d31d94e3cedb36628c
-wsproto==1.2.0 \
-    --hash=sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.2.0 \
     --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
 xlsxwriter==3.2.9 \
     --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
 xxhash==3.6.0 \
     --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
-xyzservices==2025.4.0 \
-    --hash=sha256:8d4db9a59213ccb4ce1cf70210584f30b10795bff47627cdfb862b39ff6e10c9
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
 yapf==0.43.0 \
     --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
 yarl==1.22.0 \
     --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
-yt-dlp==2025.9.26 \
-    --hash=sha256:36f5fbc153600f759abd48d257231f0e0a547a115ac7ffb05d5b64e5c7fdf8a2
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
 zict==3.0.0 \
     --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
 zipp==3.23.0 \
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt
index ff195bac..0eeccaf8 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dotb3.txt
@@ -12,7 +12,7 @@ sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sv-ttk==2.6.0 \
     --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt
index ff195bac..0eeccaf8 100644
--- a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1freeb3.txt
@@ -12,7 +12,7 @@ sqlite-bro==0.13.1 \
     --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
 sv-ttk==2.6.0 \
     --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
-wheel==0.45.1 \
-    --hash=sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
 wppm==17.2.20250823 \
     --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From 32809928a64d0fa1e73acd9a06aeebfb29fd19b6 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 7 Mar 2026 08:48:52 +0100
Subject: [PATCH 047/157] Prepare for 2026-01rc

---
 .../github_workflows_build-2026_01.yml        |    2 +-
 .../cycle_2026_01/pylock.64-3_13_12_0dot.toml |  101 +
 .../pylock.64-3_13_12_0slim.toml              | 5843 +++++++++++++++++
 .../cycle_2026_01/pylock.64-3_13_12_0whl.toml |  101 +
 .../pylock.64-3_13_12_0whl_wheels.toml        | 5590 ++++++++++++++++
 .../cycle_2026_01/pylock.64-3_14_3_0dot.toml  |  101 +
 .../cycle_2026_01/pylock.64-3_14_3_0free.toml |  101 +
 .../pylock.64-3_14_3_0slimf.toml              | 5139 +++++++++++++++
 .../cycle_2026_01/pylock.64-3_14_3_0whl.toml  |  101 +
 .../pylock.64-3_14_3_0whl_wheels.toml         | 5579 ++++++++++++++++
 .../cycle_2026_01/pylock.64-3_15_0_1dot.toml  |  101 +
 .../cycle_2026_01/pylock.64-3_15_0_1free.toml |  101 +
 .../cycle_2026_01/requir.64-3_13_12_0dot.txt  |   18 +
 .../cycle_2026_01/requir.64-3_13_12_0slim.txt | 1062 +++
 .../cycle_2026_01/requir.64-3_13_12_0whl.txt  |   18 +
 .../requir.64-3_13_12_0whl_wheels.txt         | 1016 +++
 .../cycle_2026_01/requir.64-3_14_3_0dot.txt   |   18 +
 .../cycle_2026_01/requir.64-3_14_3_0free.txt  |   18 +
 .../cycle_2026_01/requir.64-3_14_3_0slim.txt  | 1060 +++
 .../cycle_2026_01/requir.64-3_14_3_0slimf.txt |  934 +++
 .../requir.64-3_14_3_0slimlocal.txt           | 1060 +++
 .../cycle_2026_01/requir.64-3_14_3_0whl.txt   |   18 +
 .../requir.64-3_14_3_0whl_wheels.txt          | 1014 +++
 .../cycle_2026_01/requir.64-3_15_0_1dot.txt   |   18 +
 .../cycle_2026_01/requir.64-3_15_0_1free.txt  |   18 +
 25 files changed, 29131 insertions(+), 1 deletion(-)
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dot.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0slim.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whl.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_13_12_0whl_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0dot.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0free.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0slimf.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whl.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_14_3_0whl_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_15_0_1dot.toml
 create mode 100644 winpython/portable/cycle_2026_01/pylock.64-3_15_0_1free.toml
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0dot.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0slim.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0dot.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0free.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0slim.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimf.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimlocal.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_15_0_1dot.txt
 create mode 100644 winpython/portable/cycle_2026_01/requir.64-3_15_0_1free.txt

diff --git a/.github/workflows/github_workflows_build-2026_01.yml b/.github/workflows/github_workflows_build-2026_01.yml
index 97ca0f6e..acadace0 100644
--- a/.github/workflows/github_workflows_build-2026_01.yml
+++ b/.github/workflows/github_workflows_build-2026_01.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_01"
-  my_release_level: "b3"
+  my_release_level: ""
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
diff --git a/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dot.toml b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dot.toml
new file mode 100644
index 00000000..cc47fcbf
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/pylock.64-3_13_12_0dot.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "build-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.0"
+
+[[packages.wheels]]
+name = "packaging-26.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "82.0.0"
+
+[[packages.wheels]]
+name = "setuptools-82.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e1/c6/76dc613121b793286a3f91621d7b75a2b493e0390ddca50f11993eadf192/setuptools-82.0.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0"
+
+[[packages]]
+name = "sqlite-bro"
+version = "0.13.1"
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index 00000000..7ec50d33
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index 00000000..cc47fcbf
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+streamlit-bokeh==3.8.3 \
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+tomli-w==1.2.0 \
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+yt-dlp==2025.12.8 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl.txt
new file mode 100644
index 00000000..2d1db862
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.0 \
+    --hash=sha256:70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl_wheels.txt
new file mode 100644
index 00000000..ae9c3bcd
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_13_12_0whl_wheels.txt
@@ -0,0 +1,1016 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.13.3 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+altair==6.0.0 \
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+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
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+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
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+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
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+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
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+bokeh==3.9.0.dev7 \
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+branca==0.8.1 \
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+tomli-w==1.2.0 \
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+yt-dlp==2025.12.8 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dot.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dot.txt
new file mode 100644
index 00000000..2d1db862
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0dot.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
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+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.0 \
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+sqlite-bro==0.13.1 \
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+sv-ttk==2.6.0 \
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+wheel==0.46.3 \
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+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0free.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0free.txt
new file mode 100644
index 00000000..2d1db862
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0free.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
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+packaging==26.0 \
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+pyproject-hooks==1.2.0 \
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+setuptools==82.0.0 \
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+sqlite-bro==0.13.1 \
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+sv-ttk==2.6.0 \
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+wheel==0.46.3 \
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+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slim.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slim.txt
new file mode 100644
index 00000000..f8ab5af4
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slim.txt
@@ -0,0 +1,1060 @@
+absl-py==2.3.1 \
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+    --hash=sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
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+    --hash=sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197
+attrs==25.4.0 \
+    --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373
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+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.38.0 \
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+azure-cosmos==4.14.4 \
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+azure-identity==1.25.1 \
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+baresql==1.0.0 \
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+bcrypt==5.0.0 \
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+    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimf.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimf.txt
new file mode 100644
index 00000000..b55bc85e
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimf.txt
@@ -0,0 +1,934 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.13.3 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
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+alembic==1.17.2 \
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+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:f61c0aea5565ac82e2ec50a05e02a6c44734e91b51c10510b084ea1b8e633a71
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.4 \
+    --hash=sha256:a22fa9047405d03260b483980635f0b041989d8bcc9a313f8fe18b411d84b1d7
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
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+types-requests==2.32.4.20260107 \
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+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
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+uc-micro-py==1.0.3 \
+    --hash=sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5
+ujson==5.11.0 \
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+uncertainties==3.2.3 \
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+urllib3==2.6.3 \
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+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
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+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
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+whatthepatch==1.0.7 \
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+widgetsnbextension==4.0.15 \
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+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
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+xxhash==3.6.0 \
+    --hash=sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f
+xyzservices==2025.11.0 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
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+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimlocal.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimlocal.txt
new file mode 100644
index 00000000..f8ab5af4
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0slimlocal.txt
@@ -0,0 +1,1060 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:9bf9f7a65e7aa20dd764151fb3d616c81088f91f8df39c3893a536e279b4b984
+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+altair==6.0.0 \
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+annotated-doc==0.0.4 \
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+anthropic==0.84.0 \
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+anyio==4.12.1 \
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+anywidget==0.9.21 \
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+argcomplete==3.6.3 \
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+attrs==25.4.0 \
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+tomli-w==1.2.0 \
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+yt-dlp==2025.12.8 \
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diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl.txt
new file mode 100644
index 00000000..2d1db862
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.0 \
+    --hash=sha256:70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl_wheels.txt b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl_wheels.txt
new file mode 100644
index 00000000..f39afe78
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_14_3_0whl_wheels.txt
@@ -0,0 +1,1014 @@
+absl-py==2.3.1 \
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+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.4 \
+    --hash=sha256:fa07d31e0cd85c60713f2b995da613588aa03e1303d75705dca6af8babc18ddc
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+typer-slim==0.21.1 \
+    --hash=sha256:6e6c31047f171ac93cc5a973c9e617dbc5ab2bddc4d0a3135dc161b4e2020e0d
+types-requests==2.32.4.20260107 \
+    --hash=sha256:b703fe72f8ce5b31ef031264fe9395cac8f46a04661a79f7ed31a80fb308730d
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dot.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dot.txt
new file mode 100644
index 00000000..2d1db862
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1dot.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.0 \
+    --hash=sha256:70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_01/requir.64-3_15_0_1free.txt b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1free.txt
new file mode 100644
index 00000000..2d1db862
--- /dev/null
+++ b/winpython/portable/cycle_2026_01/requir.64-3_15_0_1free.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.0 \
+    --hash=sha256:70b18734b607bd1da571d097d236cfcfacaf01de45717d59e6e04b96877532e0
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From b076ec8b850ab8b5374754932771e22a1c4aae05 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 7 Mar 2026 13:03:05 +0100
Subject: [PATCH 048/157] publish 2026-01 rc better

---
 changelogs/WinPythondot-64bit-3.13.12.0.md  |  35 ++
 changelogs/WinPythondot-64bit-3.14.3.0.md   |  35 ++
 changelogs/WinPythondot-64bit-3.15.0.1.md   |  35 ++
 changelogs/WinPythonfree-64bit-3.14.3.0.md  |  35 ++
 changelogs/WinPythonfree-64bit-3.15.0.1.md  |  35 ++
 changelogs/WinPythonslim-64bit-3.13.12.0.md | 558 ++++++++++++++++++++
 changelogs/WinPythonslim-64bit-3.14.3.0.md  | 557 +++++++++++++++++++
 changelogs/WinPythonslimf-64bit-3.14.3.0.md | 494 +++++++++++++++++
 changelogs/WinPythonwhl-64bit-3.13.12.0.md  | 543 +++++++++++++++++++
 changelogs/WinPythonwhl-64bit-3.14.3.0.md   | 542 +++++++++++++++++++
 changelogs/md5_sha1.txt                     |  24 +
 11 files changed, 2893 insertions(+)
 create mode 100644 changelogs/WinPythondot-64bit-3.13.12.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.14.3.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.15.0.1.md
 create mode 100644 changelogs/WinPythonfree-64bit-3.14.3.0.md
 create mode 100644 changelogs/WinPythonfree-64bit-3.15.0.1.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.13.12.0.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.14.3.0.md
 create mode 100644 changelogs/WinPythonslimf-64bit-3.14.3.0.md
 create mode 100644 changelogs/WinPythonwhl-64bit-3.13.12.0.md
 create mode 100644 changelogs/WinPythonwhl-64bit-3.14.3.0.md

diff --git a/changelogs/WinPythondot-64bit-3.13.12.0.md b/changelogs/WinPythondot-64bit-3.13.12.0.md
new file mode 100644
index 00000000..552bf429
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.12.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.13.12.0dot
+
+The following packages are included in WinPython-64bit v3.13.12.0dot .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.12 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.14.3.0.md b/changelogs/WinPythondot-64bit-3.14.3.0.md
new file mode 100644
index 00000000..d91b3680
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.3.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.14.3.0dot
+
+The following packages are included in WinPython-64bit v3.14.3.0dot .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.3 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.15.0.1.md b/changelogs/WinPythondot-64bit-3.15.0.1.md
new file mode 100644
index 00000000..d02e1408
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.1.md
@@ -0,0 +1,35 @@
+## WinPython 3.15.0.1dot
+
+The following packages are included in WinPython-64bit v3.15.0.1dot .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0a6 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonfree-64bit-3.14.3.0.md b/changelogs/WinPythonfree-64bit-3.14.3.0.md
new file mode 100644
index 00000000..578d9e30
--- /dev/null
+++ b/changelogs/WinPythonfree-64bit-3.14.3.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.14.3.0free
+
+The following packages are included in WinPython-64bit v3.14.3.0free .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.3 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonfree-64bit-3.15.0.1.md b/changelogs/WinPythonfree-64bit-3.15.0.1.md
new file mode 100644
index 00000000..3401906c
--- /dev/null
+++ b/changelogs/WinPythonfree-64bit-3.15.0.1.md
@@ -0,0 +1,35 @@
+## WinPython 3.15.0.1free
+
+The following packages are included in WinPython-64bit v3.15.0.1free .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0a6 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.13.12.0.md b/changelogs/WinPythonslim-64bit-3.13.12.0.md
new file mode 100644
index 00000000..5421078b
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.13.12.0.md
@@ -0,0 +1,558 @@
+## WinPython 3.13.12.0slim
+
+The following packages are included in WinPython-64bit v3.13.12.0slim .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.13.12 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.0.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.84.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.12.1 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[astropy](https://pypi.org/project/astropy) | 7.2.0 | Astronomy and astrophysics core library
+[astropy-iers-data](https://pypi.org/project/astropy-iers-data) | 0.2026.2.2.0.48.1 | IERS Earth Rotation and Leap Second tables for the astropy core package
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.0.5 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes.
+[attrs](https://pypi.org/project/attrs) | 25.4.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.38.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.1 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.0 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.8.2 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 6.2.2 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.20.6 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.1.0 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.3 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.1.2 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.18.2 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.3 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.1.2 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.4.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.129.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.20.3 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.2 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.61.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[googleapis-common-protos](https://pypi.org/project/googleapis-common-protos) | 1.72.0 | Common protobufs used in Google APIs
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.3.1 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.0.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.2 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.15.1 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.28.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.2.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.22.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.4.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[invoke](https://pypi.org/project/invoke) | 2.2.1 | Pythonic task execution
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.11.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.0 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.0.0 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.5 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.13.2 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.9 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.2.17 | Building applications with LLMs through composability
+[langgraph](https://pypi.org/project/langgraph) | 1.0.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.8 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.9 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.7.13 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.46.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.0.2 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.8 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.11.5 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 1.12.4 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.34.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.17.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.2 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.4 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.64.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.24.3 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.26.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.38.0 | OpenTelemetry Python API
+[opentelemetry-exporter-otlp-proto-common](https://pypi.org/project/opentelemetry-exporter-otlp-proto-common) | 1.38.0 | OpenTelemetry Protobuf encoding
+[opentelemetry-exporter-otlp-proto-http](https://pypi.org/project/opentelemetry-exporter-otlp-proto-http) | 1.38.0 | OpenTelemetry Collector Protobuf over HTTP Exporter
+[opentelemetry-proto](https://pypi.org/project/opentelemetry-proto) | 1.38.0 | OpenTelemetry Python Proto
+[opentelemetry-sdk](https://pypi.org/project/opentelemetry-sdk) | 1.38.0 | OpenTelemetry Python SDK
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.59b0 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.18.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 2.3.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.8.9 | The powerful data exploration & web app framework for Python.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.3.2 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.1.1 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.30.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.5.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.5.2 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.8.4 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.38.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.38.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.16.5 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 6.33.5 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.31 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 23.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.1 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.12.5 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.41.5 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyerfa](https://pypi.org/project/pyerfa) | 2.0.1.5 | Python bindings for ERFA
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pytz](https://pypi.org/project/pytz) | 2025.2 | World timezone definitions, modern and historical
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.1 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.32.5 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.7.2 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.3 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.3 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.46 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 0.52.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.55.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.8.3 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.7.6 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[typer-slim](https://pypi.org/project/typer-slim) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260107 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 1.0.3 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.41.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.5 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2025.12.8 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.14.3.0.md b/changelogs/WinPythonslim-64bit-3.14.3.0.md
new file mode 100644
index 00000000..ad01c90b
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.3.0.md
@@ -0,0 +1,557 @@
+## WinPython 3.14.3.0slim
+
+The following packages are included in WinPython-64bit v3.14.3.0slim .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.3 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.0.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.84.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.12.1 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[astropy](https://pypi.org/project/astropy) | 7.2.0 | Astronomy and astrophysics core library
+[astropy-iers-data](https://pypi.org/project/astropy-iers-data) | 0.2026.2.2.0.48.1 | IERS Earth Rotation and Leap Second tables for the astropy core package
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.0.5 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes.
+[attrs](https://pypi.org/project/attrs) | 25.4.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.38.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.1 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.0 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.8.2 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 6.2.2 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.20.6 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.1.0 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.3 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.1.2 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.18.2 | Data visualization toolchain based on aggregating into a grid
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.1.2 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.4.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.129.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.20.3 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.2 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.61.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[googleapis-common-protos](https://pypi.org/project/googleapis-common-protos) | 1.72.0 | Common protobufs used in Google APIs
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.3.1 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.0.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.2 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.15.1 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.28.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.2.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.22.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.4.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[invoke](https://pypi.org/project/invoke) | 2.2.1 | Pythonic task execution
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.11.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.0 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.0.0 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.5 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.13.2 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.9 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.2.17 | Building applications with LLMs through composability
+[langgraph](https://pypi.org/project/langgraph) | 1.0.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.8 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.9 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.7.13 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.46.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.0.2 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.8 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.11.5 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 1.12.4 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.34.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.17.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.2 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.4 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.64.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.24.3 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.26.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.38.0 | OpenTelemetry Python API
+[opentelemetry-exporter-otlp-proto-common](https://pypi.org/project/opentelemetry-exporter-otlp-proto-common) | 1.38.0 | OpenTelemetry Protobuf encoding
+[opentelemetry-exporter-otlp-proto-http](https://pypi.org/project/opentelemetry-exporter-otlp-proto-http) | 1.38.0 | OpenTelemetry Collector Protobuf over HTTP Exporter
+[opentelemetry-proto](https://pypi.org/project/opentelemetry-proto) | 1.38.0 | OpenTelemetry Python Proto
+[opentelemetry-sdk](https://pypi.org/project/opentelemetry-sdk) | 1.38.0 | OpenTelemetry Python SDK
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.59b0 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.18.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 2.3.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.8.9 | The powerful data exploration & web app framework for Python.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.3.2 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.1.1 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.30.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.5.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.5.2 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.8.4 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.38.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.38.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.16.5 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 6.33.5 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.31 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 23.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.1 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.12.5 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.41.5 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyerfa](https://pypi.org/project/pyerfa) | 2.0.1.5 | Python bindings for ERFA
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pytz](https://pypi.org/project/pytz) | 2025.2 | World timezone definitions, modern and historical
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.1 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.32.5 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.7.2 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.3 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.3 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.46 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 0.52.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.55.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.8.3 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.7.6 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[typer-slim](https://pypi.org/project/typer-slim) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260107 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 1.0.3 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.41.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.5 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2025.12.8 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.14.3.0.md b/changelogs/WinPythonslimf-64bit-3.14.3.0.md
new file mode 100644
index 00000000..c0bd41cf
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.3.0.md
@@ -0,0 +1,494 @@
+## WinPython 3.14.3.0slimf
+
+The following packages are included in WinPython-64bit v3.14.3.0slimf .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.3 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.0.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.84.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.12.1 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.0.5 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes.
+[attrs](https://pypi.org/project/attrs) | 25.4.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.38.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.1 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.0 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.8.2 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 6.2.2 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.1.0 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.3 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.1.2 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.1.2 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.129.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.20.3 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.2 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.61.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[googleapis-common-protos](https://pypi.org/project/googleapis-common-protos) | 1.72.0 | Common protobufs used in Google APIs
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.3.1 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.0.0 | The official Python library for the groq API
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[hatchling](https://pypi.org/project/hatchling) | 1.28.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.2.0 | Fast transfer of large files with the Hugging Face Hub.
+[holoviews](https://pypi.org/project/holoviews) | 1.22.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.4.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[invoke](https://pypi.org/project/invoke) | 2.2.1 | Pythonic task execution
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.11.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.0 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.0.0 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.5 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.9 | A fast implementation of the Cassowary constraint solver
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.0.2 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.8 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.11.5 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 1.12.4 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.34.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.17.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.2 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.4 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numpy](https://pypi.org/project/numpy) | 2.4.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 2.26.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.38.0 | OpenTelemetry Python API
+[opentelemetry-exporter-otlp-proto-common](https://pypi.org/project/opentelemetry-exporter-otlp-proto-common) | 1.38.0 | OpenTelemetry Protobuf encoding
+[opentelemetry-exporter-otlp-proto-http](https://pypi.org/project/opentelemetry-exporter-otlp-proto-http) | 1.38.0 | OpenTelemetry Collector Protobuf over HTTP Exporter
+[opentelemetry-proto](https://pypi.org/project/opentelemetry-proto) | 1.38.0 | OpenTelemetry Python Proto
+[opentelemetry-sdk](https://pypi.org/project/opentelemetry-sdk) | 1.38.0 | OpenTelemetry Python SDK
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.59b0 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.18.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.1 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.8.9 | The powerful data exploration & web app framework for Python.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.3.2 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.1.1 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.30.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.5.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.5.2 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.16.5 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 6.33.5 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.31 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 23.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.1 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.12.5 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.41.5 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pytz](https://pypi.org/project/pytz) | 2025.2 | World timezone definitions, modern and historical
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.32.5 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.7.2 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.3 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.46 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 0.52.1 | The little ASGI library that shines.
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[typer-slim](https://pypi.org/project/typer-slim) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260107 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 1.0.3 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.41.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.5 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2025.12.8 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonwhl-64bit-3.13.12.0.md b/changelogs/WinPythonwhl-64bit-3.13.12.0.md
new file mode 100644
index 00000000..ddbf2a6b
--- /dev/null
+++ b/changelogs/WinPythonwhl-64bit-3.13.12.0.md
@@ -0,0 +1,543 @@
+## WinPython 3.13.12.0whl
+
+The following packages are included in WinPython-64bit v3.13.12.0whl .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.12 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.0.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.84.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.12.1 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.0.5 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes.
+[attrs](https://pypi.org/project/attrs) | 25.4.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.38.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.1 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.0 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0.dev7 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 6.2.2 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.20.6 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.3 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.1.2 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[deap](https://pypi.org/project/deap) | 1.4.3 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.1.2 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.4.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.129.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.20.3 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.2 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.61.1 | Tools to manipulate font files
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[googleapis-common-protos](https://pypi.org/project/googleapis-common-protos) | 1.72.0 | Common protobufs used in Google APIs
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.3.1 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.0.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.2 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.15.1 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.28.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.2.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.4.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[invoke](https://pypi.org/project/invoke) | 2.2.1 | Pythonic task execution
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.11.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.0 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.0.0 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.5 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.13.2 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.9 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.2.17 | Building applications with LLMs through composability
+[langgraph](https://pypi.org/project/langgraph) | 1.0.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.8 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.9 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.7.13 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[llvmlite](https://pypi.org/project/llvmlite) | 0.46.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.0.2 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.8 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.11.5 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 1.12.4 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.34.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.17.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.2 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.4 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.64.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.24.3 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.26.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.38.0 | OpenTelemetry Python API
+[opentelemetry-exporter-otlp-proto-common](https://pypi.org/project/opentelemetry-exporter-otlp-proto-common) | 1.38.0 | OpenTelemetry Protobuf encoding
+[opentelemetry-exporter-otlp-proto-http](https://pypi.org/project/opentelemetry-exporter-otlp-proto-http) | 1.38.0 | OpenTelemetry Collector Protobuf over HTTP Exporter
+[opentelemetry-proto](https://pypi.org/project/opentelemetry-proto) | 1.38.0 | OpenTelemetry Python Proto
+[opentelemetry-sdk](https://pypi.org/project/opentelemetry-sdk) | 1.38.0 | OpenTelemetry Python SDK
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.59b0 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.18.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 2.3.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.1.1 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.30.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.5.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.5.2 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.8.4 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.38.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.38.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.16.5 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 6.33.5 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.31 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 23.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.1 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pydantic](https://pypi.org/project/pydantic) | 2.12.5 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.41.5 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pytz](https://pypi.org/project/pytz) | 2025.2 | World timezone definitions, modern and historical
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.1 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.32.5 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.7.2 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.3 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.3 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.46 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 0.52.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.55.0 | A faster way to build and share data apps
+[superqt](https://pypi.org/project/superqt) | 0.7.6 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[typer-slim](https://pypi.org/project/typer-slim) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260107 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.41.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.5 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2025.12.8 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+
diff --git a/changelogs/WinPythonwhl-64bit-3.14.3.0.md b/changelogs/WinPythonwhl-64bit-3.14.3.0.md
new file mode 100644
index 00000000..4e917f24
--- /dev/null
+++ b/changelogs/WinPythonwhl-64bit-3.14.3.0.md
@@ -0,0 +1,542 @@
+## WinPython 3.14.3.0whl
+
+The following packages are included in WinPython-64bit v3.14.3.0whl .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.3 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.2.20250823 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.0.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.84.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.12.1 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.0.5 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes.
+[attrs](https://pypi.org/project/attrs) | 25.4.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.38.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.1 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.0 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0.dev7 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.0 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 6.2.2 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.4 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.20.6 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.3 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.1.2 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.1.2 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.4.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.129.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.20.3 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.2 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.61.1 | Tools to manipulate font files
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[googleapis-common-protos](https://pypi.org/project/googleapis-common-protos) | 1.72.0 | Common protobufs used in Google APIs
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.3.1 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.0.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.2 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.15.1 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.28.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.2.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.4.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[invoke](https://pypi.org/project/invoke) | 2.2.1 | Pythonic task execution
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.11.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.0 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.0.0 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.5 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.13.2 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.9 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.2.17 | Building applications with LLMs through composability
+[langgraph](https://pypi.org/project/langgraph) | 1.0.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.8 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.9 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.7.13 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[llvmlite](https://pypi.org/project/llvmlite) | 0.46.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.0.2 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.8 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.11.5 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 1.12.4 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.34.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.17.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.2 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.4 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.64.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.2 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.24.3 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.26.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.38.0 | OpenTelemetry Python API
+[opentelemetry-exporter-otlp-proto-common](https://pypi.org/project/opentelemetry-exporter-otlp-proto-common) | 1.38.0 | OpenTelemetry Protobuf encoding
+[opentelemetry-exporter-otlp-proto-http](https://pypi.org/project/opentelemetry-exporter-otlp-proto-http) | 1.38.0 | OpenTelemetry Collector Protobuf over HTTP Exporter
+[opentelemetry-proto](https://pypi.org/project/opentelemetry-proto) | 1.38.0 | OpenTelemetry Python Proto
+[opentelemetry-sdk](https://pypi.org/project/opentelemetry-sdk) | 1.38.0 | OpenTelemetry Python SDK
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.59b0 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.18.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.0 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 2.3.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.1.1 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.0.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.30.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.5.0 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.5.2 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.8.4 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.38.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.38.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.16.5 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 6.33.5 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.31 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 23.0.1 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.1 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pydantic](https://pypi.org/project/pydantic) | 2.12.5 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.41.5 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pytz](https://pypi.org/project/pytz) | 2025.2 | World timezone definitions, modern and historical
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.1 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.32.5 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.0 | Easily download, build, install, upgrade, and uninstall Python packages
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.7.2 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.3 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.3 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.46 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 0.52.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.55.0 | A faster way to build and share data apps
+[superqt](https://pypi.org/project/superqt) | 0.7.6 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[typer-slim](https://pypi.org/project/typer-slim) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260107 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.41.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.5 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2025.12.8 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+
diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index 53d5f2a1..af9f8ab7 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,3 +1,27 @@
+### WinPython 2026-01 rc (March 7th, 2026)
+
+MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
+7b4d09c0a069a0fdaf20767909d5e75f | 47c58a14ac5c749d78658054f7941a6a66dfcc0a | b7081b9060d35853aa303d58ac2db07108e217d5d2d895edcd9806a31f1e6379 | WinPython64-3.13.12.0dotrc.exe    |     16 897 525 Bytes | 743f656fdc32fd6856a8a0a95f8b1eea3b4b707e2ebb31e06ca036b8a3641d63
+eda3c48bb41259ebbd64bc6bbdc32cdc | 952df729cd2d9bbd0bbb080d6792dc5d5f2de972 | 058f09f30e18f16ac8d43c538479367ec46bb7a60461939d033b1d1c6c1e7fd0 | WinPython64-3.13.12.0dotrc.zip    |     27 554 782 Bytes | ea4bab0d977b4853402f1c529de9093757a18ec48132c90f06c2f1329efe67d5
+72e7f78309d6f25b4d9c325a11e20db2 | 85e412787fb0bd32bd70792cff7dc7d6154b175d | 00c5f73ec434bbc7c3450fc18cfd55fba050407153ee43637ac7a00f253b99d2 | WinPython64-3.13.12.0slimrc.7z    |    656 870 976 Bytes | 8bde56fc11f5af1ac777975ad36f975e05bd8cd5b6b1fc5dd89134aa8151e266
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+94e0522919f8173c79327692c0e3a99b | 8806cf1ea72142fcf272c6e6b536f506a6183e5c | 2db6e442ed820baba1149668b716709d9569f4a9eceffd0b3362959f5bc2f3b7 | WinPython64-3.14.3.0dotrc.exe     |     17 347 019 Bytes | 6d472780e514ee95b5ab933e6c2bdaf0f5a6124094c2ec3bccedd4082921a0bc
+65d9ca942b016a57362e2d4792c42163 | 7af5c134451681e4eec23438f346743f2fefe1e2 | 6c3967c54a3717403ce34621bfe32ff7676cca435ed6dc6508302583816bb5f5 | WinPython64-3.14.3.0dotrc.zip     |     28 134 852 Bytes | 55068e4147d45b00cf6390208844a4bd6346c9e4352d1a6cb3fc0f03f01d361f
+549f0fa07ad6d395d14236bd5b4b8aa8 | 7d56cfb73373ccbefe542831b1723faeaab536c6 | 2224f95c4587f674fbde901569af4204518c91b11bd20d205cd181fb61956997 | WinPython64-3.14.3.0freerc.exe    |     35 901 845 Bytes | acaa435d37e0e1b564b9b7250c42c714dce1045d7e536668a32e2fa0db47ac73
+b022e2c540055172aa48d52d91d59a50 | aa67cd96b75e8c440bf3b3d3834a6562bea6be69 | 2bb114c9de85944f1cb3a7757c0d1c2295fb67e3a38da69c4f44d67f2abb07a9 | WinPython64-3.14.3.0freerc.zip    |     63 436 504 Bytes | 53f1082714e22c498740e22c84419776939e5aeb190a2746ed5ba2e849c55ea2
+0269e951b50521bd285c0140e5688c60 | 038f3c0b3ff1a6c7b6fd2163f8988969d2e5bf69 | 8a817c00f1ea182fe1403dc88b268418489ae1c5cb391bbc7bd0db62ebde84fa | WinPython64-3.14.3.0slimrc.7z     |    660 205 083 Bytes | bc419d0dcbeecd09361cbf37a4375d8b5861a989930a68df35fe135d1728cb35
+3b2813c9fe9c0fa9bd15bc717cfb4957 | e6a495a9054fd98ebf0a0ace947f45e1423bda41 | b5a7e014f722070bdf55e55f646868a71b768df178938834824636f03c51c775 | WinPython64-3.14.3.0slimrc.exe    |    660 418 280 Bytes | 0602b04114c34dd3df1d8f4f15ce5b7c0a8dd6b4569752226a3c2a45bfbd75cb
+269f37cf4d2ef1ce04c5a49e06a1a49e | e8b25d03f67f27126eb33129a8d0a2d9b84ea1d1 | dbc9ae1a1131ccc22726cf6e8934d1208062987cfc51e7b8d56b4f408566fcec | WinPython64-3.14.3.0slimfrc.7z    |    407 417 245 Bytes | 0c0511817def72f09f3cc5e2f4b244d35aaf2c00a1e0234629a6fc37533efef8
+6e28a0935045be0a83db0259be784683 | 6b90f3a33b386ea647e637e19deb7c234007ee28 | 4479a5a4ed89d47e3658db8d32c33a57965294f22a9d0e8696ce78de731a5fd7 | WinPython64-3.14.3.0slimfrc.exe   |    407 632 093 Bytes | 929667bcd89101943976666d68794c587ced7d8b941e473bd77dfcb3829943a3
+c43cc3e7f7794fb90c849ddebdff7b11 | b2d023747621fdf794d7f107de4d8936393cd7e1 | 9cc5a90813af3a6d6211d0841d31168210e8f76139437e9103cd833486737988 | WinPython64-3.14.3.0whlrc.7z      |    680 310 634 Bytes | 50faac7e5092b7c450833a4d341d4c6efc8dbf5794e425dad0c299a996fa6a40
+e442de42b4fb696413946c223ecd9fea | 57b86209d15b3c912f923215c269c80f1a3e0e2f | 7e5d5f66273851574d971e9adc6db2bab869415cfa5cf428629d1fbdf46bcda4 | WinPython64-3.15.0.1dot.exe       |     17 957 167 Bytes | 24143b5c38f6a0d1da7622930e7834dd96fe53da96d04a702028dbad496954a9
+1e433593f5db645530bcf5b7d16d1834 | 66a57847f4f3e8ddc36f8944673e863ff1e654b7 | 4a2e25e19cfb66be5725d90f045193d9d19460871df0b7fd8f8233ed654d1af1 | WinPython64-3.15.0.1dot.zip       |     28 955 258 Bytes | cdced8ed81df91996ce85aa8e127dd6265879fafe68605975171d55949448480
+819d72fd99998df881fa95dab70ddc81 | 4f07bde091c4cb60181594ca78a403e631972219 | d2c8f0f685f552b3299e7d3f5e6ab0e48ec6499c1547b33fdfc18f7c7b6ad037 | WinPython64-3.15.0.1free.exe      |     37 065 593 Bytes | 00f6974f1b9495c20e1ab30f72e17f2e415c3460b7f3a0a4b6ced3fe9242b64b
+714a16501f283751649e60d31cb9d33d | 7386a24de4c13f8b9bd3b27b90bc5df50a694767 | df86e5582fccf0d4c31416df85b84f5cbc906f5de6bfeee757e48abe3f2e0beb | WinPython64-3.15.0.1free.zip      |     65 051 103 Bytes | 7d0a65919bcc273f3d3942826e6ecd00a7da0549ca09c9bedd08ab4ad3f4a251
+
+
 ### WinPython 2025-05 post1  release (December 30th, 2025)
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     

From fdaced2c838dbe5faedfe2e3bae98b63b8e6fb0a Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Tue, 10 Mar 2026 20:25:54 +0100
Subject: [PATCH 049/157] WinPython 2026-01 final

---
 changelogs/md5_sha1.txt | 31 ++++++++++++++++---------------
 1 file changed, 16 insertions(+), 15 deletions(-)

diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index af9f8ab7..a491aec4 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,27 +1,28 @@
-### WinPython 2026-01 rc (March 7th, 2026)
+### WinPython 2026-01 (March 10th, 2026)
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
 ---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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-c43cc3e7f7794fb90c849ddebdff7b11 | b2d023747621fdf794d7f107de4d8936393cd7e1 | 9cc5a90813af3a6d6211d0841d31168210e8f76139437e9103cd833486737988 | WinPython64-3.14.3.0whlrc.7z      |    680 310 634 Bytes | 50faac7e5092b7c450833a4d341d4c6efc8dbf5794e425dad0c299a996fa6a40
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+0269e951b50521bd285c0140e5688c60 | 038f3c0b3ff1a6c7b6fd2163f8988969d2e5bf69 | 8a817c00f1ea182fe1403dc88b268418489ae1c5cb391bbc7bd0db62ebde84fa | WinPython64-3.14.3.0slim.7z       |    660 205 083 Bytes | bc419d0dcbeecd09361cbf37a4375d8b5861a989930a68df35fe135d1728cb35
+3b2813c9fe9c0fa9bd15bc717cfb4957 | e6a495a9054fd98ebf0a0ace947f45e1423bda41 | b5a7e014f722070bdf55e55f646868a71b768df178938834824636f03c51c775 | WinPython64-3.14.3.0slim.exe      |    660 418 280 Bytes | 0602b04114c34dd3df1d8f4f15ce5b7c0a8dd6b4569752226a3c2a45bfbd75cb
+269f37cf4d2ef1ce04c5a49e06a1a49e | e8b25d03f67f27126eb33129a8d0a2d9b84ea1d1 | dbc9ae1a1131ccc22726cf6e8934d1208062987cfc51e7b8d56b4f408566fcec | WinPython64-3.14.3.0slimf.7z      |    407 417 245 Bytes | 0c0511817def72f09f3cc5e2f4b244d35aaf2c00a1e0234629a6fc37533efef8
+6e28a0935045be0a83db0259be784683 | 6b90f3a33b386ea647e637e19deb7c234007ee28 | 4479a5a4ed89d47e3658db8d32c33a57965294f22a9d0e8696ce78de731a5fd7 | WinPython64-3.14.3.0slimf.exe     |    407 632 093 Bytes | 929667bcd89101943976666d68794c587ced7d8b941e473bd77dfcb3829943a3
+c43cc3e7f7794fb90c849ddebdff7b11 | b2d023747621fdf794d7f107de4d8936393cd7e1 | 9cc5a90813af3a6d6211d0841d31168210e8f76139437e9103cd833486737988 | WinPython64-3.14.3.0whl.7z        |    680 310 634 Bytes | 50faac7e5092b7c450833a4d341d4c6efc8dbf5794e425dad0c299a996fa6a40
 e442de42b4fb696413946c223ecd9fea | 57b86209d15b3c912f923215c269c80f1a3e0e2f | 7e5d5f66273851574d971e9adc6db2bab869415cfa5cf428629d1fbdf46bcda4 | WinPython64-3.15.0.1dot.exe       |     17 957 167 Bytes | 24143b5c38f6a0d1da7622930e7834dd96fe53da96d04a702028dbad496954a9
 1e433593f5db645530bcf5b7d16d1834 | 66a57847f4f3e8ddc36f8944673e863ff1e654b7 | 4a2e25e19cfb66be5725d90f045193d9d19460871df0b7fd8f8233ed654d1af1 | WinPython64-3.15.0.1dot.zip       |     28 955 258 Bytes | cdced8ed81df91996ce85aa8e127dd6265879fafe68605975171d55949448480
 819d72fd99998df881fa95dab70ddc81 | 4f07bde091c4cb60181594ca78a403e631972219 | d2c8f0f685f552b3299e7d3f5e6ab0e48ec6499c1547b33fdfc18f7c7b6ad037 | WinPython64-3.15.0.1free.exe      |     37 065 593 Bytes | 00f6974f1b9495c20e1ab30f72e17f2e415c3460b7f3a0a4b6ced3fe9242b64b
 714a16501f283751649e60d31cb9d33d | 7386a24de4c13f8b9bd3b27b90bc5df50a694767 | df86e5582fccf0d4c31416df85b84f5cbc906f5de6bfeee757e48abe3f2e0beb | WinPython64-3.15.0.1free.zip      |     65 051 103 Bytes | 7d0a65919bcc273f3d3942826e6ecd00a7da0549ca09c9bedd08ab4ad3f4a251
 
 
+
 ### WinPython 2025-05 post1  release (December 30th, 2025)
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     

From bdd2e4fa53b8b0ba321cca7a3987b064e9e67fa1 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 28 Mar 2026 18:42:51 +0100
Subject: [PATCH 050/157] running-up that build , for cycle 2026-02

---
 .../github_workflows_build-2026_02.yml        |  223 +
 .../pylock.64-3_14_3_0slimf.toml              | 5139 +++++++++++++++
 .../pylock.64-3_14_3_1dotb0.toml              |  101 +
 .../pylock.64-3_14_3_1freeb0.toml             |  101 +
 .../pylock.64-3_14_3_1slimb0.toml             | 5821 +++++++++++++++++
 .../pylock.64-3_14_3_1slimfb0.toml            | 5216 +++++++++++++++
 .../pylock.64-3_14_3_1whlb0.toml              |  101 +
 .../pylock.64-3_14_3_1whlb0_wheels.toml       | 5568 ++++++++++++++++
 .../pylock.64-3_15_0_2dotb0.toml              |  101 +
 .../pylock.64-3_15_0_2freeb0.toml             |  101 +
 .../cycle_2026_02/requir.64-3_14_3_0slimf.txt |  934 +++
 .../cycle_2026_02/requir.64-3_14_3_1dotb0.txt |   18 +
 .../requir.64-3_14_3_1freeb0.txt              |   18 +
 .../requir.64-3_14_3_1slimb0.txt              | 1058 +++
 .../requir.64-3_14_3_1slimfb0.txt             |  948 +++
 .../cycle_2026_02/requir.64-3_14_3_1whlb0.txt |   18 +
 .../requir.64-3_14_3_1whlb0_wheels.txt        | 1012 +++
 .../cycle_2026_02/requir.64-3_15_0_2dotb0.txt |   18 +
 .../requir.64-3_15_0_2freeb0.txt              |   18 +
 19 files changed, 26514 insertions(+)
 create mode 100644 .github/workflows/github_workflows_build-2026_02.yml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_0slimf.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1freeb0.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1slimb0.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1slimfb0.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1whlb0.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1whlb0_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb0.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_0slimf.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1dotb0.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb0.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb0.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb0.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb0.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb0.txt

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
new file mode 100644
index 00000000..247218c9
--- /dev/null
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -0,0 +1,223 @@
+name: Build WinPython for 2026-01 Cycle
+
+on:
+  workflow_dispatch:
+    inputs:
+      python_versionf:
+        description: 'Python version to build (3.13, 3.14, 3.14F or 3.15)'
+        required: true
+        default: '3.14'
+        type: choice
+        options:
+          - '3.13'
+          - '3.14'
+          - '3.14F'
+          - '3.15'
+          - '3.15F'
+
+env:
+  # === Global Configuration ===
+  WINPYARCH: "64"
+  my_cycle: "winpython/portable/cycle_2026_02"
+  my_release_level: "b0"
+  dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
+  pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
+  pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
+
+jobs:
+  build-winpython:
+    runs-on: windows-latest
+    strategy:
+      fail-fast: true
+      matrix:
+        flavor:
+          - name: "dot"
+            formats: { zip: true, 7z: false, exe: true }
+            PANDOC: "0"
+            WINPYARCHDET: "64"
+          - name: "slim"
+            formats: { zip: false, 7z: true, exe: true }
+            PANDOC: "1"
+            WINPYARCHDET: "64"
+          - name: "whl"
+            formats: { zip: false, 7z: true, exe: false }
+            PANDOC: "0"
+            WINPYARCHDET: "64"
+          - name: "free"
+            formats: { zip: true, 7z: false, exe: true }
+            PANDOC: "0"
+            WINPYARCHDET: "64F"
+          - name: "slimf"
+            formats: { zip: false, 7z: true, exe: true }
+            PANDOC: "1"
+            WINPYARCHDET: "64F"
+
+    env:
+      PYTHON_VERSIONF: ${{ github.event.inputs.python_versionf }}
+      WINPYFLAVOR: ${{ matrix.flavor.name }}
+      PANDOC: ${{ matrix.flavor.PANDOC }}
+      WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Set Python version configuration
+        id: python_config
+        shell: pwsh
+        run: |
+          switch ($env:PYTHON_VERSIONF) {
+            '3.13' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.12.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.13.12+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=b73415a86dcf298a2f4a585c5371fb1cf003576d2bdc2b80a34d5321284b2ed4'
+            }
+            '3.14' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.14.3+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dc5feea0e16807e7c7b2d20af3f2c18c7153f9cbd4b54063172553fda60c5a1f'
+            }
+            '3.14F' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.14.3+20260211-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dac2dc871cc9d170a9930985269b6f3e9e2fc364a6c8eb3c2e8b61f204a67f2c'
+            }
+            '3.15' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.15.0a7+20260325-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=821afdd65034ddd053bf0dacd4b26a098d2907da013dd0adeb42570585fb427d'
+            }
+            '3.15F' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.15.0a7+20260325-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=fe650dd998ee9c1a23624fc1607032b8b46efc68c8d6e8d5ba50509f349fdcad'
+            }
+          }
+
+      - name: Set static and matrix variables based on selected Python version
+        shell: pwsh
+        env:
+          PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
+          WINPYARCHDET: ${{ env.WINPYARCHDET }}
+          WINPYVER2: ${{ steps.python_config.outputs.ver2 }}
+          my_cycle: ${{ env.my_cycle }}
+          my_release_level: ${{ env.my_release_level }}
+          FLAVOR_NAME: ${{ matrix.flavor.name }}
+          python_source: ${{ steps.python_config.outputs.src }}
+        run: |
+          # Normalize PYTHON_VERSION by removing trailing 'F' if present
+          $PYTHON_VERSION = $env:PYTHON_VERSIONF -replace 'F$',''
+          Add-Content -Path $env:GITHUB_ENV -Value "PYTHON_VERSION=$PYTHON_VERSION"
+
+          # Detect architecture (64 or 64F)
+          $detected_arch = if ($env:PYTHON_VERSIONF -like '*F') { '64F' } else { '64' }
+
+          $WINPYVER2 = $env:WINPYVER2
+          $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '\\.', '')
+          Add-Content -Path $env:GITHUB_ENV -Value "build_location=$BUILD_LOCATION"
+
+          # check consistency of parametrizing:
+          $python_version=([version]$WINPYVER2).ToString(3)
+          if ($env:python_source.Contains($python_version)) {
+            Write-Host "Success: Found '$python_version' in $env:python_source"
+          } else {
+            Write-Error "Error: '$python_version' not found in $env:python_source !"
+            exit 1
+          }
+
+          $WINPYREQUIREMENTS = ''
+          $WINPYREQUIREMENTSwhl = ''
+
+          # 2. Generate requirement files expected names dynamically
+          $V_TAG = $env:WINPYVER2 -replace '\.', '_'
+          $testreq = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
+          $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.txt"
+
+          Write-Host "Checking for requirements files: $testreq and $testwhl (expected arch $detected_arch)"
+
+          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
+            $WINPYREQUIREMENTS = $testreq
+            Write-Host "Found $WINPYREQUIREMENTS"
+            if (Test-Path $testwhl) {
+              $WINPYREQUIREMENTSwhl = $testwhl
+              Write-Host "Found also $WINPYREQUIREMENTSwhl"
+            }
+          }
+
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTS=$WINPYREQUIREMENTS"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl"
+
+          $ARTIFACT_NAME = "publish_${PYTHON_VERSION}$($env:FLAVOR_NAME)"
+          Add-Content -Path $env:GITHUB_ENV -Value "ARTIFACT_NAME=$ARTIFACT_NAME"
+
+          $destwheelhouse = "$BUILD_LOCATION\wheelhouse\included.wheels"
+          Add-Content -Path $env:GITHUB_ENV -Value "destwheelhouse=$destwheelhouse"
+
+          $WINPYVER = "${WINPYVER2}$($env:FLAVOR_NAME)$($env:my_release_level)"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER=$WINPYVER"
+
+          # Store WINPYVER2 in env for later steps
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER2=$WINPYVER2"
+
+      - name: Download, verify and extract python standalone
+        if: env.WINPYREQUIREMENTS != ''
+        uses: ./.github/actions/python-setup
+        with:
+          python_source: ${{ steps.python_config.outputs.src }}
+          python_sha256: ${{ steps.python_config.outputs.sha }}
+          build_location: ${{ env.build_location }}
+    
+      - name: Download, checking hash and integrating pandoc binary
+        if: env.WINPYREQUIREMENTS != '' && env.PANDOC == '1'
+        uses: ./.github/actions/pandoc-setup
+        with:
+          pandoc_source: ${{ env.pandoc_source }}
+          pandoc_sha256: ${{ env.pandoc_sha256 }}
+          build_location: ${{ env.build_location }}
+
+      - name: Upgrade pip and patch launchers
+        if: env.WINPYREQUIREMENTS != ''
+        shell: pwsh
+        run: |
+          & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip
+          & "$env:build_location\python\python.exe" -m pip install packaging
+          & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
+
+      - name: Download all requirements
+        if: ${{ env.WINPYREQUIREMENTS != '' }}
+        shell: pwsh
+        run: |
+          $py = "$env:build_location\python\python.exe"
+          & $py -m pip download --dest $env:dotwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTS
+          if ($env:WINPYREQUIREMENTSwhl -ne '') {
+              & $py -m pip download --dest $env:destwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTSwhl
+          }
+
+      - name: Install requirements
+        if: env.WINPYREQUIREMENTS != ''
+        shell: pwsh
+        run: |
+          & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS
+
+      - name: Generate Assets and Hashes
+        if: env.WINPYREQUIREMENTS != ''
+        uses: ./.github/actions/publish-winpython
+        with:
+          build_location: ${{ env.build_location }}
+          winpy_flavor: ${{ env.WINPYFLAVOR }}
+          winpy_arch: ${{ env.WINPYARCH }}
+          winpy_ver: ${{ env.WINPYVER }}
+          winpy_ver2: ${{ env.WINPYVER2 }}
+          dotwheelhouse: ${{ env.dotwheelhouse }}
+          winpy_requirements_whl: ${{ env.WINPYREQUIREMENTSwhl }}
+          format_zip: ${{ matrix.flavor.formats.zip }}
+          format_7z: ${{ matrix.flavor.formats['7z'] }}
+          format_exe: ${{ matrix.flavor.formats.exe }}
+
+      - name: Upload artifacts
+        if: env.WINPYREQUIREMENTS != ''
+        uses: actions/upload-artifact@v4
+        with:
+          name: ${{ env.ARTIFACT_NAME }}
+          path: publish_output
+          retention-days: 66  # keeps artifact for 66 days
\ No newline at end of file
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_3_0slimf.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_3_0slimf.toml
new file mode 100644
index 00000000..f351399b
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_3_0slimf.toml
@@ -0,0 +1,5139 @@
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+created-by = "pip"
+
+[[packages]]
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+
+[packages.wheels.hashes]
+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
+
+[[packages]]
+name = "adbc-driver-manager"
+version = "1.10.0"
+
+[[packages.wheels]]
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+
+[packages.wheels.hashes]
+sha256 = "c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c"
+
+[[packages]]
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+
+[[packages.wheels]]
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+
+[packages.wheels.hashes]
+sha256 = "abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"
+
+[[packages]]
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+[[packages.wheels]]
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+
+[packages.wheels.hashes]
+sha256 = "f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"
+
+[[packages]]
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+
+[packages.wheels.hashes]
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+[[packages]]
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+[packages.wheels.hashes]
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+[[packages]]
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+[packages.wheels.hashes]
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+[[packages]]
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+[[packages]]
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+[packages.wheels.hashes]
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+[[packages]]
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new file mode 100644
index 00000000..fa08c9b8
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index 00000000..c2b534dd
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+qrcode==8.2 \
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+qstylizer==0.2.4 \
+    --hash=sha256:8f384dfe86f9edb0bb596b93663a51f124f0794b94fd54057cc7cf9cea59fb6f
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+readme-renderer==44.0 \
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+reportlab==4.4.9 \
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+rfc3986==2.0.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1dotb0.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1dotb0.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1dotb0.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb0.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb0.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb0.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb0.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb0.txt
new file mode 100644
index 00000000..6bb8e30b
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb0.txt
@@ -0,0 +1,1058 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
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+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb0.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb0.txt
new file mode 100644
index 00000000..bb075c1b
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb0.txt
@@ -0,0 +1,948 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
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+anthropic==0.86.0 \
+    --hash=sha256:9d2bbd339446acce98858c5627d33056efe01f70435b22b63546fe7edae0cd57
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
+anywidget==0.9.21 \
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+appdirs==1.4.4 \
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+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
+array-api-compat==1.14.0 \
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+arrow==1.4.0 \
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+asgi-csrf==0.11 \
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+async-lru==2.3.0 \
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+attrs==26.1.0 \
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+azure-core==1.38.0 \
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+charset-normalizer==3.4.4 \
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+cryptography==46.0.3 \
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+yt-dlp==2025.12.8 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0_wheels.txt
new file mode 100644
index 00000000..8721ef12
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb0_wheels.txt
@@ -0,0 +1,1012 @@
+absl-py==2.3.1 \
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+adbc-driver-manager==1.10.0 \
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+aiofiles==25.1.0 \
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+aiohttp==3.13.3 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
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+alembic==1.17.2 \
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+altair==6.0.0 \
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+python-lsp-black==2.0.0 \
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+    --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
+skrub==0.7.2 \
+    --hash=sha256:0f6772a917267026b9be7c67b4f13891d9bdba8a566a1fa431a0b944b05d7481
+smmap==5.0.2 \
+    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.0.1 \
+    --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.3 \
+    --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
+soundfile==0.13.1 \
+    --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
+sphinxcontrib-applehelp==2.0.0 \
+    --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
+sphinxcontrib-devhelp==2.0.0 \
+    --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+sphinxcontrib-htmlhelp==2.1.0 \
+    --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+sphinxcontrib-jquery==4.1 \
+    --hash=sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae
+sphinxcontrib-jsmath==1.0.1 \
+    --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178
+sphinxcontrib-qthelp==2.0.0 \
+    --hash=sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb
+sphinxcontrib-serializinghtml==2.0.0 \
+    --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+spyder==6.1.3 \
+    --hash=sha256:b4a855ac0a7e63cc8b66d9571b818f453a7c16f2e75343bee2a7dc3ee6cd7b16
+spyder-kernels==3.1.3 \
+    --hash=sha256:5d433544428afb9c2aef2055b813f3d08393ad0548a88704de8d7ba1ee59770d
+sqlalchemy==2.0.46 \
+    --hash=sha256:3c32e993bc57be6d177f7d5d31edb93f30726d798ad86ff9066d75d9bf2e0b6b
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.39 \
+    --hash=sha256:349c099c0cd60d4ee9139a24d5c9cb64af3906c3e90832fcbbd74da49333374d
+sqlparse==0.5.5 \
+    --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.2.0 \
+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==0.52.1 \
+    --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+statsmodels==0.14.6 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
+streamlit==1.55.0 \
+    --hash=sha256:1e4a16449c6131696180f4ddb40ea8c51834e89c2a43e1b0362bc9b1cfd9b415
+superqt==0.7.6 \
+    --hash=sha256:6961833acd67df62b12918ded9945c5e7b17d75452c0159a121d799d65e2f0c2
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.5 \
+    --hash=sha256:6443a794ba961a9f619b1ae926a2e900ac20c34483eea67be4ed8f1e58d3ef7b
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+types-requests==2.32.4.20260324 \
+    --hash=sha256:f83ef2deb284fe99a249b8b0b0a3e4b9809e01ff456063c4df0aac7670c07ab9
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb0.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb0.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb0.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb0.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb0.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb0.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From 5e1c4a7464e51cbb1fdbb983185eb76dbcf55eee Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 28 Mar 2026 18:44:21 +0100
Subject: [PATCH 051/157] typo

---
 .github/workflows/github_workflows_build-2026_02.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 247218c9..4446f3cf 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -1,4 +1,4 @@
-name: Build WinPython for 2026-01 Cycle
+name: Build WinPython for 2026-02 Cycle
 
 on:
   workflow_dispatch:

From df994d842fa3ab4c2b1ac6c60d97aa5a1fd1b456 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 28 Mar 2026 18:56:22 +0100
Subject: [PATCH 052/157] update github workflow runners

---
 .github/workflows/build_wppm_prod_publish.yml        | 8 ++++----
 .github/workflows/build_wppm_test_publish.yml        | 8 ++++----
 .github/workflows/github_workflows_build-2026_02.yml | 4 ++--
 3 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/build_wppm_prod_publish.yml b/.github/workflows/build_wppm_prod_publish.yml
index e8b2995a..edc798a8 100644
--- a/.github/workflows/build_wppm_prod_publish.yml
+++ b/.github/workflows/build_wppm_prod_publish.yml
@@ -29,11 +29,11 @@ jobs:
         os: [windows-latest]
   
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           persist-credentials: false
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         name: Install Python
         with:
           python-version: ${{ env.python-version }}
@@ -66,7 +66,7 @@ jobs:
         run: |
           ls -1 wheelhouse
           
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v5
         with:
           name: artifacts-${{ matrix.os }}
           path: ./dist/wppm*.whl
@@ -80,7 +80,7 @@ jobs:
       # This permission is required for pypi's "trusted publisher" feature
       id-token: write
     steps:
-      - uses: actions/download-artifact@v4
+      - uses: actions/download-artifact@v6
         with:
           pattern: artifacts-*
           path: dist
diff --git a/.github/workflows/build_wppm_test_publish.yml b/.github/workflows/build_wppm_test_publish.yml
index 547c228e..026fe195 100644
--- a/.github/workflows/build_wppm_test_publish.yml
+++ b/.github/workflows/build_wppm_test_publish.yml
@@ -29,11 +29,11 @@ jobs:
         os: [windows-latest]
   
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           persist-credentials: false
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         name: Install Python
         with:
           python-version: ${{ env.python-version }}
@@ -66,7 +66,7 @@ jobs:
         run: |
           ls -1 wheelhouse
           
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v5
         with:
           name: artifacts-${{ matrix.os }}
           path: ./dist/wppm*.whl
@@ -80,7 +80,7 @@ jobs:
       # This permission is required for pypi's "trusted publisher" feature
       id-token: write
     steps:
-      - uses: actions/download-artifact@v4
+      - uses: actions/download-artifact@v6
         with:
           pattern: artifacts-*
           path: dist
diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 4446f3cf..9789f76c 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -60,7 +60,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Set Python version configuration
         id: python_config
@@ -216,7 +216,7 @@ jobs:
 
       - name: Upload artifacts
         if: env.WINPYREQUIREMENTS != ''
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         with:
           name: ${{ env.ARTIFACT_NAME }}
           path: publish_output

From 96264a0f13cf8f5ba1bf869214714559b10ad3c6 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 28 Mar 2026 19:09:04 +0100
Subject: [PATCH 053/157] try fix bug

---
 .github/workflows/github_workflows_build-2026_02.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 9789f76c..41f05328 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -113,7 +113,7 @@ jobs:
           $detected_arch = if ($env:PYTHON_VERSIONF -like '*F') { '64F' } else { '64' }
 
           $WINPYVER2 = $env:WINPYVER2
-          $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '\\.', '')
+          $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '[.]', "")
           Add-Content -Path $env:GITHUB_ENV -Value "build_location=$BUILD_LOCATION"
 
           # check consistency of parametrizing:

From ede554739de16838d5e8b2a41eaf385865fd00bc Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 28 Mar 2026 19:18:04 +0100
Subject: [PATCH 054/157] another tweak to make github actions happy

---
 .github/workflows/build_wppm_prod_publish.yml        | 2 +-
 .github/workflows/build_wppm_test_publish.yml        | 2 +-
 .github/workflows/github_workflows_build-2026_02.yml | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/build_wppm_prod_publish.yml b/.github/workflows/build_wppm_prod_publish.yml
index edc798a8..2417a68b 100644
--- a/.github/workflows/build_wppm_prod_publish.yml
+++ b/.github/workflows/build_wppm_prod_publish.yml
@@ -66,7 +66,7 @@ jobs:
         run: |
           ls -1 wheelhouse
           
-      - uses: actions/upload-artifact@v5
+      - uses: actions/upload-artifact@v6
         with:
           name: artifacts-${{ matrix.os }}
           path: ./dist/wppm*.whl
diff --git a/.github/workflows/build_wppm_test_publish.yml b/.github/workflows/build_wppm_test_publish.yml
index 026fe195..c16958c6 100644
--- a/.github/workflows/build_wppm_test_publish.yml
+++ b/.github/workflows/build_wppm_test_publish.yml
@@ -66,7 +66,7 @@ jobs:
         run: |
           ls -1 wheelhouse
           
-      - uses: actions/upload-artifact@v5
+      - uses: actions/upload-artifact@v6
         with:
           name: artifacts-${{ matrix.os }}
           path: ./dist/wppm*.whl
diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 41f05328..1e09f3a9 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -216,7 +216,7 @@ jobs:
 
       - name: Upload artifacts
         if: env.WINPYREQUIREMENTS != ''
-        uses: actions/upload-artifact@v5
+        uses: actions/upload-artifact@v6
         with:
           name: ${{ env.ARTIFACT_NAME }}
           path: publish_output

From f3554c44a18c4b4b20ded9d006f4343ca566734b Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 5 Apr 2026 12:18:11 +0200
Subject: [PATCH 055/157] papercut... literaly

---
 .github/workflows/github_workflows_build-2026_02.yml | 12 ++++++------
 winpython/build_winpython.py                         |  2 +-
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 1e09f3a9..cb851121 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -69,18 +69,18 @@ jobs:
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.12.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.13.12+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=b73415a86dcf298a2f4a585c5371fb1cf003576d2bdc2b80a34d5321284b2ed4'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.13.12+20260325-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=34bb9427d022c2810387e1376c6e184d3f3fdd0984b28519ac58295b0ba1adde'
             }
             '3.14' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.14.3+20260211-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dc5feea0e16807e7c7b2d20af3f2c18c7153f9cbd4b54063172553fda60c5a1f'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.14.3+20260325-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=0cecd031831c1a9607bab3646b241c17ac627ff48a01ddf388dded692a44a9e5'
             }
             '3.14F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260211/cpython-3.14.3+20260211-x86_64-pc-windows-msvc-freethreaded+pgo-full.tar.zst'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=dac2dc871cc9d170a9930985269b6f3e9e2fc364a6c8eb3c2e8b61f204a67f2c'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.14.3+20260325-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=34c808480ca7e6f508f2ebcb10cf71f804e866c61d2e09660e9f08332645e89a'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 7fea0acd..8254d5d6 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -49,7 +49,7 @@ def pip_install(python_exe: Path, req_file: str, constraints: str, find_links: s
             str(python_exe), "-m", "pip", "install",
             "-r", req_file, "-c", constraints,
             "--pre", "--no-index", f"--find-links={find_links}",
-            "--upgrade"
+            "--upgrade", "--no-warn-script-location"
         ]
         log_section(f"Pip-install {label}")
         run_command(cmd)

From 3084038a9be9746706a55107b5ceee64b53c2e59 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 5 Apr 2026 12:26:04 +0200
Subject: [PATCH 056/157] soap bubble cutting ?

---
 .github/workflows/github_workflows_build-2026_02.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index cb851121..79ca647b 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -179,7 +179,7 @@ jobs:
         if: env.WINPYREQUIREMENTS != ''
         shell: pwsh
         run: |
-          & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip
+          & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip --no-warn-script-location 
           & "$env:build_location\python\python.exe" -m pip install packaging
           & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
 
@@ -197,7 +197,7 @@ jobs:
         if: env.WINPYREQUIREMENTS != ''
         shell: pwsh
         run: |
-          & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS
+          & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS --no-warn-script-location
 
       - name: Generate Assets and Hashes
         if: env.WINPYREQUIREMENTS != ''

From 2a13d4e5fed159c017ae2a1b7a9758a9e5327f24 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 5 Apr 2026 15:29:45 +0200
Subject: [PATCH 057/157] intermediate push towards b1

---
 .../github_workflows_build-2026_02.yml        |    2 +-
 .../pylock.64-3_14_3_1dotb1.toml              |  101 +
 .../pylock.64-3_14_3_1freeb1.toml             |  101 +
 .../pylock.64-3_14_3_1slimb1.toml             | 5810 +++++++++++++++++
 .../pylock.64-3_14_3_1slimfb1.toml            | 5216 +++++++++++++++
 .../pylock.64-3_15_0_2dotb1.toml              |  101 +
 .../pylock.64-3_15_0_2freeb1.toml             |  101 +
 .../cycle_2026_02/requir.64-3_14_3_1dotb1.txt |   18 +
 .../requir.64-3_14_3_1freeb1.txt              |   18 +
 .../requir.64-3_14_3_1slimb1.txt              | 1056 +++
 .../requir.64-3_14_3_1slimfb1.txt             |  948 +++
 .../cycle_2026_02/requir.64-3_15_0_2dotb1.txt |   18 +
 .../requir.64-3_15_0_2freeb1.txt              |   18 +
 13 files changed, 13507 insertions(+), 1 deletion(-)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1freeb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1slimb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1slimfb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb1.txt

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 79ca647b..cdcca230 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_02"
-  my_release_level: "b0"
+  my_release_level: "b1"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_3_1dotb1.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_3_1dotb1.toml
new file mode 100644
index 00000000..c2b534dd
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_3_1dotb1.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "build-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.0"
+
+[[packages.wheels]]
+name = "packaging-26.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "82.0.1"
+
+[[packages.wheels]]
+name = "setuptools-82.0.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/9d/76/f789f7a86709c6b087c5a2f52f911838cad707cc613162401badc665acfe/setuptools-82.0.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb"
+
+[[packages]]
+name = "sqlite-bro"
+version = "0.13.1"
+
+[[packages.wheels]]
+name = "sqlite_bro-0.13.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2a/b3/81b91f5b26fff329c59dbf826a87637bd51d1903120427912322f86e7d33/sqlite_bro-0.13.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d"
+
+[[packages]]
+name = "sv-ttk"
+version = "2.6.0"
+
+[[packages.wheels]]
+name = "sv_ttk-2.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0f/3d/be0abc3202e90f282ad465f4e7c6e41bc8dce810ce5d1611566a1e7dfba8/sv_ttk-2.6.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
+
+[[packages]]
+name = "wheel"
+version = "0.46.3"
+
+[[packages.wheels]]
+name = "wheel-0.46.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/22/b76d483683216dde3d67cba61fb2444be8d5be289bf628c13fc0fd90e5f9/wheel-0.46.3-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
+
+[[packages]]
+name = "wppm"
+version = "17.2.20250823"
+
+[[packages.wheels]]
+name = "wppm-17.2.20250823-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ae/a9/2581cc7f91354eada41367bf68b91b1b7fba6cb6fb469f500dbaf6191539/wppm-17.2.20250823-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3"
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_3_1freeb1.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_3_1freeb1.toml
new file mode 100644
index 00000000..c2b534dd
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_3_1freeb1.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "build-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
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+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1freeb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb1.txt
new file mode 100644
index 00000000..7663e974
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimb1.txt
@@ -0,0 +1,1056 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.13.3 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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+anthropic==0.86.0 \
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+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
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+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
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+wppm==17.2.20250823 \
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+wsproto==1.3.2 \
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+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb1.txt
new file mode 100644
index 00000000..165087d2
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_3_1slimfb1.txt
@@ -0,0 +1,948 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+altair==6.0.0 \
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+annotated-doc==0.0.4 \
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+annotated-types==0.7.0 \
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+anthropic==0.86.0 \
+    --hash=sha256:9d2bbd339446acce98858c5627d33056efe01f70435b22b63546fe7edae0cd57
+anyio==4.13.0 \
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+anywidget==0.9.21 \
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+appdirs==1.4.4 \
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+argcomplete==3.6.3 \
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+asgi-csrf==0.11 \
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+async-lru==2.3.0 \
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+scipy==1.17.1 \
+    --hash=sha256:eb092099205ef62cd1782b006658db09e2fed75bffcae7cc0d44052d8aa0f484
+scramp==1.4.6 \
+    --hash=sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1
+scs==3.2.11 \
+    --hash=sha256:7fe26e8a0efc96232f4c5b7649817e48dae04a61be911417e925071091b8cbf6
+seaborn==0.13.2 \
+    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+shapely==2.1.2 \
+    --hash=sha256:0036ac886e0923417932c2e6369b6c52e38e0ff5d9120b90eef5cd9a5fc5cae9
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==3.20.2 \
+    --hash=sha256:3b6bb7fb96efd673eac2e4235200bfffdc2353ad12c54117e1e4e2fc485ac017
+simpy==4.1.1 \
+    --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+sklearn-compat==0.1.5 \
+    --hash=sha256:dddd00c442027b6a2c2fd4a86667b804a7353cdb5093bfd0d5431f5e3c135fce
+skrub==0.7.2 \
+    --hash=sha256:0f6772a917267026b9be7c67b4f13891d9bdba8a566a1fa431a0b944b05d7481
+smmap==5.0.2 \
+    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.0.1 \
+    --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.3 \
+    --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
+soundfile==0.13.1 \
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+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
+sphinxcontrib-applehelp==2.0.0 \
+    --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
+sphinxcontrib-devhelp==2.0.0 \
+    --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+sphinxcontrib-htmlhelp==2.1.0 \
+    --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+sphinxcontrib-jquery==4.1 \
+    --hash=sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae
+sphinxcontrib-jsmath==1.0.1 \
+    --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178
+sphinxcontrib-qthelp==2.0.0 \
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+sphinxcontrib-serializinghtml==2.0.0 \
+    --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+spyder-kernels==3.1.3 \
+    --hash=sha256:5d433544428afb9c2aef2055b813f3d08393ad0548a88704de8d7ba1ee59770d
+sqlalchemy==2.0.46 \
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+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.39 \
+    --hash=sha256:349c099c0cd60d4ee9139a24d5c9cb64af3906c3e90832fcbbd74da49333374d
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+sspilib==0.5.0 \
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+tabulate==0.9.0 \
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+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
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+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:f61c0aea5565ac82e2ec50a05e02a6c44734e91b51c10510b084ea1b8e633a71
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+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+toml==0.10.2 \
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+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
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+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.4 \
+    --hash=sha256:a22fa9047405d03260b483980635f0b041989d8bcc9a313f8fe18b411d84b1d7
+tqdm==4.67.1 \
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+traitlets==5.14.3 \
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+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
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+types-requests==2.32.4.20260324 \
+    --hash=sha256:f83ef2deb284fe99a249b8b0b0a3e4b9809e01ff456063c4df0aac7670c07ab9
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+uc-micro-py==1.0.3 \
+    --hash=sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5
+ujson==5.11.0 \
+    --hash=sha256:48055e1061c1bb1f79e75b4ac39e821f3f35a9b82de17fce92c3140149009bec
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:22cf91490bcc0fa23585acbab1906a44a438fa7dd4d9a2b2663f39c8650634a6
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3

From 3a96d9f770fb93af3256bb95803eb23cbc62753f Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 5 Apr 2026 15:57:55 +0200
Subject: [PATCH 058/157] missing whl for b1

---
 .../pylock.64-3_14_3_1whlb1.toml              |  101 +
 .../pylock.64-3_14_3_1whlb1_wheels.toml       | 5557 +++++++++++++++++
 .../cycle_2026_02/requir.64-3_14_3_1whlb1.txt |   18 +
 .../requir.64-3_14_3_1whlb1_wheels.txt        | 1010 +++
 4 files changed, 6686 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1whlb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_3_1whlb1_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_3_1whlb1.txt
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+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.5 \
+    --hash=sha256:6443a794ba961a9f619b1ae926a2e900ac20c34483eea67be4ed8f1e58d3ef7b
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+types-requests==2.32.4.20260324 \
+    --hash=sha256:f83ef2deb284fe99a249b8b0b0a3e4b9809e01ff456063c4df0aac7670c07ab9
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2

From 1099610a47ed7fc0d0742ef89ca3d6d653067dc3 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 9 Apr 2026 22:33:09 +0200
Subject: [PATCH 059/157] 2026-01b1 preparation

---
 .../github_workflows_build-2026_02.yml        |   26 +-
 .../pylock.64-3_13_13_0dotb1.toml             |  101 +
 .../pylock.64-3_13_13_0slimb1.toml            | 5810 +++++++++++++++++
 .../pylock.64-3_13_13_0whlb1.toml             |  101 +
 .../pylock.64-3_13_13_0whlb1_wheels.toml      | 5557 ++++++++++++++++
 .../pylock.64-3_14_4_0dotb1.toml              |  101 +
 .../pylock.64-3_14_4_0freeb1.toml             |  101 +
 .../pylock.64-3_14_4_0slimfb1.toml            | 5216 +++++++++++++++
 .../pylock.64-3_14_4_0whlb1.toml              |  101 +
 .../pylock.64-3_14_4_0whlb1_wheels.toml       | 5546 ++++++++++++++++
 .../requir.64-3_13_13_0dotb1.txt              |   18 +
 .../requir.64-3_13_13_0slimb1.txt             | 1056 +++
 .../requir.64-3_13_13_0whlb1.txt              |   18 +
 .../requir.64-3_13_13_0whlb1_wheels.txt       | 1010 +++
 .../cycle_2026_02/requir.64-3_14_4_0dotb1.txt |   18 +
 .../requir.64-3_14_4_0freeb1.txt              |   18 +
 .../requir.64-3_14_4_0slimb1.txt              | 1054 +++
 .../requir.64-3_14_4_0slimb1local.txt         | 1054 +++
 .../requir.64-3_14_4_0slimfb1.txt             |  948 +++
 .../cycle_2026_02/requir.64-3_14_4_0whlb1.txt |   18 +
 .../requir.64-3_14_4_0whlb1_wheels.txt        | 1008 +++
 21 files changed, 28867 insertions(+), 13 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb1_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0freeb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb1.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb1_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1local.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1_wheels.txt

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index cdcca230..1acc9ad4 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -68,29 +68,29 @@ jobs:
         run: |
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.12.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.13.12+20260325-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=34bb9427d022c2810387e1376c6e184d3f3fdd0984b28519ac58295b0ba1adde'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.13.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.13.13+20260408-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=d8dad87f274a6e50423ad7d5d01807c87ac6fec6eaff133eff76dabf135eb101'
             }
             '3.14' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.14.3+20260325-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=0cecd031831c1a9607bab3646b241c17ac627ff48a01ddf388dded692a44a9e5'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.4.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.14.4+20260408-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=472f4f0d91429661db1b28a72e36adc593b6bd5d19db222d7faca635b3005313'
             }
             '3.14F' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.3.1'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.14.3+20260325-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=34c808480ca7e6f508f2ebcb10cf71f804e866c61d2e09660e9f08332645e89a'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.4.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.14.4+20260408-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=1aa9e069ce50b2999e605a544f5e0f39c74f16dce565b3bf422ba44a1075e44b'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.15.0a7+20260325-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=821afdd65034ddd053bf0dacd4b26a098d2907da013dd0adeb42570585fb427d'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.15.0a8+20260408-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=5400ee37a6aa972945cdb4319df20555998776af2797ada8a9bb7543bafd7850'
             }
             '3.15F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260325/cpython-3.15.0a7+20260325-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=fe650dd998ee9c1a23624fc1607032b8b46efc68c8d6e8d5ba50509f349fdcad'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.15.0a8+20260408-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=4f9cbc609659a40b258f721131d057e98c482af88149cd0f2edbc47178e63ca4'
             }
           }
 
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb1.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb1.toml
new file mode 100644
index 00000000..c2b534dd
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb1.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "build-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.0"
+
+[[packages.wheels]]
+name = "packaging-26.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "82.0.1"
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb1.txt
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+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb1.txt
new file mode 100644
index 00000000..e54f5b8c
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb1.txt
@@ -0,0 +1,1056 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+anthropic==0.91.0 \
+    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.14.0 \
+    --hash=sha256:ed5af1f9b6595a199c942505f281ec994892556b6efc24679a0501e87a7d6279
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
+astroid==4.0.2 \
+    --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
+astropy==7.2.0 \
+    --hash=sha256:dc7c340ba1713e55c93071b32033f3153470a0f663a4d539c03a7c9b44020790
+astropy-iers-data==0.2026.2.2.0.48.1 \
+    --hash=sha256:62aecb2faea740e0d714808b85512ebe4f29adbfe1e8d5e5481cfd66494d164f
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.38.0 \
+    --hash=sha256:ab0c9b2cd71fecb1842d52c965c95285d3cfb38902f6766e4a471f1cd8905335
+azure-cosmos==4.14.4 \
+    --hash=sha256:7e386ef9723e4ddea892dcb315ebe9f41c83f8ab83eed4ebe4d2d908c5ff595c
+azure-identity==1.25.1 \
+    --hash=sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
+binaryornot==0.4.4 \
+    --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
+black==26.3.1 \
+    --hash=sha256:c7e72339f841b5a237ff14f7d3880ddd0fc7f98a1199e8c4327f9a4f478c1839
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.0 \
+    --hash=sha256:b252bfb16a505f0e0c57d532d0df308ae1667235bafc622aa9441fe9e7c5ce4a
+branca==0.8.1 \
+    --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
+brotli==1.2.0 \
+    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+cachetools==6.2.2 \
+    --hash=sha256:6c09c98183bf58560c97b2abfcedcbaf6a896a490f534b031b661d3723b45ace
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.0.0 \
+    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75
+chardet==5.2.0 \
+    --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
+charset-normalizer==3.4.6 \
+    --hash=sha256:572d7c822caf521f0525ba1bce1a622a0b85cf47ffbdae6c9c19e3b5ac3c4389
+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
+click==8.3.1 \
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+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+cohere==5.21.1 \
+    --hash=sha256:f15592ec60d8cf12f01563db94ec28c388c61269d9617f23c2d6d910e505344e
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+colorcet==3.1.0 \
+    --hash=sha256:2a7d59cc8d0f7938eeedd08aad3152b5319b4ba3bcb7a612398cc17a384cb296
+colorlog==6.10.1 \
+    --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
+comm==0.2.3 \
+    --hash=sha256:c615d91d75f7f04f095b30d1c1711babd43bdc6419c1be9886a85f2f4e489417
+contourpy==1.3.3 \
+    --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263
+cookiecutter==2.6.0 \
+    --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
+cryptography==46.0.3 \
+    --hash=sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb
+cvxopt==1.3.3 \
+    --hash=sha256:2f7ab5f27caa8c158b6dd8724a75f4a4b1666e1eac7394b4115d920c093e542e
+cvxpy==1.8.2 \
+    --hash=sha256:da3b4e987a14272d8b5890c6d440cad9deef074de5afce64e6e8ec6f0f1ff0af
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.2.4 \
+    --hash=sha256:83266c356c13c68ffe658b4905279c993d8a5337bb0160fa90c8a3e297ea9a2e
+cytoolz==1.1.0 \
+    --hash=sha256:9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc
+dask==2026.3.0 \
+    --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d
+datasette==0.65.2 \
+    --hash=sha256:d4f342a5c86d073bbb1880a9df792354cae4f951e427b57586713eff1896507f
+datasette-graphql==2.2 \
+    --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
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+    --hash=sha256:4f64efaad93785ea58d2310a9944cc0cdfff5339fb8ac1bb4cc1cb767c98b076
+deap==1.4.3 \
+    --hash=sha256:265fea2c4bc8b93871444721e4a4d96476ac2f5ff7a704140fa9be8112240d8d
+debugpy==1.8.19 \
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+decorator==5.2.1 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+defusedxml==0.7.1 \
+    --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
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+    --hash=sha256:610dd3b13d15ec3f1e1d257caedd751db8033c5ad8ea0e2d1219a8acf446ecc6
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
+docstring-parser==0.17.0 \
+    --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
+docstring-to-markdown==0.17 \
+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
+docutils==0.22.4 \
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+    --hash=sha256:7f127a39cf695277104ce4091bb26e417c59bb46e952ff3699c3a982d9c474ee
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+xyzservices==2025.11.0 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
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+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
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+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:1f830a0dac88719af0ae43b8b2d6aef487d437036468ef3c2ea59c51f9d55fd5
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1_wheels.txt
new file mode 100644
index 00000000..825c35f2
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb1_wheels.txt
@@ -0,0 +1,1010 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
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+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1.txt
new file mode 100644
index 00000000..07810175
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1.txt
@@ -0,0 +1,1054 @@
+absl-py==2.3.1 \
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+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1local.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1local.txt
new file mode 100644
index 00000000..07810175
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb1local.txt
@@ -0,0 +1,1054 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:9bf9f7a65e7aa20dd764151fb3d616c81088f91f8df39c3893a536e279b4b984
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+anthropic==0.91.0 \
+    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.14.0 \
+    --hash=sha256:ed5af1f9b6595a199c942505f281ec994892556b6efc24679a0501e87a7d6279
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
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+asn1crypto==1.5.1 \
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+astroid==4.0.2 \
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+astropy==7.2.0 \
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+astropy-iers-data==0.2026.2.2.0.48.1 \
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+async-lru==2.3.0 \
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+asyncssh==2.22.0 \
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+attrs==26.1.0 \
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+autopep8==2.0.4 \
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+azure-core==1.38.0 \
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+azure-cosmos==4.14.4 \
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+azure-identity==1.25.1 \
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+babel==2.18.0 \
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+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
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+beautifulsoup4==4.14.3 \
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+binaryornot==0.4.4 \
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+bleach==6.3.0 \
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+branca==0.8.1 \
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+brotli==1.2.0 \
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+build==1.4.0 \
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+cachetools==6.2.2 \
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+cattrs==25.3.0 \
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+charset-normalizer==3.4.6 \
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+cloudpickle==3.1.2 \
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+cryptography==46.0.3 \
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+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
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+    --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
+python-lsp-jsonrpc==1.1.2 \
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+python-lsp-ruff==2.3.0 \
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+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
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+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
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+webencodings==0.5.1 \
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+websockets==16.0 \
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+werkzeug==3.1.5 \
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+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
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+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
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+xarray==2026.2.0 \
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+xlsxwriter==3.2.9 \
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+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
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+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
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+zipp==3.23.0 \
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+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb1.txt
new file mode 100644
index 00000000..97dc1a79
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb1.txt
@@ -0,0 +1,948 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344
+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+altair==6.0.0 \
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+anthropic==0.91.0 \
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+anyio==4.13.0 \
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+argcomplete==3.6.3 \
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+rpds-py==0.30.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1.txt
new file mode 100644
index 00000000..ab556b31
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.2.20250823 \
+    --hash=sha256:0945411b12eaf6da134a9d8662a4afb2b25e129dd34fc2f6ef76ee62d61411c3
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1_wheels.txt
new file mode 100644
index 00000000..b967f2ad
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb1_wheels.txt
@@ -0,0 +1,1008 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
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+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.13.3 \
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+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
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+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==3.20.2 \
+    --hash=sha256:3b6bb7fb96efd673eac2e4235200bfffdc2353ad12c54117e1e4e2fc485ac017
+simpy==4.1.1 \
+    --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
+six==1.17.0 \
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+sklearn-compat==0.1.5 \
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+skrub==0.7.2 \
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+smmap==5.0.2 \
+    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
+sniffio==1.3.1 \
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+sortedcontainers==2.4.0 \
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+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
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+sphinxcontrib-jquery==4.1 \
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+sqlite-bro==0.13.1 \
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+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
+sspilib==0.5.0 \
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+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
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+thefuzz==0.22.1 \
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+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.5 \
+    --hash=sha256:6443a794ba961a9f619b1ae926a2e900ac20c34483eea67be4ed8f1e58d3ef7b
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
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+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
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+types-requests==2.32.4.20260324 \
+    --hash=sha256:f83ef2deb284fe99a249b8b0b0a3e4b9809e01ff456063c4df0aac7670c07ab9
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.5 \
+    --hash=sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2

From bc7ce670f1e180567999df9f48c86a86dadce666 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Fri, 10 Apr 2026 18:08:13 +0200
Subject: [PATCH 060/157] WinPython 2026-02 build 1

---
 changelogs/md5_sha1.txt | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index a491aec4..ef67bd6b 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,3 +1,27 @@
+### WinPython 2026-02 beta1 (April 10th, 2026)
+
+MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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+c90423e777f8ec5c260612005c75b358 | 538dfaf09529822c2734aa75e7d54c09af6d9d2f | 75a79479902ec4cea2f49c4749478b39a9c748e99fda624652c6ebbae90899af | WinPython64-3.14.4.0dotb1.exe     |     17 368 254 Bytes | 7b1960713b02477b948116029023e5b95bc3c2527f5d6d0a1cae79a0c8108a58
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+
+
 ### WinPython 2026-01 (March 10th, 2026)
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     

From ee32a5c87642077e9787aaa887bed387956a627c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 11 Apr 2026 19:04:15 +0200
Subject: [PATCH 061/157] remove packaging strong dependancy

---
 wppm/__init__.py | 2 +-
 wppm/diff.py     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index 26591e03..da4c9574 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.2.20250823'
+__version__ = '17.3.20260411'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/diff.py b/wppm/diff.py
index 5e1de9b2..49865b91 100644
--- a/wppm/diff.py
+++ b/wppm/diff.py
@@ -10,7 +10,7 @@
 import sys
 import shutil
 from pathlib import Path
-from packaging import version
+from importlib.metadata import version
 from . import utils
 
 CHANGELOGS_DIR = Path(__file__).parent.parent / "changelogs"

From cdb980cf46032fcd841d7107f3609d09331dd8fd Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 11 Apr 2026 19:44:31 +0200
Subject: [PATCH 062/157] tweak fix

---
 .github/workflows/github_workflows_build-2026_02.yml | 1 -
 wppm/__init__.py                                     | 2 +-
 wppm/diff.py                                         | 2 +-
 3 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 1acc9ad4..0585495e 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -180,7 +180,6 @@ jobs:
         shell: pwsh
         run: |
           & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip --no-warn-script-location 
-          & "$env:build_location\python\python.exe" -m pip install packaging
           & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
 
       - name: Download all requirements
diff --git a/wppm/__init__.py b/wppm/__init__.py
index da4c9574..6c5893f6 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.3.20260411'
+__version__ = '17.3.20260412'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/diff.py b/wppm/diff.py
index 49865b91..227c2911 100644
--- a/wppm/diff.py
+++ b/wppm/diff.py
@@ -10,7 +10,7 @@
 import sys
 import shutil
 from pathlib import Path
-from importlib.metadata import version
+from pip._vendor.packaging import version
 from . import utils
 
 CHANGELOGS_DIR = Path(__file__).parent.parent / "changelogs"

From 1193f34f12b256b5378fd7323305c173b675a93d Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 11 Apr 2026 19:51:04 +0200
Subject: [PATCH 063/157] checking tweaked worflow for 3.15

---
 .../pylock.64-3_15_0_2dotb2.toml              | 101 ++++++++++++++++++
 .../pylock.64-3_15_0_2freeb2.toml             | 101 ++++++++++++++++++
 .../cycle_2026_02/requir.64-3_15_0_2dotb2.txt |  18 ++++
 .../requir.64-3_15_0_2freeb2.txt              |  18 ++++
 4 files changed, 238 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb2.txt

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new file mode 100644
index 00000000..1db355bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb2.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
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+
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new file mode 100644
index 00000000..1db355bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb2.toml
@@ -0,0 +1,101 @@
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new file mode 100644
index 00000000..38727341
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb2.txt
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--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
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+wheel==0.46.3 \
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+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995

From 18954a628dba84ca0f491a36ced3c9a7753a638f Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 19 Apr 2026 15:42:27 +0200
Subject: [PATCH 064/157] upgrade packages

---
 .../pylock.64-3_13_13_0dotb2.toml             |  101 +
 .../pylock.64-3_13_13_0slimb2.toml            | 5832 +++++++++++++++++
 .../pylock.64-3_13_13_0whlb2.toml             |  101 +
 .../pylock.64-3_13_13_0whlb2_wheels.toml      | 5568 ++++++++++++++++
 .../pylock.64-3_14_4_0dotb2.toml              |  101 +
 .../pylock.64-3_14_4_0slimb2.toml             | 5832 +++++++++++++++++
 .../pylock.64-3_14_4_0slimfb2.toml            | 5216 +++++++++++++++
 .../pylock.64-3_14_4_0whlb2.toml              |  101 +
 .../pylock.64-3_14_4_0whlb2_wheels.toml       | 5568 ++++++++++++++++
 .../requir.64-3_13_13_0slimb2.txt             | 1060 +++
 .../requir.64-3_13_13_0whlb2.txt              |   18 +
 .../requir.64-3_13_13_0whlb2_wheels.txt       | 1012 +++
 .../cycle_2026_02/requir.64-3_14_4_0dotb2.txt |   18 +
 .../requir.64-3_14_4_0freeb2.txt              |   18 +
 .../requir.64-3_14_4_0slimb2.txt              | 1060 +++
 .../requir.64-3_14_4_0slimfb2.txt             |  948 +++
 .../cycle_2026_02/requir.64-3_14_4_0whlb2.txt |   18 +
 .../requir.64-3_14_4_0whlb2_wheels.txt        | 1012 +++
 18 files changed, 33584 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt

diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml
new file mode 100644
index 00000000..1db355bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml
@@ -0,0 +1,101 @@
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
new file mode 100644
index 00000000..084104dd
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
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index 00000000..1db355bb
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
new file mode 100644
index 00000000..24f7a26d
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
@@ -0,0 +1,1060 @@
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+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
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+websockets==16.0 \
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+wheel==0.46.3 \
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+widgetsnbextension==4.0.15 \
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+wordcloud==1.9.6 \
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+wppm==17.3.20260412 \
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+yapf==0.43.0 \
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+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
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+zipp==3.23.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt
new file mode 100644
index 00000000..38727341
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt
new file mode 100644
index 00000000..684e0047
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt
@@ -0,0 +1,1012 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
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+aiofiles==25.1.0 \
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+    --hash=sha256:7ddf3357bb9564e407607f988f683d72038551200c704012bb9a4c523d42f131
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
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+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
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+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
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+xlsxwriter==3.2.9 \
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+xxhash==3.6.0 \
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+xyzservices==2025.11.0 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt
new file mode 100644
index 00000000..38727341
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt
new file mode 100644
index 00000000..38727341
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
new file mode 100644
index 00000000..de10ab07
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
@@ -0,0 +1,1060 @@
+absl-py==2.3.1 \
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+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
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+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
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+types-requests==2.32.4.20260324 \
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+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
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+tzdata==2025.3 \
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+uc-micro-py==1.0.3 \
+    --hash=sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5
+ujson==5.11.0 \
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+urllib3==2.6.3 \
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+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
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+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
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+wheel==0.46.3 \
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+widgetsnbextension==4.0.15 \
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+xarray==2026.2.0 \
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+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
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+yarl==1.22.0 \
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+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
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+zipp==3.23.0 \
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+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
new file mode 100644
index 00000000..8d9e8803
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
@@ -0,0 +1,948 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
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+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+altair==6.0.0 \
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+annotated-types==0.7.0 \
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+anthropic==0.91.0 \
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+readme-renderer==44.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt
new file mode 100644
index 00000000..38727341
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.0 \
+    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
new file mode 100644
index 00000000..343b756b
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
@@ -0,0 +1,1012 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:9bf9f7a65e7aa20dd764151fb3d616c81088f91f8df39c3893a536e279b4b984
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.0.0 \
+    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
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+anthropic==0.91.0 \
+    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
+anywidget==0.9.21 \
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+appdirs==1.4.4 \
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+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.14.0 \
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+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
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+async-lru==2.3.0 \
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+attrs==26.1.0 \
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+azure-core==1.39.0 \
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+    --hash=sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a
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+opentelemetry-sdk==1.38.0 \
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+    --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
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+    --hash=sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa
+rfc3986==2.0.0 \
+    --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
+rfc3986-validator==0.1.1 \
+    --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
+rich==14.3.3 \
+    --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
+rope==1.14.0 \
+    --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
+rpds-py==0.30.0 \
+    --hash=sha256:95f0802447ac2d10bcc69f6dc28fe95fdf17940367b21d34e34c737870758950
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
+ruff==0.15.1 \
+    --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
+rx==3.2.0 \
+    --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
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+    --hash=sha256:0660b83968c15293fd9135e8d860053ee19500d52bf55ca4fb09de595a1af650
+scikit-learn==1.8.0 \
+    --hash=sha256:56079a99c20d230e873ea40753102102734c5953366972a71d5cb39a32bc40c6
+scipy==1.17.1 \
+    --hash=sha256:3877ac408e14da24a6196de0ddcace62092bfc12a83823e92e49e40747e52c19
+scramp==1.4.6 \
+    --hash=sha256:a0cf9d2b4624b69bac5432dd69fecfc55a542384fe73c3a23ed9b138cda484e1
+scs==3.2.11 \
+    --hash=sha256:7b2c37e87baca0389f005fe19a0ca8209d43c0f1e9136a1a6fde23cae1735db9
+seaborn==0.13.2 \
+    --hash=sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+shapely==2.1.2 \
+    --hash=sha256:a444e7afccdb0999e203b976adb37ea633725333e5b119ad40b1ca291ecf311c
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+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simplejson==3.20.2 \
+    --hash=sha256:3b6bb7fb96efd673eac2e4235200bfffdc2353ad12c54117e1e4e2fc485ac017
+simpy==4.1.1 \
+    --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
+six==1.17.0 \
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+    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
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+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.0.1 \
+    --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
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+    --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
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+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
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+sphinx-rtd-theme==3.1.0 \
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+sphinxcontrib-jquery==4.1 \
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+spyder==6.1.4 \
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+spyder-kernels==3.1.4 \
+    --hash=sha256:0267bc5fc09def7df4d1278d1408929e09519b377e4aab4498a2df2c694af4af
+sqlalchemy==2.0.49 \
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+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.39 \
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+sqlparse==0.5.5 \
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+sse-starlette==3.2.0 \
+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==0.52.1 \
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+statsmodels==0.14.6 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
+streamlit==1.56.0 \
+    --hash=sha256:8677a335734a30a51bc57ad0ec910e365d95f7c456fc02c60032927cd0729dc5
+superqt==0.7.8 \
+    --hash=sha256:63918a649e060d87bd64ff819ebe4a99f4d17b744bbaf7ffebe12c42bc8b53de
+sv-ttk==2.6.0 \
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+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.5 \
+    --hash=sha256:6443a794ba961a9f619b1ae926a2e900ac20c34483eea67be4ed8f1e58d3ef7b
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+types-requests==2.32.4.20260324 \
+    --hash=sha256:f83ef2deb284fe99a249b8b0b0a3e4b9809e01ff456063c4df0aac7670c07ab9
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.41.0 \
+    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.6 \
+    --hash=sha256:7ddf3357bb9564e407607f988f683d72038551200c704012bb9a4c523d42f131
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2

From 68385e41dc129815dff6ed8dd9a74d0ed784c654 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 25 Apr 2026 20:55:17 +0200
Subject: [PATCH 065/157] updating

---
 .../pylock.64-3_13_13_0slimb2.toml            | 163 ++++++++++--------
 .../pylock.64-3_14_4_0slimb2.toml             | 163 ++++++++++--------
 .../pylock.64-3_14_4_0slimfb2.toml            | 123 +++++++------
 .../pylock.64-3_14_4_0whlb2_wheels.toml       | 163 ++++++++++--------
 .../requir.64-3_13_13_0slimb2.txt             |  78 +++++----
 .../requir.64-3_14_4_0slimb2.txt              |  78 +++++----
 .../requir.64-3_14_4_0slimfb2.txt             |  58 ++++---
 .../requir.64-3_14_4_0whlb2_wheels.txt        |  78 +++++----
 8 files changed, 478 insertions(+), 426 deletions(-)

diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
index 084104dd..c2bab1ca 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
@@ -102,14 +102,14 @@ sha256 = "f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6"
 
 [[packages]]
 name = "altair"
-version = "6.0.0"
+version = "6.1.0"
 
 [[packages.wheels]]
-name = "altair-6.0.0-py3-none-any.whl"
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+sha256 = "bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048"
 
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 name = "vega-datasets"
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml
index bd51059e..178774e4 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml
@@ -102,14 +102,14 @@ sha256 = "f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6"
 
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 name = "altair"
-version = "6.0.0"
+version = "6.1.0"
 
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-name = "altair-6.0.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/db/33/ef2f2409450ef6daa61459d5de5c08128e7d3edb773fefd0a324d1310238/altair-6.0.0-py3-none-any.whl"
+name = "altair-6.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ce/63/5dacc8d8306c715088b897a479e551bc0779fd2f0f26c97fec5e36542b4e/altair-6.1.0-py3-none-any.whl"
 
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+sha256 = "fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b"
 
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 name = "annotated-doc"
@@ -135,14 +135,14 @@ sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
 
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-version = "0.91.0"
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+name = "anthropic-0.97.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/53/b6/8e851369fa661ad0fef2ae6266bf3b7d52b78ccf011720058f4adaca59e2/anthropic-0.97.0-py3-none-any.whl"
 
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-version = "1.0.0"
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+name = "groq-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0c/82/748639c95c60ad8846c65b167ca611c815d06d5f67a9e73b23486dce4fdf/groq-1.2.0-py3-none-any.whl"
 
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-version = "3.14.2"
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+name = "guidata-3.14.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/dd/ff/a8dcb33d043024bf04c08e4cf551e934a7dcfc3e42c0d48e02dded967453/guidata-3.14.3-py3-none-any.whl"
 
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-url = "https://files.pythonhosted.org/packages/b6/d8/7368679b8df6925b8415f9dcc9ab1dab01ddc384d2b2c24aac9191bd9ceb/h5py-3.15.1-cp314-cp314-win_amd64.whl"
+name = "h5py-3.16.0-cp314-cp314-win_amd64.whl"
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+name = "huggingface_hub-1.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7e/2b/ef03ddb96bd1123503c2bd6932001020292deea649e9bf4caa2cb65a85bf/huggingface_hub-1.12.0-py3-none-any.whl"
 
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+name = "langchain_core-1.3.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7d/d5/8fa4431007cbb7cfed7590f4d6a5dea3ad724f4174d248f6642ef5ce7d05/langchain_core-1.3.2-py3-none-any.whl"
 
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+sha256 = "d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274"
+
+[[packages]]
+name = "langchain-protocol"
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+
+[[packages.wheels]]
+name = "langchain_protocol-0.0.11-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0b/fa/6a8ecad8472b182f2caf9d83fd89f40fc1590cb96546d90089b7869b7f5e/langchain_protocol-0.0.11-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011"
 
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 name = "langgraph"
-version = "1.1.6"
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+sha256 = "7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2"
 
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-version = "0.7.25"
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-url = "https://files.pythonhosted.org/packages/29/13/67889d41baf7dbaf13ffd0b334a0f284e107fad1cc8782a1abb1e56e5eeb/langsmith-0.7.25-py3-none-any.whl"
+name = "langsmith-0.7.36-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f3/8d/3ca31ae3a4a437191243ad6d9061ede9367440bb7dc9a0da1ecc2c2a4865/langsmith-0.7.36-py3-none-any.whl"
 
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+sha256 = "e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654"
 
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@@ -2423,14 +2434,14 @@ sha256 = "baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"
 
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+name = "markdown-3.10.2-py3-none-any.whl"
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+url = "https://files.pythonhosted.org/packages/7e/c3/587cc9aa8d4742cd690da79460081e7d834499e07e8b2bd2ccc4c66928df/optree-0.19.0-cp314-cp314-win_amd64.whl"
 
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+url = "https://files.pythonhosted.org/packages/06/d9/d091d8fb5cbed5e9536adfed955c4c89987a4cc3b8e73ae4532402b91c74/polars_runtime_32-1.40.1-cp310-abi3-win_amd64.whl"
 
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+sha256 = "8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e"
 
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 name = "pydantic-evals"
@@ -5547,14 +5558,14 @@ sha256 = "efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1"
 
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 name = "uvicorn"
-version = "0.41.0"
+version = "0.46.0"
 
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-name = "uvicorn-0.41.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl"
+name = "uvicorn-0.46.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/31/a3/5b1562db76a5a488274b2332a97199b32d0442aca0ed193697fd47786316/uvicorn-0.46.0-py3-none-any.whl"
 
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-sha256 = "29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187"
+sha256 = "bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048"
 
 [[packages]]
 name = "vega-datasets"
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml
index e53bcb62..fe2a043b 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml
@@ -102,14 +102,14 @@ sha256 = "f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6"
 
 [[packages]]
 name = "altair"
-version = "6.0.0"
+version = "6.1.0"
 
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-name = "altair-6.0.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/db/33/ef2f2409450ef6daa61459d5de5c08128e7d3edb773fefd0a324d1310238/altair-6.0.0-py3-none-any.whl"
+name = "altair-6.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ce/63/5dacc8d8306c715088b897a479e551bc0779fd2f0f26c97fec5e36542b4e/altair-6.1.0-py3-none-any.whl"
 
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-sha256 = "09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8"
+sha256 = "fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b"
 
 [[packages]]
 name = "annotated-doc"
@@ -135,14 +135,14 @@ sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
 
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 name = "anthropic"
-version = "0.91.0"
+version = "0.97.0"
 
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-name = "anthropic-0.91.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/ea/1e/7f06da237fde2d7f760a1b61a554c0e780dffe1d264e5aacd0287a7a142b/anthropic-0.91.0-py3-none-any.whl"
+name = "anthropic-0.97.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/53/b6/8e851369fa661ad0fef2ae6266bf3b7d52b78ccf011720058f4adaca59e2/anthropic-0.97.0-py3-none-any.whl"
 
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+sha256 = "8a1a472dfabcfc0c52ff6a3eecf724ac7e07107a2f6e2367be55ceb42f5d5613"
 
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 name = "anyio"
@@ -564,14 +564,14 @@ sha256 = "e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"
 
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 name = "charset-normalizer"
-version = "3.4.4"
+version = "3.4.6"
 
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-name = "charset_normalizer-3.4.4-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0a/4c/925909008ed5a988ccbb72dcc897407e5d6d3bd72410d69e051fc0c14647/charset_normalizer-3.4.4-py3-none-any.whl"
+name = "charset_normalizer-3.4.6-cp314-cp314t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/5d/7a/d269d834cb3a76291651256f3b9a5945e81d0a49ab9f4a498964e83c0416/charset_normalizer-3.4.6-cp314-cp314t-win_amd64.whl"
 
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+sha256 = "cd5e2801c89992ed8c0a3f0293ae83c159a60d9a5d685005383ef4caca77f2c4"
 
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 name = "click"
@@ -674,14 +674,14 @@ sha256 = "a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d"
 
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 name = "cryptography"
-version = "46.0.3"
+version = "46.0.7"
 
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-name = "cryptography-46.0.3-cp314-cp314t-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/f6/30/640f34ccd4d2a1bc88367b54b926b781b5a018d65f404d409aba76a84b1c/cryptography-46.0.3-cp314-cp314t-win_amd64.whl"
+name = "cryptography-46.0.7-cp314-cp314t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/32/a8/9f0e4ed57ec9cebe506e58db11ae472972ecb0c659e4d52bbaee80ca340a/cryptography-46.0.7-cp314-cp314t-win_amd64.whl"
 
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+sha256 = "e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb"
 
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 name = "groq"
-version = "1.0.0"
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-url = "https://files.pythonhosted.org/packages/4a/88/3175759d2ef30406ea721f4d837bfa1ba4339fde3b81ba8c5640a96ed231/groq-1.0.0-py3-none-any.whl"
+name = "groq-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0c/82/748639c95c60ad8846c65b167ca611c815d06d5f67a9e73b23486dce4fdf/groq-1.2.0-py3-none-any.whl"
 
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+sha256 = "1002060a743b27c8f86765e1bc9749c98498e961d9fe2e4902bf7804a71c3c84"
 
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@@ -1444,14 +1444,14 @@ sha256 = "0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"
 
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 name = "huggingface-hub"
-version = "1.9.0"
+version = "1.12.0"
 
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-name = "huggingface_hub-1.9.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/73/37/0d15d16150e1829f3e90962c99f28257f6de9e526a680b4c6f5acdb54fd2/huggingface_hub-1.9.0-py3-none-any.whl"
+name = "huggingface_hub-1.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7e/2b/ef03ddb96bd1123503c2bd6932001020292deea649e9bf4caa2cb65a85bf/huggingface_hub-1.12.0-py3-none-any.whl"
 
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+sha256 = "d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d"
 
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@@ -2082,14 +2082,14 @@ sha256 = "be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f"
 
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 name = "kiwisolver"
-version = "1.4.9"
+version = "1.5.0"
 
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-url = "https://files.pythonhosted.org/packages/0c/28/4b2e5c47a0da96896fdfdb006340ade064afa1e63675d01ea5ac222b6d52/kiwisolver-1.4.9-cp314-cp314t-win_amd64.whl"
+name = "kiwisolver-1.5.0-cp314-cp314t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/3b/b5/98222136d839b8afabcaa943b09bd05888c2d36355b7e448550211d1fca4/kiwisolver-1.5.0-cp314-cp314t-win_amd64.whl"
 
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-sha256 = "1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891"
+sha256 = "1dd9b0b119a350976a6d781e7278ec7aca0b201e1a9e2d23d9804afecb6ca681"
 
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 name = "lazy-loader"
@@ -2203,14 +2203,14 @@ sha256 = "baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"
 
 [[packages]]
 name = "markdown"
-version = "3.10"
+version = "3.10.2"
 
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-name = "markdown-3.10-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/70/81/54e3ce63502cd085a0c556652a4e1b919c45a446bd1e5300e10c44c8c521/markdown-3.10-py3-none-any.whl"
+name = "markdown-3.10.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/de/1f/77fa3081e4f66ca3576c896ae5d31c3002ac6607f9747d2e3aa49227e464/markdown-3.10.2-py3-none-any.whl"
 
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-sha256 = "b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c"
+sha256 = "e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36"
 
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 name = "markdown-it-py"
@@ -2533,14 +2533,14 @@ sha256 = "e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c"
 
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 name = "narwhals"
-version = "2.18.1"
+version = "2.19.0"
 
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-name = "narwhals-2.18.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/3f/c3/06490e98393dcb4d6ce2bf331a39335375c300afaef526897881fbeae6ab/narwhals-2.18.1-py3-none-any.whl"
+name = "narwhals-2.19.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/37/72/e61e3091e0e00fae9d3a8ef85ece9d2cd4b5966058e1f2901ce42679eebf/narwhals-2.19.0-py3-none-any.whl"
 
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-sha256 = "a0a8bb80205323851338888ba3a12b4f65d352362c8a94be591244faf36504ad"
+sha256 = "1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b"
 
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 name = "nbclient"
@@ -2643,14 +2643,14 @@ sha256 = "411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef"
 
 [[packages]]
 name = "numba"
-version = "0.65.0"
+version = "0.65.1"
 
 [[packages.wheels]]
-name = "numba-0.65.0-cp314-cp314t-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/f5/21/1e73fa16bf0393ebb74c5bb208d712152ffdfc84600a8e93a3180317856e/numba-0.65.0-cp314-cp314t-win_amd64.whl"
+name = "numba-0.65.1-cp314-cp314t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/32/36/8be7118ffd4c8440881046eac3d0982cc5ab42909508cf5d67024d62a2e4/numba-0.65.1-cp314-cp314t-win_amd64.whl"
 
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-sha256 = "46fd679ae4f68c7a5d5721efbd29ecee0b0f3013211591891d79b51bfdf73113"
+sha256 = "20609346e3bd75204950dcbbfe383a8d7dbf4902f442aedbf00f97fef4aa8f38"
 
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 name = "numpy"
@@ -3226,14 +3226,14 @@ sha256 = "cfaded7289fca72ddf6579b81459e3ec8db323a508e61c49aa318ee3cd6ff160"
 
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 name = "pydantic"
-version = "2.12.5"
+version = "2.13.3"
 
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-name = "pydantic-2.12.5-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl"
+name = "pydantic-2.13.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f3/0a/fd7d723f8f8153418fb40cf9c940e82004fce7e987026b08a68a36dd3fe7/pydantic-2.13.3-py3-none-any.whl"
 
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-sha256 = "e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d"
+sha256 = "6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927"
 
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 name = "pydantic-ai-slim"
@@ -3248,14 +3248,14 @@ sha256 = "3007c93e4c0b28f6bd87ebe0eec3cc27b2c7639a26d806ab09d9a6944ec5872a"
 
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 name = "pydantic-core"
-version = "2.41.5"
+version = "2.46.3"
 
 [[packages.wheels]]
-name = "pydantic_core-2.41.5-cp314-cp314t-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/22/ed/182129d83032702912c2e2d8bbe33c036f342cc735737064668585dac28f/pydantic_core-2.41.5-cp314-cp314t-win_amd64.whl"
+name = "pydantic_core-2.46.3-cp314-cp314t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/b8/2a/c79cf53fd91e5a87e30d481809f52f9a60dd221e39de66455cf04deaad37/pydantic_core-2.46.3-cp314-cp314t-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "80aa89cad80b32a912a65332f64a4450ed00966111b6615ca6816153d3585a8c"
+sha256 = "706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8"
 
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 name = "pydantic-evals"
@@ -4733,14 +4733,14 @@ sha256 = "15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8"
 
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-version = "6.5.4"
+version = "6.5.5"
 
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-url = "https://files.pythonhosted.org/packages/37/1d/0a336abf618272d53f62ebe274f712e213f5a03c0b2339575430b8362ef2/tornado-6.5.4.tar.gz"
+name = "tornado-6.5.5.tar.gz"
+url = "https://files.pythonhosted.org/packages/f8/f1/3173dfa4a18db4a9b03e5d55325559dab51ee653763bb8745a75af491286/tornado-6.5.5.tar.gz"
 
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+sha256 = "192b8f3ea91bd7f1f50c06955416ed76c6b72f96779b962f07f911b91e8d30e9"
 
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@@ -4940,16 +4940,27 @@ url = "https://files.pythonhosted.org/packages/39/08/aaaad47bc4e9dc8c725e68f9d04
 [packages.wheels.hashes]
 sha256 = "bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"
 
+[[packages]]
+name = "uuid-utils"
+version = "0.15.0a3"
+
+[[packages.wheels]]
+name = "uuid_utils-0.15.0a3-cp314-cp314t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/62/82/d54aa76727bda1b95d9773b3ea0cf4679d07a60977f92aef16e60bbd293e/uuid_utils-0.15.0a3-cp314-cp314t-win_amd64.whl"
+
+[packages.wheels.hashes]
+sha256 = "0b95578a3960b926e675dab1bd3d72dea1ca78c7a98f4139b9aaa0b6efc78798"
+
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-version = "0.41.0"
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-name = "uvicorn-0.41.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl"
+name = "uvicorn-0.46.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/31/a3/5b1562db76a5a488274b2332a97199b32d0442aca0ed193697fd47786316/uvicorn-0.46.0-py3-none-any.whl"
 
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-sha256 = "29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187"
+sha256 = "bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048"
 
 [[packages]]
 name = "vega-datasets"
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml
index 7f7f3bcb..0514aa6d 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml
@@ -102,14 +102,14 @@ sha256 = "f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6"
 
 [[packages]]
 name = "altair"
-version = "6.0.0"
+version = "6.1.0"
 
 [[packages.wheels]]
-name = "altair-6.0.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/db/33/ef2f2409450ef6daa61459d5de5c08128e7d3edb773fefd0a324d1310238/altair-6.0.0-py3-none-any.whl"
+name = "altair-6.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ce/63/5dacc8d8306c715088b897a479e551bc0779fd2f0f26c97fec5e36542b4e/altair-6.1.0-py3-none-any.whl"
 
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+sha256 = "fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b"
 
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 name = "annotated-doc"
@@ -135,14 +135,14 @@ sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
 
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 name = "anthropic"
-version = "0.91.0"
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+name = "anthropic-0.97.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/53/b6/8e851369fa661ad0fef2ae6266bf3b7d52b78ccf011720058f4adaca59e2/anthropic-0.97.0-py3-none-any.whl"
 
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+name = "groq-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0c/82/748639c95c60ad8846c65b167ca611c815d06d5f67a9e73b23486dce4fdf/groq-1.2.0-py3-none-any.whl"
 
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 name = "guidata"
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-url = "https://files.pythonhosted.org/packages/a1/c7/8a3f517236af7512c43ec560e1695c68ee9d281734d7d1c9864cbe676972/guidata-3.14.2-py3-none-any.whl"
+name = "guidata-3.14.3-py3-none-any.whl"
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+sha256 = "9a51097cd0563a695054a9a6db9f584af5ec6dbb1922b5fdda87486095ba16e0"
 
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 name = "h11"
@@ -1367,14 +1367,14 @@ sha256 = "c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd"
 
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 name = "h5py"
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-name = "h5py-3.15.1-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/b6/d8/7368679b8df6925b8415f9dcc9ab1dab01ddc384d2b2c24aac9191bd9ceb/h5py-3.15.1-cp314-cp314-win_amd64.whl"
+name = "h5py-3.16.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/3e/14/615a450205e1b56d16c6783f5ccd116cde05550faad70ae077c955654a75/h5py-3.16.0-cp314-cp314-win_amd64.whl"
 
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+sha256 = "fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab"
 
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 name = "hatchling"
@@ -1477,14 +1477,14 @@ sha256 = "0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"
 
 [[packages]]
 name = "huggingface-hub"
-version = "1.9.0"
+version = "1.12.0"
 
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-name = "huggingface_hub-1.9.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/73/37/0d15d16150e1829f3e90962c99f28257f6de9e526a680b4c6f5acdb54fd2/huggingface_hub-1.9.0-py3-none-any.whl"
+name = "huggingface_hub-1.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7e/2b/ef03ddb96bd1123503c2bd6932001020292deea649e9bf4caa2cb65a85bf/huggingface_hub-1.12.0-py3-none-any.whl"
 
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 name = "hupper"
@@ -2137,25 +2137,36 @@ sha256 = "e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874"
 
 [[packages]]
 name = "langchain-core"
-version = "1.2.26"
+version = "1.3.2"
 
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-name = "langchain_core-1.2.26-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e5/8b/c184205a52b37a4a3166b3567323495701929b1dbfd528e5ba1df62bd404/langchain_core-1.2.26-py3-none-any.whl"
+name = "langchain_core-1.3.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7d/d5/8fa4431007cbb7cfed7590f4d6a5dea3ad724f4174d248f6642ef5ce7d05/langchain_core-1.3.2-py3-none-any.whl"
 
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-sha256 = "3d0a3913dff77a930b017a05afe979e4959d27bec0c77ee51f9a100754510509"
+sha256 = "d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274"
+
+[[packages]]
+name = "langchain-protocol"
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+
+[[packages.wheels]]
+name = "langchain_protocol-0.0.11-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0b/fa/6a8ecad8472b182f2caf9d83fd89f40fc1590cb96546d90089b7869b7f5e/langchain_protocol-0.0.11-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011"
 
 [[packages]]
 name = "langgraph"
-version = "1.1.6"
+version = "1.1.9"
 
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-name = "langgraph-1.1.6-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/71/e6/b36ecdb3ff4ba9a290708d514bae89ebbe2f554b6abbe4642acf3fddbe51/langgraph-1.1.6-py3-none-any.whl"
+name = "langgraph-1.1.9-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/16/58/0380420e66619d12c992c1f8cfda0c7a04e8f0fe8a84752245b9e7b1cba7/langgraph-1.1.9-py3-none-any.whl"
 
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-sha256 = "fdbf5f54fa5a5a4c4b09b7b5e537f1b2fa283d2f0f610d3457ddeecb479458b9"
+sha256 = "7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2"
 
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 name = "langgraph-checkpoint"
@@ -2192,14 +2203,14 @@ sha256 = "44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327"
 
 [[packages]]
 name = "langsmith"
-version = "0.7.25"
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-name = "langsmith-0.7.25-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/29/13/67889d41baf7dbaf13ffd0b334a0f284e107fad1cc8782a1abb1e56e5eeb/langsmith-0.7.25-py3-none-any.whl"
+name = "langsmith-0.7.36-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f3/8d/3ca31ae3a4a437191243ad6d9061ede9367440bb7dc9a0da1ecc2c2a4865/langsmith-0.7.36-py3-none-any.whl"
 
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-sha256 = "55ecc24c547f6c79b5a684ff8685c669eec34e52fcac5d2c0af7d613aef5a632"
+sha256 = "e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654"
 
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 name = "lazy-loader"
@@ -2302,14 +2313,14 @@ sha256 = "baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"
 
 [[packages]]
 name = "markdown"
-version = "3.10"
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-name = "markdown-3.10-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/70/81/54e3ce63502cd085a0c556652a4e1b919c45a446bd1e5300e10c44c8c521/markdown-3.10-py3-none-any.whl"
+name = "markdown-3.10.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/de/1f/77fa3081e4f66ca3576c896ae5d31c3002ac6607f9747d2e3aa49227e464/markdown-3.10.2-py3-none-any.whl"
 
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-sha256 = "b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c"
+sha256 = "e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36"
 
 [[packages]]
 name = "markdown-it-py"
@@ -2610,14 +2621,14 @@ sha256 = "e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c"
 
 [[packages]]
 name = "narwhals"
-version = "2.18.1"
+version = "2.19.0"
 
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-name = "narwhals-2.18.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/3f/c3/06490e98393dcb4d6ce2bf331a39335375c300afaef526897881fbeae6ab/narwhals-2.18.1-py3-none-any.whl"
+name = "narwhals-2.19.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/37/72/e61e3091e0e00fae9d3a8ef85ece9d2cd4b5966058e1f2901ce42679eebf/narwhals-2.19.0-py3-none-any.whl"
 
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-sha256 = "a0a8bb80205323851338888ba3a12b4f65d352362c8a94be591244faf36504ad"
+sha256 = "1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b"
 
 [[packages]]
 name = "nbclient"
@@ -2720,14 +2731,14 @@ sha256 = "411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef"
 
 [[packages]]
 name = "numba"
-version = "0.65.0"
+version = "0.65.1"
 
 [[packages.wheels]]
-name = "numba-0.65.0-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/73/5b/fbce55ce3d933afbc7ade04df826853e4a846aaa47d58d2fbb669b8f2d08/numba-0.65.0-cp314-cp314-win_amd64.whl"
+name = "numba-0.65.1-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/56/46/3f7fc04fb853559e74b210e0b62c19974ec844cefec611f9e535f4da3761/numba-0.65.1-cp314-cp314-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "add297d3e1c08dd884f44100152612fa41e66a51d15fdf91307f9dde31d06830"
+sha256 = "2a20fcdabdefbdacf88d85caf70c3b18c4bcb7ebb8f82e6a19486383dd26ab63"
 
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 name = "numpy"
@@ -2852,14 +2863,14 @@ sha256 = "35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed"
 
 [[packages]]
 name = "optree"
-version = "0.18.0"
+version = "0.19.0"
 
 [[packages.wheels]]
-name = "optree-0.18.0-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/5e/0c/87c9ced927a4cda6b99959cc9341e0a1acb4cd6eb49d2ccd7ac57039c63e/optree-0.18.0-cp314-cp314-win_amd64.whl"
+name = "optree-0.19.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/7e/c3/587cc9aa8d4742cd690da79460081e7d834499e07e8b2bd2ccc4c66928df/optree-0.19.0-cp314-cp314-win_amd64.whl"
 
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-sha256 = "2b5cfb5fc643f16d3a7d957807e55a937dce07566c49ccc4aa71b01064c56758"
+sha256 = "ff773c852122cef6dcae68b5e252a20aaf5d2986f78e278d747e226e7829d44e"
 
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 name = "optuna"
@@ -3116,14 +3127,14 @@ sha256 = "39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1"
 
 [[packages]]
 name = "plotpy"
-version = "2.8.4"
+version = "2.9.0"
 
 [[packages.wheels]]
-name = "plotpy-2.8.4-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/d3/35/e281f435a29767b7fd0d0628032675bb56ba7cc15cbcefd0961cb0427f33/plotpy-2.8.4-cp314-cp314-win_amd64.whl"
+name = "plotpy-2.9.0-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/da/26/19e9466a98ae2c71a80e57605ef03f9fd48fd1d7c0591ac81ccdfbf2b2de/plotpy-2.9.0-cp314-cp314-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "fdb8cadbd1a44cf5cdc8320b707d6a424d24c9ddf66c62862fa8c86a994128f0"
+sha256 = "70ec8e7ded6ca169c95b88f8a30c06097612866bef9908e9e6a1bd93004355bc"
 
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 name = "pluggy"
@@ -3138,25 +3149,25 @@ sha256 = "e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"
 
 [[packages]]
 name = "polars"
-version = "1.40.0"
+version = "1.40.1"
 
 [[packages.wheels]]
-name = "polars-1.40.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/b4/ad/d5ed79269b7fe59a3dbbfbdbecbe1e59a0b56e38d36491e57d2bfb5846c1/polars-1.40.0-py3-none-any.whl"
+name = "polars-1.40.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/ea/91/74fc60d94488685a92ac9d49d7ec55f3e91fe9b77942a6235a5fa7f249c3/polars-1.40.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "60b1d677ca363e2fc6fdea8c3d16c0653fd52cc37f0249e0f29d9536d5aa45ef"
+sha256 = "c0f861219d1319cdea45c4ce4d30355a47176b8f98dcedf95ea8269f131b8abd"
 
 [[packages]]
 name = "polars-runtime-32"
-version = "1.40.0"
+version = "1.40.1"
 
 [[packages.wheels]]
-name = "polars_runtime_32-1.40.0-cp310-abi3-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/aa/1a/0b239138afe8b80a1a0b4c95db3884e6afbbe82ec3318918ab03bc57f231/polars_runtime_32-1.40.0-cp310-abi3-win_amd64.whl"
+name = "polars_runtime_32-1.40.1-cp310-abi3-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/06/d9/d091d8fb5cbed5e9536adfed955c4c89987a4cc3b8e73ae4532402b91c74/polars_runtime_32-1.40.1-cp310-abi3-win_amd64.whl"
 
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-sha256 = "a916040e0b7f461ce987e4551fed9eea5914b4fbb5af907b1d9e80db71fadeb5"
+sha256 = "f78bb2abd00101cbb23cc0cb068f7e36e081057a15d2ec2dde3dda280709f030"
 
 [[packages]]
 name = "prettytable"
@@ -3369,14 +3380,14 @@ sha256 = "b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992"
 
 [[packages]]
 name = "pydantic"
-version = "2.12.5"
+version = "2.13.3"
 
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-name = "pydantic-2.12.5-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/5a/87/b70ad306ebb6f9b585f114d0ac2137d792b48be34d732d60e597c2f8465a/pydantic-2.12.5-py3-none-any.whl"
+name = "pydantic-2.13.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f3/0a/fd7d723f8f8153418fb40cf9c940e82004fce7e987026b08a68a36dd3fe7/pydantic-2.13.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d"
+sha256 = "6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927"
 
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 name = "pydantic-ai-slim"
@@ -3391,14 +3402,14 @@ sha256 = "3007c93e4c0b28f6bd87ebe0eec3cc27b2c7639a26d806ab09d9a6944ec5872a"
 
 [[packages]]
 name = "pydantic-core"
-version = "2.41.5"
+version = "2.46.3"
 
 [[packages.wheels]]
-name = "pydantic_core-2.41.5-cp314-cp314-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/48/5d/56ba7b24e9557f99c9237e29f5c09913c81eeb2f3217e40e922353668092/pydantic_core-2.41.5-cp314-cp314-win_amd64.whl"
+name = "pydantic_core-2.46.3-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/20/eb/59980e5f1ae54a3b86372bd9f0fa373ea2d402e8cdcd3459334430f91e91/pydantic_core-2.46.3-cp314-cp314-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf"
+sha256 = "8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e"
 
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 name = "pydantic-evals"
@@ -5294,14 +5305,14 @@ sha256 = "efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1"
 
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 name = "uvicorn"
-version = "0.41.0"
+version = "0.46.0"
 
 [[packages.wheels]]
-name = "uvicorn-0.41.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/83/e4/d04a086285c20886c0daad0e026f250869201013d18f81d9ff5eada73a88/uvicorn-0.41.0-py3-none-any.whl"
+name = "uvicorn-0.46.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/31/a3/5b1562db76a5a488274b2332a97199b32d0442aca0ed193697fd47786316/uvicorn-0.46.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187"
+sha256 = "bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048"
 
 [[packages]]
 name = "vega-datasets"
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
index 24f7a26d..24d32b29 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
@@ -16,14 +16,14 @@ alabaster==1.0.0 \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
 alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
-altair==6.0.0 \
-    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+altair==6.1.0 \
+    --hash=sha256:fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
-anthropic==0.91.0 \
-    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anthropic==0.97.0 \
+    --hash=sha256:8a1a472dfabcfc0c52ff6a3eecf724ac7e07107a2f6e2367be55ceb42f5d5613
 anyio==4.13.0 \
     --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
 anywidget==0.9.21 \
@@ -252,16 +252,16 @@ greenlet==3.4.0 \
     --hash=sha256:849f8bc17acd6295fcb5de8e46d55cc0e52381c56eaf50a2afd258e97bc65940
 griffe==1.15.0 \
     --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
-groq==1.0.0 \
-    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
-guidata==3.14.2 \
-    --hash=sha256:593f6fcbe632dbfb8ae006c73e07aa1c482b0f07054b940ba87ee849f1a842ca
+groq==1.2.0 \
+    --hash=sha256:1002060a743b27c8f86765e1bc9749c98498e961d9fe2e4902bf7804a71c3c84
+guidata==3.14.3 \
+    --hash=sha256:9a51097cd0563a695054a9a6db9f584af5ec6dbb1922b5fdda87486095ba16e0
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.3.0 \
     --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
-h5py==3.15.1 \
-    --hash=sha256:dea78b092fd80a083563ed79a3171258d4a4d307492e7cf8b2313d464c82ba52
+h5py==3.16.0 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad
 hatchling==1.29.0 \
     --hash=sha256:50af9343281f34785fab12da82e445ed987a6efb34fd8c2fc0f6e6630dbcc1b0
 hf-xet==1.4.3 \
@@ -282,8 +282,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.9.0 \
-    --hash=sha256:2999328c058d39fd19ab748dd09bd4da2fbaa4f4c1ddea823eab103051e14a1f
+huggingface-hub==1.12.0 \
+    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.2 \
@@ -404,18 +404,20 @@ kiwisolver==1.5.0 \
     --hash=sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276
 langchain==1.2.15 \
     --hash=sha256:e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874
-langchain-core==1.2.26 \
-    --hash=sha256:3d0a3913dff77a930b017a05afe979e4959d27bec0c77ee51f9a100754510509
-langgraph==1.1.6 \
-    --hash=sha256:fdbf5f54fa5a5a4c4b09b7b5e537f1b2fa283d2f0f610d3457ddeecb479458b9
+langchain-core==1.3.2 \
+    --hash=sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274
+langchain-protocol==0.0.11 \
+    --hash=sha256:364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011
+langgraph==1.1.9 \
+    --hash=sha256:7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2
 langgraph-checkpoint==4.0.1 \
     --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034
 langgraph-prebuilt==1.0.9 \
     --hash=sha256:776c8e3154a5aef5ad0e5bf3f263f2dcaab3983786cc20014b7f955d99d2d1b2
 langgraph-sdk==0.3.12 \
     --hash=sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327
-langsmith==0.7.25 \
-    --hash=sha256:55ecc24c547f6c79b5a684ff8685c669eec34e52fcac5d2c0af7d613aef5a632
+langsmith==0.7.36 \
+    --hash=sha256:e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -438,8 +440,8 @@ magika==0.6.2 \
     --hash=sha256:711f427a633e0182737dcc2074748004842f870643585813503ff2553b973b9f
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.10 \
-    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
+markdown==3.10.2 \
+    --hash=sha256:e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
@@ -506,8 +508,8 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:edd47048eb65c196b28aa9d2c0c6a017d8ca084a9a7041cd317301c829eb5a05
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.18.1 \
-    --hash=sha256:a0a8bb80205323851338888ba3a12b4f65d352362c8a94be591244faf36504ad
+narwhals==2.19.0 \
+    --hash=sha256:1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b
 nbclient==0.10.4 \
     --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.17.0 \
@@ -526,8 +528,8 @@ notebook==7.5.5 \
     --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
-numba==0.65.0 \
-    --hash=sha256:6254e73b9c929dc736a1fbd3d6f5680789709a5067cae1fa7198707385129c04
+numba==0.65.1 \
+    --hash=sha256:85be74c0d036842699a30058f82fb88fc5ffdc59f7615cab5792ea92914c9b62
 numpy==2.4.4 \
     --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf
 numpydoc==1.10.0 \
@@ -550,8 +552,8 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.18.0 \
-    --hash=sha256:5b75e32c191e4b8cf42a8aa854ed264df82936136c0bcad77be44605da41cdfc
+optree==0.19.0 \
+    --hash=sha256:bc0c6c9f99fb90e3a20a8b94c219e6b03e585f65ab9a11c9acd1511a5f885f79
 optuna==4.7.0 \
     --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
 orjson==3.11.7 \
@@ -600,14 +602,14 @@ plotly==6.6.0 \
     --hash=sha256:8d6daf0f87412e0c0bfe72e809d615217ab57cc715899a1e5145135a7800d1d0
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
-plotpy==2.8.4 \
-    --hash=sha256:41c019782911370c53ff55e78312b17c2664e328d79454da25221565f6e24152
+plotpy==2.9.0 \
+    --hash=sha256:931e97d73d8f833ed5edb6dfc9f19f1a416e9257a910f12e3aa6c444c8fe26f1
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-polars==1.40.0 \
-    --hash=sha256:60b1d677ca363e2fc6fdea8c3d16c0653fd52cc37f0249e0f29d9536d5aa45ef
-polars-runtime-32==1.40.0 \
-    --hash=sha256:a916040e0b7f461ce987e4551fed9eea5914b4fbb5af907b1d9e80db71fadeb5
+polars==1.40.1 \
+    --hash=sha256:c0f861219d1319cdea45c4ce4d30355a47176b8f98dcedf95ea8269f131b8abd
+polars-runtime-32==1.40.1 \
+    --hash=sha256:f78bb2abd00101cbb23cc0cb068f7e36e081057a15d2ec2dde3dda280709f030
 prettytable==3.17.0 \
     --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.17.0 \
@@ -648,12 +650,12 @@ pycparser==3.0 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
 pyct==0.6.0 \
     --hash=sha256:cfaded7289fca72ddf6579b81459e3ec8db323a508e61c49aa318ee3cd6ff160
-pydantic==2.12.5 \
-    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+pydantic==2.13.3 \
+    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927
 pydantic-ai-slim==1.12.0 \
     --hash=sha256:3007c93e4c0b28f6bd87ebe0eec3cc27b2c7639a26d806ab09d9a6944ec5872a
-pydantic-core==2.41.5 \
-    --hash=sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11
+pydantic-core==2.46.3 \
+    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0
 pydantic-evals==1.12.0 \
     --hash=sha256:01e458f7acbb4ab5f386a35dfd98356a4d055e505f36bb235988abba1833e0b3
 pydantic-graph==1.12.0 \
@@ -1006,8 +1008,8 @@ urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
 uuid-utils==0.14.0 \
     --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
-uvicorn==0.41.0 \
-    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
index de10ab07..33e333b5 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
@@ -16,14 +16,14 @@ alabaster==1.0.0 \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
 alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
-altair==6.0.0 \
-    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+altair==6.1.0 \
+    --hash=sha256:fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
-anthropic==0.91.0 \
-    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anthropic==0.97.0 \
+    --hash=sha256:8a1a472dfabcfc0c52ff6a3eecf724ac7e07107a2f6e2367be55ceb42f5d5613
 anyio==4.13.0 \
     --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
 anywidget==0.9.21 \
@@ -252,16 +252,16 @@ greenlet==3.4.0 \
     --hash=sha256:207ba5b97ea8b0b60eb43ffcacf26969dd83726095161d676aac03ff913ee50d
 griffe==1.15.0 \
     --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
-groq==1.0.0 \
-    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
-guidata==3.14.2 \
-    --hash=sha256:593f6fcbe632dbfb8ae006c73e07aa1c482b0f07054b940ba87ee849f1a842ca
+groq==1.2.0 \
+    --hash=sha256:1002060a743b27c8f86765e1bc9749c98498e961d9fe2e4902bf7804a71c3c84
+guidata==3.14.3 \
+    --hash=sha256:9a51097cd0563a695054a9a6db9f584af5ec6dbb1922b5fdda87486095ba16e0
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.3.0 \
     --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
-h5py==3.15.1 \
-    --hash=sha256:9c73d1d7cdb97d5b17ae385153472ce118bed607e43be11e9a9deefaa54e0734
+h5py==3.16.0 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab
 hatchling==1.29.0 \
     --hash=sha256:50af9343281f34785fab12da82e445ed987a6efb34fd8c2fc0f6e6630dbcc1b0
 hf-xet==1.4.3 \
@@ -282,8 +282,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.9.0 \
-    --hash=sha256:2999328c058d39fd19ab748dd09bd4da2fbaa4f4c1ddea823eab103051e14a1f
+huggingface-hub==1.12.0 \
+    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.2 \
@@ -404,18 +404,20 @@ kiwisolver==1.5.0 \
     --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e
 langchain==1.2.15 \
     --hash=sha256:e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874
-langchain-core==1.2.26 \
-    --hash=sha256:3d0a3913dff77a930b017a05afe979e4959d27bec0c77ee51f9a100754510509
-langgraph==1.1.6 \
-    --hash=sha256:fdbf5f54fa5a5a4c4b09b7b5e537f1b2fa283d2f0f610d3457ddeecb479458b9
+langchain-core==1.3.2 \
+    --hash=sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274
+langchain-protocol==0.0.11 \
+    --hash=sha256:364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011
+langgraph==1.1.9 \
+    --hash=sha256:7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2
 langgraph-checkpoint==4.0.1 \
     --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034
 langgraph-prebuilt==1.0.9 \
     --hash=sha256:776c8e3154a5aef5ad0e5bf3f263f2dcaab3983786cc20014b7f955d99d2d1b2
 langgraph-sdk==0.3.12 \
     --hash=sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327
-langsmith==0.7.25 \
-    --hash=sha256:55ecc24c547f6c79b5a684ff8685c669eec34e52fcac5d2c0af7d613aef5a632
+langsmith==0.7.36 \
+    --hash=sha256:e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -438,8 +440,8 @@ magika==0.6.2 \
     --hash=sha256:711f427a633e0182737dcc2074748004842f870643585813503ff2553b973b9f
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.10 \
-    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
+markdown==3.10.2 \
+    --hash=sha256:e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
@@ -506,8 +508,8 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:56104693478fd447886c470a6d0558ded0fe2577df44c18232a6af6a2bbdd3e9
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.18.1 \
-    --hash=sha256:a0a8bb80205323851338888ba3a12b4f65d352362c8a94be591244faf36504ad
+narwhals==2.19.0 \
+    --hash=sha256:1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b
 nbclient==0.10.4 \
     --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.17.0 \
@@ -526,8 +528,8 @@ notebook==7.5.5 \
     --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
-numba==0.65.0 \
-    --hash=sha256:add297d3e1c08dd884f44100152612fa41e66a51d15fdf91307f9dde31d06830
+numba==0.65.1 \
+    --hash=sha256:2a20fcdabdefbdacf88d85caf70c3b18c4bcb7ebb8f82e6a19486383dd26ab63
 numpy==2.4.4 \
     --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74
 numpydoc==1.10.0 \
@@ -550,8 +552,8 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.18.0 \
-    --hash=sha256:2b5cfb5fc643f16d3a7d957807e55a937dce07566c49ccc4aa71b01064c56758
+optree==0.19.0 \
+    --hash=sha256:ff773c852122cef6dcae68b5e252a20aaf5d2986f78e278d747e226e7829d44e
 optuna==4.7.0 \
     --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
 orjson==3.11.7 \
@@ -600,14 +602,14 @@ plotly==6.6.0 \
     --hash=sha256:8d6daf0f87412e0c0bfe72e809d615217ab57cc715899a1e5145135a7800d1d0
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
-plotpy==2.8.4 \
-    --hash=sha256:fdb8cadbd1a44cf5cdc8320b707d6a424d24c9ddf66c62862fa8c86a994128f0
+plotpy==2.9.0 \
+    --hash=sha256:70ec8e7ded6ca169c95b88f8a30c06097612866bef9908e9e6a1bd93004355bc
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-polars==1.40.0 \
-    --hash=sha256:60b1d677ca363e2fc6fdea8c3d16c0653fd52cc37f0249e0f29d9536d5aa45ef
-polars-runtime-32==1.40.0 \
-    --hash=sha256:a916040e0b7f461ce987e4551fed9eea5914b4fbb5af907b1d9e80db71fadeb5
+polars==1.40.1 \
+    --hash=sha256:c0f861219d1319cdea45c4ce4d30355a47176b8f98dcedf95ea8269f131b8abd
+polars-runtime-32==1.40.1 \
+    --hash=sha256:f78bb2abd00101cbb23cc0cb068f7e36e081057a15d2ec2dde3dda280709f030
 prettytable==3.17.0 \
     --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.17.0 \
@@ -648,12 +650,12 @@ pycparser==3.0 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
 pyct==0.6.0 \
     --hash=sha256:cfaded7289fca72ddf6579b81459e3ec8db323a508e61c49aa318ee3cd6ff160
-pydantic==2.12.5 \
-    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+pydantic==2.13.3 \
+    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927
 pydantic-ai-slim==1.12.0 \
     --hash=sha256:3007c93e4c0b28f6bd87ebe0eec3cc27b2c7639a26d806ab09d9a6944ec5872a
-pydantic-core==2.41.5 \
-    --hash=sha256:8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf
+pydantic-core==2.46.3 \
+    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e
 pydantic-evals==1.12.0 \
     --hash=sha256:01e458f7acbb4ab5f386a35dfd98356a4d055e505f36bb235988abba1833e0b3
 pydantic-graph==1.12.0 \
@@ -1006,8 +1008,8 @@ urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
 uuid-utils==0.14.0 \
     --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
-uvicorn==0.41.0 \
-    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
index 8d9e8803..a6d456bd 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
@@ -16,14 +16,14 @@ alabaster==1.0.0 \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
 alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
-altair==6.0.0 \
-    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+altair==6.1.0 \
+    --hash=sha256:fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
-anthropic==0.91.0 \
-    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anthropic==0.97.0 \
+    --hash=sha256:8a1a472dfabcfc0c52ff6a3eecf724ac7e07107a2f6e2367be55ceb42f5d5613
 anyio==4.13.0 \
     --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
 anywidget==0.9.21 \
@@ -100,8 +100,8 @@ cffi==2.0.0 \
     --hash=sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6
 chardet==5.2.0 \
     --hash=sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970
-charset-normalizer==3.4.4 \
-    --hash=sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f
+charset-normalizer==3.4.6 \
+    --hash=sha256:cd5e2801c89992ed8c0a3f0293ae83c159a60d9a5d685005383ef4caca77f2c4
 click==8.3.1 \
     --hash=sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6
 click-default-group==1.2.4 \
@@ -120,8 +120,8 @@ contourpy==1.3.3 \
     --hash=sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc
 cookiecutter==2.6.0 \
     --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
-cryptography==46.0.3 \
-    --hash=sha256:760f83faa07f8b64e9c33fc963d790a2edb24efb479e3520c14a45741cd9b2db
+cryptography==46.0.7 \
+    --hash=sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb
 cycler==0.12.1 \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
 cython==3.2.4 \
@@ -234,8 +234,8 @@ greenlet==3.4.0 \
     --hash=sha256:1a4a48f24681300c640f143ba7c404270e1ebbbcf34331d7104a4ff40f8ea705
 griffe==1.15.0 \
     --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
-groq==1.0.0 \
-    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
+groq==1.2.0 \
+    --hash=sha256:1002060a743b27c8f86765e1bc9749c98498e961d9fe2e4902bf7804a71c3c84
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.3.0 \
@@ -260,8 +260,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.9.0 \
-    --hash=sha256:2999328c058d39fd19ab748dd09bd4da2fbaa4f4c1ddea823eab103051e14a1f
+huggingface-hub==1.12.0 \
+    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.2 \
@@ -376,8 +376,8 @@ keras==3.14.0 \
     --hash=sha256:19ce94b798caaba4d404ab6ef4753b44219170e5c2868156de8bb0494a260114
 keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
-kiwisolver==1.4.9 \
-    --hash=sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891
+kiwisolver==1.5.0 \
+    --hash=sha256:1dd9b0b119a350976a6d781e7278ec7aca0b201e1a9e2d23d9804afecb6ca681
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -398,8 +398,8 @@ lxml==6.0.2 \
     --hash=sha256:252a22982dca42f6155125ac76d3432e548a7625d56f5a273ee78a5057216eca
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.10 \
-    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
+markdown==3.10.2 \
+    --hash=sha256:e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markdownify==1.2.2 \
@@ -458,8 +458,8 @@ mysql-connector-python==9.5.0 \
     --hash=sha256:ace137b88eb6fdafa1e5b2e03ac76ce1b8b1844b3a4af1192a02ae7c1a45bdee
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.18.1 \
-    --hash=sha256:a0a8bb80205323851338888ba3a12b4f65d352362c8a94be591244faf36504ad
+narwhals==2.19.0 \
+    --hash=sha256:1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b
 nbclient==0.10.4 \
     --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.17.0 \
@@ -478,8 +478,8 @@ notebook==7.5.5 \
     --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
-numba==0.65.0 \
-    --hash=sha256:46fd679ae4f68c7a5d5721efbd29ecee0b0f3013211591891d79b51bfdf73113
+numba==0.65.1 \
+    --hash=sha256:20609346e3bd75204950dcbbfe383a8d7dbf4902f442aedbf00f97fef4aa8f38
 numpy==2.4.4 \
     --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e
 numpydoc==1.10.0 \
@@ -584,12 +584,12 @@ pycparser==3.0 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
 pyct==0.6.0 \
     --hash=sha256:cfaded7289fca72ddf6579b81459e3ec8db323a508e61c49aa318ee3cd6ff160
-pydantic==2.12.5 \
-    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+pydantic==2.13.3 \
+    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927
 pydantic-ai-slim==1.12.0 \
     --hash=sha256:3007c93e4c0b28f6bd87ebe0eec3cc27b2c7639a26d806ab09d9a6944ec5872a
-pydantic-core==2.41.5 \
-    --hash=sha256:80aa89cad80b32a912a65332f64a4450ed00966111b6615ca6816153d3585a8c
+pydantic-core==2.46.3 \
+    --hash=sha256:706d9d0ce9cf4593d07270d8e9f53b161f90c57d315aeec4fb4fd7a8b10240d8
 pydantic-evals==1.12.0 \
     --hash=sha256:01e458f7acbb4ab5f386a35dfd98356a4d055e505f36bb235988abba1833e0b3
 pydantic-graph==1.12.0 \
@@ -858,8 +858,8 @@ tomlkit==0.14.0 \
     --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
-tornado==6.5.4 \
-    --hash=sha256:a22fa9047405d03260b483980635f0b041989d8bcc9a313f8fe18b411d84b1d7
+tornado==6.5.5 \
+    --hash=sha256:192b8f3ea91bd7f1f50c06955416ed76c6b72f96779b962f07f911b91e8d30e9
 tqdm==4.67.1 \
     --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
 traitlets==5.14.3 \
@@ -896,8 +896,10 @@ uri-template==1.3.0 \
     --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
 urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
-uvicorn==0.41.0 \
-    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+uuid-utils==0.15.0a3 \
+    --hash=sha256:0b95578a3960b926e675dab1bd3d72dea1ca78c7a98f4139b9aaa0b6efc78798
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
index 343b756b..fb6ff42b 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
@@ -16,14 +16,14 @@ alabaster==1.0.0 \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
 alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
-altair==6.0.0 \
-    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+altair==6.1.0 \
+    --hash=sha256:fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
-anthropic==0.91.0 \
-    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anthropic==0.97.0 \
+    --hash=sha256:8a1a472dfabcfc0c52ff6a3eecf724ac7e07107a2f6e2367be55ceb42f5d5613
 anyio==4.13.0 \
     --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
 anywidget==0.9.21 \
@@ -238,16 +238,16 @@ greenlet==3.4.0 \
     --hash=sha256:207ba5b97ea8b0b60eb43ffcacf26969dd83726095161d676aac03ff913ee50d
 griffe==1.15.0 \
     --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
-groq==1.0.0 \
-    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
-guidata==3.14.2 \
-    --hash=sha256:593f6fcbe632dbfb8ae006c73e07aa1c482b0f07054b940ba87ee849f1a842ca
+groq==1.2.0 \
+    --hash=sha256:1002060a743b27c8f86765e1bc9749c98498e961d9fe2e4902bf7804a71c3c84
+guidata==3.14.3 \
+    --hash=sha256:9a51097cd0563a695054a9a6db9f584af5ec6dbb1922b5fdda87486095ba16e0
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.3.0 \
     --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
-h5py==3.15.1 \
-    --hash=sha256:9c73d1d7cdb97d5b17ae385153472ce118bed607e43be11e9a9deefaa54e0734
+h5py==3.16.0 \
+    --hash=sha256:fa48993a0b799737ba7fd21e2350fa0a60701e58180fae9f2de834bc39a147ab
 hatchling==1.29.0 \
     --hash=sha256:50af9343281f34785fab12da82e445ed987a6efb34fd8c2fc0f6e6630dbcc1b0
 hf-xet==1.4.3 \
@@ -266,8 +266,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.9.0 \
-    --hash=sha256:2999328c058d39fd19ab748dd09bd4da2fbaa4f4c1ddea823eab103051e14a1f
+huggingface-hub==1.12.0 \
+    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hypercorn==0.18.0 \
@@ -386,18 +386,20 @@ kiwisolver==1.5.0 \
     --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e
 langchain==1.2.15 \
     --hash=sha256:e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874
-langchain-core==1.2.26 \
-    --hash=sha256:3d0a3913dff77a930b017a05afe979e4959d27bec0c77ee51f9a100754510509
-langgraph==1.1.6 \
-    --hash=sha256:fdbf5f54fa5a5a4c4b09b7b5e537f1b2fa283d2f0f610d3457ddeecb479458b9
+langchain-core==1.3.2 \
+    --hash=sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274
+langchain-protocol==0.0.11 \
+    --hash=sha256:364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011
+langgraph==1.1.9 \
+    --hash=sha256:7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2
 langgraph-checkpoint==4.0.1 \
     --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034
 langgraph-prebuilt==1.0.9 \
     --hash=sha256:776c8e3154a5aef5ad0e5bf3f263f2dcaab3983786cc20014b7f955d99d2d1b2
 langgraph-sdk==0.3.12 \
     --hash=sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327
-langsmith==0.7.25 \
-    --hash=sha256:55ecc24c547f6c79b5a684ff8685c669eec34e52fcac5d2c0af7d613aef5a632
+langsmith==0.7.36 \
+    --hash=sha256:e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -416,8 +418,8 @@ lxml==6.0.2 \
     --hash=sha256:fa25afbadead523f7001caf0c2382afd272c315a033a7b06336da2637d92d6ed
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.10 \
-    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
+markdown==3.10.2 \
+    --hash=sha256:e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markupsafe==3.0.3 \
@@ -472,8 +474,8 @@ mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.18.1 \
-    --hash=sha256:a0a8bb80205323851338888ba3a12b4f65d352362c8a94be591244faf36504ad
+narwhals==2.19.0 \
+    --hash=sha256:1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b
 nbclient==0.10.4 \
     --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.17.0 \
@@ -492,8 +494,8 @@ notebook==7.5.5 \
     --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
-numba==0.65.0 \
-    --hash=sha256:add297d3e1c08dd884f44100152612fa41e66a51d15fdf91307f9dde31d06830
+numba==0.65.1 \
+    --hash=sha256:2a20fcdabdefbdacf88d85caf70c3b18c4bcb7ebb8f82e6a19486383dd26ab63
 numpy==2.4.4 \
     --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74
 numpydoc==1.10.0 \
@@ -516,8 +518,8 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.18.0 \
-    --hash=sha256:2b5cfb5fc643f16d3a7d957807e55a937dce07566c49ccc4aa71b01064c56758
+optree==0.19.0 \
+    --hash=sha256:ff773c852122cef6dcae68b5e252a20aaf5d2986f78e278d747e226e7829d44e
 optuna==4.7.0 \
     --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
 orjson==3.11.7 \
@@ -564,14 +566,14 @@ plotly==6.6.0 \
     --hash=sha256:8d6daf0f87412e0c0bfe72e809d615217ab57cc715899a1e5145135a7800d1d0
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
-plotpy==2.8.4 \
-    --hash=sha256:fdb8cadbd1a44cf5cdc8320b707d6a424d24c9ddf66c62862fa8c86a994128f0
+plotpy==2.9.0 \
+    --hash=sha256:70ec8e7ded6ca169c95b88f8a30c06097612866bef9908e9e6a1bd93004355bc
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-polars==1.40.0 \
-    --hash=sha256:60b1d677ca363e2fc6fdea8c3d16c0653fd52cc37f0249e0f29d9536d5aa45ef
-polars-runtime-32==1.40.0 \
-    --hash=sha256:a916040e0b7f461ce987e4551fed9eea5914b4fbb5af907b1d9e80db71fadeb5
+polars==1.40.1 \
+    --hash=sha256:c0f861219d1319cdea45c4ce4d30355a47176b8f98dcedf95ea8269f131b8abd
+polars-runtime-32==1.40.1 \
+    --hash=sha256:f78bb2abd00101cbb23cc0cb068f7e36e081057a15d2ec2dde3dda280709f030
 prettytable==3.17.0 \
     --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.17.0 \
@@ -610,12 +612,12 @@ pycodestyle==2.12.1 \
     --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
 pycparser==3.0 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
-pydantic==2.12.5 \
-    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+pydantic==2.13.3 \
+    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927
 pydantic-ai-slim==1.12.0 \
     --hash=sha256:3007c93e4c0b28f6bd87ebe0eec3cc27b2c7639a26d806ab09d9a6944ec5872a
-pydantic-core==2.41.5 \
-    --hash=sha256:8e7c86f27c585ef37c35e56a96363ab8de4e549a95512445b85c96d3e2f7c1bf
+pydantic-core==2.46.3 \
+    --hash=sha256:8940562319bc621da30714617e6a7eaa6b98c84e8c685bcdc02d7ed5e7c7c44e
 pydantic-evals==1.12.0 \
     --hash=sha256:01e458f7acbb4ab5f386a35dfd98356a4d055e505f36bb235988abba1833e0b3
 pydantic-graph==1.12.0 \
@@ -960,8 +962,8 @@ urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
 uuid-utils==0.14.0 \
     --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
-uvicorn==0.41.0 \
-    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \

From 07d314bdd76122fee127993f7f0f12ee24dda36b Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 26 Apr 2026 23:16:34 +0200
Subject: [PATCH 066/157] hum, test pip-26.1

---
 .../github_workflows_build-2026_02.yml        | 47 ++++++++++++++-----
 1 file changed, 35 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 0585495e..74d4f870 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -147,6 +147,28 @@ jobs:
           Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTS=$WINPYREQUIREMENTS"
           Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl"
 
+          $WINPYLOCKFILE = ''
+          $WINPYLOCKFILEwhl = ''
+
+          # 2. Generate pylock files expected names dynamically
+          $V_TAG = $env:WINPYVER2 -replace '\.', '_'
+          $testreq = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).toml"
+          $testwhl = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.toml"
+
+          Write-Host "Checking for pylock files: $testreq and $testwhl (expected arch $detected_arch)"
+
+          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
+            $WINPYLOCKFILE = $testreq
+            Write-Host "Found $WINPYLOCKFILE"
+            if (Test-Path $testwhl) {
+              $WINPYLOCKFILEwhl = $testwhl
+              Write-Host "Found also $WINPYLOCKFILEwhl"
+            }
+          }
+
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILE=$WINPYLOCKFILE"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILEwhl=$WINPYLOCKFILEwhl"
+
           $ARTIFACT_NAME = "publish_${PYTHON_VERSION}$($env:FLAVOR_NAME)"
           Add-Content -Path $env:GITHUB_ENV -Value "ARTIFACT_NAME=$ARTIFACT_NAME"
 
@@ -160,7 +182,7 @@ jobs:
           Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER2=$WINPYVER2"
 
       - name: Download, verify and extract python standalone
-        if: env.WINPYREQUIREMENTS != ''
+        if: env.WINPYLOCKFILE != ''
         uses: ./.github/actions/python-setup
         with:
           python_source: ${{ steps.python_config.outputs.src }}
@@ -168,7 +190,7 @@ jobs:
           build_location: ${{ env.build_location }}
     
       - name: Download, checking hash and integrating pandoc binary
-        if: env.WINPYREQUIREMENTS != '' && env.PANDOC == '1'
+        if: env.WINPYLOCKFILE != '' && env.PANDOC == '1'
         uses: ./.github/actions/pandoc-setup
         with:
           pandoc_source: ${{ env.pandoc_source }}
@@ -176,30 +198,31 @@ jobs:
           build_location: ${{ env.build_location }}
 
       - name: Upgrade pip and patch launchers
-        if: env.WINPYREQUIREMENTS != ''
+        if: env.WINPYLOCKFILE != ''
         shell: pwsh
         run: |
           & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip --no-warn-script-location 
           & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
 
       - name: Download all requirements
-        if: ${{ env.WINPYREQUIREMENTS != '' }}
+        if: ${{ env.WINPYLOCKFILE != '' }}
         shell: pwsh
         run: |
           $py = "$env:build_location\python\python.exe"
-          & $py -m pip download --dest $env:dotwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTS
-          if ($env:WINPYREQUIREMENTSwhl -ne '') {
-              & $py -m pip download --dest $env:destwheelhouse --no-deps --require-hashes -r $env:WINPYREQUIREMENTSwhl
+          & $py -m pip download --dest $env:dotwheelhouse --no-deps --require-hashes -r $env:WINPYLOCKFILE
+          if ($env:WINPYLOCKFILEwhl -ne '') {
+              & $py -m pip download --dest $env:destwheelhouse --no-deps --require-hashes -r $env:WINPYLOCKFILEwhl
           }
 
-      - name: Install requirements
-        if: env.WINPYREQUIREMENTS != ''
+      - name: Install lockfile
+        if: env.WINPYLOCKFILE != ''
         shell: pwsh
         run: |
-          & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS --no-warn-script-location
+          # & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS --no-warn-script-location
+          & "$env:build_location\python\python.exe" -m pip install --no-deps  -r $env:WINPYLOCKFILE --no-warn-script-location
 
       - name: Generate Assets and Hashes
-        if: env.WINPYREQUIREMENTS != ''
+        if: env.WINPYLOCKFILE != ''
         uses: ./.github/actions/publish-winpython
         with:
           build_location: ${{ env.build_location }}
@@ -214,7 +237,7 @@ jobs:
           format_exe: ${{ matrix.flavor.formats.exe }}
 
       - name: Upload artifacts
-        if: env.WINPYREQUIREMENTS != ''
+        if: env.WINPYLOCKFILE != ''
         uses: actions/upload-artifact@v6
         with:
           name: ${{ env.ARTIFACT_NAME }}

From 96387e85cad1e8dfb1149e91d2bcfa603d6f5b22 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 26 Apr 2026 23:49:14 +0200
Subject: [PATCH 067/157] early test for  b2

---
 .github/workflows/github_workflows_build-2026_02.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 74d4f870..00de245d 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_02"
-  my_release_level: "b1"
+  my_release_level: "b2"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -219,7 +219,7 @@ jobs:
         shell: pwsh
         run: |
           # & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS --no-warn-script-location
-          & "$env:build_location\python\python.exe" -m pip install --no-deps  -r $env:WINPYLOCKFILE --no-warn-script-location
+          & "$env:build_location\python\python.exe" -m pip install --no-deps --require-hashes -r $env:WINPYLOCKFILE --no-warn-script-location
 
       - name: Generate Assets and Hashes
         if: env.WINPYLOCKFILE != ''

From 41055a2ec9d8ad43dfc837ceabca35e832e7ef9b Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Fri, 1 May 2026 14:32:21 +0200
Subject: [PATCH 068/157] WinPython 2026-02 b2

---
 .../pylock.64-3_13_13_0dotb2.toml             |   8 +-
 .../pylock.64-3_13_13_0slimb2.toml            | 144 ++++-----
 .../pylock.64-3_13_13_0whlb2.toml             |   8 +-
 .../pylock.64-3_13_13_0whlb2_wheels.toml      | 283 +++++++++---------
 .../pylock.64-3_14_4_0dotb2.toml              |   8 +-
 .../pylock.64-3_14_4_0freeb2.toml             | 101 +++++++
 .../pylock.64-3_14_4_0slimb2.toml             | 144 ++++-----
 .../pylock.64-3_14_4_0slimfb2.toml            |  88 +++---
 .../pylock.64-3_14_4_0whlb2.toml              |   8 +-
 .../pylock.64-3_14_4_0whlb2_wheels.toml       | 152 +++++-----
 .../requir.64-3_13_13_0dotb2.txt              |  18 ++
 .../requir.64-3_13_13_0slimb2.txt             |  72 ++---
 .../requir.64-3_13_13_0whlb2.txt              |   4 +-
 .../requir.64-3_13_13_0whlb2_wheels.txt       | 138 ++++-----
 .../cycle_2026_02/requir.64-3_14_4_0dotb2.txt |   4 +-
 .../requir.64-3_14_4_0freeb2.txt              |   4 +-
 .../requir.64-3_14_4_0slimb2.txt              |  72 ++---
 .../requir.64-3_14_4_0slimfb2.txt             |  44 +--
 .../cycle_2026_02/requir.64-3_14_4_0whlb2.txt |   4 +-
 .../requir.64-3_14_4_0whlb2_wheels.txt        |  76 ++---
 20 files changed, 756 insertions(+), 624 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_4_0freeb2.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb2.txt

diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml
index 1db355bb..70d76698 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb2.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
 [[packages]]
 name = "packaging"
-version = "26.0"
+version = "26.2"
 
 [[packages.wheels]]
-name = "packaging-26.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl"
+name = "packaging-26.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"
+sha256 = "5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
index c2bab1ca..7e455a32 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb2.toml
@@ -1048,14 +1048,14 @@ sha256 = "23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c"
 
 [[packages]]
 name = "fastapi"
-version = "0.135.1"
+version = "0.136.1"
 
 [[packages.wheels]]
-name = "fastapi-0.135.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e4/72/42e900510195b23a56bde950d26a51f8b723846bfcaa0286e90287f0422b/fastapi-0.135.1-py3-none-any.whl"
+name = "fastapi-0.136.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/5a/ff/2e4eca3ade2c22fe1dea7043b8ee9dabe47753349eb1b56a202de8af6349/fastapi-0.136.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e"
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@@ -1565,14 +1565,14 @@ sha256 = "0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"
 
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 name = "huggingface-hub"
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-url = "https://files.pythonhosted.org/packages/7e/2b/ef03ddb96bd1123503c2bd6932001020292deea649e9bf4caa2cb65a85bf/huggingface_hub-1.12.0-py3-none-any.whl"
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+sha256 = "e942cb50d6a08dd5306688b1ac05bda157fd2fcc88b63dae405f7bd0d3234005"
 
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@@ -1785,14 +1785,14 @@ sha256 = "a09c4f0ff86490cc62aed45e53b912fb706e3ec3506c4a51ce4a670d6667f5ce"
 
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 name = "ipython"
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-url = "https://files.pythonhosted.org/packages/b2/90/45c72becc57158facc6a6404f663b77bbcea2519ca57f760e2879ae1315d/ipython-9.11.0-py3-none-any.whl"
+name = "ipython-9.12.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/59/22/906c8108974c673ebef6356c506cebb6870d48cedea3c41e949e2dd556bb/ipython-9.12.0-py3-none-any.whl"
 
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@@ -1895,14 +1895,14 @@ sha256 = "f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"
 
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 name = "jaraco-context"
-version = "6.1.0"
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-url = "https://files.pythonhosted.org/packages/8d/48/aa685dbf1024c7bd82bede569e3a85f82c32fd3d79ba5fea578f0159571a/jaraco_context-6.1.0-py3-none-any.whl"
+name = "jaraco_context-6.1.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f2/58/bc8954bda5fcda97bd7c19be11b85f91973d67a706ed4a3aec33e7de22db/jaraco_context-6.1.2-py3-none-any.whl"
 
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+sha256 = "bf8150b79a2d5d91ae48629d8b427a8f7ba0e1097dd6202a9059f29a36379535"
 
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 name = "jaraco-functools"
@@ -2148,14 +2148,14 @@ sha256 = "55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14"
 
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 name = "jupyterlab"
-version = "4.5.6"
+version = "4.5.7"
 
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-name = "jupyterlab-4.5.6-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/e1/1b/dad6fdcc658ed7af26fdf3841e7394072c9549a8b896c381ab49dd11e2d9/jupyterlab-4.5.6-py3-none-any.whl"
+name = "jupyterlab-4.5.7-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/3d/aa/537b8f7d80e799af19af35fb3ddfc970b951088a13c57dd9387dcfbb7f61/jupyterlab-4.5.7-py3-none-any.whl"
 
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+sha256 = "fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d"
 
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 name = "jupyterlab-pygments"
@@ -2225,14 +2225,14 @@ sha256 = "0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276"
 
 [[packages]]
 name = "langchain"
-version = "1.2.15"
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-url = "https://files.pythonhosted.org/packages/3f/e8/a3b8cb0005553f6a876865073c81ef93bd7c5b18381bcb9ba4013af96ebc/langchain-1.2.15-py3-none-any.whl"
+name = "langchain-1.2.17-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/cf/b183dba8667f7b6d1be546fb8089a3bc3bc12b514f551f5317ae03815770/langchain-1.2.17-py3-none-any.whl"
 
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+sha256 = "ff881cdfbe90e0b6afac42eea7999657c282cc73db059c910d803f4e9f8ff305"
 
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@@ -2247,47 +2247,47 @@ sha256 = "d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274"
 
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+sha256 = "b91b765712a2311a5b198760f714b7ab9b376d01c047ed78d9b9a3e80df802a3"
 
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 name = "langgraph-prebuilt"
-version = "1.0.9"
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-url = "https://files.pythonhosted.org/packages/1d/a2/8368ac187b75e7f9d938ca075d34f116683f5cfc48d924029ee79aea147b/langgraph_prebuilt-1.0.9-py3-none-any.whl"
+name = "langgraph_prebuilt-1.0.13-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/69/ef/5ada0bef4013ef5ae53a0ca1de5736517f1076a54d313f156ca545ec65d5/langgraph_prebuilt-1.0.13-py3-none-any.whl"
 
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@@ -2302,14 +2302,14 @@ sha256 = "44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327"
 
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 name = "langsmith"
-version = "0.7.36"
+version = "0.8.0"
 
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-url = "https://files.pythonhosted.org/packages/f3/8d/3ca31ae3a4a437191243ad6d9061ede9367440bb7dc9a0da1ecc2c2a4865/langsmith-0.7.36-py3-none-any.whl"
+name = "langsmith-0.8.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl"
 
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+sha256 = "12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef"
 
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@@ -2489,14 +2489,14 @@ sha256 = "9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5"
 
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-version = "3.10.8"
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-url = "https://files.pythonhosted.org/packages/64/40/37612487cc8a437d4dd261b32ca21fe2d79510fe74af74e1f42becb1bdb8/matplotlib-3.10.8-cp313-cp313-win_amd64.whl"
+name = "matplotlib-3.10.9-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/c5/e0/0840fd2f93da988ec660b8ad1984abe9f25d2aed22a5e394ff1c68c88307/matplotlib-3.10.9-cp313-cp313-win_amd64.whl"
 
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+sha256 = "f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921"
 
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 name = "notebook"
-version = "7.5.5"
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-url = "https://files.pythonhosted.org/packages/f8/aa/cbd1deb9f07446241e88f8d5fecccd95b249bca0b4e5482214a4d1714c49/notebook-7.5.5-py3-none-any.whl"
+name = "notebook-7.5.6-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e9/d6/1fd0646b9bbd9efbb0b8ae21b2325fbef515769a5621c03e31d8eb8da587/notebook-7.5.6-py3-none-any.whl"
 
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@@ -2951,25 +2951,25 @@ sha256 = "3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b"
 
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-url = "https://files.pythonhosted.org/packages/05/fb/a592736d968c2f58e12de4d52088dda8e0e724b26ad5c0487263adb45875/onnxruntime-1.24.4-cp313-cp313-win_amd64.whl"
+name = "onnxruntime-1.25.1-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/50/83/47964ac7e2f7e2f9e83c69ec466642c6835466252cc2ef0561eafeb56b66/onnxruntime-1.25.1-cp313-cp313-win_amd64.whl"
 
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+name = "packaging-26.2-py3-none-any.whl"
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@@ -4579,14 +4579,14 @@ sha256 = "efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489"
 
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+name = "ruff-0.15.12-py3-none-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/33/f1/9614e03e1cdcbf9437570b5400ced8a720b5db22b28d8e0f1bda429f660d/ruff-0.15.12-py3-none-win_amd64.whl"
 
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@@ -5063,14 +5063,14 @@ sha256 = "d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"
 
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+name = "starlette-1.0.0-py3-none-any.whl"
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+sha256 = "d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b"
 
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2.toml
index 1db355bb..70d76698 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2.toml
@@ -25,14 +25,14 @@ sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
 
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+name = "packaging-26.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl"
 
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 [[packages]]
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2_wheels.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2_wheels.toml
index 704ebf30..9a55836d 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2_wheels.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb2_wheels.toml
@@ -102,14 +102,14 @@ sha256 = "f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6"
 
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0dotb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0dotb2.toml
index 1db355bb..70d76698 100644
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml
index 178774e4..fab5d4f9 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimb2.toml
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml
index fe2a043b..7d8f7fe5 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0slimfb2.toml
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@@ -2016,14 +2016,14 @@ sha256 = "55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14"
 
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-version = "4.5.6"
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+name = "matplotlib-3.10.9-cp314-cp314t-win_amd64.whl"
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+name = "notebook-7.5.6-py3-none-any.whl"
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2.toml
index 1db355bb..70d76698 100644
--- a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2.toml
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2.toml
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml
index 0514aa6d..16a9d012 100644
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+++ b/winpython/portable/cycle_2026_02/pylock.64-3_14_4_0whlb2_wheels.toml
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 name = "jupyterlab-pygments"
@@ -2126,14 +2126,14 @@ sha256 = "d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e"
 
 [[packages]]
 name = "langchain"
-version = "1.2.15"
+version = "1.2.17"
 
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-name = "langchain-1.2.15-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/3f/e8/a3b8cb0005553f6a876865073c81ef93bd7c5b18381bcb9ba4013af96ebc/langchain-1.2.15-py3-none-any.whl"
+name = "langchain-1.2.17-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/cf/b183dba8667f7b6d1be546fb8089a3bc3bc12b514f551f5317ae03815770/langchain-1.2.17-py3-none-any.whl"
 
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-sha256 = "e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874"
+sha256 = "ff881cdfbe90e0b6afac42eea7999657c282cc73db059c910d803f4e9f8ff305"
 
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 name = "langchain-core"
@@ -2148,47 +2148,47 @@ sha256 = "d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274"
 
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 name = "langchain-protocol"
-version = "0.0.11"
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-url = "https://files.pythonhosted.org/packages/0b/fa/6a8ecad8472b182f2caf9d83fd89f40fc1590cb96546d90089b7869b7f5e/langchain_protocol-0.0.11-py3-none-any.whl"
+name = "langchain_protocol-0.0.14-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c2/e9/06c47ecb2aff08f83dfa30058da3bf86be64862c19569043ed5331bbeecd/langchain_protocol-0.0.14-py3-none-any.whl"
 
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-sha256 = "364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011"
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 name = "langgraph-prebuilt"
-version = "1.0.9"
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-name = "langgraph_prebuilt-1.0.9-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/1d/a2/8368ac187b75e7f9d938ca075d34f116683f5cfc48d924029ee79aea147b/langgraph_prebuilt-1.0.9-py3-none-any.whl"
+name = "langgraph_prebuilt-1.0.13-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/69/ef/5ada0bef4013ef5ae53a0ca1de5736517f1076a54d313f156ca545ec65d5/langgraph_prebuilt-1.0.13-py3-none-any.whl"
 
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 name = "langgraph-sdk"
@@ -2203,14 +2203,14 @@ sha256 = "44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327"
 
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 name = "langsmith"
-version = "0.7.36"
+version = "0.8.0"
 
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-name = "langsmith-0.7.36-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/f3/8d/3ca31ae3a4a437191243ad6d9061ede9367440bb7dc9a0da1ecc2c2a4865/langsmith-0.7.36-py3-none-any.whl"
+name = "langsmith-0.8.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl"
 
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-sha256 = "e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654"
+sha256 = "12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef"
 
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 name = "lazy-loader"
@@ -2346,14 +2346,14 @@ sha256 = "bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581"
 
 [[packages]]
 name = "matplotlib"
-version = "3.10.8"
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-url = "https://files.pythonhosted.org/packages/93/a5/de89ac80f10b8dc615807ee1133cd99ac74082581196d4d9590bea10690d/matplotlib-3.10.8-cp314-cp314-win_amd64.whl"
+name = "matplotlib-3.10.9-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/ab/1a/5a4f747a8b271cbb024946d2dd3c913ab5032ba430626f8c3528ada96b4b/matplotlib-3.10.9-cp314-cp314-win_amd64.whl"
 
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+sha256 = "336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f"
 
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 name = "matplotlib-inline"
@@ -2709,14 +2709,14 @@ sha256 = "1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a"
 
 [[packages]]
 name = "notebook"
-version = "7.5.5"
+version = "7.5.6"
 
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-name = "notebook-7.5.5-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/f8/aa/cbd1deb9f07446241e88f8d5fecccd95b249bca0b4e5482214a4d1714c49/notebook-7.5.5-py3-none-any.whl"
+name = "notebook-7.5.6-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e9/d6/1fd0646b9bbd9efbb0b8ae21b2325fbef515769a5621c03e31d8eb8da587/notebook-7.5.6-py3-none-any.whl"
 
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-sha256 = "a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8"
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 name = "notebook-shim"
@@ -2764,25 +2764,25 @@ sha256 = "3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b"
 
 [[packages]]
 name = "onnxruntime"
-version = "1.24.4"
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-url = "https://files.pythonhosted.org/packages/ef/60/4590910841bb28bd3b4b388a9efbedf4e2d2cca99ddf0c863642b4e87814/onnxruntime-1.24.4-cp314-cp314-win_amd64.whl"
+name = "onnxruntime-1.25.1-cp314-cp314-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/5a/b1/b15db965e6a68bc47ca7eb584de4e6b3d2d2f484d46cc57f715b596f6528/onnxruntime-1.25.1-cp314-cp314-win_amd64.whl"
 
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+sha256 = "2affc9d2fd9ab013b9c9637464e649a0cca870d57ae18bfef74180eee65c3369"
 
 [[packages]]
 name = "openai"
-version = "2.30.0"
+version = "2.33.0"
 
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-name = "openai-2.30.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/2a/9e/5bfa2270f902d5b92ab7d41ce0475b8630572e71e349b2a4996d14bdda93/openai-2.30.0-py3-none-any.whl"
+name = "openai-2.33.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7d/32/37734d769bc8b42e4938785313cc05aade6cb0fa72479d3220a0d61a4e78/openai-2.33.0-py3-none-any.whl"
 
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 name = "openpyxl"
@@ -2929,14 +2929,14 @@ sha256 = "e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b"
 
 [[packages]]
 name = "packaging"
-version = "26.0"
+version = "26.2"
 
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-name = "packaging-26.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/b7/b9/c538f279a4e237a006a2c98387d081e9eb060d203d8ed34467cc0f0b9b53/packaging-26.0-py3-none-any.whl"
+name = "packaging-26.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl"
 
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+sha256 = "5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"
 
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 name = "pandas"
@@ -3072,14 +3072,14 @@ sha256 = "4e6c62e9d237e9b65fac06857d511e90d8461a32adcc1b9065ea0c0fa3a28150"
 
 [[packages]]
 name = "pip"
-version = "26.0.1"
+version = "26.1"
 
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-url = "https://files.pythonhosted.org/packages/de/f0/c81e05b613866b76d2d1066490adf1a3dbc4ee9d9c839961c3fc8a6997af/pip-26.0.1-py3-none-any.whl"
+name = "pip-26.1-py3-none-any.whl"
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+sha256 = "4e8486d821d814b77319acb7b9e8bf5a4ee7590a643e7cb21029f209be8573c1"
 
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 name = "pipdeptree"
@@ -4348,14 +4348,14 @@ sha256 = "efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489"
 
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 name = "ruff"
-version = "0.15.1"
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-url = "https://files.pythonhosted.org/packages/e0/5e/d4ccc8a27ecdb78116feac4935dfc39d1304536f4296168f91ed3ec00cd2/ruff-0.15.1-py3-none-win_amd64.whl"
+name = "ruff-0.15.12-py3-none-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/33/f1/9614e03e1cdcbf9437570b5400ced8a720b5db22b28d8e0f1bda429f660d/ruff-0.15.12-py3-none-win_amd64.whl"
 
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+sha256 = "c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d"
 
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 name = "rx"
@@ -4832,14 +4832,14 @@ sha256 = "d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"
 
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+sha256 = "d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b"
 
 [[packages]]
 name = "statsmodels"
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb2.txt
new file mode 100644
index 00000000..516556bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb2.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
index 24d32b29..6f05324e 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb2.txt
@@ -188,8 +188,8 @@ faker==40.4.0 \
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 fasta2a==0.6.0 \
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-fastapi==0.135.1 \
-    --hash=sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e
+fastapi==0.136.1 \
+    --hash=sha256:a6e9d7eeada96c93a4d69cb03836b44fa34e2854accb7244a1ece36cd4781c3f
 fastavro==1.12.1 \
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 fastjsonschema==2.21.2 \
@@ -282,8 +282,8 @@ httpx==0.28.1 \
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 httpx-sse==0.4.3 \
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-huggingface-hub==1.12.0 \
-    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
+huggingface-hub==1.13.0 \
+    --hash=sha256:e942cb50d6a08dd5306688b1ac05bda157fd2fcc88b63dae405f7bd0d3234005
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.2 \
@@ -322,8 +322,8 @@ ipyleaflet==0.20.0 \
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 ipympl==0.10.0 \
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+ipython==9.12.0 \
+    --hash=sha256:0f2701e8ee86e117e37f50563205d36feaa259d2e08d4a6bc6b6d74b18ce128d
 ipython-genutils==0.2.0 \
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 ipython-pygments-lexers==1.1.1 \
@@ -342,8 +342,8 @@ janus==2.0.0 \
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 jaraco-classes==3.4.0 \
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-jaraco-context==6.1.0 \
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+jaraco-context==6.1.2 \
+    --hash=sha256:bf8150b79a2d5d91ae48629d8b427a8f7ba0e1097dd6202a9059f29a36379535
 jaraco-functools==4.4.0 \
     --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
@@ -388,8 +388,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.6 \
-    --hash=sha256:d6b3dac883aa4d9993348e0f8e95b24624f75099aed64eab6a4351a9cdd1e580
+jupyterlab==4.5.7 \
+    --hash=sha256:fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -402,22 +402,22 @@ keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.5.0 \
     --hash=sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276
-langchain==1.2.15 \
-    --hash=sha256:e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874
+langchain==1.2.17 \
+    --hash=sha256:ff881cdfbe90e0b6afac42eea7999657c282cc73db059c910d803f4e9f8ff305
 langchain-core==1.3.2 \
     --hash=sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274
-langchain-protocol==0.0.11 \
-    --hash=sha256:364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011
-langgraph==1.1.9 \
-    --hash=sha256:7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2
-langgraph-checkpoint==4.0.1 \
-    --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034
-langgraph-prebuilt==1.0.9 \
-    --hash=sha256:776c8e3154a5aef5ad0e5bf3f263f2dcaab3983786cc20014b7f955d99d2d1b2
+langchain-protocol==0.0.14 \
+    --hash=sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047
+langgraph==1.1.10 \
+    --hash=sha256:8a4f163f72f4401648d0c11b48ee906947d938ba8cf1f474540fe591534f0d17
+langgraph-checkpoint==4.0.3 \
+    --hash=sha256:b91b765712a2311a5b198760f714b7ab9b376d01c047ed78d9b9a3e80df802a3
+langgraph-prebuilt==1.0.13 \
+    --hash=sha256:7055e9fad41fbd3593800aed0aea0a6e974b17f33ed51b80d3d3a031212dd7c0
 langgraph-sdk==0.3.12 \
     --hash=sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327
-langsmith==0.7.36 \
-    --hash=sha256:e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654
+langsmith==0.8.0 \
+    --hash=sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -450,8 +450,8 @@ markitdown==0.1.5 \
     --hash=sha256:5180a9a841e20fc01c2c09dbc5d039638429bbebcdc2af1b2615c3c427840434
 markupsafe==3.0.3 \
     --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5
-matplotlib==3.10.8 \
-    --hash=sha256:e8ea3e2d4066083e264e75c829078f9e149fa119d27e19acd503de65e0b13149
+matplotlib==3.10.9 \
+    --hash=sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
 maturin==1.12.6 \
@@ -524,8 +524,8 @@ nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
 nltk==3.9.2 \
     --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
-notebook==7.5.5 \
-    --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
+notebook==7.5.6 \
+    --hash=sha256:4dde3f8fb55fa8fb7946d58c6e869ce9baf46d00fc070664f62604569d0faca0
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numba==0.65.1 \
@@ -534,10 +534,10 @@ numpy==2.4.4 \
     --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf
 numpydoc==1.10.0 \
     --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
-onnxruntime==1.24.4 \
-    --hash=sha256:3b6ba8b0181a3aa88edab00eb01424ffc06f42e71095a91186c2249415fcff93
-openai==2.30.0 \
-    --hash=sha256:9a5ae616888eb2748ec5e0c5b955a51592e0b201a11f4262db920f2a78c5231d
+onnxruntime==1.25.1 \
+    --hash=sha256:08717d6eee2820807ba60b1b17032af207bd7aaca5b6c4abaee71f83feae877b
+openai==2.33.0 \
+    --hash=sha256:03ac37d70e8c9e3a8124214e3afa785e2cbc12e627fbd98177a086ef2fd87ad5
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -564,8 +564,8 @@ osqp==1.1.1 \
     --hash=sha256:b1bd86a9fb19f484705acdff47ec89d68af5c12fba9def921df503bc6bca8e39
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pandas==3.0.2 \
     --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991
 pandocfilters==1.5.1 \
@@ -830,8 +830,8 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.1 \
     --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
-ruff==0.15.1 \
-    --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
+ruff==0.15.12 \
+    --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
@@ -918,8 +918,8 @@ sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-starlette==0.52.1 \
-    --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+starlette==1.0.0 \
+    --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b
 statsmodels==0.14.6 \
     --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233
 streamlit==1.56.0 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt
index 38727341..516556bb 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==82.0.1 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt
index 684e0047..af943095 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb2_wheels.txt
@@ -16,14 +16,14 @@ alabaster==1.0.0 \
     --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
 alembic==1.17.2 \
     --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
-altair==6.0.0 \
-    --hash=sha256:09ae95b53d5fe5b16987dccc785a7af8588f2dca50de1e7a156efa8a461515f8
+altair==6.1.0 \
+    --hash=sha256:fdf5fd939512e5b2fc4441c82dfd2635e706defbd037db0ac429ef5ddce66c3b
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
-anthropic==0.91.0 \
-    --hash=sha256:b8672878642774198aa6272f40eb526b9ca11c2a72d4a935d867d445c7371f68
+anthropic==0.97.0 \
+    --hash=sha256:8a1a472dfabcfc0c52ff6a3eecf724ac7e07107a2f6e2367be55ceb42f5d5613
 anyio==4.13.0 \
     --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
 anywidget==0.9.21 \
@@ -176,8 +176,8 @@ faker==40.4.0 \
     --hash=sha256:486d43c67ebbb136bc932406418744f9a0bdf2c07f77703ea78b58b77e9aa443
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.135.1 \
-    --hash=sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e
+fastapi==0.136.1 \
+    --hash=sha256:a6e9d7eeada96c93a4d69cb03836b44fa34e2854accb7244a1ece36cd4781c3f
 fastavro==1.12.1 \
     --hash=sha256:5aa777b8ee595b50aa084104cd70670bf25a7bbb9fd8bb5d07524b0785ee1699
 fastjsonschema==2.21.2 \
@@ -238,16 +238,16 @@ greenlet==3.4.0 \
     --hash=sha256:849f8bc17acd6295fcb5de8e46d55cc0e52381c56eaf50a2afd258e97bc65940
 griffe==1.15.0 \
     --hash=sha256:6f6762661949411031f5fcda9593f586e6ce8340f0ba88921a0f2ef7a81eb9a3
-groq==1.0.0 \
-    --hash=sha256:6e22bf92ffad988f01d2d4df7729add66b8fd5dbfb2154b5bbf3af245b72c731
-guidata==3.14.2 \
-    --hash=sha256:593f6fcbe632dbfb8ae006c73e07aa1c482b0f07054b940ba87ee849f1a842ca
+groq==1.2.0 \
+    --hash=sha256:1002060a743b27c8f86765e1bc9749c98498e961d9fe2e4902bf7804a71c3c84
+guidata==3.14.3 \
+    --hash=sha256:9a51097cd0563a695054a9a6db9f584af5ec6dbb1922b5fdda87486095ba16e0
 h11==0.16.0 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
 h2==4.3.0 \
     --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
-h5py==3.15.1 \
-    --hash=sha256:dea78b092fd80a083563ed79a3171258d4a4d307492e7cf8b2313d464c82ba52
+h5py==3.16.0 \
+    --hash=sha256:18f2bbcd545e6991412253b98727374c356d67caa920e68dc79eab36bf5fedad
 hatchling==1.29.0 \
     --hash=sha256:50af9343281f34785fab12da82e445ed987a6efb34fd8c2fc0f6e6630dbcc1b0
 hf-xet==1.4.3 \
@@ -266,8 +266,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.9.0 \
-    --hash=sha256:2999328c058d39fd19ab748dd09bd4da2fbaa4f4c1ddea823eab103051e14a1f
+huggingface-hub==1.13.0 \
+    --hash=sha256:e942cb50d6a08dd5306688b1ac05bda157fd2fcc88b63dae405f7bd0d3234005
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hypercorn==0.18.0 \
@@ -304,8 +304,8 @@ ipyleaflet==0.20.0 \
     --hash=sha256:b4c20ddc0b17d68e226cd3367ca2215a4db7e2b14374468c0eeaa54b53e4d173
 ipympl==0.10.0 \
     --hash=sha256:a09c4f0ff86490cc62aed45e53b912fb706e3ec3506c4a51ce4a670d6667f5ce
-ipython==9.11.0 \
-    --hash=sha256:6922d5bcf944c6e525a76a0a304451b60a2b6f875e86656d8bc2dfda5d710e19
+ipython==9.12.0 \
+    --hash=sha256:0f2701e8ee86e117e37f50563205d36feaa259d2e08d4a6bc6b6d74b18ce128d
 ipython-genutils==0.2.0 \
     --hash=sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8
 ipython-pygments-lexers==1.1.1 \
@@ -324,8 +324,8 @@ janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.1.0 \
-    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-context==6.1.2 \
+    --hash=sha256:bf8150b79a2d5d91ae48629d8b427a8f7ba0e1097dd6202a9059f29a36379535
 jaraco-functools==4.4.0 \
     --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
@@ -370,8 +370,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.6 \
-    --hash=sha256:d6b3dac883aa4d9993348e0f8e95b24624f75099aed64eab6a4351a9cdd1e580
+jupyterlab==4.5.7 \
+    --hash=sha256:fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -384,20 +384,22 @@ keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.5.0 \
     --hash=sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276
-langchain==1.2.15 \
-    --hash=sha256:e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874
-langchain-core==1.2.26 \
-    --hash=sha256:3d0a3913dff77a930b017a05afe979e4959d27bec0c77ee51f9a100754510509
-langgraph==1.1.6 \
-    --hash=sha256:fdbf5f54fa5a5a4c4b09b7b5e537f1b2fa283d2f0f610d3457ddeecb479458b9
-langgraph-checkpoint==4.0.1 \
-    --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034
-langgraph-prebuilt==1.0.9 \
-    --hash=sha256:776c8e3154a5aef5ad0e5bf3f263f2dcaab3983786cc20014b7f955d99d2d1b2
+langchain==1.2.17 \
+    --hash=sha256:ff881cdfbe90e0b6afac42eea7999657c282cc73db059c910d803f4e9f8ff305
+langchain-core==1.3.2 \
+    --hash=sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274
+langchain-protocol==0.0.14 \
+    --hash=sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047
+langgraph==1.1.10 \
+    --hash=sha256:8a4f163f72f4401648d0c11b48ee906947d938ba8cf1f474540fe591534f0d17
+langgraph-checkpoint==4.0.3 \
+    --hash=sha256:b91b765712a2311a5b198760f714b7ab9b376d01c047ed78d9b9a3e80df802a3
+langgraph-prebuilt==1.0.13 \
+    --hash=sha256:7055e9fad41fbd3593800aed0aea0a6e974b17f33ed51b80d3d3a031212dd7c0
 langgraph-sdk==0.3.12 \
     --hash=sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327
-langsmith==0.7.25 \
-    --hash=sha256:55ecc24c547f6c79b5a684ff8685c669eec34e52fcac5d2c0af7d613aef5a632
+langsmith==0.8.0 \
+    --hash=sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -416,14 +418,14 @@ lxml==6.0.2 \
     --hash=sha256:b30d46379644fbfc3ab81f8f82ae4de55179414651f110a1514f0b1f8f6cb2d7
 mako==1.3.10 \
     --hash=sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59
-markdown==3.10 \
-    --hash=sha256:b5b99d6951e2e4948d939255596523444c0e677c669700b1d17aa4a8a464cb7c
+markdown==3.10.2 \
+    --hash=sha256:e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36
 markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markupsafe==3.0.3 \
     --hash=sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5
-matplotlib==3.10.8 \
-    --hash=sha256:e8ea3e2d4066083e264e75c829078f9e149fa119d27e19acd503de65e0b13149
+matplotlib==3.10.9 \
+    --hash=sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
 maturin==1.12.6 \
@@ -472,8 +474,8 @@ mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 namex==0.1.0 \
     --hash=sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c
-narwhals==2.18.1 \
-    --hash=sha256:a0a8bb80205323851338888ba3a12b4f65d352362c8a94be591244faf36504ad
+narwhals==2.19.0 \
+    --hash=sha256:1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b
 nbclient==0.10.4 \
     --hash=sha256:9162df5a7373d70d606527300a95a975a47c137776cd942e52d9c7e29ff83440
 nbconvert==7.17.0 \
@@ -488,20 +490,20 @@ nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
 nltk==3.9.2 \
     --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
-notebook==7.5.5 \
-    --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
+notebook==7.5.6 \
+    --hash=sha256:4dde3f8fb55fa8fb7946d58c6e869ce9baf46d00fc070664f62604569d0faca0
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
-numba==0.65.0 \
-    --hash=sha256:6254e73b9c929dc736a1fbd3d6f5680789709a5067cae1fa7198707385129c04
+numba==0.65.1 \
+    --hash=sha256:85be74c0d036842699a30058f82fb88fc5ffdc59f7615cab5792ea92914c9b62
 numpy==2.4.4 \
     --hash=sha256:5c70f1cc1c4efbe316a572e2d8b9b9cc44e89b95f79ca3331553fbb63716e2bf
 numpydoc==1.10.0 \
     --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
-onnxruntime==1.24.4 \
-    --hash=sha256:3b6ba8b0181a3aa88edab00eb01424ffc06f42e71095a91186c2249415fcff93
-openai==2.30.0 \
-    --hash=sha256:9a5ae616888eb2748ec5e0c5b955a51592e0b201a11f4262db920f2a78c5231d
+onnxruntime==1.25.1 \
+    --hash=sha256:08717d6eee2820807ba60b1b17032af207bd7aaca5b6c4abaee71f83feae877b
+openai==2.33.0 \
+    --hash=sha256:03ac37d70e8c9e3a8124214e3afa785e2cbc12e627fbd98177a086ef2fd87ad5
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -516,8 +518,8 @@ opentelemetry-sdk==1.38.0 \
     --hash=sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b
 opentelemetry-semantic-conventions==0.59b0 \
     --hash=sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed
-optree==0.18.0 \
-    --hash=sha256:5b75e32c191e4b8cf42a8aa854ed264df82936136c0bcad77be44605da41cdfc
+optree==0.19.0 \
+    --hash=sha256:bc0c6c9f99fb90e3a20a8b94c219e6b03e585f65ab9a11c9acd1511a5f885f79
 optuna==4.7.0 \
     --hash=sha256:e41ec84018cecc10eabf28143573b1f0bde0ba56dba8151631a590ecbebc1186
 orjson==3.11.7 \
@@ -528,8 +530,8 @@ osqp==1.1.1 \
     --hash=sha256:b1bd86a9fb19f484705acdff47ec89d68af5c12fba9def921df503bc6bca8e39
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pandas==3.0.2 \
     --hash=sha256:07a10f5c36512eead51bc578eb3354ad17578b22c013d89a796ab5eee90cd991
 pandocfilters==1.5.1 \
@@ -554,8 +556,8 @@ pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
 pillow==12.2.0 \
     --hash=sha256:390ede346628ccc626e5730107cde16c42d3836b89662a115a921f28440e6a3b
-pip==26.0.1 \
-    --hash=sha256:bdb1b08f4274833d62c1aa29e20907365a2ceb950410df15fc9521bad440122b
+pip==26.1 \
+    --hash=sha256:4e8486d821d814b77319acb7b9e8bf5a4ee7590a643e7cb21029f209be8573c1
 pipdeptree==2.34.0 \
     --hash=sha256:4f5b77c07871103f6cf3c402093263609cbfd4e2ce3402bc8b9a7e984b2c6265
 platformdirs==4.9.4 \
@@ -564,14 +566,14 @@ plotly==6.6.0 \
     --hash=sha256:8d6daf0f87412e0c0bfe72e809d615217ab57cc715899a1e5145135a7800d1d0
 plotnine==0.15.3 \
     --hash=sha256:39fd2ab8b6465275c8a283ce20d4b743dd865e94c74ae7d7d6f21a7eb31f62c1
-plotpy==2.8.4 \
-    --hash=sha256:41c019782911370c53ff55e78312b17c2664e328d79454da25221565f6e24152
+plotpy==2.9.0 \
+    --hash=sha256:931e97d73d8f833ed5edb6dfc9f19f1a416e9257a910f12e3aa6c444c8fe26f1
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-polars==1.40.0 \
-    --hash=sha256:60b1d677ca363e2fc6fdea8c3d16c0653fd52cc37f0249e0f29d9536d5aa45ef
-polars-runtime-32==1.40.0 \
-    --hash=sha256:a916040e0b7f461ce987e4551fed9eea5914b4fbb5af907b1d9e80db71fadeb5
+polars==1.40.1 \
+    --hash=sha256:c0f861219d1319cdea45c4ce4d30355a47176b8f98dcedf95ea8269f131b8abd
+polars-runtime-32==1.40.1 \
+    --hash=sha256:f78bb2abd00101cbb23cc0cb068f7e36e081057a15d2ec2dde3dda280709f030
 prettytable==3.17.0 \
     --hash=sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287
 prince==0.17.0 \
@@ -610,12 +612,12 @@ pycodestyle==2.12.1 \
     --hash=sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3
 pycparser==3.0 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
-pydantic==2.12.5 \
-    --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d
+pydantic==2.13.3 \
+    --hash=sha256:6db14ac8dfc9a1e57f87ea2c0de670c251240f43cb0c30a5130e9720dc612927
 pydantic-ai-slim==1.12.0 \
     --hash=sha256:3007c93e4c0b28f6bd87ebe0eec3cc27b2c7639a26d806ab09d9a6944ec5872a
-pydantic-core==2.41.5 \
-    --hash=sha256:79ec52ec461e99e13791ec6508c722742ad745571f234ea6255bed38c6480f11
+pydantic-core==2.46.3 \
+    --hash=sha256:68cc7866ed863db34351294187f9b729964c371ba33e31c26f478471c52e1ed0
 pydantic-evals==1.12.0 \
     --hash=sha256:01e458f7acbb4ab5f386a35dfd98356a4d055e505f36bb235988abba1833e0b3
 pydantic-graph==1.12.0 \
@@ -786,8 +788,8 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.1 \
     --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
-ruff==0.15.1 \
-    --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
+ruff==0.15.12 \
+    --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
@@ -874,8 +876,8 @@ sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-starlette==0.52.1 \
-    --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+starlette==1.0.0 \
+    --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b
 statsmodels==0.14.6 \
     --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233
 streamlit==1.56.0 \
@@ -960,8 +962,8 @@ urllib3==2.6.3 \
     --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
 uuid-utils==0.14.0 \
     --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
-uvicorn==0.41.0 \
-    --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
 vega-datasets==0.9.0 \
     --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 waitress==3.0.2 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt
index 38727341..516556bb 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0dotb2.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==82.0.1 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt
index 38727341..516556bb 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0freeb2.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==82.0.1 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
index 33e333b5..0b77bbd2 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimb2.txt
@@ -188,8 +188,8 @@ faker==40.4.0 \
     --hash=sha256:486d43c67ebbb136bc932406418744f9a0bdf2c07f77703ea78b58b77e9aa443
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.135.1 \
-    --hash=sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e
+fastapi==0.136.1 \
+    --hash=sha256:a6e9d7eeada96c93a4d69cb03836b44fa34e2854accb7244a1ece36cd4781c3f
 fastavro==1.12.1 \
     --hash=sha256:792356d320f6e757e89f7ac9c22f481e546c886454a6709247f43c0dd7058004
 fastjsonschema==2.21.2 \
@@ -282,8 +282,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.12.0 \
-    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
+huggingface-hub==1.13.0 \
+    --hash=sha256:e942cb50d6a08dd5306688b1ac05bda157fd2fcc88b63dae405f7bd0d3234005
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.2 \
@@ -322,8 +322,8 @@ ipyleaflet==0.20.0 \
     --hash=sha256:b4c20ddc0b17d68e226cd3367ca2215a4db7e2b14374468c0eeaa54b53e4d173
 ipympl==0.10.0 \
     --hash=sha256:a09c4f0ff86490cc62aed45e53b912fb706e3ec3506c4a51ce4a670d6667f5ce
-ipython==9.11.0 \
-    --hash=sha256:6922d5bcf944c6e525a76a0a304451b60a2b6f875e86656d8bc2dfda5d710e19
+ipython==9.12.0 \
+    --hash=sha256:0f2701e8ee86e117e37f50563205d36feaa259d2e08d4a6bc6b6d74b18ce128d
 ipython-genutils==0.2.0 \
     --hash=sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8
 ipython-pygments-lexers==1.1.1 \
@@ -342,8 +342,8 @@ janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.1.0 \
-    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-context==6.1.2 \
+    --hash=sha256:bf8150b79a2d5d91ae48629d8b427a8f7ba0e1097dd6202a9059f29a36379535
 jaraco-functools==4.4.0 \
     --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
@@ -388,8 +388,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.6 \
-    --hash=sha256:d6b3dac883aa4d9993348e0f8e95b24624f75099aed64eab6a4351a9cdd1e580
+jupyterlab==4.5.7 \
+    --hash=sha256:fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -402,22 +402,22 @@ keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.5.0 \
     --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e
-langchain==1.2.15 \
-    --hash=sha256:e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874
+langchain==1.2.17 \
+    --hash=sha256:ff881cdfbe90e0b6afac42eea7999657c282cc73db059c910d803f4e9f8ff305
 langchain-core==1.3.2 \
     --hash=sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274
-langchain-protocol==0.0.11 \
-    --hash=sha256:364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011
-langgraph==1.1.9 \
-    --hash=sha256:7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2
-langgraph-checkpoint==4.0.1 \
-    --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034
-langgraph-prebuilt==1.0.9 \
-    --hash=sha256:776c8e3154a5aef5ad0e5bf3f263f2dcaab3983786cc20014b7f955d99d2d1b2
+langchain-protocol==0.0.14 \
+    --hash=sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047
+langgraph==1.1.10 \
+    --hash=sha256:8a4f163f72f4401648d0c11b48ee906947d938ba8cf1f474540fe591534f0d17
+langgraph-checkpoint==4.0.3 \
+    --hash=sha256:b91b765712a2311a5b198760f714b7ab9b376d01c047ed78d9b9a3e80df802a3
+langgraph-prebuilt==1.0.13 \
+    --hash=sha256:7055e9fad41fbd3593800aed0aea0a6e974b17f33ed51b80d3d3a031212dd7c0
 langgraph-sdk==0.3.12 \
     --hash=sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327
-langsmith==0.7.36 \
-    --hash=sha256:e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654
+langsmith==0.8.0 \
+    --hash=sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -450,8 +450,8 @@ markitdown==0.1.5 \
     --hash=sha256:5180a9a841e20fc01c2c09dbc5d039638429bbebcdc2af1b2615c3c427840434
 markupsafe==3.0.3 \
     --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581
-matplotlib==3.10.8 \
-    --hash=sha256:83d282364ea9f3e52363da262ce32a09dfe241e4080dcedda3c0db059d3c1f11
+matplotlib==3.10.9 \
+    --hash=sha256:336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
 maturin==1.12.6 \
@@ -524,8 +524,8 @@ nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
 nltk==3.9.2 \
     --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
-notebook==7.5.5 \
-    --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
+notebook==7.5.6 \
+    --hash=sha256:4dde3f8fb55fa8fb7946d58c6e869ce9baf46d00fc070664f62604569d0faca0
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numba==0.65.1 \
@@ -534,10 +534,10 @@ numpy==2.4.4 \
     --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74
 numpydoc==1.10.0 \
     --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
-onnxruntime==1.24.4 \
-    --hash=sha256:311e309f573bf3c12aa5723e23823077f83d5e412a18499d4485c7eb41040858
-openai==2.30.0 \
-    --hash=sha256:9a5ae616888eb2748ec5e0c5b955a51592e0b201a11f4262db920f2a78c5231d
+onnxruntime==1.25.1 \
+    --hash=sha256:2affc9d2fd9ab013b9c9637464e649a0cca870d57ae18bfef74180eee65c3369
+openai==2.33.0 \
+    --hash=sha256:03ac37d70e8c9e3a8124214e3afa785e2cbc12e627fbd98177a086ef2fd87ad5
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -564,8 +564,8 @@ osqp==1.1.1 \
     --hash=sha256:514b2e1d14b5bad9a91ff4dbcbad8da75ef4fb5eee18864e0bbbb620fc6dbcd7
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pandas==3.0.2 \
     --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf
 pandocfilters==1.5.1 \
@@ -830,8 +830,8 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.1 \
     --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
-ruff==0.15.1 \
-    --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
+ruff==0.15.12 \
+    --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
@@ -918,8 +918,8 @@ sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-starlette==0.52.1 \
-    --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+starlette==1.0.0 \
+    --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b
 statsmodels==0.14.6 \
     --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
 streamlit==1.56.0 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
index a6d456bd..ad82d9ec 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0slimfb2.txt
@@ -172,8 +172,8 @@ faker==40.4.0 \
     --hash=sha256:486d43c67ebbb136bc932406418744f9a0bdf2c07f77703ea78b58b77e9aa443
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.135.1 \
-    --hash=sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e
+fastapi==0.136.1 \
+    --hash=sha256:a6e9d7eeada96c93a4d69cb03836b44fa34e2854accb7244a1ece36cd4781c3f
 fastjsonschema==2.21.2 \
     --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
 filelock==3.25.2 \
@@ -260,8 +260,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.12.0 \
-    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
+huggingface-hub==1.13.0 \
+    --hash=sha256:e942cb50d6a08dd5306688b1ac05bda157fd2fcc88b63dae405f7bd0d3234005
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hvplot==0.12.2 \
@@ -300,8 +300,8 @@ ipyleaflet==0.20.0 \
     --hash=sha256:b4c20ddc0b17d68e226cd3367ca2215a4db7e2b14374468c0eeaa54b53e4d173
 ipympl==0.10.0 \
     --hash=sha256:a09c4f0ff86490cc62aed45e53b912fb706e3ec3506c4a51ce4a670d6667f5ce
-ipython==9.11.0 \
-    --hash=sha256:6922d5bcf944c6e525a76a0a304451b60a2b6f875e86656d8bc2dfda5d710e19
+ipython==9.12.0 \
+    --hash=sha256:0f2701e8ee86e117e37f50563205d36feaa259d2e08d4a6bc6b6d74b18ce128d
 ipython-genutils==0.2.0 \
     --hash=sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8
 ipython-pygments-lexers==1.1.1 \
@@ -320,8 +320,8 @@ janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.1.0 \
-    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-context==6.1.2 \
+    --hash=sha256:bf8150b79a2d5d91ae48629d8b427a8f7ba0e1097dd6202a9059f29a36379535
 jaraco-functools==4.4.0 \
     --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
@@ -364,8 +364,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.6 \
-    --hash=sha256:d6b3dac883aa4d9993348e0f8e95b24624f75099aed64eab6a4351a9cdd1e580
+jupyterlab==4.5.7 \
+    --hash=sha256:fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -406,8 +406,8 @@ markdownify==1.2.2 \
     --hash=sha256:3f02d3cc52714084d6e589f70397b6fc9f2f3a8531481bf35e8cc39f975e186a
 markupsafe==3.0.3 \
     --hash=sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9
-matplotlib==3.10.8 \
-    --hash=sha256:25d380fe8b1dc32cf8f0b1b448470a77afb195438bafdf1d858bfb876f3edf7b
+matplotlib==3.10.9 \
+    --hash=sha256:c27df8b3848f32a83d1767566595e43cfaa4460380974da06f4279a7ec143c39
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
 maturin==1.12.6 \
@@ -474,8 +474,8 @@ nh3==0.3.2 \
     --hash=sha256:dce4248edc427c9b79261f3e6e2b3ecbdd9b88c267012168b4a7b3fc6fd41d13
 nltk==3.9.2 \
     --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
-notebook==7.5.5 \
-    --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
+notebook==7.5.6 \
+    --hash=sha256:4dde3f8fb55fa8fb7946d58c6e869ce9baf46d00fc070664f62604569d0faca0
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numba==0.65.1 \
@@ -484,8 +484,8 @@ numpy==2.4.4 \
     --hash=sha256:a7164afb23be6e37ad90b2f10426149fd75aee07ca55653d2aa41e66c4ef697e
 numpydoc==1.10.0 \
     --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
-openai==2.30.0 \
-    --hash=sha256:9a5ae616888eb2748ec5e0c5b955a51592e0b201a11f4262db920f2a78c5231d
+openai==2.33.0 \
+    --hash=sha256:03ac37d70e8c9e3a8124214e3afa785e2cbc12e627fbd98177a086ef2fd87ad5
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -508,8 +508,8 @@ ormsgpack==1.12.2 \
     --hash=sha256:837dd316584485b72ef451d08dd3e96c4a11d12e4963aedb40e08f89685d8ec2
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pandas==3.0.2 \
     --hash=sha256:57a07209bebcbcf768d2d13c9b78b852f9a15978dac41b9e6421a81ad4cdd276
 pandocfilters==1.5.1 \
@@ -732,8 +732,8 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.1 \
     --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
-ruff==0.15.1 \
-    --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
+ruff==0.15.12 \
+    --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
@@ -816,8 +816,8 @@ sspilib==0.5.0 \
     --hash=sha256:7d7724d5dbb31f68e62465863dfb862fe2793281ce40d0c8f2dc60c8f07998f2
 stack-data==0.6.3 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-starlette==0.52.1 \
-    --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+starlette==1.0.0 \
+    --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b
 streamlit==1.56.0 \
     --hash=sha256:8677a335734a30a51bc57ad0ec910e365d95f7c456fc02c60032927cd0729dc5
 sv-ttk==2.6.0 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt
index 38727341..516556bb 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2.txt
@@ -2,8 +2,8 @@ build==1.4.0 \
     --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==82.0.1 \
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
index fb6ff42b..8d8b06ec 100644
--- a/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_4_0whlb2_wheels.txt
@@ -176,8 +176,8 @@ faker==40.4.0 \
     --hash=sha256:486d43c67ebbb136bc932406418744f9a0bdf2c07f77703ea78b58b77e9aa443
 fasta2a==0.6.0 \
     --hash=sha256:23d49307f6a372e07b9ec9a21187a0864429145e8ded4a41262bd33e2ecaee4c
-fastapi==0.135.1 \
-    --hash=sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e
+fastapi==0.136.1 \
+    --hash=sha256:a6e9d7eeada96c93a4d69cb03836b44fa34e2854accb7244a1ece36cd4781c3f
 fastavro==1.12.1 \
     --hash=sha256:792356d320f6e757e89f7ac9c22f481e546c886454a6709247f43c0dd7058004
 fastjsonschema==2.21.2 \
@@ -266,8 +266,8 @@ httpx==0.28.1 \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc
-huggingface-hub==1.12.0 \
-    --hash=sha256:d74939969585ee35748bd66de09baf84099d461bda7287cd9043bfb99b0e424d
+huggingface-hub==1.13.0 \
+    --hash=sha256:e942cb50d6a08dd5306688b1ac05bda157fd2fcc88b63dae405f7bd0d3234005
 hupper==1.12.1 \
     --hash=sha256:e872b959f09d90be5fb615bd2e62de89a0b57efc037bdf9637fb09cdf8552b19
 hypercorn==0.18.0 \
@@ -304,8 +304,8 @@ ipyleaflet==0.20.0 \
     --hash=sha256:b4c20ddc0b17d68e226cd3367ca2215a4db7e2b14374468c0eeaa54b53e4d173
 ipympl==0.10.0 \
     --hash=sha256:a09c4f0ff86490cc62aed45e53b912fb706e3ec3506c4a51ce4a670d6667f5ce
-ipython==9.11.0 \
-    --hash=sha256:6922d5bcf944c6e525a76a0a304451b60a2b6f875e86656d8bc2dfda5d710e19
+ipython==9.12.0 \
+    --hash=sha256:0f2701e8ee86e117e37f50563205d36feaa259d2e08d4a6bc6b6d74b18ce128d
 ipython-genutils==0.2.0 \
     --hash=sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8
 ipython-pygments-lexers==1.1.1 \
@@ -324,8 +324,8 @@ janus==2.0.0 \
     --hash=sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9
 jaraco-classes==3.4.0 \
     --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
-jaraco-context==6.1.0 \
-    --hash=sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda
+jaraco-context==6.1.2 \
+    --hash=sha256:bf8150b79a2d5d91ae48629d8b427a8f7ba0e1097dd6202a9059f29a36379535
 jaraco-functools==4.4.0 \
     --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
 jedi==0.19.2 \
@@ -370,8 +370,8 @@ jupyter-server==2.17.0 \
     --hash=sha256:e8cb9c7db4251f51ed307e329b81b72ccf2056ff82d50524debde1ee1870e13f
 jupyter-server-terminals==0.5.4 \
     --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
-jupyterlab==4.5.6 \
-    --hash=sha256:d6b3dac883aa4d9993348e0f8e95b24624f75099aed64eab6a4351a9cdd1e580
+jupyterlab==4.5.7 \
+    --hash=sha256:fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d
 jupyterlab-pygments==0.3.0 \
     --hash=sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780
 jupyterlab-server==2.28.0 \
@@ -384,22 +384,22 @@ keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.5.0 \
     --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e
-langchain==1.2.15 \
-    --hash=sha256:e349db349cb3e9550c4044077cf90a1717691756cc236438404b23500e615874
+langchain==1.2.17 \
+    --hash=sha256:ff881cdfbe90e0b6afac42eea7999657c282cc73db059c910d803f4e9f8ff305
 langchain-core==1.3.2 \
     --hash=sha256:d44a66127f9f8db735bdfd0ab9661bccb47a97113cfd3f2d89c74864422b7274
-langchain-protocol==0.0.11 \
-    --hash=sha256:364da1faf6f5d3001413bede792c1a822c0f23ae55d1ce1266ca7d8e80e79011
-langgraph==1.1.9 \
-    --hash=sha256:7db13ceecde4ea643df6c097dcc9e534895dcd9fcc6500eeff2f2cde0fab16b2
-langgraph-checkpoint==4.0.1 \
-    --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034
-langgraph-prebuilt==1.0.9 \
-    --hash=sha256:776c8e3154a5aef5ad0e5bf3f263f2dcaab3983786cc20014b7f955d99d2d1b2
+langchain-protocol==0.0.14 \
+    --hash=sha256:ffc35089779bd8ca217015180cef5e660fc3b074efdaa0f2e95df73583f1a047
+langgraph==1.1.10 \
+    --hash=sha256:8a4f163f72f4401648d0c11b48ee906947d938ba8cf1f474540fe591534f0d17
+langgraph-checkpoint==4.0.3 \
+    --hash=sha256:b91b765712a2311a5b198760f714b7ab9b376d01c047ed78d9b9a3e80df802a3
+langgraph-prebuilt==1.0.13 \
+    --hash=sha256:7055e9fad41fbd3593800aed0aea0a6e974b17f33ed51b80d3d3a031212dd7c0
 langgraph-sdk==0.3.12 \
     --hash=sha256:44323804965d6ec2a07127b3cf08a0428ea6deaeb172c2d478d5cd25540e3327
-langsmith==0.7.36 \
-    --hash=sha256:e1657a795f3f1982bb8d34c98b143b630ca3eee9de2c10e670c9105233b54654
+langsmith==0.8.0 \
+    --hash=sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef
 lazy-loader==0.4 \
     --hash=sha256:342aa8e14d543a154047afb4ba8ef17f5563baad3fc610d7b15b213b0f119efc
 librt==0.7.8 \
@@ -424,8 +424,8 @@ markdown-it-py==4.0.0 \
     --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
 markupsafe==3.0.3 \
     --hash=sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581
-matplotlib==3.10.8 \
-    --hash=sha256:83d282364ea9f3e52363da262ce32a09dfe241e4080dcedda3c0db059d3c1f11
+matplotlib==3.10.9 \
+    --hash=sha256:336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f
 matplotlib-inline==0.2.1 \
     --hash=sha256:d56ce5156ba6085e00a9d54fead6ed29a9c47e215cd1bba2e976ef39f5710a76
 maturin==1.12.6 \
@@ -490,8 +490,8 @@ nh3==0.3.2 \
     --hash=sha256:562da3dca7a17f9077593214a9781a94b8d76de4f158f8c895e62f09573945fe
 nltk==3.9.2 \
     --hash=sha256:1e209d2b3009110635ed9709a67a1a3e33a10f799490fa71cf4bec218c11c88a
-notebook==7.5.5 \
-    --hash=sha256:a7c14dbeefa6592e87f72290ca982e0c10f5bbf3786be2a600fda9da2764a2b8
+notebook==7.5.6 \
+    --hash=sha256:4dde3f8fb55fa8fb7946d58c6e869ce9baf46d00fc070664f62604569d0faca0
 notebook-shim==0.2.4 \
     --hash=sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef
 numba==0.65.1 \
@@ -500,10 +500,10 @@ numpy==2.4.4 \
     --hash=sha256:715d1c092715954784bc79e1174fc2a90093dc4dc84ea15eb14dad8abdcdeb74
 numpydoc==1.10.0 \
     --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
-onnxruntime==1.24.4 \
-    --hash=sha256:311e309f573bf3c12aa5723e23823077f83d5e412a18499d4485c7eb41040858
-openai==2.30.0 \
-    --hash=sha256:9a5ae616888eb2748ec5e0c5b955a51592e0b201a11f4262db920f2a78c5231d
+onnxruntime==1.25.1 \
+    --hash=sha256:2affc9d2fd9ab013b9c9637464e649a0cca870d57ae18bfef74180eee65c3369
+openai==2.33.0 \
+    --hash=sha256:03ac37d70e8c9e3a8124214e3afa785e2cbc12e627fbd98177a086ef2fd87ad5
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.38.0 \
@@ -530,8 +530,8 @@ osqp==1.1.1 \
     --hash=sha256:514b2e1d14b5bad9a91ff4dbcbad8da75ef4fb5eee18864e0bbbb620fc6dbcd7
 outcome==1.3.0.post0 \
     --hash=sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b
-packaging==26.0 \
-    --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pandas==3.0.2 \
     --hash=sha256:b35d14bb5d8285d9494fe93815a9e9307c0876e10f1e8e89ac5b88f728ec8dcf
 pandocfilters==1.5.1 \
@@ -556,8 +556,8 @@ pickleshare==0.7.5 \
     --hash=sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56
 pillow==12.2.0 \
     --hash=sha256:4e6c62e9d237e9b65fac06857d511e90d8461a32adcc1b9065ea0c0fa3a28150
-pip==26.0.1 \
-    --hash=sha256:bdb1b08f4274833d62c1aa29e20907365a2ceb950410df15fc9521bad440122b
+pip==26.1 \
+    --hash=sha256:4e8486d821d814b77319acb7b9e8bf5a4ee7590a643e7cb21029f209be8573c1
 pipdeptree==2.34.0 \
     --hash=sha256:4f5b77c07871103f6cf3c402093263609cbfd4e2ce3402bc8b9a7e984b2c6265
 platformdirs==4.9.4 \
@@ -788,8 +788,8 @@ rsa==4.9.1 \
     --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
 rtree==1.4.1 \
     --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
-ruff==0.15.1 \
-    --hash=sha256:c820fef9dd5d4172a6570e5721704a96c6679b80cf7be41659ed439653f62336
+ruff==0.15.12 \
+    --hash=sha256:c87a162d61ab3adca47c03f7f717c68672edec7d1b5499e652331780fe74950d
 rx==3.2.0 \
     --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
 scikit-image==0.26.0 \
@@ -876,8 +876,8 @@ sspilib==0.5.0 \
     --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-starlette==0.52.1 \
-    --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74
+starlette==1.0.0 \
+    --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b
 statsmodels==0.14.6 \
     --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
 streamlit==1.56.0 \

From f4268e0848e18af4306154722bfc1791414f507c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Fri, 1 May 2026 19:44:54 +0200
Subject: [PATCH 069/157] update hashes for 2026-02 build 2

---
 changelogs/md5_sha1.txt | 41 +++++++++++++++++++++++++++++++++++++++++
 1 file changed, 41 insertions(+)

diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index ef67bd6b..6bc43f0d 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,3 +1,44 @@
+### WinPython 2026-02 beta2 (May 1st, 2026)
+
+
+MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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+
+MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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+c40051c1081ebb021436fd4152509778 | 781ac11c71af611f8e75286a8d09602ab87c6375 | 5703742ec3bb0b0d0ee86e5da31e204002c1517c87ebb9f9706653786c7bace8 | pylock.64-3_14_4_0whlb2_wheels.toml |        193 782 Bytes | cec2e21fa2429fd1a0b925234983c71c1696fcab67f6cc39cbea519f90617933
+8878497c5ddc051d69ff4029db2cd6d2 | 6670d560a3bd95cac0bbad1834700d01f6904935 | 3888a488a5f801f633cf7264befc06eb928ac28fca958afcfb25e484f975019d | pylock.64-3_15_0_2dotb2.toml      |          3 428 Bytes | ded7c3bf9f3b3318d300b4cee630ebb4fb90be80549f50dfb101c8c6f3d11470
+8878497c5ddc051d69ff4029db2cd6d2 | 6670d560a3bd95cac0bbad1834700d01f6904935 | 3888a488a5f801f633cf7264befc06eb928ac28fca958afcfb25e484f975019d | pylock.64-3_15_0_2freeb2.toml     |          3 428 Bytes | ded7c3bf9f3b3318d300b4cee630ebb4fb90be80549f50dfb101c8c6f3d11470
+
+
+
 ### WinPython 2026-02 beta1 (April 10th, 2026)
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     

From 35df9ac4783bc099246c096c883d546bdd3d035f Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 9 May 2026 06:48:20 +0200
Subject: [PATCH 070/157] upgrade cpython to 3.15.0b1 and 3.14.5rc1

---
 .../github_workflows_build-2026_02.yml        | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index 00de245d..ebe928b7 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_02"
-  my_release_level: "b2"
+  my_release_level: "b3"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -69,28 +69,28 @@ jobs:
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.13.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.13.13+20260408-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=d8dad87f274a6e50423ad7d5d01807c87ac6fec6eaff133eff76dabf135eb101'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.13.13+20260508-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=08eaecdf56b0929f4fc07d0d6b21e96df768de80d42b87d339c932a4bd12a9a1'
             }
             '3.14' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.4.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.14.4+20260408-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=472f4f0d91429661db1b28a72e36adc593b6bd5d19db222d7faca635b3005313'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.5.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.14.5rc1+20260508-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=406c68b93432e239c8bd92f5ab343b02e7b2d689034cf69f440199a61a62debc'
             }
             '3.14F' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.4.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.14.4+20260408-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=1aa9e069ce50b2999e605a544f5e0f39c74f16dce565b3bf422ba44a1075e44b'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.5.0'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.14.5rc1+20260508-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=1c7870772ee202659396f9d3b1b077afd21fb7762a40dc6e2cff2f57d1f07463'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.15.0a8+20260408-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=5400ee37a6aa972945cdb4319df20555998776af2797ada8a9bb7543bafd7850'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.15.0b1+20260508-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=8a1184312b5e7469d6a937e3d7478ea5a11d65a8a8a2a4cad8cbb851c13b111c'
             }
             '3.15F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260408/cpython-3.15.0a8+20260408-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=4f9cbc609659a40b258f721131d057e98c482af88149cd0f2edbc47178e63ca4'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.15.0b1+20260508-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=5c139ad3b99ea0ae08cf79d32f9731da379f7259fb4353746b9cc14bd0fc184f'
             }
           }
 

From 34d835bb1a2cc6462b7669d8cca61fed96208dce Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 9 May 2026 07:33:57 +0200
Subject: [PATCH 071/157] testing 3.15.0b1

---
 .../pylock.64-3_15_0_2dotb3.toml              | 101 ++++++++++++++++++
 .../pylock.64-3_15_0_2freeb3.toml             | 101 ++++++++++++++++++
 .../cycle_2026_02/requir.64-3_15_0_2dotb3.txt |  18 ++++
 .../requir.64-3_15_0_2freeb3.txt              |  18 ++++
 4 files changed, 238 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb3.txt

diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb3.toml b/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb3.toml
new file mode 100644
index 00000000..70d76698
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dotb3.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "build-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c5/0d/84a4380f930db0010168e0aa7b7a8fed9ba1835a8fbb1472bc6d0201d529/build-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.2"
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+[[packages.wheels]]
+name = "packaging-26.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"
+
+[[packages]]
+name = "pyproject-hooks"
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+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
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+[[packages.wheels]]
+name = "setuptools-82.0.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/9d/76/f789f7a86709c6b087c5a2f52f911838cad707cc613162401badc665acfe/setuptools-82.0.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb"
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+[[packages]]
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+sha256 = "c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d"
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+
+[packages.wheels.hashes]
+sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
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+[[packages]]
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+
+[packages.wheels.hashes]
+sha256 = "4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d"
+
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+[[packages.wheels]]
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+url = "https://files.pythonhosted.org/packages/3c/5e/70068d829376be008fb165b58a59b6c84ec478bd7e7aecb9e81b20f464ba/wppm-17.3.20260412-py3-none-any.whl"
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+[packages.wheels.hashes]
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb3.toml b/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb3.toml
new file mode 100644
index 00000000..70d76698
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_15_0_2freeb3.toml
@@ -0,0 +1,101 @@
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+
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb3.txt
new file mode 100644
index 00000000..516556bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dotb3.txt
@@ -0,0 +1,18 @@
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb3.txt
new file mode 100644
index 00000000..516556bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2freeb3.txt
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From 606bf4ef7a20c9ee9c017d292bf242234e37ec26 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 9 May 2026 09:30:38 +0200
Subject: [PATCH 072/157] trying 3.14.5rc1

---
 .../pylock.64-3_14_5_0dotb3.toml              |  101 +
 .../pylock.64-3_14_5_0freeb3.toml             |  101 +
 .../pylock.64-3_14_5_0slimb3.toml             | 5799 +++++++++++++++++
 .../pylock.64-3_14_5_0slimfb3.toml            | 5172 +++++++++++++++
 .../pylock.64-3_14_5_0whlb3.toml              |  101 +
 .../pylock.64-3_14_5_0whlb3_wheels.toml       | 5535 ++++++++++++++++
 .../cycle_2026_02/requir.64-3_14_5_0dotb3.txt |   18 +
 .../requir.64-3_14_5_0freeb3.txt              |   18 +
 .../requir.64-3_14_5_0slimb3.txt              | 1054 +++
 .../requir.64-3_14_5_0slimfb3.txt             |  940 +++
 .../cycle_2026_02/requir.64-3_14_5_0whlb3.txt |   18 +
 .../requir.64-3_14_5_0whlb3_wheels.txt        | 1006 +++
 12 files changed, 19863 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0freeb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0slimb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0slimfb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0whlb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0whlb3_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0dotb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0freeb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimfb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3_wheels.txt

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new file mode 100644
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index 00000000..70d76698
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index 00000000..de6681a0
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new file mode 100644
index 00000000..516556bb
--- /dev/null
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0freeb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0freeb3.txt
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimb3.txt
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+    --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
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+streamlit-bokeh==3.9.0 \
+    --hash=sha256:e884d059fb1f894cac705176a734c54f5aa949b1f29047e0a92a5fe51a166ee1
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+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
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+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
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+tiktoken==0.12.0 \
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+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
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+tqdm==4.67.1 \
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+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
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+uc-micro-py==1.0.3 \
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+watchdog==6.0.0 \
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+yt-dlp==2025.12.8 \
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+zict==3.0.0 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimfb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimfb3.txt
new file mode 100644
index 00000000..4f12254d
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimfb3.txt
@@ -0,0 +1,940 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344
+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
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+altair==6.1.0 \
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+anthropic==0.100.0 \
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+    --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
+python-lsp-jsonrpc==1.1.2 \
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+    --hash=sha256:7ddf3357bb9564e407607f988f683d72038551200c704012bb9a4c523d42f131
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+widgetsnbextension==4.0.15 \
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+wordcloud==1.9.6 \
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+wsproto==1.3.2 \
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+yapf==0.43.0 \
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+yarl==1.22.0 \
+    --hash=sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
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+zipp==3.23.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3.txt
new file mode 100644
index 00000000..516556bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3_wheels.txt
new file mode 100644
index 00000000..8c125470
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whlb3_wheels.txt
@@ -0,0 +1,1006 @@
+absl-py==2.3.1 \
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+    --hash=sha256:cb76aa913c2285a3b49bdd5fc55b1d7c708d7208126b60f2eb8194fe1b4cbdcc
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+    --hash=sha256:5b45012b2981b7d4d42c49c8614ee95420fec244c87542542045786b36fc2235
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From 183e8d8183ac3e1959a538aa76f18567237c7436 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 9 May 2026 15:15:41 +0200
Subject: [PATCH 073/157] b3 for 3.13

---
 .../pylock.64-3_13_13_0dotb3.toml             |  101 +
 .../pylock.64-3_13_13_0slimb3.toml            | 5799 +++++++++++++++++
 .../pylock.64-3_13_13_0whlb3.toml             |  101 +
 .../pylock.64-3_13_13_0whlb3_wheels.toml      | 5535 ++++++++++++++++
 .../requir.64-3_13_13_0dotb3.txt              |   18 +
 .../requir.64-3_13_13_0slimb3.txt             | 1054 +++
 .../requir.64-3_13_13_0whlb3.txt              |   18 +
 .../requir.64-3_13_13_0whlb3_wheels.txt       | 1006 +++
 8 files changed, 13632 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slimb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb3.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whlb3_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3_wheels.txt

diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb3.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dotb3.toml
new file mode 100644
index 00000000..70d76698
--- /dev/null
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new file mode 100644
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb3.txt
new file mode 100644
index 00000000..516556bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0dotb3.txt
@@ -0,0 +1,18 @@
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0slimb3.txt
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+astropy-iers-data==0.2026.2.2.0.48.1 \
+    --hash=sha256:62aecb2faea740e0d714808b85512ebe4f29adbfe1e8d5e5481cfd66494d164f
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.39.0 \
+    --hash=sha256:4ac7b70fab5438c3f68770649a78daf97833caa83827f91df9c14e0e0ea7d34f
+azure-cosmos==4.14.4 \
+    --hash=sha256:7e386ef9723e4ddea892dcb315ebe9f41c83f8ab83eed4ebe4d2d908c5ff595c
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
+binaryornot==0.4.4 \
+    --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
+black==26.3.1 \
+    --hash=sha256:c7e72339f841b5a237ff14f7d3880ddd0fc7f98a1199e8c4327f9a4f478c1839
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
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+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.0 \
+    --hash=sha256:b252bfb16a505f0e0c57d532d0df308ae1667235bafc622aa9441fe9e7c5ce4a
+branca==0.8.1 \
+    --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
+brotli==1.2.0 \
+    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8
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+cachetools==7.0.5 \
+    --hash=sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114
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+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.0.0 \
+    --hash=sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75
+chardet==5.2.0 \
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+charset-normalizer==3.4.6 \
+    --hash=sha256:572d7c822caf521f0525ba1bce1a622a0b85cf47ffbdae6c9c19e3b5ac3c4389
+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
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+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
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+    --hash=sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d
+cryptography==46.0.7 \
+    --hash=sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b
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+    --hash=sha256:2f7ab5f27caa8c158b6dd8724a75f4a4b1666e1eac7394b4115d920c093e542e
+cvxpy==1.8.2 \
+    --hash=sha256:da3b4e987a14272d8b5890c6d440cad9deef074de5afce64e6e8ec6f0f1ff0af
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+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
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+    --hash=sha256:9e2d3fe3b45c3eb7233746f7aca37789be3dceec3e07dcc406d3e045ea0f7bdc
+dask==2026.3.0 \
+    --hash=sha256:be614b9242b0b38288060fb2d7696125946469c98a1c30e174883fd199e0428d
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+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+dnspython==2.8.0 \
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+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
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+    --hash=sha256:5b45012b2981b7d4d42c49c8614ee95420fec244c87542542045786b36fc2235
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+yt-dlp==2025.12.8 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3.txt
new file mode 100644
index 00000000..516556bb
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3.txt
@@ -0,0 +1,18 @@
+build==1.4.0 \
+    --hash=sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.3.20260412 \
+    --hash=sha256:6631b18e49a16d44429a09c78f8c6027534d84ea3b6427c86bfe2804fc236995
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3_wheels.txt
new file mode 100644
index 00000000..be0dd986
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whlb3_wheels.txt
@@ -0,0 +1,1006 @@
+absl-py==2.3.1 \
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+adbc-driver-manager==1.10.0 \
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+aiofiles==25.1.0 \
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+    --hash=sha256:6e349cee08d80e2df4dd80d8d3fdd176d54905b09ba786b81a0125127f607ebc
+smmap==5.0.2 \
+    --hash=sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.0.1 \
+    --hash=sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.3 \
+    --hash=sha256:f55ad20082efc2bdec06928e974fbcae07bc6c405409ae1334cefe7d377eb687
+soundfile==0.13.1 \
+    --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sphinx==9.1.0 \
+    --hash=sha256:c84fdd4e782504495fe4f2c0b3413d6c2bf388589bb352d439b2a3bb99991978
+sphinx-rtd-theme==3.1.0 \
+    --hash=sha256:1785824ae8e6632060490f67cf3a72d404a85d2d9fc26bce3619944de5682b89
+sphinxcontrib-applehelp==2.0.0 \
+    --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
+sphinxcontrib-devhelp==2.0.0 \
+    --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+sphinxcontrib-htmlhelp==2.1.0 \
+    --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+sphinxcontrib-jquery==4.1 \
+    --hash=sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae
+sphinxcontrib-jsmath==1.0.1 \
+    --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178
+sphinxcontrib-qthelp==2.0.0 \
+    --hash=sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb
+sphinxcontrib-serializinghtml==2.0.0 \
+    --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+spyder==6.1.4 \
+    --hash=sha256:6ff39d984afcd4316a75515f8c76b4b0060ae3fe4cb3c74d3d8f32dabd106fe1
+spyder-kernels==3.1.4 \
+    --hash=sha256:0267bc5fc09def7df4d1278d1408929e09519b377e4aab4498a2df2c694af4af
+sqlalchemy==2.0.49 \
+    --hash=sha256:12b04d1db2663b421fe072d638a138460a51d5a862403295671c4f3987fb9148
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.39 \
+    --hash=sha256:349c099c0cd60d4ee9139a24d5c9cb64af3906c3e90832fcbbd74da49333374d
+sqlparse==0.5.5 \
+    --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.2.0 \
+    --hash=sha256:5876954bd51920fc2cd51baee47a080eb88a37b5b784e615abb0b283f801cdbf
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==1.0.0 \
+    --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b
+statsmodels==0.14.6 \
+    --hash=sha256:8021271a79f35b842c02a1794465a651a9d06ec2080f76ebc3b7adce77d08233
+streamlit==1.57.0 \
+    --hash=sha256:0d1d41972aeade5637dbb0e7f0eefa5312272f85304923d240a1b1f0475249c8
+superqt==0.7.8 \
+    --hash=sha256:63918a649e060d87bd64ff819ebe4a99f4d17b744bbaf7ffebe12c42bc8b53de
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.5 \
+    --hash=sha256:6443a794ba961a9f619b1ae926a2e900ac20c34483eea67be4ed8f1e58d3ef7b
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+types-requests==2.32.4.20260324 \
+    --hash=sha256:f83ef2deb284fe99a249b8b0b0a3e4b9809e01ff456063c4df0aac7670c07ab9
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:34032aeca4510a7c7102bd5933f59a37f63891f30a0706fb46487ab6f0edf8f0
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156
+werkzeug==3.1.6 \
+    --hash=sha256:7ddf3357bb9564e407607f988f683d72038551200c704012bb9a4c523d42f131
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:757320d45d2fbcce8f30c42a6b2f47862967aea7bf458b9625b4bbe7ee390392
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d
+yt-dlp==2025.12.8 \
+    --hash=sha256:36e2584342e409cfbfa0b5e61448a1c5189e345cf4564294456ee509e7d3e065
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:1f830a0dac88719af0ae43b8b2d6aef487d437036468ef3c2ea59c51f9d55fd5

From 4bb261fd5a621063638d58942753f20f2ea6d4c5 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 10 May 2026 18:09:24 +0200
Subject: [PATCH 074/157] non-windows compatibility fix

---
 wppm/__init__.py | 2 +-
 wppm/wppm.py     | 4 +++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index 6c5893f6..f25836e1 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.3.20260412'
+__version__ = '17.3.20260510'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 73e93b38..65f83335 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -14,7 +14,7 @@
 import json
 from pathlib import Path
 from argparse import ArgumentParser, RawTextHelpFormatter
-from . import utils, piptree, associate, diff, __version__
+from . import utils, piptree, diff, __version__
 from . import wheelhouse as wh
 from operator import itemgetter
 # Workaround for installing PyVISA on Windows from source:
@@ -340,6 +340,7 @@ def main(test=False):
         print("continue ? Y/N")
         theAnswer = input()
         if theAnswer == "Y":
+            import associate
             associate.register(dist.target, verbose=args.verbose)
             sys.exit()
     if args.unregisterWinPython:
@@ -352,6 +353,7 @@ def main(test=False):
         print("continue ? Y/N")
         theAnswer = input()
         if theAnswer == "Y":
+            import associate
             associate.unregister(dist.target, verbose=args.verbose)
             sys.exit()
     if utils.is_python_distribution(args.target):

From 0e344595a53a8d44b20fc00129d9b375e707cba6 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 10 May 2026 18:34:31 +0200
Subject: [PATCH 075/157] another fix to get wppm ok on linux

---
 wppm/__init__.py | 2 +-
 wppm/wppm.py     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index f25836e1..a3fa6539 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.3.20260510'
+__version__ = '17.4.20260510'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 65f83335..df727cd1 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -18,7 +18,7 @@
 from . import wheelhouse as wh
 from operator import itemgetter
 # Workaround for installing PyVISA on Windows from source:
-os.environ["HOME"] = os.environ["USERPROFILE"]
+# 2026-05-10 not helping oin non WinPython: os.environ["HOME"] = os.environ["USERPROFILE"]
 
 class Package:
     """Standardize a Package from filename or pip list."""

From beec1a984606d30042fbd8ff7dc6ae66ac2753e8 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 11 May 2026 20:41:46 +0200
Subject: [PATCH 076/157] fix package sorting issue 
 https://github.com/winpython/winpython/issues/2023

---
 .github/workflows/github_workflows_build-2026_02.yml | 8 ++++----
 wppm/__init__.py                                     | 2 +-
 wppm/piptree.py                                      | 2 +-
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index ebe928b7..aaddbc9f 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -74,13 +74,13 @@ jobs:
             }
             '3.14' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.5.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.14.5rc1+20260508-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=406c68b93432e239c8bd92f5ab343b02e7b2d689034cf69f440199a61a62debc'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260510/cpython-3.14.5+20260510-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=4d26ade49e9571ccb3bd1a88cfc72c52b11a9a9f6e204a57f38592aed137566a'
             }
             '3.14F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.5.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.14.5rc1+20260508-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=1c7870772ee202659396f9d3b1b077afd21fb7762a40dc6e2cff2f57d1f07463'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260510/cpython-3.14.5+20260510-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=780df413efe4992c751bff3f84e63c54ccffa11fd26487378ff9de459375e409'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.2'
diff --git a/wppm/__init__.py b/wppm/__init__.py
index a3fa6539..b5c15bb5 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.4.20260510'
+__version__ = '17.4.20260511'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/piptree.py b/wppm/piptree.py
index d6569b4d..5113b1c3 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -130,7 +130,7 @@ def _get_requires(self, package: Distribution) -> List[Dict[str, str]]:
                 if req_marker != "":
                     req_add["req_marker"] = req_marker
                 requires.append(req_add)
-        return requires
+        return sorted(requires, key=lambda x: x["req_key"])
 
     def _get_provides(self, package: Distribution) -> Dict[str, None]:
         """Extract provided extras from package requirements."""

From 9df11362029f62a542e54904346744cff0e592a4 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 13 May 2026 11:05:33 +0200
Subject: [PATCH 077/157] WinPython 2026-02 rc

---
 .../github_workflows_build-2026_02.yml        |    2 +-
 .../cycle_2026_02/pylock.64-3_13_13_0dot.toml |  101 +
 .../pylock.64-3_13_13_0slim.toml              | 5799 +++++++++++++++++
 .../cycle_2026_02/pylock.64-3_13_13_0whl.toml |  101 +
 .../pylock.64-3_13_13_0whl_wheels.toml        | 5535 ++++++++++++++++
 .../cycle_2026_02/pylock.64-3_14_5_0dot.toml  |  101 +
 .../cycle_2026_02/pylock.64-3_14_5_0free.toml |  101 +
 .../cycle_2026_02/pylock.64-3_14_5_0slim.toml | 5799 +++++++++++++++++
 .../pylock.64-3_14_5_0slimf.toml              | 5249 +++++++++++++++
 .../cycle_2026_02/pylock.64-3_14_5_0whl.toml  |  101 +
 .../pylock.64-3_14_5_0whl_wheels.toml         | 5535 ++++++++++++++++
 .../cycle_2026_02/pylock.64-3_15_0_2dot.toml  |  101 +
 .../cycle_2026_02/pylock.64-3_15_0_2free.toml |  101 +
 .../cycle_2026_02/requir.64-3_13_13_0dot.txt  |   18 +
 .../cycle_2026_02/requir.64-3_13_13_0slim.txt | 1054 +++
 .../cycle_2026_02/requir.64-3_13_13_0whl.txt  |   18 +
 .../requir.64-3_13_13_0whl_wheels.txt         | 1006 +++
 .../cycle_2026_02/requir.64-3_14_5_0dot.txt   |   18 +
 .../cycle_2026_02/requir.64-3_14_5_0free.txt  |   18 +
 .../cycle_2026_02/requir.64-3_14_5_0slim.txt  | 1054 +++
 .../cycle_2026_02/requir.64-3_14_5_0slimf.txt |  954 +++
 .../cycle_2026_02/requir.64-3_14_5_0whl.txt   |   18 +
 .../requir.64-3_14_5_0whl_wheels.txt          | 1006 +++
 .../cycle_2026_02/requir.64-3_15_0_2dot.txt   |   18 +
 .../cycle_2026_02/requir.64-3_15_0_2free.txt  |   18 +
 25 files changed, 33825 insertions(+), 1 deletion(-)
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dot.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slim.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whl.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_13_13_0whl_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0dot.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0free.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0slim.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0slimf.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0whl.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_14_5_0whl_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2dot.toml
 create mode 100644 winpython/portable/cycle_2026_02/pylock.64-3_15_0_2free.toml
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0dot.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0slim.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0dot.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0free.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0slim.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimf.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2dot.txt
 create mode 100644 winpython/portable/cycle_2026_02/requir.64-3_15_0_2free.txt

diff --git a/.github/workflows/github_workflows_build-2026_02.yml b/.github/workflows/github_workflows_build-2026_02.yml
index aaddbc9f..494ff1e8 100644
--- a/.github/workflows/github_workflows_build-2026_02.yml
+++ b/.github/workflows/github_workflows_build-2026_02.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_02"
-  my_release_level: "b3"
+  my_release_level: ""
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dot.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dot.toml
new file mode 100644
index 00000000..dbe4dc1d
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0dot.toml
@@ -0,0 +1,101 @@
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diff --git a/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slim.toml b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slim.toml
new file mode 100644
index 00000000..8871f882
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/pylock.64-3_13_13_0slim.toml
@@ -0,0 +1,5799 @@
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index 00000000..dbe4dc1d
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+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
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+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
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+jaraco-classes==3.4.0 \
+    --hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
+jaraco-context==6.1.2 \
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+jaraco-functools==4.4.0 \
+    --hash=sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176
+jedi==0.19.2 \
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+jellyfish==1.2.1 \
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+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe
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+jupyter-bokeh==4.0.5 \
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+    --hash=sha256:55be353fc74a80bc7f3b20e6be50a55a61cd525626f578dcb66a5708e2007d14
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+jupyterlab-pygments==0.3.0 \
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+    --hash=sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl.txt
new file mode 100644
index 00000000..fe7b3f65
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
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+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.4.20260511 \
+    --hash=sha256:9382c61cb4ed97bd2ea7265947b3a9dba92cf1642fbd7ee10e9ce87ff9bc4949
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl_wheels.txt
new file mode 100644
index 00000000..726149a9
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_13_13_0whl_wheels.txt
@@ -0,0 +1,1006 @@
+absl-py==2.3.1 \
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+async-lru==2.3.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0dot.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0dot.txt
new file mode 100644
index 00000000..fe7b3f65
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0dot.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
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+wppm==17.4.20260511 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0free.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0free.txt
new file mode 100644
index 00000000..fe7b3f65
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0free.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
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+wppm==17.4.20260511 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slim.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slim.txt
new file mode 100644
index 00000000..0f70b2e5
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slim.txt
@@ -0,0 +1,1054 @@
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+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
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+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+asteval==1.0.6 \
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+astroid==4.0.2 \
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+astropy==7.2.0 \
+    --hash=sha256:dc7c340ba1713e55c93071b32033f3153470a0f663a4d539c03a7c9b44020790
+astropy-iers-data==0.2026.2.2.0.48.1 \
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+async-lru==2.3.0 \
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+asyncssh==2.22.0 \
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+baresql==1.0.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimf.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimf.txt
new file mode 100644
index 00000000..1ad4a3d0
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0slimf.txt
@@ -0,0 +1,954 @@
+absl-py==2.3.1 \
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+adbc-driver-manager==1.10.0 \
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+aiofiles==25.1.0 \
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+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.13.3 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
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+array-api-compat==1.14.0 \
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+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+asteval==1.0.6 \
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+astroid==4.0.2 \
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+asttokens==3.0.1 \
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+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.22.0 \
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+attrs==26.1.0 \
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+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.39.0 \
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+azure-identity==1.25.3 \
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+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
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+    --hash=sha256:92864f54fb48b4c718fc92a32825d0e42265a627f956bc0361fe869f1adc3e7d
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+bleach==6.3.0 \
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+bokeh==3.9.0 \
+    --hash=sha256:b252bfb16a505f0e0c57d532d0df308ae1667235bafc622aa9441fe9e7c5ce4a
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+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+tomli-w==1.2.0 \
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diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl.txt
new file mode 100644
index 00000000..fe7b3f65
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.4.20260511 \
+    --hash=sha256:9382c61cb4ed97bd2ea7265947b3a9dba92cf1642fbd7ee10e9ce87ff9bc4949
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl_wheels.txt b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl_wheels.txt
new file mode 100644
index 00000000..a0ab7916
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_14_5_0whl_wheels.txt
@@ -0,0 +1,1006 @@
+absl-py==2.3.1 \
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+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.5 \
+    --hash=sha256:6443a794ba961a9f619b1ae926a2e900ac20c34483eea67be4ed8f1e58d3ef7b
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.21.1 \
+    --hash=sha256:7985e89081c636b88d172c2ee0cfe33c253160994d47bdfdc302defd7d1f1d01
+types-requests==2.32.4.20260324 \
+    --hash=sha256:f83ef2deb284fe99a249b8b0b0a3e4b9809e01ff456063c4df0aac7670c07ab9
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.11 \
+    --hash=sha256:cb17adbde9d544ba79481b3ab4d81ac222e940f3d9219307bea6044f869af3cc
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.14.0 \
+    --hash=sha256:efe881eb43a5504fad922644cb93d725fd8a6a6d949bd5a4b4b7d1a1587c7fd1
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==16.0 \
+    --hash=sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d
+werkzeug==3.1.6 \
+    --hash=sha256:7ddf3357bb9564e407607f988f683d72038551200c704012bb9a4c523d42f131
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.2.0 \
+    --hash=sha256:e927d7d716ea71dea78a13417970850a640447d8dd2ceeb65c5687f6373837c9
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dot.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dot.txt
new file mode 100644
index 00000000..fe7b3f65
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2dot.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.4.20260511 \
+    --hash=sha256:9382c61cb4ed97bd2ea7265947b3a9dba92cf1642fbd7ee10e9ce87ff9bc4949
diff --git a/winpython/portable/cycle_2026_02/requir.64-3_15_0_2free.txt b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2free.txt
new file mode 100644
index 00000000..fe7b3f65
--- /dev/null
+++ b/winpython/portable/cycle_2026_02/requir.64-3_15_0_2free.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.46.3 \
+    --hash=sha256:4b399d56c9d9338230118d705d9737a2a468ccca63d5e813e2a4fc7815d8bc4d
+wppm==17.4.20260511 \
+    --hash=sha256:9382c61cb4ed97bd2ea7265947b3a9dba92cf1642fbd7ee10e9ce87ff9bc4949

From 9a643a421a0afb6427d5424aebd36bc75b14b208 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 13 May 2026 15:47:24 +0200
Subject: [PATCH 078/157] publishing document of RC (and maybe final)

---
 changelogs/WinPythondot-64bit-3.13.13.0.md  |  35 ++
 changelogs/WinPythondot-64bit-3.14.5.0.md   |  35 ++
 changelogs/WinPythondot-64bit-3.15.0.2.md   |  35 ++
 changelogs/WinPythonfree-64bit-3.14.5.0.md  |  35 ++
 changelogs/WinPythonfree-64bit-3.15.0.2.md  |  35 ++
 changelogs/WinPythonslim-64bit-3.13.13.0.md | 554 ++++++++++++++++++++
 changelogs/WinPythonslim-64bit-3.14.5.0.md  | 554 ++++++++++++++++++++
 changelogs/WinPythonslimf-64bit-3.14.5.0.md | 504 ++++++++++++++++++
 changelogs/WinPythonwhl-64bit-3.13.13.0.md  | 538 +++++++++++++++++++
 changelogs/WinPythonwhl-64bit-3.14.5.0.md   | 538 +++++++++++++++++++
 changelogs/md5_sha1.txt                     |  50 +-
 11 files changed, 2912 insertions(+), 1 deletion(-)
 create mode 100644 changelogs/WinPythondot-64bit-3.13.13.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.14.5.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.15.0.2.md
 create mode 100644 changelogs/WinPythonfree-64bit-3.14.5.0.md
 create mode 100644 changelogs/WinPythonfree-64bit-3.15.0.2.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.13.13.0.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.14.5.0.md
 create mode 100644 changelogs/WinPythonslimf-64bit-3.14.5.0.md
 create mode 100644 changelogs/WinPythonwhl-64bit-3.13.13.0.md
 create mode 100644 changelogs/WinPythonwhl-64bit-3.14.5.0.md

diff --git a/changelogs/WinPythondot-64bit-3.13.13.0.md b/changelogs/WinPythondot-64bit-3.13.13.0.md
new file mode 100644
index 00000000..67cc44ff
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.13.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.13.13.0dot
+
+The following packages are included in WinPython-64bit v3.13.13.0dot .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.13 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.14.5.0.md b/changelogs/WinPythondot-64bit-3.14.5.0.md
new file mode 100644
index 00000000..702bbab1
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.5.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.14.5.0dot
+
+The following packages are included in WinPython-64bit v3.14.5.0dot .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.5 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.15.0.2.md b/changelogs/WinPythondot-64bit-3.15.0.2.md
new file mode 100644
index 00000000..eae4bf84
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.2.md
@@ -0,0 +1,35 @@
+## WinPython 3.15.0.2dot
+
+The following packages are included in WinPython-64bit v3.15.0.2dot .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0b1 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonfree-64bit-3.14.5.0.md b/changelogs/WinPythonfree-64bit-3.14.5.0.md
new file mode 100644
index 00000000..fb89d48c
--- /dev/null
+++ b/changelogs/WinPythonfree-64bit-3.14.5.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.14.5.0free
+
+The following packages are included in WinPython-64bit v3.14.5.0free .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.5 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonfree-64bit-3.15.0.2.md b/changelogs/WinPythonfree-64bit-3.15.0.2.md
new file mode 100644
index 00000000..017f24a6
--- /dev/null
+++ b/changelogs/WinPythonfree-64bit-3.15.0.2.md
@@ -0,0 +1,35 @@
+## WinPython 3.15.0.2free
+
+The following packages are included in WinPython-64bit v3.15.0.2free .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0b1 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.13.13.0.md b/changelogs/WinPythonslim-64bit-3.13.13.0.md
new file mode 100644
index 00000000..5a556d3c
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.13.13.0.md
@@ -0,0 +1,554 @@
+## WinPython 3.13.13.0slim
+
+The following packages are included in WinPython-64bit v3.13.13.0slim .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.13.13 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.1.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.100.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[astropy](https://pypi.org/project/astropy) | 7.2.0 | Astronomy and astrophysics core library
+[astropy-iers-data](https://pypi.org/project/astropy-iers-data) | 0.2026.2.2.0.48.1 | IERS Earth Rotation and Leap Second tables for the astropy core package
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.21.1 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.1.0 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.3.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.3.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.2 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.25.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.3 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.29.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.22.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.14.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.12.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.14.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.17 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.3.2 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.15 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.1.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.3 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.13 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.14 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.9 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.13.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.5 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[mssql-python](https://pypi.org/project/mssql-python) | 1.5.0 | A Python library for interacting with Microsoft SQL Server
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.20.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.4 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.25.1 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.36.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.2 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.8.10 | The powerful data exploration & web app framework for Python.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.3.2 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.34.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.4 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.9.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.40.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.40.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.17.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.2 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.3 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.3 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyerfa](https://pypi.org/project/pyerfa) | 2.0.1.5 | Python bindings for ERFA
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.33.0 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.12 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.8.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.4 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.4 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.0.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.57.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.0 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.7.8 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.5 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260324 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 1.0.3 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.6 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.14.5.0.md b/changelogs/WinPythonslim-64bit-3.14.5.0.md
new file mode 100644
index 00000000..a612cbc1
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.5.0.md
@@ -0,0 +1,554 @@
+## WinPython 3.14.5.0slim
+
+The following packages are included in WinPython-64bit v3.14.5.0slim .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.5 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.1.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.100.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[astropy](https://pypi.org/project/astropy) | 7.2.0 | Astronomy and astrophysics core library
+[astropy-iers-data](https://pypi.org/project/astropy-iers-data) | 0.2026.2.2.0.48.1 | IERS Earth Rotation and Leap Second tables for the astropy core package
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.21.1 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.1.0 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.3.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.3.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.2 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.25.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.3 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.29.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.22.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.14.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.12.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.14.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.17 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.3.2 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.15 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.1.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.3 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.13 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.14 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.9 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.13.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.5 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[mssql-python](https://pypi.org/project/mssql-python) | 1.5.0 | A Python library for interacting with Microsoft SQL Server
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.20.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.4 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.25.1 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.36.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.2 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.8.10 | The powerful data exploration & web app framework for Python.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.3.2 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.34.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.4 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.9.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.40.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.40.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.17.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.2 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.3 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.3 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyerfa](https://pypi.org/project/pyerfa) | 2.0.1.5 | Python bindings for ERFA
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.33.0 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.12 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.8.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.4 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.4 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.0.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.57.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.0 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.7.8 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.5 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260324 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 1.0.3 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.6 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.14.5.0.md b/changelogs/WinPythonslimf-64bit-3.14.5.0.md
new file mode 100644
index 00000000..8c1d818c
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.5.0.md
@@ -0,0 +1,504 @@
+## WinPython 3.14.5.0slimf
+
+The following packages are included in WinPython-64bit v3.14.5.0slimf .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.5 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.1.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.100.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.1.0 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.3.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.3.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.25.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.29.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[holoviews](https://pypi.org/project/holoviews) | 1.22.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.14.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.12.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.14.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.9 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.13.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.5 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.20.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.4 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 2.36.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.2 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.8.10 | The powerful data exploration & web app framework for Python.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.3.2 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.34.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.4 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.17.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.2 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.3 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.3 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.33.0 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.12 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.8.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.4 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.0.0 | The little ASGI library that shines.
+[streamlit](https://pypi.org/project/streamlit) | 1.57.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.0 | Streamlit component that allows you to render Bokeh charts
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.5 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260324 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 1.0.3 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.15.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.6 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonwhl-64bit-3.13.13.0.md b/changelogs/WinPythonwhl-64bit-3.13.13.0.md
new file mode 100644
index 00000000..664022b1
--- /dev/null
+++ b/changelogs/WinPythonwhl-64bit-3.13.13.0.md
@@ -0,0 +1,538 @@
+## WinPython 3.13.13.0whl
+
+The following packages are included in WinPython-64bit v3.13.13.0whl .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.13 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.1.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.100.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.21.1 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.3.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.3.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.2 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.25.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.3 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.29.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.14.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.12.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.14.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.17 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.3.2 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.15 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.1.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.3 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.13 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.14 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.9 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.13.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.5 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.20.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.4 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.25.1 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.36.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.2 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.34.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.4 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.9.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.40.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.40.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.17.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.2 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pydantic](https://pypi.org/project/pydantic) | 2.13.3 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.3 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.33.0 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.12 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.8.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.4 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.4 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.0.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.57.0 | A faster way to build and share data apps
+[superqt](https://pypi.org/project/superqt) | 0.7.8 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.5 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260324 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.6 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+
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+## WinPython 3.14.5.0whl
+
+The following packages are included in WinPython-64bit v3.14.5.0whl .
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.5 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.4.20260511 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.1.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.100.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.14.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.22.0 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.14.4 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.3.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.3.1 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 5.21.1 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxpy](https://pypi.org/project/cvxpy) | 1.8.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.4 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.3.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.19 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.0 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.3.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.2 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.4.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.25.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.1.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.54 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.2 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.3 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.29.0 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.14.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.150.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.11 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.1 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.12.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.4.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.12.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.13.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.14.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.2.17 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.3.2 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.15 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.1.10 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.0.3 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.0.13 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.3.14 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.0 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.7.8 | Mypyc runtime library
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.14.2 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.10.9 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.1 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.13.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.25.0 | Model Context Protocol SDK
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.5 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 10.8.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.0 | multidict implementation
+[mypy](https://pypi.org/project/mypy) | 1.19.1 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.20.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.2 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.4 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.25.1 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.36.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.7 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.2 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[parso](https://pypi.org/project/parso) | 0.8.6 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.0.4 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 2.34.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.4 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.9.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.40.1 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.40.1 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.17.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.24.1 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.4.1 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.2 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.1 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pydantic](https://pypi.org/project/pydantic) | 2.13.3 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.3 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.11.0 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.4 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.6.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.2 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.1 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.0.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.21 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.15.0 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.3 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.10.1 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2025.11.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.9 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.33.0 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 14.3.3 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.12 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.8.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.17.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.6 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.5 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.8.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.2 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.3 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.4 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.4 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.2.0 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.0.0 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.57.0 | A faster way to build and share data apps
+[superqt](https://pypi.org/project/superqt) | 0.7.8 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.2 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.1.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2025.3.30 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.5 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.1 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2025.11.14.15 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.21.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.32.4.20260324 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[ujson](https://pypi.org/project/ujson) | 5.11.0 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.11 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.14.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.6 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.46.3 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.2.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.22.0 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+
diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index 6bc43f0d..b3fe3ae9 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,5 +1,53 @@
-### WinPython 2026-02 beta2 (May 1st, 2026)
+### WinPython 2026-02 rc (May 13th, 2026)
+
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+
 
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+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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+70c6c418104b21038659d40310ab7ced | 1dec2347480159c840858b9d1e299be40598fda4 | 2177f1c1595951ac770f6434261a4f00bcc445881b9b102beeb63f4640ca16b9 | requir.64-3_13_13_0dot.txt        |            937 Bytes | 65db187d481a3cdc62441f332a15a29cc686843493fec855d5c42d7c46ff5b18
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+87da73e09a5c83ff3aaa29e471bd2bf0 | e750d5a0bcdd6c027cd981fb5c17ee32acb0bc72 | ebbb86bbd0582a45e5dcb0f945f72207a096686057533e82ed0cfccc02b1b49d | requir.64-3_13_13_0whl_wheels.txt |         52 708 Bytes | 420009399f3bfc8a78c9e7d9c0502f5d97ab9d1c957bdde79fa8df9f15695343
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+70c6c418104b21038659d40310ab7ced | 1dec2347480159c840858b9d1e299be40598fda4 | 2177f1c1595951ac770f6434261a4f00bcc445881b9b102beeb63f4640ca16b9 | requir.64-3_14_5_0free.txt        |            937 Bytes | 65db187d481a3cdc62441f332a15a29cc686843493fec855d5c42d7c46ff5b18
+a19a16b2ada9d7dbaa4dff7429510027 | b438ebbbcbdcce0990ab057e578b46602c02c9f4 | e6f33b685a77abad1e506d36c38a46c2a91068bbd93cb07461d372fa79419566 | requir.64-3_14_5_0slim.txt        |         55 264 Bytes | ec15a72e16ba49f45920a2b03247cc3e055a74dc8cdde9d093b83b4a624646af
+6e52c1a9469458890e9153483e71e20a | cd7686047ac42a36846132ce6f736a7355fb662f | 60c0887c3357957035b2014acb84de2772ed5d024a1985e2fd2638daed3c2d76 | requir.64-3_14_5_0slimf.txt       |         50 020 Bytes | 664cc07cac148e06eec23a17c93d758e9d1a094b64ccb58e87806b5f0fa98845
+70c6c418104b21038659d40310ab7ced | 1dec2347480159c840858b9d1e299be40598fda4 | 2177f1c1595951ac770f6434261a4f00bcc445881b9b102beeb63f4640ca16b9 | requir.64-3_14_5_0whl.txt         |            937 Bytes | 65db187d481a3cdc62441f332a15a29cc686843493fec855d5c42d7c46ff5b18
+ba26e003b673e29500646ded9cfaba76 | 2e943becd036a84aec9991e55f18e6c367d983a7 | d5b3a2e3595f42a95a1b6abb098728a48a9241833abd82ec1c241de461474558 | requir.64-3_14_5_0whl_wheels.txt  |         52 708 Bytes | 8274c533dee66b12a7aaabd563aaed6123ba5275c913a0733c5fab55ac7b0085
+70c6c418104b21038659d40310ab7ced | 1dec2347480159c840858b9d1e299be40598fda4 | 2177f1c1595951ac770f6434261a4f00bcc445881b9b102beeb63f4640ca16b9 | requir.64-3_15_0_2dot.txt         |            937 Bytes | 65db187d481a3cdc62441f332a15a29cc686843493fec855d5c42d7c46ff5b18
+70c6c418104b21038659d40310ab7ced | 1dec2347480159c840858b9d1e299be40598fda4 | 2177f1c1595951ac770f6434261a4f00bcc445881b9b102beeb63f4640ca16b9 | requir.64-3_15_0_2free.txt        |            937 Bytes | 65db187d481a3cdc62441f332a15a29cc686843493fec855d5c42d7c46ff5b18
+
+
+### WinPython 2026-02 beta2 (May 1st, 2026)
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
 ---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------

From bcb21e8c216b38b90260cb3d0f63f0a0a950115e Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 16 May 2026 16:58:01 +0200
Subject: [PATCH 079/157] remove un-needed left spaces on wppm -p output

---
 wppm/piptree.py | 26 +++++++++++---------------
 1 file changed, 11 insertions(+), 15 deletions(-)

diff --git a/wppm/piptree.py b/wppm/piptree.py
index 5113b1c3..4a0ccf39 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -226,22 +226,18 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
 
     def down(self, pp: str = "", extra: str = "", depth: int = 20, indent: int = 5, version_req: str = "", verbose: bool = False) -> str:
         """Generate downward dependency tree as formatted string."""
+        ppp = [pp] if pp in self.distro else ()
         if pp == ".":
-            results = [self.down(p, extra, depth, indent, version_req, verbose=verbose) for p in sorted(self.distro)]
-            return '\n'.join(filter(None, results))
-
-        if extra == ".":
-            if pp in self.distro:
-                results = [self.down(pp, one_extra, depth, indent, version_req, verbose=verbose)
-                           for one_extra in sorted(self.distro[pp]["provides"])]
-                return '\n'.join(filter(None, results))
-            return ""
-
-        if pp not in self.distro:
-            return ""
-
-        rawtext = json.dumps(self._get_dependency_tree(pp, extra, version_req, depth, verbose=verbose), indent=indent)
-        lines = [l for l in rawtext.split("\n") if len(l.strip()) > 2]
+           ppp = [p for p in self.distro]
+        results = []
+        for p in sorted(ppp):
+            if extra == ".":
+                for one_extra in sorted(self.distro[p]["provides"]):
+                    results +=  self._get_dependency_tree(p, one_extra, version_req, depth, verbose=verbose)
+            else:
+                results += self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose)
+        rawtext = json.dumps(results, indent=indent)
+        lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
         return "\n".join(lines).replace('"', "")
 
     def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 5, version_req: str = "", verbose: bool = False) -> str:

From 3898353f44bc61495211495095007e8eb4250dea Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 16 May 2026 17:33:25 +0200
Subject: [PATCH 080/157] remove un-needed left spaces on wppm -r output

---
 wppm/piptree.py | 28 ++++++++++++++--------------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/wppm/piptree.py b/wppm/piptree.py
index 4a0ccf39..8125fd31 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -244,22 +244,22 @@ def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 5, versio
         """Generate upward dependency tree as formatted string."""
         pp = ppw[:-1] if ppw.endswith('!') else ppw
         ppend = "!" if ppw.endswith('!') else "" #show only downward limiting dependancies
+        ppp = [pp] if pp in self.distro else ()
         if pp == ".":
-            results = [aa for p in sorted(self.distro) if '[requires' in (aa:=self.up(p + ppend, extra, depth, indent, version_req, verbose))]
-            return '\n'.join(filter(None, results))
-
-        if extra == ".":
-            if pp in self.distro:
-                extras = set(self.distro[pp]["provided"]).union(set(self.distro[pp]["provides"]))
-                results = [self.up(pp + ppend, e, depth, indent, version_req, verbose=verbose) for e in sorted(extras)]
-                return '\n'.join(filter(None, results))
-            return ""
-
-        if pp not in self.distro:
-            return ""
+           ppp = [p for p in self.distro]
+        results = []
+        for p in sorted(ppp):
+            if extra == ".":
+                extras = set(self.distro[p]["provided"]).union(set(self.distro[p]["provides"]))
+                for e in sorted(extras):
+                    a = self._get_dependency_tree(p, e, version_req, depth, verbose=verbose, upward=True)
+                    results += a if (len(a[0])>1 or ppend=="") else []
+            else:
+                a = self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose, upward=True)
+                results += a if (len(a[0])>1 or extra=="") else []
 
-        rawtext = json.dumps(self._get_dependency_tree(pp, extra, version_req, depth, verbose=verbose, upward=True), indent=indent)
-        lines = [l for l in rawtext.split("\n") if len(l.strip()) > 2   and ( ppend=="" or not "[requires:" in l)]
+        rawtext = json.dumps(results, indent=indent)
+        lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2   and ( ppend=="" or not "[requires:" in l)]
         return "\n".join(filter(None, lines)).replace('"', "").replace('[requires :', '[requires:')
 
     def description(self, pp: str) -> None:

From df6ba0187461ec80e7032b22ec21c38220db4787 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 16 May 2026 17:42:00 +0200
Subject: [PATCH 081/157] better filter on upward constraints, like in wppm -r
 pandas![.]

---
 wppm/piptree.py | 33 +++++++++++++++++----------------
 1 file changed, 17 insertions(+), 16 deletions(-)

diff --git a/wppm/piptree.py b/wppm/piptree.py
index 8125fd31..5754313f 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -157,7 +157,7 @@ def _populate_reverse_dependencies(self) -> None:
                             self.distro[target_key]["provided"][req["req_marker"].split('extra == ')[1].translate(remove_list)] = None
                     self.distro[target_key]["reverse_dependencies"].append(rev_dep)
 
-    def _get_dependency_tree(self, package_name: str, extra: str = "", version_req: str = "", depth: int = 20, path: Optional[List[str]] = None, verbose: bool = False, upward: bool = False) -> List[List[str]]:
+    def _get_dependency_tree(self, package_name: str, extra: str = "", version_req: str = "", depth: int = 20, path: Optional[List[str]] = None, verbose: bool = False, upward: bool = False, ppend: str="") -> List[List[str]]:
         """Recursive function to build dependency tree."""
         path = path or []
         extras = extra.split(",")
@@ -199,17 +199,18 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                     # IA risk error: # dask[array] go upwards as dask[dataframe], so {"extra": up_req} , not {"extra": extra}
                                     #tag downward limiting dependancies
                                     wall = " " if dependency["req_version"][:1] == "~" or dependency["req_version"].startswith("==") or "<" in dependency["req_version"] else ""
-                                    ret += self._get_dependency_tree(
-                                        dependency["req_key"],
-                                        up_req,
-                                        f"[requires{wall}: {package_name}"
-                                        + (f"[{dependency['req_extra']}]" if dependency["req_extra"] != "" else "")
-                                        + f'{dependency["req_version"]}]',
-                                        depth,
-                                        next_path,
-                                        verbose=verbose,
-                                        upward=upward,
-                                    )
+                                    if ppend=="" or wall==" ":
+                                        ret += self._get_dependency_tree(
+                                            dependency["req_key"],
+                                            up_req,
+                                            f"[requires: {package_name}"
+                                            + (f"[{dependency['req_extra']}]" if dependency["req_extra"] != "" else "")
+                                            + f'{dependency["req_version"]}]',
+                                            depth,
+                                            next_path,
+                                            verbose=verbose,
+                                            upward=upward,
+                                        )
                         elif not dependency.get("req_marker") or Marker(dependency["req_marker"]).evaluate(environment=environment):
                             ret += self._get_dependency_tree(
                                 dependency["req_key"],
@@ -252,15 +253,15 @@ def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 5, versio
             if extra == ".":
                 extras = set(self.distro[p]["provided"]).union(set(self.distro[p]["provides"]))
                 for e in sorted(extras):
-                    a = self._get_dependency_tree(p, e, version_req, depth, verbose=verbose, upward=True)
+                    a = self._get_dependency_tree(p, e, version_req, depth, verbose=verbose, upward=True, ppend=ppend)
                     results += a if (len(a[0])>1 or ppend=="") else []
             else:
-                a = self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose, upward=True)
+                a = self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose, upward=True, ppend=ppend)
                 results += a if (len(a[0])>1 or extra=="") else []
 
         rawtext = json.dumps(results, indent=indent)
-        lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2   and ( ppend=="" or not "[requires:" in l)]
-        return "\n".join(filter(None, lines)).replace('"', "").replace('[requires :', '[requires:')
+        lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
+        return "\n".join(filter(None, lines)).replace('"', "")
 
     def description(self, pp: str) -> None:
         """Return package description or None if not found."""

From 7b690f76508933f9f03d94b96cbf18001d2d181e Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 16 May 2026 23:04:53 +0200
Subject: [PATCH 082/157] upgrade version

---
 wppm/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index b5c15bb5..3f005aef 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.4.20260511'
+__version__ = '17.4.20260516'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'

From 685abe4521315bb4709ef81ab37a3a442d0529d2 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 17 May 2026 10:30:19 +0200
Subject: [PATCH 083/157] 2026-02 final

---
 changelogs/md5_sha1.txt | 23 ++++++++++++++++++++++-
 wppm/__init__.py        |  4 ++--
 wppm/piptree.py         |  4 ++--
 3 files changed, 26 insertions(+), 5 deletions(-)

diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index b3fe3ae9..74ec117f 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,4 +1,25 @@
-### WinPython 2026-02 rc (May 13th, 2026)
+### WinPython 2026-02 (May 17th, 2026) 
+
+MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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+eafcd0228b52f2757acf7f71534b8276 | 6d00e9643755ee872f83f6a44b8d806f18dadd43 | 6acc720fbbdcb22f983dac8ba75f2596c48894e7058f10171b9dc3866fafb5fe | WinPython64-3.13.13.0slim.7z      |    665 574 926 Bytes | db7750860cc089cda824556e2af347cd32bcdcd06cbcc442a5b2911b0e8bf762
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+076f76bddc1b94552ec2e00b0d964e5b | bed1c4a783ddffb9ed966fecd9e73b385bfbf9c7 | f3ee735d12563c7d691ce345e265f43341c7dd4ef8dcd0e6c23415a8c666462b | WinPython64-3.14.5.0dot.zip       |     28 341 113 Bytes | a568041835daba395e85df8553abd1ab199482dcf43e443b620d066b92091c4a
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+14b17f47039a855011f70279bb8d3fb5 | b8bc6c02c30ad0fa8e3331c6a880d7d1fc77034f | 8f88a3e57371378c82362313be129b41b7e4f9e96b529f3cea78d8901cb0b0dc | WinPython64-3.15.0.2dot.zip       |     29 372 514 Bytes | 29779e20d55b5bf4a2269720ab9e492f4260b36d45e1def89b3dbfa3f18b62ee
+8804015b27992db5c158aedce4fb3918 | 43e3fa60f2bbf782ef1b10a30fdf9d7b3b57cfa5 | 6c1b7c72929b965fb5e2979759a193d9afd380c0eb92ee77e45aa2b70718d22d | WinPython64-3.15.0.2free.exe      |     18 257 265 Bytes | 02473ef68b4e51bdf8c878ab05e8f69392fe3ef1a95adff423d826b370ad9708
+d118d1bd53c6321f50fee828e79c6715 | f316b1d5ae825b400af0a4cd5d73525f7866fe87 | 98322b88ff90386e8bb8e906010f37f4f0d7889c214536112a6667504bb89594 | WinPython64-3.15.0.2free.zip      |     29 497 456 Bytes | 4473e3c311bc327e92e9c63158cdd6512d7aab4ee73d5b5dbec483fd5a49d033
+
+
+### WinPython 2026-02 rc (May 13th, 2026) 
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
 ---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
diff --git a/wppm/__init__.py b/wppm/__init__.py
index 3f005aef..490e9cf1 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -4,7 +4,7 @@
 -----------------------------------------
 
 Copyright (c) 2012-2013 Pierre Raybaut
-Copyright (c) 2014-2025+  The Winpython development team https://github.com/winpython/
+Copyright (c) 2014-2026+  The Winpython development team https://github.com/winpython/
 
 Permission is hereby granted, free of charge, to any person
 obtaining a copy of this software and associated documentation
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.4.20260516'
+__version__ = '17.4.20260517'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/piptree.py b/wppm/piptree.py
index 5754313f..3bb95354 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -225,7 +225,7 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                 ret_all.append(ret)
         return ret_all
 
-    def down(self, pp: str = "", extra: str = "", depth: int = 20, indent: int = 5, version_req: str = "", verbose: bool = False) -> str:
+    def down(self, pp: str = "", extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False) -> str:
         """Generate downward dependency tree as formatted string."""
         ppp = [pp] if pp in self.distro else ()
         if pp == ".":
@@ -241,7 +241,7 @@ def down(self, pp: str = "", extra: str = "", depth: int = 20, indent: int = 5,
         lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
         return "\n".join(lines).replace('"', "")
 
-    def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 5, version_req: str = "", verbose: bool = False) -> str:
+    def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False) -> str:
         """Generate upward dependency tree as formatted string."""
         pp = ppw[:-1] if ppw.endswith('!') else ppw
         ppend = "!" if ppw.endswith('!') else "" #show only downward limiting dependancies

From 25c5ec59affac2c9c7237a85749ebfded9b18aac Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 23 May 2026 19:38:16 +0200
Subject: [PATCH 084/157] don't use pip._vendor

---
 .../github_workflows_build-2026_03.yml        |  245 +
 winpython/build_winpython.py                  |    4 +
 .../pylock.64-3_13_13_1dotb0.toml             |  101 +
 .../pylock.64-3_13_13_1slimb0.toml            | 5821 +++++++++++++++++
 winpython_builds_bd13.toml                    |   13 +-
 winpython_builds_bd14.toml                    |   17 +-
 winpython_builds_bd15.toml                    |   39 +
 wppm/__init__.py                              |    2 +-
 wppm/diff.py                                  |    2 +-
 wppm/piptree.py                               |    2 +-
 10 files changed, 6224 insertions(+), 22 deletions(-)
 create mode 100644 .github/workflows/github_workflows_build-2026_03.yml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
 create mode 100644 winpython_builds_bd15.toml

diff --git a/.github/workflows/github_workflows_build-2026_03.yml b/.github/workflows/github_workflows_build-2026_03.yml
new file mode 100644
index 00000000..b8436019
--- /dev/null
+++ b/.github/workflows/github_workflows_build-2026_03.yml
@@ -0,0 +1,245 @@
+name: Build WinPython for 2026-02 Cycle
+
+on:
+  workflow_dispatch:
+    inputs:
+      python_versionf:
+        description: 'Python version to build (3.13, 3.14, 3.14F or 3.15)'
+        required: true
+        default: '3.14'
+        type: choice
+        options:
+          - '3.13'
+          - '3.14'
+          - '3.14F'
+          - '3.15'
+          - '3.15F'
+
+env:
+  # === Global Configuration ===
+  WINPYARCH: "64"
+  my_cycle: "winpython/portable/cycle_2026_03"
+  my_release_level: "b0"
+  dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
+  pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
+  pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
+
+jobs:
+  build-winpython:
+    runs-on: windows-latest
+    strategy:
+      fail-fast: true
+      matrix:
+        flavor:
+          - name: "dot"
+            formats: { zip: true, 7z: false, exe: true }
+            PANDOC: "0"
+            WINPYARCHDET: "64"
+          - name: "slim"
+            formats: { zip: false, 7z: true, exe: true }
+            PANDOC: "1"
+            WINPYARCHDET: "64"
+          - name: "whl"
+            formats: { zip: false, 7z: true, exe: false }
+            PANDOC: "0"
+            WINPYARCHDET: "64"
+          - name: "dotf"
+            formats: { zip: true, 7z: false, exe: true }
+            PANDOC: "0"
+            WINPYARCHDET: "64F"
+          - name: "slimf"
+            formats: { zip: false, 7z: true, exe: true }
+            PANDOC: "1"
+            WINPYARCHDET: "64F"
+
+    env:
+      PYTHON_VERSIONF: ${{ github.event.inputs.python_versionf }}
+      WINPYFLAVOR: ${{ matrix.flavor.name }}
+      PANDOC: ${{ matrix.flavor.PANDOC }}
+      WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v6
+
+      - name: Set Python version configuration
+        id: python_config
+        shell: pwsh
+        run: |
+          switch ($env:PYTHON_VERSIONF) {
+            '3.13' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.13.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.13.13+20260508-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=08eaecdf56b0929f4fc07d0d6b21e96df768de80d42b87d339c932a4bd12a9a1'
+            }
+            '3.14' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.5.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260510/cpython-3.14.5+20260510-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=4d26ade49e9571ccb3bd1a88cfc72c52b11a9a9f6e204a57f38592aed137566a'
+            }
+            '3.14F' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.5.1'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260510/cpython-3.14.5+20260510-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=780df413efe4992c751bff3f84e63c54ccffa11fd26487378ff9de459375e409'
+            }
+            '3.15' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.3'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.15.0b1+20260508-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=8a1184312b5e7469d6a937e3d7478ea5a11d65a8a8a2a4cad8cbb851c13b111c'
+            }
+            '3.15F' {
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.3'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260508/cpython-3.15.0b1+20260508-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=5c139ad3b99ea0ae08cf79d32f9731da379f7259fb4353746b9cc14bd0fc184f'
+            }
+          }
+
+      - name: Set static and matrix variables based on selected Python version
+        shell: pwsh
+        env:
+          PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
+          WINPYARCHDET: ${{ env.WINPYARCHDET }}
+          WINPYVER2: ${{ steps.python_config.outputs.ver2 }}
+          my_cycle: ${{ env.my_cycle }}
+          my_release_level: ${{ env.my_release_level }}
+          FLAVOR_NAME: ${{ matrix.flavor.name }}
+          python_source: ${{ steps.python_config.outputs.src }}
+        run: |
+          # Normalize PYTHON_VERSION by removing trailing 'F' if present
+          $PYTHON_VERSION = $env:PYTHON_VERSIONF -replace 'F$',''
+          Add-Content -Path $env:GITHUB_ENV -Value "PYTHON_VERSION=$PYTHON_VERSION"
+
+          # Detect architecture (64 or 64F)
+          $detected_arch = if ($env:PYTHON_VERSIONF -like '*F') { '64F' } else { '64' }
+
+          $WINPYVER2 = $env:WINPYVER2
+          $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '[.]', "")
+          Add-Content -Path $env:GITHUB_ENV -Value "build_location=$BUILD_LOCATION"
+
+          # check consistency of parametrizing:
+          $python_version=([version]$WINPYVER2).ToString(3)
+          if ($env:python_source.Contains($python_version)) {
+            Write-Host "Success: Found '$python_version' in $env:python_source"
+          } else {
+            Write-Error "Error: '$python_version' not found in $env:python_source !"
+            exit 1
+          }
+
+          $WINPYREQUIREMENTS = ''
+          $WINPYREQUIREMENTSwhl = ''
+
+          # 2. Generate requirement files expected names dynamically
+          $V_TAG = $env:WINPYVER2 -replace '\.', '_'
+          $testreq = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
+          $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.txt"
+
+          Write-Host "Checking for requirements files: $testreq and $testwhl (expected arch $detected_arch)"
+
+          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
+            $WINPYREQUIREMENTS = $testreq
+            Write-Host "Found $WINPYREQUIREMENTS"
+            if (Test-Path $testwhl) {
+              $WINPYREQUIREMENTSwhl = $testwhl
+              Write-Host "Found also $WINPYREQUIREMENTSwhl"
+            }
+          }
+
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTS=$WINPYREQUIREMENTS"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl"
+
+          $WINPYLOCKFILE = ''
+          $WINPYLOCKFILEwhl = ''
+
+          # 2. Generate pylock files expected names dynamically
+          $V_TAG = $env:WINPYVER2 -replace '\.', '_'
+          $testreq = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).toml"
+          $testwhl = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.toml"
+
+          Write-Host "Checking for pylock files: $testreq and $testwhl (expected arch $detected_arch)"
+
+          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
+            $WINPYLOCKFILE = $testreq
+            Write-Host "Found $WINPYLOCKFILE"
+            if (Test-Path $testwhl) {
+              $WINPYLOCKFILEwhl = $testwhl
+              Write-Host "Found also $WINPYLOCKFILEwhl"
+            }
+          }
+
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILE=$WINPYLOCKFILE"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILEwhl=$WINPYLOCKFILEwhl"
+
+          $ARTIFACT_NAME = "publish_${PYTHON_VERSION}$($env:FLAVOR_NAME)"
+          Add-Content -Path $env:GITHUB_ENV -Value "ARTIFACT_NAME=$ARTIFACT_NAME"
+
+          $destwheelhouse = "$BUILD_LOCATION\wheelhouse\included.wheels"
+          Add-Content -Path $env:GITHUB_ENV -Value "destwheelhouse=$destwheelhouse"
+
+          $WINPYVER = "${WINPYVER2}$($env:FLAVOR_NAME)$($env:my_release_level)"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER=$WINPYVER"
+
+          # Store WINPYVER2 in env for later steps
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER2=$WINPYVER2"
+
+      - name: Download, verify and extract python standalone
+        if: env.WINPYLOCKFILE != ''
+        uses: ./.github/actions/python-setup
+        with:
+          python_source: ${{ steps.python_config.outputs.src }}
+          python_sha256: ${{ steps.python_config.outputs.sha }}
+          build_location: ${{ env.build_location }}
+    
+      - name: Download, checking hash and integrating pandoc binary
+        if: env.WINPYLOCKFILE != '' && env.PANDOC == '1'
+        uses: ./.github/actions/pandoc-setup
+        with:
+          pandoc_source: ${{ env.pandoc_source }}
+          pandoc_sha256: ${{ env.pandoc_sha256 }}
+          build_location: ${{ env.build_location }}
+
+      - name: Upgrade pip and patch launchers
+        if: env.WINPYLOCKFILE != ''
+        shell: pwsh
+        run: |
+          & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip --no-warn-script-location 
+          & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
+
+      - name: Download all requirements
+        if: ${{ env.WINPYLOCKFILE != '' }}
+        shell: pwsh
+        run: |
+          $py = "$env:build_location\python\python.exe"
+          & $py -m pip download --dest $env:dotwheelhouse --no-deps --require-hashes -r $env:WINPYLOCKFILE
+          if ($env:WINPYLOCKFILEwhl -ne '') {
+              & $py -m pip download --dest $env:destwheelhouse --no-deps --require-hashes -r $env:WINPYLOCKFILEwhl
+          }
+
+      - name: Install lockfile
+        if: env.WINPYLOCKFILE != ''
+        shell: pwsh
+        run: |
+          # & "$env:build_location\python\python.exe" -m pip install --no-deps --no-index --trusted-host=None --find-links=$env:dotwheelhouse --require-hashes -r $env:WINPYREQUIREMENTS --no-warn-script-location
+          & "$env:build_location\python\python.exe" -m pip install --no-deps --require-hashes -r $env:WINPYLOCKFILE --no-warn-script-location
+
+      - name: Generate Assets and Hashes
+        if: env.WINPYLOCKFILE != ''
+        uses: ./.github/actions/publish-winpython
+        with:
+          build_location: ${{ env.build_location }}
+          winpy_flavor: ${{ env.WINPYFLAVOR }}
+          winpy_arch: ${{ env.WINPYARCH }}
+          winpy_ver: ${{ env.WINPYVER }}
+          winpy_ver2: ${{ env.WINPYVER2 }}
+          dotwheelhouse: ${{ env.dotwheelhouse }}
+          winpy_requirements_whl: ${{ env.WINPYREQUIREMENTSwhl }}
+          format_zip: ${{ matrix.flavor.formats.zip }}
+          format_7z: ${{ matrix.flavor.formats['7z'] }}
+          format_exe: ${{ matrix.flavor.formats.exe }}
+
+      - name: Upload artifacts
+        if: env.WINPYLOCKFILE != ''
+        uses: actions/upload-artifact@v6
+        with:
+          name: ${{ env.ARTIFACT_NAME }}
+          path: publish_output
+          retention-days: 66  # keeps artifact for 66 days
\ No newline at end of file
diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 8254d5d6..4599df7f 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -92,6 +92,10 @@ def generate_lockfiles(target_python: Path, winpydirbase: Path, constraints: str
        raise os.error
     else:
        print ("💖💖💖 match 💖💖💖 ok ",winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+       print ("💖 housekeeping, removing local files 💖 ",  winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+       os.remove (winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+       os.remove (winpydirbase.parent / f"pylock.{file_postfix}{local}.toml")
+       os.remove (winpydirbase.parent / f"requirement_temp.txt")
 
 # --- Main Logic ---
 def run_make_py(build_python, winpydirbase, args, winpyver, winpyver2):
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
new file mode 100644
index 00000000..50c81ce3
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.2"
+
+[[packages.wheels]]
+name = "build-1.4.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/4a/57/3b7d4dd193ade4641c865bc2b93aeeb71162e81fc348b8dad020215601ed/build-1.4.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.2"
+
+[[packages.wheels]]
+name = "packaging-26.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "82.0.1"
+
+[[packages.wheels]]
+name = "setuptools-82.0.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/9d/76/f789f7a86709c6b087c5a2f52f911838cad707cc613162401badc665acfe/setuptools-82.0.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb"
+
+[[packages]]
+name = "sqlite-bro"
+version = "0.13.1"
+
+[[packages.wheels]]
+name = "sqlite_bro-0.13.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2a/b3/81b91f5b26fff329c59dbf826a87637bd51d1903120427912322f86e7d33/sqlite_bro-0.13.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d"
+
+[[packages]]
+name = "sv-ttk"
+version = "2.6.0"
+
+[[packages.wheels]]
+name = "sv_ttk-2.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0f/3d/be0abc3202e90f282ad465f4e7c6e41bc8dce810ce5d1611566a1e7dfba8/sv_ttk-2.6.0-py3-none-any.whl"
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diff --git a/winpython_builds_bd13.toml b/winpython_builds_bd13.toml
index d5864fb8..fd136031 100644
--- a/winpython_builds_bd13.toml
+++ b/winpython_builds_bd13.toml
@@ -1,8 +1,5 @@
 [pythons]
-"311" = { python_target_release = "3119", release = "2", my_release_level = "b4" }
-"312" = { python_target_release = "31210", release = "2", my_release_level = "b4" }
-"313" = { python_target_release = "31311", release = "0", my_release_level = "b4" }
-"314" = { python_target_release = "3142", release = "0", my_release_level = "b4" }
+"313" = { python_target_release = "31313", release = "1", my_release_level = "b0" }
 
 
 [[builds]]
@@ -12,7 +9,7 @@ python_target = "313"
 pyver = "3.13"
 flavor = "dot"
 arch = "64"
-create_installer = "7zip.zip"
+create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd313\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
@@ -29,7 +26,7 @@ python_target = "313"
 pyver = "3.13"
 flavor = "slim"
 arch = "64"
-create_installer = "7zip.7z"
+create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd313\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\requirements64_slim.txt"
@@ -39,14 +36,14 @@ toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade" 
 
 
-[[builds]]
+[[builds_nomore]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "313"
 pyver = "3.13"
 flavor = "whl"
 arch = "64"
-create_installer = ".7z-mx9"
+create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd313\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
diff --git a/winpython_builds_bd14.toml b/winpython_builds_bd14.toml
index f852b650..827cf195 100644
--- a/winpython_builds_bd14.toml
+++ b/winpython_builds_bd14.toml
@@ -1,10 +1,5 @@
 [pythons]
-"311" = { python_target_release = "3119", release = "2", my_release_level = "b4" }
-"312" = { python_target_release = "31210", release = "2", my_release_level = "b4" }
-"313" = { python_target_release = "31311", release = "0", my_release_level = "b4" }
-"314" = { python_target_release = "3142", release = "0", my_release_level = "b4" }
-
-
+"314" = { python_target_release = "3145", release = "1", my_release_level = "b0" }
 
 
 
@@ -26,11 +21,11 @@ install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 [[builds]]
-name = "free"
+name = "dotf"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
 pyver = "3.14"
-flavor = "free"
+flavor = "dotf"
 arch = "64"
 create_installer = "7zip.zip"
 preclear_build_directory = "Yes"
@@ -74,18 +69,18 @@ mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\requirements_slimf.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
+toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
-[[builds]]
+[[builds_nopore]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
 pyver = "3.14"
 flavor = "whl"
 arch = "64"
-create_installer = ".7z-mx9"
+create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
new file mode 100644
index 00000000..b00ed351
--- /dev/null
+++ b/winpython_builds_bd15.toml
@@ -0,0 +1,39 @@
+[pythons]
+"315" = { python_target_release = "3150", release = "3", my_release_level = "b0" }
+
+
+
+[[builds]]
+name = "dot"
+root_dir_for_builds = "C:\\Winp"
+python_target = "315"
+pyver = "3.15"
+flavor = "dot"
+arch = "64"
+create_installer = ".zip"
+preclear_build_directory = "Yes"
+mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
+source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
+find_links = "C:\\Winp\\packages.srcreq"
+toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
+install_options = "--no-index --pre --trusted-host=None --upgrade"
+
+
+[[builds]]
+name = "dotf"
+root_dir_for_builds = "C:\\Winp"
+python_target = "315"
+pyver = "3.15"
+flavor = "dotf"
+arch = "64"
+create_installer = "None"
+preclear_build_directory = "Yes"
+mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
+source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
+find_links = "C:\\Winp\\packages.srcreq"
+toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
+install_options = "--no-index --pre --trusted-host=None --upgrade"
+
+
diff --git a/wppm/__init__.py b/wppm/__init__.py
index 490e9cf1..bbc1b0b7 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.4.20260517'
+__version__ = '17.5.20260523'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/diff.py b/wppm/diff.py
index 227c2911..5e1de9b2 100644
--- a/wppm/diff.py
+++ b/wppm/diff.py
@@ -10,7 +10,7 @@
 import sys
 import shutil
 from pathlib import Path
-from pip._vendor.packaging import version
+from packaging import version
 from . import utils
 
 CHANGELOGS_DIR = Path(__file__).parent.parent / "changelogs"
diff --git a/wppm/piptree.py b/wppm/piptree.py
index 3bb95354..414c75ef 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -14,7 +14,7 @@
 from functools import lru_cache
 from collections import OrderedDict
 from typing import Dict, List, Optional, Tuple, Union
-from pip._vendor.packaging.markers import Marker
+from packaging.markers import Marker
 from importlib.metadata import Distribution, distributions
 from pathlib import Path
 from . import utils

From f05824693b620065651433e32aeaf0a3ffbd547c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 24 May 2026 15:45:20 +0200
Subject: [PATCH 085/157] build 2026-03 b0

---
 .../pylock.64-3_13_13_1dotb0.toml             |    8 +-
 .../pylock.64-3_13_13_1slimb0.toml            |  152 +-
 .../pylock.64-3_13_13_1whlb0.toml             |  101 +
 .../pylock.64-3_13_13_1whlb0_wheels.toml      | 5546 ++++++++++++++++
 .../pylock.64-3_14_5_1dotb0.toml              |  101 +
 .../pylock.64-3_14_5_1dotfb0.toml             |  101 +
 .../pylock.64-3_14_5_1slimb0.toml             | 5821 +++++++++++++++++
 .../pylock.64-3_14_5_1slimfb0.toml            | 5271 +++++++++++++++
 .../pylock.64-3_14_5_1whlb0.toml              |  101 +
 .../pylock.64-3_14_5_1whlb0_wheels.toml       | 5546 ++++++++++++++++
 .../pylock.64-3_15_0_3dotb0.toml              |  101 +
 .../pylock.64-3_15_0_3dotfb0.toml             |  101 +
 12 files changed, 22870 insertions(+), 80 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
index 50c81ce3..262ea05b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.4.20260517"
+version = "17.5.20260523"
 
 [[packages.wheels]]
-name = "wppm-17.4.20260517-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/3f/b2/8c2ef911b9d98ce05052b159cc29276cd33bd6c39d2d2c2dd7f2a6a2586a/wppm-17.4.20260517-py3-none-any.whl"
+name = "wppm-17.5.20260523-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "7e5a934c099b8e5bdb9710d2ceb5387695b813af5317b08e4cff1e521b682a6e"
+sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
index ac35efe8..8ff3e88d 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
@@ -135,14 +135,14 @@ sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
 
 [[packages]]
 name = "anthropic"
-version = "0.102.0"
+version = "0.104.1"
 
 [[packages.wheels]]
-name = "anthropic-0.102.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/87/75/0f6c603594876413bc858a00e7cc0d80a0cc14edf5c7b959a3ea6ec45e44/anthropic-0.102.0-py3-none-any.whl"
+name = "anthropic-0.104.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b8/12/d9ab42790494d7c428391a46cd28492395566a6a8ccb138d681978594455/anthropic-0.104.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "ab96540bbd4b0f36564252d955a86f8abbe4f00944a24bc9931acc9b139bab6f"
+sha256 = "35c8cb456f5a4405aafe1f10f03f6fcc54fa51fa8ec01d655cc4b437d120e9b7"
 
 [[packages]]
 name = "anyio"
@@ -465,14 +465,14 @@ sha256 = "b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4"
 
 [[packages]]
 name = "black"
-version = "26.5.0"
+version = "26.5.1"
 
 [[packages.wheels]]
-name = "black-26.5.0-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/b5/0e/01baec29dd65ecca6be69d721b90dfff473b0e49fb49bb1b5b3fa470ab9d/black-26.5.0-cp313-cp313-win_amd64.whl"
+name = "black-26.5.1-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/49/ad/b4e0d9365ba8ac34f6bbab62a4b1b2dd5d618fac3fa1b8db968c844201b5/black-26.5.1-cp313-cp313-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "c5b08371561dae9c90391fe7f2138fe7fa495437d3bb134eb865839036e65784"
+sha256 = "e1a26503279b6b310669fb0b219c39e4820b77e8189fe80f522bb511f247db0a"
 
 [[packages]]
 name = "bleach"
@@ -652,14 +652,14 @@ sha256 = "9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"
 
 [[packages]]
 name = "cohere"
-version = "5.21.1"
+version = "7.0.0"
 
 [[packages.wheels]]
-name = "cohere-5.21.1-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0a/50/5538f02ec6d10fbb84f29c1b18c68ff2a03d7877926a80275efdf8755a9f/cohere-5.21.1-py3-none-any.whl"
+name = "cohere-7.0.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d8/b6/ff393408f64091d07ce64a8baeb70aee8640225997e7f5b123fcb19de909/cohere-7.0.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "f15592ec60d8cf12f01563db94ec28c388c61269d9617f23c2d6d910e505344e"
+sha256 = "de565f04f805b909bd1040b70fad916dc7699c977c2f532289097bf3491d6cc3"
 
 [[packages]]
 name = "colorama"
@@ -894,14 +894,14 @@ sha256 = "93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782"
 
 [[packages]]
 name = "dill"
-version = "0.4.0"
+version = "0.4.1"
 
 [[packages.wheels]]
-name = "dill-0.4.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/50/3d/9373ad9c56321fdab5b41197068e1d8c25883b3fea29dd361f9b55116869/dill-0.4.0-py3-none-any.whl"
+name = "dill-0.4.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/1e/77/dc8c558f7593132cf8fefec57c4f60c83b16941c574ac5f619abb3ae7933/dill-0.4.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"
+sha256 = "1e1ce33e978ae97fcfcff5638477032b801c46c7c65cf717f95fbc2248f79a9d"
 
 [[packages]]
 name = "distributed"
@@ -1037,14 +1037,14 @@ sha256 = "760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017"
 
 [[packages]]
 name = "faker"
-version = "40.4.0"
+version = "40.15.0"
 
 [[packages.wheels]]
-name = "faker-40.4.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/ac/63/58efa67c10fb27810d34351b7a10f85f109a7f7e2a07dc3773952459c47b/faker-40.4.0-py3-none-any.whl"
+name = "faker-40.15.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/a7/a7/a600f8f30d4505e89166de51dd121bd540ab8e560e8cf0901de00a81de8c/faker-40.15.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "486d43c67ebbb136bc932406418744f9a0bdf2c07f77703ea78b58b77e9aa443"
+sha256 = "71ab3c3370da9d2205ab74ffb0fd51273063ad562b3a3bb69d0026a20923e318"
 
 [[packages]]
 name = "fasta2a"
@@ -1279,14 +1279,14 @@ sha256 = "e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b"
 
 [[packages]]
 name = "geopandas"
-version = "1.1.2"
+version = "1.1.3"
 
 [[packages.wheels]]
-name = "geopandas-1.1.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/54/e4/fac19dc34cb686c96011388b813ff7b858a70681e5ce6ce7698e5021b0f4/geopandas-1.1.2-py3-none-any.whl"
+name = "geopandas-1.1.3-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/3c/78/6a04792ace63a93e162f1305392d500ae8ddcb620e7eb88a22fd622b35bb/geopandas-1.1.3-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "2bb0b1052cb47378addb4ba54c47f8d4642dcbda9b61375638274f49d9f0bb0d"
+sha256 = "90d62a64f95eaa3be2ccc115c5f3d6e24208bb11983b390fdc0621a3eccd0230"
 
 [[packages]]
 name = "geopy"
@@ -1576,14 +1576,14 @@ sha256 = "0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"
 
 [[packages]]
 name = "huggingface-hub"
-version = "1.15.0"
+version = "1.16.1"
 
 [[packages.wheels]]
-name = "huggingface_hub-1.15.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/6e/11/0b64cc9024329b76d7547c19a67604a61d21d3ba678a69d1b220c29d5112/huggingface_hub-1.15.0-py3-none-any.whl"
+name = "huggingface_hub-1.16.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/49/79/621a7dbb80c70974f73a597275351ebe03ce5bc65cb5f8f4acb5859252bc/huggingface_hub-1.16.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "a4a59af04cbc41a3fe3fec429b171ef994ef8c971eda10136746f408dd4e3744"
+sha256 = "64340de934b9ce37857ef85a82de72f5629e8a270f9119eabb12bf495eb53c22"
 
 [[packages]]
 name = "hupper"
@@ -1950,14 +1950,14 @@ sha256 = "85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"
 
 [[packages]]
 name = "jiter"
-version = "0.12.0"
+version = "0.14.0"
 
 [[packages.wheels]]
-name = "jiter-0.12.0-cp313-cp313-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/c4/1f/30b0eb087045a0abe2a5c9c0c0c8da110875a1d3be83afd4a9a4e548be3c/jiter-0.12.0-cp313-cp313-win_amd64.whl"
+name = "jiter-0.14.0-cp313-cp313-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/4c/19/3f339a5a7f14a11730e67f6be34f9d5105751d547b615ef593fa122a5ded/jiter-0.14.0-cp313-cp313-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "e25012eb0c456fcc13354255d0338cd5397cce26c77b2832b3c4e2e255ea5d9a"
+sha256 = "9b8c571a5dba09b98bd3462b5a53f27209a5cbbe85670391692ede71974e979f"
 
 [[packages]]
 name = "joblib"
@@ -2269,25 +2269,25 @@ sha256 = "461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79"
 
 [[packages]]
 name = "langgraph"
-version = "1.2.0"
+version = "1.2.1"
 
 [[packages.wheels]]
-name = "langgraph-1.2.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/f6/e8/e3304ac0015c2bdb04ad9785e4ed65c788855ce7857ce6104dd2f5d322db/langgraph-1.2.0-py3-none-any.whl"
+name = "langgraph-1.2.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/73/8c/313912e26866893bd15be9b4ea3442dc86f69270b0ad01a4961d1eba7118/langgraph-1.2.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "03fd5895a8d4b70db1ff63ebc3bacead29dd20cd794a8b1a483e7ec9018f7a65"
+sha256 = "5cc4020de8f1e2a048d773f6e9128646a2af8c68a8067ab9cab177a2fcc8d221"
 
 [[packages]]
 name = "langgraph-checkpoint"
-version = "4.1.0"
+version = "4.1.1"
 
 [[packages.wheels]]
-name = "langgraph_checkpoint-4.1.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/93/74/d3be2b41955e20ccd624dba5f6fe9d38dcee385ba470a6e13ed86732fc86/langgraph_checkpoint-4.1.0-py3-none-any.whl"
+name = "langgraph_checkpoint-4.1.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/b4/71425e3e38be92611300b9cc5e46a5bf98ab23f5ea8a75b73d02a2f1413c/langgraph_checkpoint-4.1.1-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "8bc2a0466a20c38b865ce6671b42093fd5c041133f32351cae4222e0eeaf7fb5"
+sha256 = "25d29144b082827218e7bc3f1e9b0566a4bb007895cd6cc26f66a8428739f56e"
 
 [[packages]]
 name = "langgraph-prebuilt"
@@ -2302,14 +2302,14 @@ sha256 = "51e311747d755b751d5c6b39b0c1446124d3a7643d2515017e6714b323508fc9"
 
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 name = "langgraph-sdk"
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index 00000000..262ea05b
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index 00000000..262ea05b
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new file mode 100644
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diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
new file mode 100644
index 00000000..262ea05b
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
@@ -0,0 +1,101 @@
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From 4e126daa3f3d8fb76b8dffe6740bf0d32ee87fe2 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 24 May 2026 15:48:44 +0200
Subject: [PATCH 086/157] papercut

---
 .github/workflows/github_workflows_build-2026_03.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/github_workflows_build-2026_03.yml b/.github/workflows/github_workflows_build-2026_03.yml
index b8436019..f6d0ce60 100644
--- a/.github/workflows/github_workflows_build-2026_03.yml
+++ b/.github/workflows/github_workflows_build-2026_03.yml
@@ -1,4 +1,4 @@
-name: Build WinPython for 2026-02 Cycle
+name: Build WinPython for 2026-03 Cycle
 
 on:
   workflow_dispatch:

From 1b8bd4fccd7f8f7e4718b739763af90fb82c4817 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 24 May 2026 16:34:03 +0200
Subject: [PATCH 087/157] fix for cloud build

---
 wppm/__init__.py | 2 +-
 wppm/piptree.py  | 5 ++++-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index bbc1b0b7..9f375784 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.5.20260523'
+__version__ = '17.5.20260524'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/piptree.py b/wppm/piptree.py
index 414c75ef..fe6e2160 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -14,7 +14,10 @@
 from functools import lru_cache
 from collections import OrderedDict
 from typing import Dict, List, Optional, Tuple, Union
-from packaging.markers import Marker
+try:
+    from packaging.markers import Marker
+except  ModuleNotFoundError:
+    from pip._vendor.packaging.markers import Marker
 from importlib.metadata import Distribution, distributions
 from pathlib import Path
 from . import utils

From d94dae28626f30908b7fb6a557180269985a02fa Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 24 May 2026 23:25:07 +0200
Subject: [PATCH 088/157] 2026'03 b0 try 2

---
 winpython/build_winpython.py                       | 14 +++++++-------
 .../cycle_2026_03/pylock.64-3_13_13_1dotb0.toml    |  8 ++++----
 .../cycle_2026_03/pylock.64-3_13_13_1slimb0.toml   |  8 ++++----
 .../cycle_2026_03/pylock.64-3_13_13_1whlb0.toml    |  8 ++++----
 .../cycle_2026_03/pylock.64-3_14_5_1dotb0.toml     |  8 ++++----
 .../cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml    |  8 ++++----
 .../cycle_2026_03/pylock.64-3_14_5_1slimb0.toml    |  8 ++++----
 .../cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml   |  8 ++++----
 .../cycle_2026_03/pylock.64-3_14_5_1whlb0.toml     |  8 ++++----
 .../cycle_2026_03/pylock.64-3_15_0_3dotb0.toml     |  8 ++++----
 .../cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml    |  8 ++++----
 11 files changed, 47 insertions(+), 47 deletions(-)

diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 4599df7f..9e14029a 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -88,14 +88,14 @@ def generate_lockfiles(target_python: Path, winpydirbase: Path, constraints: str
     # check equality
     web, local = "", "local"
     if not cmp(winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt"):
-       print("⚠️⚠️⚠️⚠️⚠️⚠️ ALARM ⚠️⚠️⚠️⚠️⚠️⚠️differences in ", winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
-       raise os.error
+        print("⚠️⚠️⚠️⚠️⚠️⚠️ ALARM ⚠️⚠️⚠️⚠️⚠️⚠️differences in ", winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+        raise os.error
     else:
-       print ("💖💖💖 match 💖💖💖 ok ",winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
-       print ("💖 housekeeping, removing local files 💖 ",  winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
-       os.remove (winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
-       os.remove (winpydirbase.parent / f"pylock.{file_postfix}{local}.toml")
-       os.remove (winpydirbase.parent / f"requirement_temp.txt")
+        print ("💖💖💖 match 💖💖💖 ok ",winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+        print ("💖 housekeeping, removing local files 💖 ",  winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+        os.remove (winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+        os.remove (winpydirbase.parent / f"pylock.{file_postfix}{local}.toml")
+        os.remove (winpydirbase.parent / f"requirement_temp.txt")
 
 # --- Main Logic ---
 def run_make_py(build_python, winpydirbase, args, winpyver, winpyver2):
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
index 262ea05b..1bbaf07b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
index 8ff3e88d..c1959cb1 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
@@ -5690,14 +5690,14 @@ sha256 = "3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml
index 262ea05b..1bbaf07b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml
index 262ea05b..1bbaf07b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml
index 262ea05b..1bbaf07b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml
index 27eabb31..31375b30 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml
@@ -5690,14 +5690,14 @@ sha256 = "8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml
index fc644762..33de2340 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml
@@ -5151,14 +5151,14 @@ sha256 = "22cf91490bcc0fa23585acbab1906a44a438fa7dd4d9a2b2663f39c8650634a6"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml
index 262ea05b..1bbaf07b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml
index 262ea05b..1bbaf07b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
index 262ea05b..1bbaf07b 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260523"
+version = "17.5.20260524"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260523-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/52/1e/fdf32748c23817c5c143a0064274a1f668cb6bde4301b17391bbd33bc950/wppm-17.5.20260523-py3-none-any.whl"
+name = "wppm-17.5.20260524-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "53509d472855bd824103afcd0b014b77c467a1c594a97a0ab3b1ca73a8c296a7"
+sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"

From ae5fd60b26e587c40255bbf9122a0283c1efd92c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 25 May 2026 12:35:31 +0200
Subject: [PATCH 089/157] another fix for the Cloud

---
 wppm/__init__.py | 2 +-
 wppm/diff.py     | 5 ++++-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index 9f375784..ad96ebf5 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.5.20260524'
+__version__ = '17.5.20260525'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/diff.py b/wppm/diff.py
index 5e1de9b2..7d62a351 100644
--- a/wppm/diff.py
+++ b/wppm/diff.py
@@ -10,7 +10,10 @@
 import sys
 import shutil
 from pathlib import Path
-from packaging import version
+try:
+    from packaging import version
+except  ModuleNotFoundError:
+    from pip._vendor.packaging import version
 from . import utils
 
 CHANGELOGS_DIR = Path(__file__).parent.parent / "changelogs"

From cfe5f6ab15d4b0c5dbb24c7ac96fb40e551ff13c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 25 May 2026 13:53:54 +0200
Subject: [PATCH 090/157] retry

---
 .../portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml   | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml  | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml  | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml   | 8 ++++----
 5 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml
index 1bbaf07b..cb2e0488 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml
index 1bbaf07b..cb2e0488 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1dotfb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml
index 31375b30..eb442f17 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimb0.toml
@@ -5690,14 +5690,14 @@ sha256 = "8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml
index 33de2340..6b3fe816 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1slimfb0.toml
@@ -5151,14 +5151,14 @@ sha256 = "22cf91490bcc0fa23585acbab1906a44a438fa7dd4d9a2b2663f39c8650634a6"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml
index 1bbaf07b..cb2e0488 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_5_1whlb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"

From 31140c4ad65696e3bc112395dd79661c53eabc71 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 25 May 2026 14:44:02 +0200
Subject: [PATCH 091/157] re-push

---
 .../portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml  | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml  | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml   | 8 ++++----
 .../portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml  | 8 ++++----
 5 files changed, 20 insertions(+), 20 deletions(-)

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
index 1bbaf07b..cb2e0488 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1dotb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
index c1959cb1..44436cc6 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1slimb0.toml
@@ -5690,14 +5690,14 @@ sha256 = "3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml
index 1bbaf07b..cb2e0488 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_13_1whlb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml
index 1bbaf07b..cb2e0488 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
index 1bbaf07b..cb2e0488 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb0.toml
@@ -91,11 +91,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.5.20260524"
+version = "17.5.20260525"
 
 [[packages.wheels]]
-name = "wppm-17.5.20260524-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/33/e8/170d6887297fc74df23e6b55b4ed51794d126196efe236f641f72f559f43/wppm-17.5.20260524-py3-none-any.whl"
+name = "wppm-17.5.20260525-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b3/99/abfd00918f0510d8cf0bcdf627d99794938ece80782259f987b0e7468776/wppm-17.5.20260525-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "1330f1e8731e6c56adcf0bdce412afed92ad0e9612439f4be88f6cb88d15c644"
+sha256 = "c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951"

From cdb892c17e5330820d25b266e160dd3a843bb297 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 14 Jun 2026 15:22:57 +0200
Subject: [PATCH 092/157] Winpython 2026-03 b1

python-3.15.0 b2 still not patched for tcl-tk-9 bug
---
 .../github_workflows_build-2026_03.yml        |   28 +-
 .../pylock.64-3_13_14_0dotb1.toml             |  101 +
 .../pylock.64-3_13_14_0slimb1.toml            | 5821 +++++++++++++++++
 .../pylock.64-3_13_14_0whlb1.toml             |  101 +
 .../pylock.64-3_13_14_0whlb1_wheels.toml      | 5546 ++++++++++++++++
 .../pylock.64-3_14_6_0dotb1.toml              |  101 +
 .../pylock.64-3_14_6_0dotfb1.toml             |  101 +
 .../pylock.64-3_14_6_0slimb1.toml             | 5821 +++++++++++++++++
 .../pylock.64-3_14_6_0slimfb1.toml            | 5271 +++++++++++++++
 .../pylock.64-3_14_6_0whlb1.toml              |  101 +
 .../pylock.64-3_14_6_0whlb1_wheels.toml       | 5546 ++++++++++++++++
 .../pylock.64-3_15_0_3dotb1.toml              |  101 +
 .../pylock.64-3_15_0_3dotfb1.toml             |  101 +
 .../requir.64-3_13_14_0dotb1.txt              |   18 +
 .../requir.64-3_13_14_0slimb1.txt             | 1058 +++
 .../requir.64-3_13_14_0whlb1.txt              |   18 +
 .../requir.64-3_13_14_0whlb1_wheels.txt       | 1008 +++
 .../cycle_2026_03/requir.64-3_14_6_0dotb1.txt |   18 +
 .../requir.64-3_14_6_0dotfb1.txt              |   18 +
 .../requir.64-3_14_6_0slimb1.txt              | 1058 +++
 .../requir.64-3_14_6_0slimfb1.txt             |  958 +++
 .../cycle_2026_03/requir.64-3_14_6_0whlb1.txt |   18 +
 .../requir.64-3_14_6_0whlb1_wheels.txt        | 1008 +++
 .../cycle_2026_03/requir.64-3_15_0_3dotb1.txt |   18 +
 .../requir.64-3_15_0_3dotfb1.txt              |   18 +
 25 files changed, 33942 insertions(+), 14 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0slimb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0whlb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0whlb1_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0dotfb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0slimb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0slimfb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0whlb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0whlb1_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb1.toml
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0slimb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb1.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb1.txt

diff --git a/.github/workflows/github_workflows_build-2026_03.yml b/.github/workflows/github_workflows_build-2026_03.yml
index f6d0ce60..2100fa72 100644
--- a/.github/workflows/github_workflows_build-2026_03.yml
+++ b/.github/workflows/github_workflows_build-2026_03.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_03"
-  my_release_level: "b0"
+  my_release_level: "b1"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -68,29 +68,29 @@ jobs:
         run: |
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
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index 00000000..cb2e0488
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index 00000000..c40f5bcb
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1.txt
new file mode 100644
index 00000000..b19924d6
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.5.20260525 \
+    --hash=sha256:c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1_wheels.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1_wheels.txt
new file mode 100644
index 00000000..47b3f450
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb1_wheels.txt
@@ -0,0 +1,1008 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:564a95617bda8907a0ad0a8bc8fea0c2cf951cea747c0d750a4b1740c828b1ef
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.2.1 \
+    --hash=sha256:bf2fee3733c3a31a588e45b857a2495a88d506970deb87f74e1613f0247446b1
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+anthropic==0.104.1 \
+    --hash=sha256:35c8cb456f5a4405aafe1f10f03f6fcc54fa51fa8ec01d655cc4b437d120e9b7
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.4.0 \
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+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
+astroid==4.0.2 \
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+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.22.0 \
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+attrs==26.1.0 \
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+azure-core==1.39.0 \
+    --hash=sha256:4ac7b70fab5438c3f68770649a78daf97833caa83827f91df9c14e0e0ea7d34f
+azure-cosmos==4.14.4 \
+    --hash=sha256:7e386ef9723e4ddea892dcb315ebe9f41c83f8ab83eed4ebe4d2d908c5ff595c
+azure-identity==1.25.3 \
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+babel==2.18.0 \
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+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
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+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
+binaryornot==0.4.4 \
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+black==26.5.1 \
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+brotli==1.2.0 \
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+cachetools==7.0.5 \
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+certifi==2026.1.4 \
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+cffi==2.0.0 \
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+charset-normalizer==3.4.6 \
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+cloudpickle==3.1.2 \
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+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
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+    --hash=sha256:9fa8c8b0c110da289809292b0591220d3a7b53c1526a23021e977d68597893fb
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotb1.txt
new file mode 100644
index 00000000..b19924d6
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotb1.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
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+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.5.20260525 \
+    --hash=sha256:c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb1.txt
new file mode 100644
index 00000000..b19924d6
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb1.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.5.20260525 \
+    --hash=sha256:c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb1.txt
new file mode 100644
index 00000000..a79e6ad2
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb1.txt
@@ -0,0 +1,1058 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:0ccb5a1e387ed68ac044b7de674185e2f14cffe636294a453e55f22b70bdc709
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:9bf9f7a65e7aa20dd764151fb3d616c81088f91f8df39c3893a536e279b4b984
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.2.1 \
+    --hash=sha256:bf2fee3733c3a31a588e45b857a2495a88d506970deb87f74e1613f0247446b1
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+anthropic==0.104.1 \
+    --hash=sha256:35c8cb456f5a4405aafe1f10f03f6fcc54fa51fa8ec01d655cc4b437d120e9b7
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
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+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
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+asn1crypto==1.5.1 \
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+asteval==1.0.6 \
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+astroid==4.0.2 \
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+astropy==7.2.0 \
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+astropy-iers-data==0.2026.2.2.0.48.1 \
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+async-lru==2.3.0 \
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+attrs==26.1.0 \
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+autopep8==2.0.4 \
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+azure-core==1.39.0 \
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+babel==2.18.0 \
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+baresql==1.0.0 \
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+bokeh==3.9.0 \
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+xarray==2026.4.0 \
+    --hash=sha256:d43751d9fb4a90f9249c30431684f00c41bc874f1edccd862631a40cbc0edf08
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb1.txt
new file mode 100644
index 00000000..d2599dd9
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb1.txt
@@ -0,0 +1,958 @@
+absl-py==2.3.1 \
+    --hash=sha256:eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d
+adbc-driver-manager==1.10.0 \
+    --hash=sha256:c9233443ad140ba12ddc719a4e8dab485e6bbdc9ebbd3babbc88d5b50133960c
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.13.3 \
+    --hash=sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.17.2 \
+    --hash=sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6
+altair==6.2.1 \
+    --hash=sha256:bf2fee3733c3a31a588e45b857a2495a88d506970deb87f74e1613f0247446b1
+annotated-doc==0.0.4 \
+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
+annotated-types==0.7.0 \
+    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
+anthropic==0.104.1 \
+    --hash=sha256:35c8cb456f5a4405aafe1f10f03f6fcc54fa51fa8ec01d655cc4b437d120e9b7
+anyio==4.13.0 \
+    --hash=sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708
+anywidget==0.9.21 \
+    --hash=sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761
+appdirs==1.4.4 \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
+argcomplete==3.6.3 \
+    --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
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+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.4.0 \
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+asteval==1.0.6 \
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+astroid==4.0.2 \
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+asttokens==3.0.1 \
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+async-lru==2.3.0 \
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+asyncssh==2.22.0 \
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+attrs==26.1.0 \
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+azure-core==1.39.0 \
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+babel==2.18.0 \
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+baresql==1.0.0 \
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+bokeh==3.9.0 \
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+cloudpickle==3.1.2 \
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+cryptography==46.0.7 \
+    --hash=sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb
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+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
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+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1.txt
new file mode 100644
index 00000000..b19924d6
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
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+sv-ttk==2.6.0 \
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+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.5.20260525 \
+    --hash=sha256:c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1_wheels.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1_wheels.txt
new file mode 100644
index 00000000..8c615b36
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb1_wheels.txt
@@ -0,0 +1,1008 @@
+absl-py==2.3.1 \
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+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.4.0 \
+    --hash=sha256:79c8d015c771c8bfdb1208003b227b27c40034790a2c29c09f2317a041825ce2
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
+astroid==4.0.2 \
+    --hash=sha256:d7546c00a12efc32650b19a2bb66a153883185d3179ab0d4868086f807338b9b
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.22.0 \
+    --hash=sha256:d16465ccdf1ed20eba1131b14415b155e047f6f5be0d19f39c2e0b61331ee0e7
+attrs==26.1.0 \
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+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.39.0 \
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+azure-cosmos==4.14.4 \
+    --hash=sha256:7e386ef9723e4ddea892dcb315ebe9f41c83f8ab83eed4ebe4d2d908c5ff595c
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
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+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
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+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
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+    --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
+black==26.5.1 \
+    --hash=sha256:577f21094ea469ef92ec1adaf2c9441a226d2144d01a5be2fa823cecf6543e50
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+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
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+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.0 \
+    --hash=sha256:b252bfb16a505f0e0c57d532d0df308ae1667235bafc622aa9441fe9e7c5ce4a
+branca==0.8.1 \
+    --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
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+charset-normalizer==3.4.6 \
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+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
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+cryptography==46.0.7 \
+    --hash=sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b
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+    --hash=sha256:76ca171446fb8bc44948070f0cd8966c26d872a90ce9c78b2c6175e99546220c
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+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
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+google-auth==2.48.0 \
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+sphinxcontrib-applehelp==2.0.0 \
+    --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5
+sphinxcontrib-devhelp==2.0.0 \
+    --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2
+sphinxcontrib-htmlhelp==2.1.0 \
+    --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8
+sphinxcontrib-jquery==4.1 \
+    --hash=sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae
+sphinxcontrib-jsmath==1.0.1 \
+    --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178
+sphinxcontrib-qthelp==2.0.0 \
+    --hash=sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb
+sphinxcontrib-serializinghtml==2.0.0 \
+    --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331
+spyder==6.1.4 \
+    --hash=sha256:6ff39d984afcd4316a75515f8c76b4b0060ae3fe4cb3c74d3d8f32dabd106fe1
+spyder-kernels==3.1.4 \
+    --hash=sha256:0267bc5fc09def7df4d1278d1408929e09519b377e4aab4498a2df2c694af4af
+sqlalchemy==2.0.49 \
+    --hash=sha256:77641d299179c37b89cf2343ca9972c88bb6eef0d5fc504a2f86afd15cd5adf5
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==3.39 \
+    --hash=sha256:349c099c0cd60d4ee9139a24d5c9cb64af3906c3e90832fcbbd74da49333374d
+sqlparse==0.5.5 \
+    --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.4.4 \
+    --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==1.2.1 \
+    --hash=sha256:4de0082d08c8f6764a85a54cf1120d6939507a19905c7768acad2a9f875d2b89
+statsmodels==0.14.6 \
+    --hash=sha256:151b73e29f01fe619dbce7f66d61a356e9d1fe5e906529b78807df9189c37721
+streamlit==1.58.0 \
+    --hash=sha256:4ca8a7afc5bd16a5f176ccf4be1e34e8121cad0240becd127fb58a103ea3178d
+superqt==0.7.8 \
+    --hash=sha256:63918a649e060d87bd64ff819ebe4a99f4d17b744bbaf7ffebe12c42bc8b53de
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.9.0 \
+    --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f
+tblib==3.2.2 \
+    --hash=sha256:26bdccf339bcce6a88b2b5432c988b266ebbe63a4e593f6b578b1d2e723d2b76
+tenacity==9.1.2 \
+    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
+termcolor==3.1.0 \
+    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa
+terminado==0.18.1 \
+    --hash=sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
+    --hash=sha256:59729b33556850b90e1093c4cf9e618af6f2e4c985df193fdf3c5b5cf02ca481
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2025.3.30 \
+    --hash=sha256:0ed6eee7b66771db2d1bfc42262a51b01887505d35539daef118f4ff8c0f629c
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.7 \
+    --hash=sha256:de942f843533a039ef9fa3d9c88c7cd8a7c94553fb5ad0154270989b3d99a2c4
+tqdm==4.67.1 \
+    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2025.11.14.15 \
+    --hash=sha256:d1dac259c1e908939862e3331177931c6df0a37af2c1a8debcc603d9115fcdd9
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.24.1 \
+    --hash=sha256:112c1f0ce578bfb4cab9ffdabc68f031416ebcc216536611ba21f04e9aa84c9e
+types-requests==2.33.0.20260408 \
+    --hash=sha256:81f31d5ea4acb39f03be7bc8bed569ba6d5a9c5d97e89f45ac43d819b68ca50f
+typing-extensions==4.15.0 \
+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.11.0 \
+    --hash=sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629
+umap-learn==0.5.12 \
+    --hash=sha256:f2a85d2a2adcb52b541bed9b27a23ca169b56bb1b23283abeebfb8dfb8a42fe5
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.15.0 \
+    --hash=sha256:743fe546f8910edfd6a650cc4eb9995eb0d9dcfee11d948f5b326702851cb246
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.6 \
+    --hash=sha256:7ddf3357bb9564e407607f988f683d72038551200c704012bb9a4c523d42f131
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.4.0 \
+    --hash=sha256:d43751d9fb4a90f9249c30431684f00c41bc874f1edccd862631a40cbc0edf08
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.22.0 \
+    --hash=sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb1.txt
new file mode 100644
index 00000000..b19924d6
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb1.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.5.20260525 \
+    --hash=sha256:c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb1.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb1.txt
new file mode 100644
index 00000000..b19924d6
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb1.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.5.20260525 \
+    --hash=sha256:c46a2b03a94d65fbb158a26d481ad862cf4e4351a2f62469602cd50307b0a951

From 5219054a73aaddb588409f651a09f1fd5d05e5fe Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 20 Jun 2026 18:08:29 +0200
Subject: [PATCH 093/157] simplify by changing hashes.md name

---
 .github/actions/publish-winpython/action.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/actions/publish-winpython/action.yml b/.github/actions/publish-winpython/action.yml
index b618e3b9..33d90353 100644
--- a/.github/actions/publish-winpython/action.yml
+++ b/.github/actions/publish-winpython/action.yml
@@ -98,7 +98,7 @@ runs:
       shell: pwsh
       run: |
         $pythonExe = Join-Path "${{ inputs.build_location }}" "python\python.exe"
-        $DESTFILE = "./publish_output/hashes.md"
+        $DESTFILE = Join-Path ".\publish_output" "hashes_${{ inputs.winpy_ver }}.md"
         $filesToHash = Get-ChildItem -Path ".\publish_output\*64*.*"
         & $pythonExe -c "import sys;from wppm import hash; hash.print_hashes(sys.argv[1:])" @($filesToHash.FullName) | Out-File -FilePath $DESTFILE
         gc $DESTFILE

From c49e619bf1aaf423388caf5f1ab2acc19d7bbfcc Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 20 Jun 2026 19:07:39 +0200
Subject: [PATCH 094/157] remove local files after local build

---
 winpython/build_winpython.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 9e14029a..823d78fe 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -96,6 +96,10 @@ def generate_lockfiles(target_python: Path, winpydirbase: Path, constraints: str
         os.remove (winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
         os.remove (winpydirbase.parent / f"pylock.{file_postfix}{local}.toml")
         os.remove (winpydirbase.parent / f"requirement_temp.txt")
+        if (winpydirbase.parent / f"requir.{file_postfix}_wheelslocal.txt").is_file():
+            os.remove (winpydirbase.parent / f"requir.{file_postfix}_wheelslocal.txt")
+        if (winpydirbase.parent / f"pylock.{file_postfix}_wheelslocal.toml").is_file():
+            os.remove (winpydirbase.parent / f"pylock.{file_postfix}_wheelslocal.toml")
 
 # --- Main Logic ---
 def run_make_py(build_python, winpydirbase, args, winpyver, winpyver2):

From 5114738c41867295909b6564e737764ede5a6b28 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 21 Jun 2026 11:25:53 +0200
Subject: [PATCH 095/157] display missing dependancies

solves https://github.com/winpython/winpython/issues/2048
---
 wppm/__init__.py |  2 +-
 wppm/piptree.py  | 43 +++++++++++++++++++++++++++++--------------
 wppm/wppm.py     |  4 ++--
 3 files changed, 32 insertions(+), 17 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index ad96ebf5..ada832ce 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.5.20260525'
+__version__ = '17.6.20260621'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/piptree.py b/wppm/piptree.py
index fe6e2160..e7f2c5f0 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -166,6 +166,7 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
         extras = extra.split(",")
         pkg_key = self.normalize(package_name)
         ret_all = []
+        wall_hit = ""
 
         full_name = f"{package_name}[{extra}]" if extra else package_name
         if full_name in path:
@@ -200,8 +201,9 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                     extra + ',' in dependency["req_extra"] + ',' and \
                                     Marker(dependency["req_marker"]).evaluate(environment=environment | {"extra": up_req})):
                                     # IA risk error: # dask[array] go upwards as dask[dataframe], so {"extra": up_req} , not {"extra": extra}
-                                    #tag downward limiting dependancies
+                                    #tag upward limiting dependancies
                                     wall = " " if dependency["req_version"][:1] == "~" or dependency["req_version"].startswith("==") or "<" in dependency["req_version"] else ""
+                                    wall_hit += wall
                                     if ppend=="" or wall==" ":
                                         ret += self._get_dependency_tree(
                                             dependency["req_key"],
@@ -215,21 +217,33 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                             upward=upward,
                                         )
                         elif not dependency.get("req_marker") or Marker(dependency["req_marker"]).evaluate(environment=environment):
-                            ret += self._get_dependency_tree(
-                                dependency["req_key"],
-                                dependency["req_extra"],
-                                dependency["req_version"],
-                                depth,
-                                next_path,
-                                verbose=verbose,
-                                upward=upward,
-                            )
+                            #tag downward missing dependancies
+                            wall = ""
+                            if ppend=="" or wall==" ":
+                                ret += self._get_dependency_tree(
+                                    dependency["req_key"],
+                                    dependency["req_extra"],
+                                    dependency["req_version"],
+                                    depth,
+                                    next_path,
+                                    verbose=verbose,
+                                    upward=upward,
+                                )
+                    elif not upward and (not dependency.get("req_marker") or Marker(dependency["req_marker"]).evaluate(environment=environment)):
+                        # not there but was required
+                        wall_hit += " "
+                        ret += [[f'{dependency["req_key"]}==? {dependency["req_version"]}']]
 
                 ret_all.append(ret)
-        return ret_all
+        if ppend=="" or wall_hit != "":
+            return ret_all
+        else:
+            return [""]
 
-    def down(self, pp: str = "", extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False) -> str:
+    def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False) -> str:
         """Generate downward dependency tree as formatted string."""
+        pp = ppw[:-1] if ppw.endswith('!') else ppw
+        ppend = "!" if ppw.endswith('!') else "" #show only downward missing dependancies
         ppp = [pp] if pp in self.distro else ()
         if pp == ".":
            ppp = [p for p in self.distro]
@@ -237,9 +251,10 @@ def down(self, pp: str = "", extra: str = "", depth: int = 20, indent: int = 4,
         for p in sorted(ppp):
             if extra == ".":
                 for one_extra in sorted(self.distro[p]["provides"]):
-                    results +=  self._get_dependency_tree(p, one_extra, version_req, depth, verbose=verbose)
+                    a =  self._get_dependency_tree(p, one_extra, version_req, depth, verbose=verbose, ppend=ppend)
             else:
-                results += self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose)
+                a = self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose, ppend=ppend)
+            results += a if (len(a[0])>1 or ppend=="") else []    
         rawtext = json.dumps(results, indent=indent)
         lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
         return "\n".join(lines).replace('"', "")
diff --git a/wppm/wppm.py b/wppm/wppm.py
index df727cd1..3f8b9bfa 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -270,12 +270,12 @@ def main(test=False):
     parser.add_argument("--unregister", dest="unregisterWinPython", action="store_true", help=unregisterWinPythonHelp)
     parser.add_argument("--fix", action="store_true", help="make WinPython fix")
     parser.add_argument("--movable", action="store_true", help="make WinPython movable")
-    parser.add_argument("-ws", dest="wheelsource", default=None, type=str, help="wheels location, '.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .")
+    parser.add_argument("-ws", dest="wheelsource", default=None, type=str, help="wheels location, ('.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .")
     parser.add_argument("-wd", dest="wheeldrain" , default=None, type=str, help="wheels destination: wppm pylock.toml -wd destination_of_wheels")
     parser.add_argument("-ls", "--list", action="store_true", help="list installed packages matching [optional] expression: wppm -ls, wppm -ls pand")
     parser.add_argument("-lsa", dest="all", action="store_true",help=f"list details of packages matching [optional]  expression: wppm -lsa pandas -l1")
     parser.add_argument("-md", dest="markdown", action="store_true",help=f"markdown summary of the installation")
-    parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
+    parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')

From 26606ffd2669d01060fc019da4063370e634f92c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 27 Jun 2026 12:36:14 +0200
Subject: [PATCH 096/157] WinPython 2026-03 b2

with tcl/tk9 on python-3.15.0b3
---
 .../github_workflows_build-2026_03.yml        |   22 +-
 .../pylock.64-3_13_14_0dotb2.toml             |  101 +
 .../pylock.64-3_13_14_0slimb2.toml            | 5843 +++++++++++++++++
 .../pylock.64-3_13_14_0whlb2.toml             |  101 +
 .../pylock.64-3_13_14_0whlb2_wheels.toml      | 5568 ++++++++++++++++
 .../pylock.64-3_14_6_0dotb2.toml              |  101 +
 .../pylock.64-3_14_6_0dotfb2.toml             |  101 +
 .../pylock.64-3_14_6_0slimb2.toml             | 5843 +++++++++++++++++
 .../pylock.64-3_14_6_0slimfb2.toml            | 5271 +++++++++++++++
 .../pylock.64-3_14_6_0whlb2.toml              |  101 +
 .../pylock.64-3_14_6_0whlb2_wheels.toml       | 5568 ++++++++++++++++
 .../pylock.64-3_15_0_3dotb2.toml              |  101 +
 .../pylock.64-3_15_0_3dotfb2.toml             |  101 +
 .../requir.64-3_13_14_0dotb2.txt              |   18 +
 .../requir.64-3_13_14_0slimb2.txt             | 1062 +++
 .../requir.64-3_13_14_0whlb2.txt              |   18 +
 .../requir.64-3_13_14_0whlb2_wheels.txt       | 1012 +++
 .../requir.64-3_14_6_0dotfb2.txt              |   18 +
 .../requir.64-3_14_6_0slimb2.txt              | 1062 +++
 .../requir.64-3_14_6_0slimfb2.txt             |  958 +++
 .../cycle_2026_03/requir.64-3_14_6_0whlb2.txt |   18 +
 .../requir.64-3_14_6_0whlb2_wheels.txt        | 1012 +++
 .../cycle_2026_03/requir.64-3_15_0_3dotb2.txt |   18 +
 .../requir.64-3_15_0_3dotfb2.txt              |   18 +
 winpython_builds_bd13.toml                    |    4 +-
 winpython_builds_bd14.toml                    |    4 +-
 winpython_builds_bd15.toml                    |    2 +-
 27 files changed, 34030 insertions(+), 16 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_14_0whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0dotfb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0slimb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0slimfb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0whlb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_14_6_0whlb2_wheels.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_3dotfb2.toml
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2_wheels.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb2.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb2.txt

diff --git a/.github/workflows/github_workflows_build-2026_03.yml b/.github/workflows/github_workflows_build-2026_03.yml
index 2100fa72..f5c8a7e9 100644
--- a/.github/workflows/github_workflows_build-2026_03.yml
+++ b/.github/workflows/github_workflows_build-2026_03.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_03"
-  my_release_level: "b1"
+  my_release_level: "b2"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -69,28 +69,28 @@ jobs:
           switch ($env:PYTHON_VERSIONF) {
             '3.13' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.14.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260610/cpython-3.13.14+20260610-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=2933d50847057b9131ff89578a220b9206c40fd6bc34d0c12afb716bd9bf8fc9'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.13.14+20260623-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=7c3159205dda0289a47e6dd1226c4e5800b1f99a03146cdc25a41fed8ef74f5a'
             }
             '3.14' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.6.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260610/cpython-3.14.6+20260610-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=49f0c7e8d1c2eaba70c5516ca6c01b6b766f6ff473f1209a76fd01783e7c75ae'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.14.6+20260623-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=ec05b628ad749682d06d225780fbc02e7bbb5ce2146c9bd8e74a3659b14b693a'
             }
             '3.14F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.6.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260610/cpython-3.14.6+20260610-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=565b89180445643af7508283b4321a3ba4df6414aea9383c4f43eeeffe3b2c90'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.14.6+20260623-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=684fd81c1f3bb1829871e85ffeb71e2d80791cb68b155e6d50405bd32f632242'
             }
             '3.15' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.3'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260610/cpython-3.15.0b2+20260610-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=156c1a0cce39020dfc57a6cc7c1f4394eedc0cd01fd47cf31e35d4beb76f028a'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.15.0b3+20260623-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=c879c122137c8040e1106362b31ae5e20bd3ecaaf728d2e999332e78951e90b0'
             }
             '3.15F' {
               Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.3'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260610/cpython-3.15.0b2+20260610-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=533240800f4f60ae0a01ea19894635678ce5033b8c57c16643e032662b0e115d'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.15.0b3+20260623-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=03e9b659530197bda345a76612034fcc8df36a17e6248e0b4197c180d7dbaa8b'
             }
           }
 
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_14_0dotb2.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_14_0dotb2.toml
new file mode 100644
index 00000000..7331e83c
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_14_0dotb2.toml
@@ -0,0 +1,101 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.2"
+
+[[packages.wheels]]
+name = "build-1.4.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/4a/57/3b7d4dd193ade4641c865bc2b93aeeb71162e81fc348b8dad020215601ed/build-1.4.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
+
+[[packages]]
+name = "packaging"
+version = "26.2"
+
+[[packages.wheels]]
+name = "packaging-26.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e"
+
+[[packages]]
+name = "pyproject-hooks"
+version = "1.2.0"
+
+[[packages.wheels]]
+name = "pyproject_hooks-1.2.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bd/24/12818598c362d7f300f18e74db45963dbcb85150324092410c8b49405e42/pyproject_hooks-1.2.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"
+
+[[packages]]
+name = "setuptools"
+version = "82.0.1"
+
+[[packages.wheels]]
+name = "setuptools-82.0.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/9d/76/f789f7a86709c6b087c5a2f52f911838cad707cc613162401badc665acfe/setuptools-82.0.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb"
+
+[[packages]]
+name = "sqlite-bro"
+version = "0.13.1"
+
+[[packages.wheels]]
+name = "sqlite_bro-0.13.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/2a/b3/81b91f5b26fff329c59dbf826a87637bd51d1903120427912322f86e7d33/sqlite_bro-0.13.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d"
+
+[[packages]]
+name = "sv-ttk"
+version = "2.6.0"
+
+[[packages.wheels]]
+name = "sv_ttk-2.6.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0f/3d/be0abc3202e90f282ad465f4e7c6e41bc8dce810ce5d1611566a1e7dfba8/sv_ttk-2.6.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9"
+
+[[packages]]
+name = "wheel"
+version = "0.47.0"
+
+[[packages.wheels]]
+name = "wheel-0.47.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/1b/9e33c09813d65e248f7f773119148a612516a4bea93e9c6f545f78455b7c/wheel-0.47.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
+
+[[packages]]
+name = "wppm"
+version = "17.6.20260621"
+
+[[packages.wheels]]
+name = "wppm-17.6.20260621-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b0/7f/2336f68baace79f40a7a535608a7142bb68198580b43ba927b747babb530/wppm-17.6.20260621-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "23673b0c239b37aa59b06224d030af59f92d8f60b8ca0107ee9d11e4a89257e1"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_14_0slimb2.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_14_0slimb2.toml
new file mode 100644
index 00000000..40a2a57a
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_14_0slimb2.toml
@@ -0,0 +1,5843 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "absl-py"
+version = "2.3.1"
+
+[[packages.wheels]]
+name = "absl_py-2.3.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/8f/aa/ba0014cc4659328dc818a28827be78e6d97312ab0cb98105a770924dc11e/absl_py-2.3.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "eeecf07f0c2a93ace0772c92e596ace6d3d3996c042b2128459aaae2a76de11d"
+
+[[packages]]
+name = "adbc-driver-manager"
+version = "1.10.0"
+
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index 00000000..fbe21aed
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new file mode 100644
index 00000000..e24ad363
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index 00000000..7331e83c
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+yt-dlp==2026.3.17 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2.txt
new file mode 100644
index 00000000..efbc100a
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
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+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.6.20260621 \
+    --hash=sha256:23673b0c239b37aa59b06224d030af59f92d8f60b8ca0107ee9d11e4a89257e1
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2_wheels.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2_wheels.txt
new file mode 100644
index 00000000..90e26515
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_14_0whlb2_wheels.txt
@@ -0,0 +1,1012 @@
+absl-py==2.3.1 \
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+aiofiles==25.1.0 \
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+tomli-w==1.2.0 \
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+yt-dlp==2026.3.17 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb2.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb2.txt
new file mode 100644
index 00000000..efbc100a
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0dotfb2.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.6.20260621 \
+    --hash=sha256:23673b0c239b37aa59b06224d030af59f92d8f60b8ca0107ee9d11e4a89257e1
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb2.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb2.txt
new file mode 100644
index 00000000..00e21b04
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimb2.txt
@@ -0,0 +1,1062 @@
+absl-py==2.3.1 \
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+charset-normalizer==3.4.6 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb2.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb2.txt
new file mode 100644
index 00000000..84ebc7d6
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0slimfb2.txt
@@ -0,0 +1,958 @@
+absl-py==2.3.1 \
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+pyls-spyder==0.4.0 \
+    --hash=sha256:1505d975f866a343d0554b6dab41b53717f4b4bc6df450dfd7d48f889fe450b9
+pymongo==4.15.3 \
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+pympler==1.0.1 \
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+pyserial==3.5 \
+    --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
+pysocks==1.7.1 \
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+pytest==9.0.3 \
+    --hash=sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9
+python-barcode==0.16.1 \
+    --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+python-dotenv==1.2.2 \
+    --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a
+python-json-logger==4.1.0 \
+    --hash=sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2
+python-lsp-black==2.0.0 \
+    --hash=sha256:d5efdee45f5fa9e5241f5d4d396cd46127f45c85817916b1fd92c2986652bf7e
+python-lsp-jsonrpc==1.1.2 \
+    --hash=sha256:7339c2e9630ae98903fdaea1ace8c47fba0484983794d6aafd0bd8989be2b03c
+python-lsp-ruff==2.3.0 \
+    --hash=sha256:b858b698fbaff5670f6d5e6c66afc632908f78639d73dc85dedd33ae5fdd204f
+python-lsp-server==1.14.0 \
+    --hash=sha256:a71a917464effc48f4c70363f90b8520e5e3ba8201428da80b97a7ceb259e32a
+python-multipart==0.0.27 \
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+python-slugify==8.0.4 \
+    --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
+pytokens==0.4.1 \
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+pyuca==1.2 \
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+pyusb==1.3.1 \
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+pywin32-ctypes==0.2.3 \
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+pyzmq==27.1.0 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2.txt
new file mode 100644
index 00000000..efbc100a
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
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+wheel==0.47.0 \
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+wppm==17.6.20260621 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2_wheels.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2_wheels.txt
new file mode 100644
index 00000000..ec5364e1
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_6_0whlb2_wheels.txt
@@ -0,0 +1,1012 @@
+absl-py==2.3.1 \
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+python-barcode==0.16.1 \
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+python-json-logger==4.1.0 \
+    --hash=sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2
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+python-lsp-jsonrpc==1.1.2 \
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+    --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.12.1 \
+    --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba
+umap-learn==0.5.12 \
+    --hash=sha256:f2a85d2a2adcb52b541bed9b27a23ca169b56bb1b23283abeebfb8dfb8a42fe5
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.6.3 \
+    --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4
+uuid-utils==0.15.0 \
+    --hash=sha256:743fe546f8910edfd6a650cc4eb9995eb0d9dcfee11d948f5b326702851cb246
+uvicorn==0.46.0 \
+    --hash=sha256:bbebbcbed972d162afca128605223022bedd345b7bc7855ce66deb31487a9048
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.6.0 \
+    --hash=sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.4.0 \
+    --hash=sha256:d43751d9fb4a90f9249c30431684f00c41bc874f1edccd862631a40cbc0edf08
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.6.0 \
+    --hash=sha256:39be8e4e142550ef69629c9cd71b88c90e9a5db703fecbcf265546d9536ca4ad
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.2 \
+    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb2.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb2.txt
new file mode 100644
index 00000000..efbc100a
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotb2.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.6.20260621 \
+    --hash=sha256:23673b0c239b37aa59b06224d030af59f92d8f60b8ca0107ee9d11e4a89257e1
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb2.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb2.txt
new file mode 100644
index 00000000..efbc100a
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_3dotfb2.txt
@@ -0,0 +1,18 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==82.0.1 \
+    --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb
+sqlite-bro==0.13.1 \
+    --hash=sha256:c26033b0af133049ca578b5fd30b2372f002e7ff934b39774aa4d2da7638c23d
+sv-ttk==2.6.0 \
+    --hash=sha256:4319c52edf2e14732fe84bdc9788e26f9e9a1ad79451ec0f89f0120ffc8105d9
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.6.20260621 \
+    --hash=sha256:23673b0c239b37aa59b06224d030af59f92d8f60b8ca0107ee9d11e4a89257e1
diff --git a/winpython_builds_bd13.toml b/winpython_builds_bd13.toml
index fd136031..9a3bd197 100644
--- a/winpython_builds_bd13.toml
+++ b/winpython_builds_bd13.toml
@@ -1,5 +1,5 @@
 [pythons]
-"313" = { python_target_release = "31313", release = "1", my_release_level = "b0" }
+"313" = { python_target_release = "31314", release = "0", my_release_level = "b2" }
 
 
 [[builds]]
@@ -36,7 +36,7 @@ toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade" 
 
 
-[[builds_nomore]]
+[[builds]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "313"
diff --git a/winpython_builds_bd14.toml b/winpython_builds_bd14.toml
index 827cf195..794859c0 100644
--- a/winpython_builds_bd14.toml
+++ b/winpython_builds_bd14.toml
@@ -1,5 +1,5 @@
 [pythons]
-"314" = { python_target_release = "3145", release = "1", my_release_level = "b0" }
+"314" = { python_target_release = "3146", release = "0", my_release_level = "b2" }
 
 
 
@@ -73,7 +73,7 @@ toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
-[[builds_nopore]]
+[[builds]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
index b00ed351..19606093 100644
--- a/winpython_builds_bd15.toml
+++ b/winpython_builds_bd15.toml
@@ -1,5 +1,5 @@
 [pythons]
-"315" = { python_target_release = "3150", release = "3", my_release_level = "b0" }
+"315" = { python_target_release = "3150", release = "3", my_release_level = "b2" }
 
 
 

From 206604259f97e3136dbbe2f90a84b53ac865f3cd Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 28 Jun 2026 10:26:07 +0200
Subject: [PATCH 097/157] posting hash for WinPython 2026-03 b2

---
 changelogs/md5_sha1.txt | 39 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 39 insertions(+)

diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index 74ec117f..a0a9c33f 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,3 +1,42 @@
+### WinPython 2026-03 beta2 (June 28th, 2026) 
+
+MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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+
+MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|----------------------|-----------------------------------------------------------------
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+1dd11e35d5991e4857c472ec87b0b766 | 90ff959d0b290ffa37ce9acb64596910b5568dbb | d7af6131f01b82ec300c4fb0185340f4ae1cb8c4c8191e926f1533091ed9f741 | pylock.64-3_14_6_0dotfb2.toml     |          3 428 Bytes | 49459f1ba68bfc3a4a3d14196f9f1b637a9934e0eed373b6e0c727f481e38a6c
+c0fa83f33fadf034cf9cd287cadbcb8e | af2076e37d4954e983c3235091b2a2d5f3c018d8 | 1c823b953553b240aae1232164fec11226bf43d194acb3b80b1270a611961b2c | pylock.64-3_14_6_0slimb2.toml     |        202 917 Bytes | 0f8ce00bdc874840895162553d8da93512f3e9ae08ae8dc03e477ecce62375b2
+d271e9dd29fec36df1193a853c52555a | feabbddf29f61b656ae6f8eaf1390fcd35c0dafc | af75215bf900d1ff5ae792ddbcd6e5e9d10d6867202642342be7730d7e94fbb3 | pylock.64-3_14_6_0slimfb2.toml    |        182 784 Bytes | 2e3fd4eff446a23bcf71ee02a4a5114b34fc895107261df76fa434495613c05f
+1dd11e35d5991e4857c472ec87b0b766 | 90ff959d0b290ffa37ce9acb64596910b5568dbb | d7af6131f01b82ec300c4fb0185340f4ae1cb8c4c8191e926f1533091ed9f741 | pylock.64-3_14_6_0whlb2.toml      |          3 428 Bytes | 49459f1ba68bfc3a4a3d14196f9f1b637a9934e0eed373b6e0c727f481e38a6c
+1e8a2e9ada75ae56b5892aef7e7bb764 | fe29d129b4e56e6d9192e032a639e8407d354f2b | 8cf3258ee16468aeca6762ada726a5171c2b6523feaf385e652a3955dac1e566 | pylock.64-3_14_6_0whlb2_wheels.toml |        193 248 Bytes | df0649359c78d82c5d69ad3ec714b5328774d58ff4711bb21e4b7bab0e8c6789
+1dd11e35d5991e4857c472ec87b0b766 | 90ff959d0b290ffa37ce9acb64596910b5568dbb | d7af6131f01b82ec300c4fb0185340f4ae1cb8c4c8191e926f1533091ed9f741 | pylock.64-3_15_0_3dotb2.toml      |          3 428 Bytes | 49459f1ba68bfc3a4a3d14196f9f1b637a9934e0eed373b6e0c727f481e38a6c
+1dd11e35d5991e4857c472ec87b0b766 | 90ff959d0b290ffa37ce9acb64596910b5568dbb | d7af6131f01b82ec300c4fb0185340f4ae1cb8c4c8191e926f1533091ed9f741 | pylock.64-3_15_0_3dotfb2.toml     |          3 428 Bytes | 49459f1ba68bfc3a4a3d14196f9f1b637a9934e0eed373b6e0c727f481e38a6c
+
+
 ### WinPython 2026-02 (May 17th, 2026) 
 
 MD5                              | SHA-1                                    | SHA-256                                                          | Binary                            | Size                 | blake2b-256                                                     

From 672dce022ef413b8a9caad5772794c732167ada8 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 28 Jun 2026 10:28:44 +0200
Subject: [PATCH 098/157] posting the visual insides may help

---
 changelogs/WinPythondot-64bit-3.13.14.0.md  |  35 ++
 changelogs/WinPythondot-64bit-3.14.6.0.md   |  35 ++
 changelogs/WinPythondot-64bit-3.15.0.3.md   |  35 ++
 changelogs/WinPythondotf-64bit-3.14.6.0.md  |  35 ++
 changelogs/WinPythondotf-64bit-3.15.0.3.md  |  35 ++
 changelogs/WinPythonslim-64bit-3.13.14.0.md | 558 ++++++++++++++++++++
 changelogs/WinPythonslim-64bit-3.14.6.0.md  | 558 ++++++++++++++++++++
 changelogs/WinPythonslimf-64bit-3.14.6.0.md | 506 ++++++++++++++++++
 changelogs/WinPythonwhl-64bit-3.13.14.0.md  | 541 +++++++++++++++++++
 changelogs/WinPythonwhl-64bit-3.14.6.0.md   | 541 +++++++++++++++++++
 10 files changed, 2879 insertions(+)
 create mode 100644 changelogs/WinPythondot-64bit-3.13.14.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.14.6.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.15.0.3.md
 create mode 100644 changelogs/WinPythondotf-64bit-3.14.6.0.md
 create mode 100644 changelogs/WinPythondotf-64bit-3.15.0.3.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.13.14.0.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.14.6.0.md
 create mode 100644 changelogs/WinPythonslimf-64bit-3.14.6.0.md
 create mode 100644 changelogs/WinPythonwhl-64bit-3.13.14.0.md
 create mode 100644 changelogs/WinPythonwhl-64bit-3.14.6.0.md

diff --git a/changelogs/WinPythondot-64bit-3.13.14.0.md b/changelogs/WinPythondot-64bit-3.13.14.0.md
new file mode 100644
index 00000000..e9dbe755
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.14.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.13.14.0dot
+
+The following packages are included in WinPython-64bit v3.13.14.0dot b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.14 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.14.6.0.md b/changelogs/WinPythondot-64bit-3.14.6.0.md
new file mode 100644
index 00000000..84a6277d
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.6.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.14.6.0dot
+
+The following packages are included in WinPython-64bit v3.14.6.0dot b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.6 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.15.0.3.md b/changelogs/WinPythondot-64bit-3.15.0.3.md
new file mode 100644
index 00000000..9ad88078
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.3.md
@@ -0,0 +1,35 @@
+## WinPython 3.15.0.3dot
+
+The following packages are included in WinPython-64bit v3.15.0.3dot b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0b3 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.14.6.0.md b/changelogs/WinPythondotf-64bit-3.14.6.0.md
new file mode 100644
index 00000000..d4d2837c
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.14.6.0.md
@@ -0,0 +1,35 @@
+## WinPython 3.14.6.0dotf
+
+The following packages are included in WinPython-64bit v3.14.6.0dotf b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.6 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.15.0.3.md b/changelogs/WinPythondotf-64bit-3.15.0.3.md
new file mode 100644
index 00000000..1284448c
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.15.0.3.md
@@ -0,0 +1,35 @@
+## WinPython 3.15.0.3dotf
+
+The following packages are included in WinPython-64bit v3.15.0.3dotf b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0b3 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.13.14.0.md b/changelogs/WinPythonslim-64bit-3.13.14.0.md
new file mode 100644
index 00000000..4137936c
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.13.14.0.md
@@ -0,0 +1,558 @@
+## WinPython 3.13.14.0slim
+
+The following packages are included in WinPython-64bit v3.13.14.0slim b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.13.14 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.5 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.111.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.4.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[astropy](https://pypi.org/project/astropy) | 7.2.0 | Astronomy and astrophysics core library
+[astropy-iers-data](https://pypi.org/project/astropy-iers-data) | 0.2026.2.2.0.48.1 | IERS Earth Rotation and Leap Second tables for the astropy core package
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.4 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.6 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.6.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.6.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.4 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.15.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.29.0 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.4.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.3 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.0 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.16.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.5.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.0 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.4.8 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.6 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.18 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.11.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.0 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.27.1 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.9 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[mssql-python](https://pypi.org/project/mssql-python) | 1.5.0 | A Python library for interacting with Microsoft SQL Server
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.1.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.22.1 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.27.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.43.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.12.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.0 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.42.0 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.42.0 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.2 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyerfa](https://pypi.org/project/pyerfa) | 2.0.1.5 | Python bindings for ERFA
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.27 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.2 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.10 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.20 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.9.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.5 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.2.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.58.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.0 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.1 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260408 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.15.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.4.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.14.6.0.md b/changelogs/WinPythonslim-64bit-3.14.6.0.md
new file mode 100644
index 00000000..5a77baf8
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.6.0.md
@@ -0,0 +1,558 @@
+## WinPython 3.14.6.0slim
+
+The following packages are included in WinPython-64bit v3.14.6.0slim b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.6 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.5 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.111.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.4.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[astropy](https://pypi.org/project/astropy) | 7.2.0 | Astronomy and astrophysics core library
+[astropy-iers-data](https://pypi.org/project/astropy-iers-data) | 0.2026.2.2.0.48.1 | IERS Earth Rotation and Leap Second tables for the astropy core package
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.4 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.6 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.6.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.6.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.4 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.15.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.29.0 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.4.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.3 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.0 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.16.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.5.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.0 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.4.8 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.6 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.18 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.11.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.0 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.27.1 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.9 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[mssql-python](https://pypi.org/project/mssql-python) | 1.5.0 | A Python library for interacting with Microsoft SQL Server
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.1.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.22.1 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.27.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.43.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.12.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.0 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.42.0 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.42.0 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.2 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyerfa](https://pypi.org/project/pyerfa) | 2.0.1.5 | Python bindings for ERFA
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.27 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.2 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.10 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.20 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.9.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.5 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.2.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.58.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.0 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.1 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260408 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.15.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.4.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.14.6.0.md b/changelogs/WinPythonslimf-64bit-3.14.6.0.md
new file mode 100644
index 00000000..b117cc34
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.6.0.md
@@ -0,0 +1,506 @@
+## WinPython 3.14.6.0slimf
+
+The following packages are included in WinPython-64bit v3.14.6.0slimf b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.6 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.3 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.111.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.4.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.0 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.6 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.6.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.6.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.4 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.15.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.29.0 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.4.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.3 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[holoviews](https://pypi.org/project/holoviews) | 1.23.0 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.16.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.5.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.0 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.11.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.0 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.9 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.1.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.22.1 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 2.43.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.12.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.0 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.2 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.27 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.10 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.20 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.9.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.2.1 | The little ASGI library that shines.
+[streamlit](https://pypi.org/project/streamlit) | 1.58.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.0 | Streamlit component that allows you to render Bokeh charts
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260408 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.15.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.4.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonwhl-64bit-3.13.14.0.md b/changelogs/WinPythonwhl-64bit-3.13.14.0.md
new file mode 100644
index 00000000..b478a2f0
--- /dev/null
+++ b/changelogs/WinPythonwhl-64bit-3.13.14.0.md
@@ -0,0 +1,541 @@
+## WinPython 3.13.14.0whl
+
+The following packages are included in WinPython-64bit v3.13.14.0whl b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.14 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.5 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.111.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.4.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.4 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.6 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.6.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.6.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.15.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.29.0 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.4.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.3 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.16.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.5.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.0 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.4.8 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.6 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.18 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.11.0 | Mypyc runtime library
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.0 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.27.1 | Model Context Protocol SDK
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.9 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[mypy](https://pypi.org/project/mypy) | 2.1.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.22.1 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.27.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.43.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.42.0 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.42.0 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.2 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.27 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.2 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.10 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.20 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.9.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.5 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.2.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.58.0 | A faster way to build and share data apps
+[superqt](https://pypi.org/project/superqt) | 0.8.1 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260408 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.15.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.4.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+
diff --git a/changelogs/WinPythonwhl-64bit-3.14.6.0.md b/changelogs/WinPythonwhl-64bit-3.14.6.0.md
new file mode 100644
index 00000000..fc7dd812
--- /dev/null
+++ b/changelogs/WinPythonwhl-64bit-3.14.6.0.md
@@ -0,0 +1,541 @@
+## WinPython 3.14.6.0whl
+
+The following packages are included in WinPython-64bit v3.14.6.0whl b2.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.6 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.6.20260621 | WinPython Package Management
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.3.1 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.10.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.13.5 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.17.2 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.111.0 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.13.0 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.9.21 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.4.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.6 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.4 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.1 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.6 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.6.0 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.2 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.6.0 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.4 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.15.0 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.0 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.29.0 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.4.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.3 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.2.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.13.1 | A thin set of pybind11 wrappers to HiGHS
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.16.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.5.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.19.2 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.17.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.5.7 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.0 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.10 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.4.8 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.6 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.8.18 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.11.0 | Mypyc runtime library
+[llvmlite](https://pypi.org/project/llvmlite) | 0.47.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.3 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.0 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.27.1 | Model Context Protocol SDK
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.4.9 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.0 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[mypy](https://pypi.org/project/mypy) | 2.1.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.22.1 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.5.6 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.65.1 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.27.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[openai](https://pypi.org/project/openai) | 2.43.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.3 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.2.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.1.2 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.7.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.3 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.42.0 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.42.0 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.34.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.2 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.0 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.14.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.27 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.2 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 311 | Python for Window Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.3 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.4.10 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 0.30.0 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.15.20 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 82.0.1 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 3.20.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.9.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.0.1 | This package provides 32 stemmers for 30 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.5 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.49 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 3.39 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.2.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.58.0 | A faster way to build and share data apps
+[superqt](https://pypi.org/project/superqt) | 0.8.1 | Missing widgets and components for PyQt/PySide
+[sv-ttk](https://pypi.org/project/sv-ttk) | 2.6.0 | A gorgeous theme for Tkinter, based on Windows 11's UI
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260408 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.15.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.6.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.15.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.46.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.6.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.4.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.6.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+

From 64012a09863d541dacd603eded5e4d3f22ba6357 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 4 Jul 2026 18:06:20 +0200
Subject: [PATCH 099/157] local build from new  "Python Install Manager"
 requires re-creating pip.exe shortcuts, like for uv

---
 winpython/build_winpython.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 823d78fe..22a5fc4d 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -43,7 +43,7 @@ def run_command(cmd, shell=False, check=True):
     if check and proc.wait() != 0:
         raise subprocess.CalledProcessError(proc.returncode, cmd)
 
-def pip_install(python_exe: Path, req_file: str, constraints: str, find_links: str, label: str):
+def pip_install(python_exe: Path, req_file: str, constraints: str, find_links: str, label: str, options:[]):
     if req_file and Path(req_file).exists():
         cmd = [
             str(python_exe), "-m", "pip", "install",
@@ -51,6 +51,8 @@ def pip_install(python_exe: Path, req_file: str, constraints: str, find_links: s
             "--pre", "--no-index", f"--find-links={find_links}",
             "--upgrade", "--no-warn-script-location"
         ]
+        if options:
+            cmd += options
         log_section(f"Pip-install {label}")
         run_command(cmd)
     else:
@@ -218,7 +220,7 @@ def main():
         ("Pre", args.pre_req),
         ("Main", args.requirements),
     ]:
-        pip_install(target_python, req, args.constraints, args.find_links, label)
+        pip_install(target_python, req, args.constraints, args.find_links, label, ["--force-reinstall"])
 
     log_section("🙏 Step 4: Patch Winpython")
     patch_winpython(target_python)

From 0b987525e3868b18a7102a435eb1aec7ce527430 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 15 Jul 2026 18:03:38 +0200
Subject: [PATCH 100/157] speed-up piptree traversal by memoizing marker
 evaluation

Marker() re-parses the marker string on every construction, and the
same markers were evaluated repeatedly across the recursive tree walk.
Since the environment is fixed per PipData instance, results only
depend on (marker string, extra): cache them in a dict.

Full-scale "wppm -p .[.] -l9" goes from ~15s to ~3s, output identical.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/piptree.py | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/wppm/piptree.py b/wppm/piptree.py
index e7f2c5f0..ee94b1d9 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -42,6 +42,7 @@ def __init__(self, target: Optional[str] = None, wheelhouse = None):
         self.distro: Dict[str, Dict] = {}
         self.raw: Dict[str, Dict] = {}
         self.environment = self._get_environment()
+        self._marker_evals: Dict[Tuple[str, str], bool] = {}
         try:
             packages = self._get_packages(target or sys.executable, wheelhouse)
             self._process_packages(packages)
@@ -160,6 +161,15 @@ def _populate_reverse_dependencies(self) -> None:
                             self.distro[target_key]["provided"][req["req_marker"].split('extra == ')[1].translate(remove_list)] = None
                     self.distro[target_key]["reverse_dependencies"].append(rev_dep)
 
+    def _marker_true(self, marker: str, extra: str) -> bool:
+        """Evaluate a requirement marker for a given extra, memoized (environment is fixed per instance)."""
+        key = (marker, extra)
+        result = self._marker_evals.get(key)
+        if result is None:
+            result = Marker(marker).evaluate(environment={"extra": extra, **self.environment})
+            self._marker_evals[key] = result
+        return result
+
     def _get_dependency_tree(self, package_name: str, extra: str = "", version_req: str = "", depth: int = 20, path: Optional[List[str]] = None, verbose: bool = False, upward: bool = False, ppend: str="") -> List[List[str]]:
         """Recursive function to build dependency tree."""
         path = path or []
@@ -176,7 +186,6 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
         pkg_data = self.distro[pkg_key]
         if pkg_data and len(path) <= depth:
             for extra in extras:
-                environment = {"extra": extra, **self.environment}
                 summary = f'  {pkg_data["summary"]}' if verbose else ''
                 base_name = f'{package_name}[{extra}]' if extra else package_name
                 ret = [f'{base_name}=={pkg_data["version"]} {version_req}{summary}']
@@ -196,10 +205,10 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                 if (not dependency.get("req_marker") and extra == "") or \
                                    ("req_marker" in dependency and extra == up_req and \
                                     dependency["req_key"] != pkg_key and \
-                                    Marker(dependency["req_marker"]).evaluate(environment=environment)) or \
+                                    self._marker_true(dependency["req_marker"], extra)) or \
                                    ("req_marker" in dependency and extra != "" and \
                                     extra + ',' in dependency["req_extra"] + ',' and \
-                                    Marker(dependency["req_marker"]).evaluate(environment=environment | {"extra": up_req})):
+                                    self._marker_true(dependency["req_marker"], up_req)):
                                     # IA risk error: # dask[array] go upwards as dask[dataframe], so {"extra": up_req} , not {"extra": extra}
                                     #tag upward limiting dependancies
                                     wall = " " if dependency["req_version"][:1] == "~" or dependency["req_version"].startswith("==") or "<" in dependency["req_version"] else ""
@@ -216,7 +225,7 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                             verbose=verbose,
                                             upward=upward,
                                         )
-                        elif not dependency.get("req_marker") or Marker(dependency["req_marker"]).evaluate(environment=environment):
+                        elif not dependency.get("req_marker") or self._marker_true(dependency["req_marker"], extra):
                             #tag downward missing dependancies
                             wall = ""
                             if ppend=="" or wall==" ":
@@ -229,7 +238,7 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                     verbose=verbose,
                                     upward=upward,
                                 )
-                    elif not upward and (not dependency.get("req_marker") or Marker(dependency["req_marker"]).evaluate(environment=environment)):
+                    elif not upward and (not dependency.get("req_marker") or self._marker_true(dependency["req_marker"], extra)):
                         # not there but was required
                         wall_hit += " "
                         ret += [[f'{dependency["req_key"]}==? {dependency["req_version"]}']]

From 8c7308436ad1d62736e5f72c30242804daf9d595 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 15 Jul 2026 18:35:28 +0200
Subject: [PATCH 101/157] bump wppm version to 17.6.20260715

---
 wppm/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index ada832ce..f61b48f9 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.6.20260621'
+__version__ = '17.6.20260715'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'

From 902ea373be01ce7bdfae57a935fbf7e945316dad Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 15 Jul 2026 19:01:16 +0200
Subject: [PATCH 102/157] use PyPI trusted publishing (OIDC) instead of API
 token for wppm prod publish

---
 .github/workflows/build_wppm_prod_publish.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_wppm_prod_publish.yml b/.github/workflows/build_wppm_prod_publish.yml
index 2417a68b..bae270ca 100644
--- a/.github/workflows/build_wppm_prod_publish.yml
+++ b/.github/workflows/build_wppm_prod_publish.yml
@@ -76,6 +76,7 @@ jobs:
     name: Upload to PyPI (prod)
     needs: [build_wheels]
     runs-on: ubuntu-24.04
+    environment: pypi  # must match the environment declared in the PyPI trusted publisher
     permissions:
       # This permission is required for pypi's "trusted publisher" feature
       id-token: write
@@ -88,6 +89,5 @@ jobs:
 
       - uses: pypa/gh-action-pypi-publish@release/v1
         with:
-          password: ${{ secrets.PYPI_API_TOKEN }}
           skip-existing: true
           verbose: true  # Enable verbose output

From 66a6633a48c4ba66b1312772eadca37b033c06a3 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 15 Jul 2026 19:23:13 +0200
Subject: [PATCH 103/157] give wppm its own PyPI description and add Issues
 link

---
 README_PYPI.md | 73 ++++++++++++++++++++++++++++++++++++++++++++++++++
 pyproject.toml |  3 ++-
 2 files changed, 75 insertions(+), 1 deletion(-)
 create mode 100644 README_PYPI.md

diff --git a/README_PYPI.md b/README_PYPI.md
new file mode 100644
index 00000000..3d80ad8b
--- /dev/null
+++ b/README_PYPI.md
@@ -0,0 +1,73 @@
+# wppm — WinPython Package Manager
+
+`wppm` is the package manager companion of [WinPython](https://winpython.github.io/), the portable
+Python distribution for Windows. It works on any Python environment, WinPython or not.
+
+It complements `pip` (which remains the recommended way to add or remove packages) with:
+
+- **dependency tree navigation**: see what a package requires (`-p`), or which installed
+  packages require it (`-r`), across any number of levels — including `[extra]` variants,
+- **wheelhouse installs**: install a set of wheels from a local directory or a `pylock.toml` file,
+- **WinPython housekeeping**: register/unregister a WinPython distribution in Windows,
+  make it movable, list or summarize installed packages.
+
+## Examples
+
+Which installed packages depend on `pytest`, and which pin it hard (`!`):
+
+```console
+wppm -r pytest![test]
+```
+
+The full constraint web of your environment — every package, every extra, nine levels deep:
+
+```console
+wppm -p .[.] -l9
+```
+
+What `pandas` pulls in, one level:
+
+```console
+wppm -p pandas -l1
+```
+
+## Command line
+
+```text
+usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
+            [-ws WHEELSOURCE] [-wd WHEELDRAIN] [-ls] [-lsa] [-md] [-p] [-r]
+            [-l LEVELS] [-t TARGET] [-i] [-u]
+            [package(s) or lockfile ...]
+
+WinPython Package Manager: handle a WinPython Distribution and its packages
+
+positional arguments:
+  package(s) or lockfile
+                        optional package names, wheels, or lockfile
+
+options:
+  -h, --help            show this help message and exit
+  -v, --verbose         show more details on packages and actions
+  --register            Register WinPython: associate file extensions, icons and context menu with this WinPython
+  --unregister          Unregister WinPython: de-associate file extensions, icons and context menu from this WinPython
+  --fix                 make WinPython fix
+  --movable             make WinPython movable
+  -ws WHEELSOURCE       wheels location, ('.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .
+  -wd WHEELDRAIN        wheels destination: wppm pylock.toml -wd destination_of_wheels
+  -ls, --list           list installed packages matching [optional] expression: wppm -ls, wppm -ls pand
+  -lsa                  list details of packages matching [optional] expression: wppm -lsa pandas -l1
+  -md                   markdown summary of the installation
+  -p                    show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]
+  -r                    show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]
+  -l LEVELS             show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1
+  -t TARGET             path to target Python distribution (default: current environment)
+  -i, --install         install a given package wheel or pylock file (use pip for more features)
+  -u, --uninstall       uninstall package (use pip for more features)
+```
+
+## Links
+
+- WinPython distribution: <https://winpython.github.io/>
+- Source code: <https://github.com/winpython/winpython>
+- Issues and feature requests: <https://github.com/winpython/winpython/issues>
+- Discussions: <https://github.com/winpython/winpython/discussions>
diff --git a/pyproject.toml b/pyproject.toml
index cfae051f..be1e4c6c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,7 @@ dependencies = [
     "packaging",
 ]
 requires-python = ">=3.10"
-readme = "README.rst"
+readme = "README_PYPI.md"
 license = {file = "LICENSE"}
 classifiers=[
     'License :: OSI Approved :: MIT License',
@@ -33,6 +33,7 @@ keywords = ["Portable","Windows"]
 [project.urls]
 Documentation = "https://winpython.github.io/"
 Source = "https://github.com/winpython/winpython"
+Issues = "https://github.com/winpython/winpython/issues"
 
 [project.scripts]
 wppm = "wppm.wppm:main"

From 0776758b35b91d494a77f1ea7dc36426f56e8f70 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 15 Jul 2026 19:36:19 +0200
Subject: [PATCH 104/157] report each dependency cycle only once, without the
 path leading to it

One real cycle (e.g. panel -> panel-material-ui -> panel) was warned
about from every root package whose tree reaches it, flooding the
output of "wppm -r .[.] -l9". Normalize the cycle (rotation-invariant)
and remember reported ones, so each loop is warned about exactly once,
showing only the cycle members.

Also bump wppm version to 17.7.20260715.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/__init__.py |  2 +-
 wppm/piptree.py  | 10 +++++++++-
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index f61b48f9..59613829 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.6.20260715'
+__version__ = '17.7.20260715'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/piptree.py b/wppm/piptree.py
index ee94b1d9..c733bcff 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -43,6 +43,7 @@ def __init__(self, target: Optional[str] = None, wheelhouse = None):
         self.raw: Dict[str, Dict] = {}
         self.environment = self._get_environment()
         self._marker_evals: Dict[Tuple[str, str], bool] = {}
+        self._reported_cycles: set = set()
         try:
             packages = self._get_packages(target or sys.executable, wheelhouse)
             self._process_packages(packages)
@@ -180,7 +181,14 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
 
         full_name = f"{package_name}[{extra}]" if extra else package_name
         if full_name in path:
-            logger.warning(f"Cycle detected: {' -> '.join(path + [full_name])}")
+            # report only the cycle itself (not the path leading to it), and only once:
+            # the same loop reached from other roots or entered at another point is not news
+            cycle = path[path.index(full_name):]
+            rotation = cycle.index(min(cycle))
+            canonical = tuple(cycle[rotation:] + cycle[:rotation])
+            if canonical not in self._reported_cycles:
+                self._reported_cycles.add(canonical)
+                logger.warning(f"Cycle detected: {' -> '.join(cycle + [full_name])}")
             return []
 
         pkg_data = self.distro[pkg_key]

From 8a5b811689debe672918147fe05c29c60116bf67 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 16 Jul 2026 10:08:13 +0200
Subject: [PATCH 105/157] fix wppm -p pkg[.] showing only the last extra, and
 make -p -l0 a true one-liner

- down(): the results accumulation had moved outside the per-extra loop,
  so only the alphabetically last extra was displayed
- wppm -p -l0 now means depth 0 like wppm -r -l0 (was silently depth 2)
- missing-dependency '==?' lines now respect the requested depth
- bump wppm version to 17.7.20260716

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/__init__.py | 2 +-
 wppm/piptree.py  | 5 +++--
 wppm/wppm.py     | 2 +-
 3 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index 59613829..e19d0c35 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.7.20260715'
+__version__ = '17.7.20260716'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/piptree.py b/wppm/piptree.py
index c733bcff..5bea6b8f 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -246,7 +246,7 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                     verbose=verbose,
                                     upward=upward,
                                 )
-                    elif not upward and (not dependency.get("req_marker") or self._marker_true(dependency["req_marker"], extra)):
+                    elif not upward and len(path) < depth and (not dependency.get("req_marker") or self._marker_true(dependency["req_marker"], extra)):
                         # not there but was required
                         wall_hit += " "
                         ret += [[f'{dependency["req_key"]}==? {dependency["req_version"]}']]
@@ -269,9 +269,10 @@ def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4,
             if extra == ".":
                 for one_extra in sorted(self.distro[p]["provides"]):
                     a =  self._get_dependency_tree(p, one_extra, version_req, depth, verbose=verbose, ppend=ppend)
+                    results += a if (len(a[0])>1 or ppend=="") else []
             else:
                 a = self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose, ppend=ppend)
-            results += a if (len(a[0])>1 or ppend=="") else []    
+                results += a if (len(a[0])>1 or ppend=="") else []
         rawtext = json.dumps(results, indent=indent)
         lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
         return "\n".join(lines).replace('"', "")
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 3f8b9bfa..92e2a742 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -298,7 +298,7 @@ def main(test=False):
         pip = piptree.PipData(targetpython, args.wheelsource)
         for args_fname in args.fname:
             pack, extra, *other = (args_fname + "[").replace("]", "[").split("[")
-            print(pip.down(pack, extra, args.levels if args.levels>0 else 2, verbose=args.verbose))
+            print(pip.down(pack, extra, args.levels if args.levels>=0 else 2, verbose=args.verbose))
         sys.exit()
     elif args.pipup:
         pip = piptree.PipData(targetpython, args.wheelsource)

From d70d8c1caedf35a000edf2516216278184b96598 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 15:52:06 +0200
Subject: [PATCH 106/157] piptree: build the tree as structured nodes and add
 --json output

_get_dependency_tree now returns node dicts (package, extra, version,
installed, constraint, requires, depends) instead of pre-formatted
strings; the indented text display becomes one rendering of that
structure, byte-identical to before (checked over 20 -p/-r/!/[.]
scenarios). wppm -p/-r accept --json to emit the raw tree.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/piptree.py | 95 ++++++++++++++++++++++++++++++++++---------------
 wppm/wppm.py    |  5 +--
 2 files changed, 70 insertions(+), 30 deletions(-)

diff --git a/wppm/piptree.py b/wppm/piptree.py
index 5bea6b8f..674cfd20 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -171,8 +171,8 @@ def _marker_true(self, marker: str, extra: str) -> bool:
             self._marker_evals[key] = result
         return result
 
-    def _get_dependency_tree(self, package_name: str, extra: str = "", version_req: str = "", depth: int = 20, path: Optional[List[str]] = None, verbose: bool = False, upward: bool = False, ppend: str="") -> List[List[str]]:
-        """Recursive function to build dependency tree."""
+    def _get_dependency_tree(self, package_name: str, extra: str = "", version_req: Union[str, Dict] = "", depth: int = 20, path: Optional[List[str]] = None, verbose: bool = False, upward: bool = False, ppend: str="") -> List[Dict]:
+        """Recursive function to build dependency tree as a list of node dicts, one per requested extra."""
         path = path or []
         extras = extra.split(",")
         pkg_key = self.normalize(package_name)
@@ -194,9 +194,23 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
         pkg_data = self.distro[pkg_key]
         if pkg_data and len(path) <= depth:
             for extra in extras:
-                summary = f'  {pkg_data["summary"]}' if verbose else ''
                 base_name = f'{package_name}[{extra}]' if extra else package_name
-                ret = [f'{base_name}=={pkg_data["version"]} {version_req}{summary}']
+                node = {
+                    "package": package_name,
+                    "extra": extra,
+                    "version": pkg_data["version"],
+                    "installed": True,
+                    "constraint": version_req,
+                    "depends": [],
+                }
+                if isinstance(version_req, dict):
+                    # upward annotation: which requirement of the package below brought us here
+                    node["requires"] = version_req
+                    node["constraint"] = (f'[requires: {version_req["package"]}'
+                        + (f'[{version_req["extra"]}]' if version_req["extra"] != "" else "")
+                        + f'{version_req["spec"]}]')
+                if verbose:
+                    node["summary"] = pkg_data["summary"]
 
                 dependencies = pkg_data["requires_dist"] if not upward else pkg_data["reverse_dependencies"]
 
@@ -222,12 +236,10 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                                     wall = " " if dependency["req_version"][:1] == "~" or dependency["req_version"].startswith("==") or "<" in dependency["req_version"] else ""
                                     wall_hit += wall
                                     if ppend=="" or wall==" ":
-                                        ret += self._get_dependency_tree(
+                                        node["depends"] += self._get_dependency_tree(
                                             dependency["req_key"],
                                             up_req,
-                                            f"[requires: {package_name}"
-                                            + (f"[{dependency['req_extra']}]" if dependency["req_extra"] != "" else "")
-                                            + f'{dependency["req_version"]}]',
+                                            {"package": package_name, "extra": dependency["req_extra"], "spec": dependency["req_version"]},
                                             depth,
                                             next_path,
                                             verbose=verbose,
@@ -237,7 +249,7 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                             #tag downward missing dependancies
                             wall = ""
                             if ppend=="" or wall==" ":
-                                ret += self._get_dependency_tree(
+                                node["depends"] += self._get_dependency_tree(
                                     dependency["req_key"],
                                     dependency["req_extra"],
                                     dependency["req_version"],
@@ -249,16 +261,48 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
                     elif not upward and len(path) < depth and (not dependency.get("req_marker") or self._marker_true(dependency["req_marker"], extra)):
                         # not there but was required
                         wall_hit += " "
-                        ret += [[f'{dependency["req_key"]}==? {dependency["req_version"]}']]
+                        node["depends"].append({
+                            "package": dependency["req_key"],
+                            "extra": dependency["req_extra"],
+                            "version": None,
+                            "installed": False,
+                            "constraint": dependency["req_version"],
+                            "depends": [],
+                        })
 
-                ret_all.append(ret)
+                ret_all.append(node)
         if ppend=="" or wall_hit != "":
             return ret_all
         else:
-            return [""]
+            return []
+
+    def _node_text(self, node: Dict) -> str:
+        """Render a tree node dict as its one-line text form."""
+        if not node["installed"]:
+            return f'{node["package"]}==? {node["constraint"]}'
+        summary = f'  {node["summary"]}' if "summary" in node else ''
+        base_name = f'{node["package"]}[{node["extra"]}]' if node["extra"] else node["package"]
+        return f'{base_name}=={node["version"]} {node["constraint"]}{summary}'
 
-    def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False) -> str:
-        """Generate downward dependency tree as formatted string."""
+    def _node_lines(self, node: Dict) -> List:
+        """Convert a tree node dict to nested lists of text lines, for indented display."""
+        ret = [self._node_text(node)]
+        for child in node["depends"]:
+            ret.append(self._node_lines(child))
+        return ret
+
+    def _format_tree(self, results: List[Dict], indent: int, format: str, updown: str = "down") -> str:
+        """Render collected tree node dicts as indented text or JSON."""
+        if format == "json":
+            return json.dumps(results, indent=indent)
+        rawtext = json.dumps([self._node_lines(node) for node in results], indent=indent)
+        lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
+        if updown == "up":
+            return "\n".join(filter(None, lines)).replace('"', "")
+        return "\n".join(lines).replace('"', "")
+
+    def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False, format: str = "text") -> str:
+        """Generate downward dependency tree, as indented text or JSON (format="json")."""
         pp = ppw[:-1] if ppw.endswith('!') else ppw
         ppend = "!" if ppw.endswith('!') else "" #show only downward missing dependancies
         ppp = [pp] if pp in self.distro else ()
@@ -269,18 +313,16 @@ def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4,
             if extra == ".":
                 for one_extra in sorted(self.distro[p]["provides"]):
                     a =  self._get_dependency_tree(p, one_extra, version_req, depth, verbose=verbose, ppend=ppend)
-                    results += a if (len(a[0])>1 or ppend=="") else []
+                    results += a if a and (a[0]["depends"] or ppend=="") else []
             else:
                 a = self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose, ppend=ppend)
-                results += a if (len(a[0])>1 or ppend=="") else []
-        rawtext = json.dumps(results, indent=indent)
-        lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
-        return "\n".join(lines).replace('"', "")
+                results += a if a and (a[0]["depends"] or ppend=="") else []
+        return self._format_tree(results, indent, format, "down")
 
-    def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False) -> str:
-        """Generate upward dependency tree as formatted string."""
+    def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False, format: str = "text") -> str:
+        """Generate upward dependency tree, as indented text or JSON (format="json")."""
         pp = ppw[:-1] if ppw.endswith('!') else ppw
-        ppend = "!" if ppw.endswith('!') else "" #show only downward limiting dependancies
+        ppend = "!" if ppw.endswith('!') else "" #show only upward limiting dependancies
         ppp = [pp] if pp in self.distro else ()
         if pp == ".":
            ppp = [p for p in self.distro]
@@ -290,14 +332,11 @@ def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 4, versio
                 extras = set(self.distro[p]["provided"]).union(set(self.distro[p]["provides"]))
                 for e in sorted(extras):
                     a = self._get_dependency_tree(p, e, version_req, depth, verbose=verbose, upward=True, ppend=ppend)
-                    results += a if (len(a[0])>1 or ppend=="") else []
+                    results += a if a and (a[0]["depends"] or ppend=="") else []
             else:
                 a = self._get_dependency_tree(p, extra, version_req, depth, verbose=verbose, upward=True, ppend=ppend)
-                results += a if (len(a[0])>1 or extra=="") else []
-
-        rawtext = json.dumps(results, indent=indent)
-        lines = [l[2*indent:] for l in rawtext.split("\n") if len(l.strip()) > 2]
-        return "\n".join(filter(None, lines)).replace('"', "")
+                results += a if a and (a[0]["depends"] or extra=="") else []
+        return self._format_tree(results, indent, format, "up")
 
     def description(self, pp: str) -> None:
         """Return package description or None if not found."""
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 92e2a742..87b99a23 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -278,6 +278,7 @@ def main(test=False):
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
+    parser.add_argument("--json", dest="json", action="store_true", help="output the dependency tree as JSON (with -p, -r): wppm -p pandas[.] --json")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')
     parser.add_argument("-i", "--install", action="store_true", help="install a given package wheel or pylock file (use pip for more features)")
     parser.add_argument("-u", "--uninstall", action="store_true", help="uninstall package  (use pip for more features)")
@@ -298,13 +299,13 @@ def main(test=False):
         pip = piptree.PipData(targetpython, args.wheelsource)
         for args_fname in args.fname:
             pack, extra, *other = (args_fname + "[").replace("]", "[").split("[")
-            print(pip.down(pack, extra, args.levels if args.levels>=0 else 2, verbose=args.verbose))
+            print(pip.down(pack, extra, args.levels if args.levels>=0 else 2, verbose=args.verbose, format="json" if args.json else "text"))
         sys.exit()
     elif args.pipup:
         pip = piptree.PipData(targetpython, args.wheelsource)
         for args_fname in args.fname:
             pack, extra, *other = (args_fname + "[").replace("]", "[").split("[")
-            print(pip.up(pack, extra, args.levels if args.levels>=0 else 1, verbose=args.verbose))
+            print(pip.up(pack, extra, args.levels if args.levels>=0 else 1, verbose=args.verbose, format="json" if args.json else "text"))
         sys.exit()
     elif args.list:
         pip = piptree.PipData(targetpython, args.wheelsource)

From 32174fb60bb4f3a26ba442c517f505a1b50afaea Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 16:13:53 +0200
Subject: [PATCH 107/157] extend --json to -ls: machine-readable
 package/wheelhouse inventory

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/wppm.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/wppm/wppm.py b/wppm/wppm.py
index 87b99a23..36970f5b 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -278,7 +278,7 @@ def main(test=False):
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
-    parser.add_argument("--json", dest="json", action="store_true", help="output the dependency tree as JSON (with -p, -r): wppm -p pandas[.] --json")
+    parser.add_argument("--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls): wppm -p pandas[.] --json")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')
     parser.add_argument("-i", "--install", action="store_true", help="install a given package wheel or pylock file (use pip for more features)")
     parser.add_argument("-u", "--uninstall", action="store_true", help="uninstall package  (use pip for more features)")
@@ -313,6 +313,9 @@ def main(test=False):
         for args_fname in args.fname:
             todo += [l for l in pip.pip_list(full=True) if bool(re.search(args_fname, l[0]))]
         todo  = sorted(set(todo)) #, key=lambda p: (p[0].lower(), p[2])
+        if args.json:
+            print(json.dumps([{"package": p, "version": v, "summary": s} for p, v, s in todo], indent=4))
+            sys.exit()
         titles = [['Package', 'Version', 'Summary'], ['_' * max(x, 6) for x in utils.columns_width(todo)]]
         listed = utils.formatted_list(titles + todo, max_width=70)
         for p in listed:

From c6b23118301343b8af99991cf293f334ccf9aa3e Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 16:27:07 +0200
Subject: [PATCH 108/157] -md --json: emit the package index as a JSON build
 manifest

generate_package_index_markdown is now a rendering of
get_package_index_data(), which returns {distribution, tools, packages,
wheelhouse}; markdown output is unchanged. Also stop crashing on
consoles that cannot encode emoji found in package summaries
(pre-existing UnicodeEncodeError in wppm -md -ws): stdout now replaces
unencodable characters, and JSON stays ASCII-escaped.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/wppm.py | 45 ++++++++++++++++++++++++++++++++++++---------
 1 file changed, 36 insertions(+), 9 deletions(-)

diff --git a/wppm/wppm.py b/wppm/wppm.py
index 36970f5b..2f879dfa 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -79,10 +79,10 @@ def render_markdown_for_list(self, title, items):
         md += "\n"
         return md
     
-    def generate_package_index_markdown(self, python_executable_directory: str|None = None, winpyver2: str|None = None,
+    def get_package_index_data(self, python_executable_directory: str|None = None, winpyver2: str|None = None,
                                          flavor: str|None = None, architecture_bits: int|None = None
-                                         , release_level: str|None = None, wheeldir: str|None = None) -> str:
-        """Generates a Markdown formatted package index page."""
+                                         , release_level: str|None = None, wheeldir: str|None = None) -> dict:
+        """Collects the package index data: distribution identity, tools, packages, wheelhouse."""
         my_ver , my_arch = utils.get_python_infos(python_executable_directory or self.target)
         my_winpyver2 = winpyver2 or os.getenv("WINPYVER2","")
         my_winpyver2 = my_winpyver2 if my_winpyver2 != "" else my_ver
@@ -97,14 +97,35 @@ def generate_package_index_markdown(self, python_executable_directory: str|None
             wheelhouse_list = [(name, f"https://pypi.org/project/{name}", version, utils.sum_up(summary))
                for name, version, summary in wh.list_packages_with_metadata(str(my_wheeldir)) ]
 
-        return f"""## WinPython {my_winpyver2 + my_flavor}
+        as_records = lambda items: [{"name": n, "url": u, "version": v, "summary": s} for n, u, v, s in items]
+        return {
+            "distribution": {
+                "winpython": my_winpyver2 + my_flavor,
+                "python_version": my_ver,
+                "architecture_bits": my_arch,
+                "release_level": my_release_level,
+            },
+            "tools": as_records(tools_list),
+            "packages": as_records(package_list),
+            "wheelhouse": as_records(wheelhouse_list),
+        }
+
+    def generate_package_index_markdown(self, python_executable_directory: str|None = None, winpyver2: str|None = None,
+                                         flavor: str|None = None, architecture_bits: int|None = None
+                                         , release_level: str|None = None, wheeldir: str|None = None) -> str:
+        """Generates a Markdown formatted package index page."""
+        data = self.get_package_index_data(python_executable_directory, winpyver2, flavor, architecture_bits, release_level, wheeldir)
+        d = data["distribution"]
+        as_tuples = lambda items: [(i["name"], i["url"], i["version"], i["summary"]) for i in items]
+
+        return f"""## WinPython {d["winpython"]}
 
-The following packages are included in WinPython-{my_arch}bit v{my_winpyver2 + my_flavor} {my_release_level}.
+The following packages are included in WinPython-{d["architecture_bits"]}bit v{d["winpython"]} {d["release_level"]}.
 
 
-{self.render_markdown_for_list("Tools", tools_list)}
-{self.render_markdown_for_list("Python packages", package_list)}
-{self.render_markdown_for_list("WheelHouse packages", wheelhouse_list)}
+{self.render_markdown_for_list("Tools", as_tuples(data["tools"]))}
+{self.render_markdown_for_list("Python packages", as_tuples(data["packages"]))}
+{self.render_markdown_for_list("WheelHouse packages", as_tuples(data["wheelhouse"]))}
 """
 
     def find_package(self, name: str) -> Package | None:
@@ -257,6 +278,9 @@ def install_bdist_direct(self, package, install_options=None):
         self._print_done()
 
 def main(test=False):
+    # package summaries may contain characters the console codepage can't encode (emoji): don't crash
+    if sys.stdout and hasattr(sys.stdout, "reconfigure"):
+        sys.stdout.reconfigure(errors="replace")
 
     registerWinPythonHelp = f"Register WinPython: associate file extensions, icons and context menu with this WinPython"
     unregisterWinPythonHelp = f"Unregister WinPython: de-associate file extensions, icons and context menu from this WinPython"
@@ -278,7 +302,7 @@ def main(test=False):
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
-    parser.add_argument("--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls): wppm -p pandas[.] --json")
+    parser.add_argument("--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md): wppm -p pandas[.] --json")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')
     parser.add_argument("-i", "--install", action="store_true", help="install a given package wheel or pylock file (use pip for more features)")
     parser.add_argument("-u", "--uninstall", action="store_true", help="uninstall package  (use pip for more features)")
@@ -372,6 +396,9 @@ def main(test=False):
             p = subprocess.Popen(["start", "cmd", "/k",dist.python_exe, "-c" , cmd_mov], shell = True,  cwd=dist.target)
             sys.exit()
         if args.markdown:
+            if args.json:
+                print(json.dumps(dist.get_package_index_data(wheeldir=args.wheelsource), indent=4))
+                sys.exit()
             default = dist.generate_package_index_markdown()
             if args.wheelsource:
                 compare = dist.generate_package_index_markdown(wheeldir = args.wheelsource)

From 8ac8cdb96c9b5d0f41dbb2918c7969d4fe39c5aa Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 16:32:17 +0200
Subject: [PATCH 109/157] add -j as short form of --json

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/wppm.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wppm/wppm.py b/wppm/wppm.py
index 2f879dfa..718e2530 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -302,7 +302,7 @@ def main(test=False):
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
-    parser.add_argument("--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md): wppm -p pandas[.] --json")
+    parser.add_argument("-j", "--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md): wppm -p pandas[.] -j")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')
     parser.add_argument("-i", "--install", action="store_true", help="install a given package wheel or pylock file (use pip for more features)")
     parser.add_argument("-u", "--uninstall", action="store_true", help="uninstall package  (use pip for more features)")

From bece62450e4396a72f00f3db4f2e6a411f02b465 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 16:37:48 +0200
Subject: [PATCH 110/157] -md: only claim WinPython when it is one
 (WINPYVER2/winpyver2 set)

On a plain Python the package index page and JSON manifest now say
Python; the JSON distribution block gains a name field and its
winpython key becomes version.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/wppm.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/wppm/wppm.py b/wppm/wppm.py
index 718e2530..1a3f2fab 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -85,6 +85,7 @@ def get_package_index_data(self, python_executable_directory: str|None = None, w
         """Collects the package index data: distribution identity, tools, packages, wheelhouse."""
         my_ver , my_arch = utils.get_python_infos(python_executable_directory or self.target)
         my_winpyver2 = winpyver2 or os.getenv("WINPYVER2","")
+        is_winpython = my_winpyver2 != ""   # otherwise a plain Python: don't brand it WinPython
         my_winpyver2 = my_winpyver2 if my_winpyver2 != "" else my_ver
         my_flavor = flavor or os.getenv("WINPYFLAVOR", "")
         my_release_level = release_level or  os.getenv("WINPYVER", "").replace(my_winpyver2+my_flavor, "")
@@ -100,7 +101,8 @@ def get_package_index_data(self, python_executable_directory: str|None = None, w
         as_records = lambda items: [{"name": n, "url": u, "version": v, "summary": s} for n, u, v, s in items]
         return {
             "distribution": {
-                "winpython": my_winpyver2 + my_flavor,
+                "name": "WinPython" if is_winpython else "Python",
+                "version": my_winpyver2 + my_flavor,
                 "python_version": my_ver,
                 "architecture_bits": my_arch,
                 "release_level": my_release_level,
@@ -118,9 +120,9 @@ def generate_package_index_markdown(self, python_executable_directory: str|None
         d = data["distribution"]
         as_tuples = lambda items: [(i["name"], i["url"], i["version"], i["summary"]) for i in items]
 
-        return f"""## WinPython {d["winpython"]}
+        return f"""## {d["name"]} {d["version"]}
 
-The following packages are included in WinPython-{d["architecture_bits"]}bit v{d["winpython"]} {d["release_level"]}.
+The following packages are included in {d["name"]}-{d["architecture_bits"]}bit v{d["version"]} {d["release_level"]}.
 
 
 {self.render_markdown_for_list("Tools", as_tuples(data["tools"]))}

From d47d7ade1427a79f637fac41d0f9a50618f27f22 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 16:42:39 +0200
Subject: [PATCH 111/157] reword --register/--unregister/--fix/--movable help
 as generic Python features

They operate on any target Python distribution (portable/nuget/embeddable,
not only WinPython); the help texts now say what they actually do.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/wppm.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/wppm/wppm.py b/wppm/wppm.py
index 1a3f2fab..abed2fc6 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -284,18 +284,18 @@ def main(test=False):
     if sys.stdout and hasattr(sys.stdout, "reconfigure"):
         sys.stdout.reconfigure(errors="replace")
 
-    registerWinPythonHelp = f"Register WinPython: associate file extensions, icons and context menu with this WinPython"
-    unregisterWinPythonHelp = f"Unregister WinPython: de-associate file extensions, icons and context menu from this WinPython"
+    registerWinPythonHelp = f"Register the target Python: associate file extensions, icons and context menu with it (useful for portable distributions like WinPython)"
+    unregisterWinPythonHelp = f"Unregister the target Python: de-associate file extensions, icons and context menu from it"
     parser = ArgumentParser(prog="wppm",
-        description=f"WinPython Package Manager: handle a WinPython Distribution and its packages ({__version__})",
+        description=f"WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages ({__version__})",
         formatter_class=RawTextHelpFormatter,
     )
     parser.add_argument("fname", metavar="package(s) or lockfile", nargs="*", default=[""], type=str, help="optional package names, wheels, or lockfile")
     parser.add_argument("-v", "--verbose", action="store_true", help="show more details on packages and actions")
     parser.add_argument( "--register", dest="registerWinPython", action="store_true", help=registerWinPythonHelp)
     parser.add_argument("--unregister", dest="unregisterWinPython", action="store_true", help=unregisterWinPythonHelp)
-    parser.add_argument("--fix", action="store_true", help="make WinPython fix")
-    parser.add_argument("--movable", action="store_true", help="make WinPython movable")
+    parser.add_argument("--fix", action="store_true", help="make the target Python use absolute (fixed) paths in launchers and shebangs")
+    parser.add_argument("--movable", action="store_true", help="make the target Python movable/portable: relative paths in launchers and shebangs")
     parser.add_argument("-ws", dest="wheelsource", default=None, type=str, help="wheels location, ('.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .")
     parser.add_argument("-wd", dest="wheeldrain" , default=None, type=str, help="wheels destination: wppm pylock.toml -wd destination_of_wheels")
     parser.add_argument("-ls", "--list", action="store_true", help="list installed packages matching [optional] expression: wppm -ls, wppm -ls pand")

From b2699fba1dea5c3891f8c8c7f549ea6e1c9d6948 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 16:58:48 +0200
Subject: [PATCH 112/157] README_PYPI: lead with wppm strong points, WinPython
 as origin not identity

Headline features (extras-aware trees, constraint hunting, missing-dep
flags, JSON output, wheelhouse tooling, manifest, portability), a short
pipdeptree comparison, verified JSON/CI examples, refreshed help text.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 README_PYPI.md | 81 ++++++++++++++++++++++++++++++++++++--------------
 1 file changed, 59 insertions(+), 22 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index 3d80ad8b..9f7a3456 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -1,34 +1,70 @@
-# wppm — WinPython Package Manager
+# wppm — dependency trees, offline wheelhouses, portable Pythons
+
+`wppm` complements `pip` on **any** Python environment (it was born in
+[WinPython](https://winpython.github.io/), the portable distribution for Windows,
+but does not require it). `pip` remains the recommended way to add or remove
+packages; `wppm` covers what `pip` doesn't show or do:
+
+- **extras-aware dependency trees**: what does `pandas[test]` pull in? What does
+  *each* extra of a package pull in (`pandas[.]`)? Which installed packages use
+  `pytest`, through which extra?
+- **constraint hunting**: `wppm -r numpy!` shows only the packages that *pin or cap*
+  numpy — the ones that will hurt when you upgrade,
+- **missing-dependency detection**: trees flag requirements that are not installed
+  (`lxml==? >=5.3.0;extra==xml`),
+- **JSON everywhere** (`-j`): dependency trees, package lists and environment
+  manifests as machine-readable output, for CI gates and diffing,
+- **offline wheelhouse tooling**: install from a directory of wheels or a
+  `pylock.toml`, inventory a wheelhouse without installing anything (`-ls -ws`),
+- **environment manifest** (`-md`): one document — Markdown or JSON — describing the
+  distribution, its tools, its packages and its wheelhouse; a lightweight SBOM,
+- **portability housekeeping**: make any target Python movable (relative shebangs
+  and launchers) or fixed, register/unregister it in Windows.
+
+Compared with `pipdeptree`: `wppm` adds per-`[extra]` granularity in both
+directions, the constraining-dependency filter (`!`), missing-dependency flags,
+and it can inspect another environment (`-t`) or a plain directory of wheels
+(`-ws`) — no need to install anything into it first.
 
-`wppm` is the package manager companion of [WinPython](https://winpython.github.io/), the portable
-Python distribution for Windows. It works on any Python environment, WinPython or not.
-
-It complements `pip` (which remains the recommended way to add or remove packages) with:
+## Examples
 
-- **dependency tree navigation**: see what a package requires (`-p`), or which installed
-  packages require it (`-r`), across any number of levels — including `[extra]` variants,
-- **wheelhouse installs**: install a set of wheels from a local directory or a `pylock.toml` file,
-- **WinPython housekeeping**: register/unregister a WinPython distribution in Windows,
-  make it movable, list or summarize installed packages.
+What each extra of `pandas` would pull in, one level deep:
 
-## Examples
+```console
+wppm -p pandas[.] -l1
+```
 
-Which installed packages depend on `pytest`, and which pin it hard (`!`):
+Which installed packages depend on `pytest` (through which extra), and which ones
+constrain it hard (`!`):
 
 ```console
+wppm -r pytest[test]
 wppm -r pytest![test]
 ```
 
-The full constraint web of your environment — every package, every extra, nine levels deep:
+The full constraint web of your environment — every package, every extra, nine
+levels deep:
 
 ```console
 wppm -p .[.] -l9
 ```
 
-What `pandas` pulls in, one level:
+A JSON inventory of an offline wheel bundle, without installing it:
 
 ```console
-wppm -p pandas -l1
+wppm -ls -ws .\wheelhouse\included.wheels --json
+```
+
+A manifest of the current environment (distribution, tools, packages, wheelhouse):
+
+```console
+wppm -md --json
+```
+
+Fail a CI job if anything in the tree is missing:
+
+```console
+wppm -p myapp -j | python -c "import sys,json; s=json.load(sys.stdin); [s.extend(n['depends']) for n in s]; sys.exit(1 if any(not n['installed'] for n in s) else 0)"
 ```
 
 ## Command line
@@ -36,10 +72,10 @@ wppm -p pandas -l1
 ```text
 usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
             [-ws WHEELSOURCE] [-wd WHEELDRAIN] [-ls] [-lsa] [-md] [-p] [-r]
-            [-l LEVELS] [-t TARGET] [-i] [-u]
+            [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
             [package(s) or lockfile ...]
 
-WinPython Package Manager: handle a WinPython Distribution and its packages
+WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages
 
 positional arguments:
   package(s) or lockfile
@@ -48,10 +84,10 @@ positional arguments:
 options:
   -h, --help            show this help message and exit
   -v, --verbose         show more details on packages and actions
-  --register            Register WinPython: associate file extensions, icons and context menu with this WinPython
-  --unregister          Unregister WinPython: de-associate file extensions, icons and context menu from this WinPython
-  --fix                 make WinPython fix
-  --movable             make WinPython movable
+  --register            Register the target Python: associate file extensions, icons and context menu with it (useful for portable distributions like WinPython)
+  --unregister          Unregister the target Python: de-associate file extensions, icons and context menu from it
+  --fix                 make the target Python use absolute (fixed) paths in launchers and shebangs
+  --movable             make the target Python movable/portable: relative paths in launchers and shebangs
   -ws WHEELSOURCE       wheels location, ('.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .
   -wd WHEELDRAIN        wheels destination: wppm pylock.toml -wd destination_of_wheels
   -ls, --list           list installed packages matching [optional] expression: wppm -ls, wppm -ls pand
@@ -60,6 +96,7 @@ options:
   -p                    show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]
   -r                    show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]
   -l LEVELS             show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1
+  -j, --json            machine-readable JSON output (with -p, -r, -ls, -md): wppm -p pandas[.] -j
   -t TARGET             path to target Python distribution (default: current environment)
   -i, --install         install a given package wheel or pylock file (use pip for more features)
   -u, --uninstall       uninstall package (use pip for more features)
@@ -67,7 +104,7 @@ options:
 
 ## Links
 
-- WinPython distribution: <https://winpython.github.io/>
 - Source code: <https://github.com/winpython/winpython>
 - Issues and feature requests: <https://github.com/winpython/winpython/issues>
 - Discussions: <https://github.com/winpython/winpython/discussions>
+- WinPython distribution: <https://winpython.github.io/>

From 9dfa6c8302f26fda52504e7fbf1c32468a3a4a04 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 17:01:40 +0200
Subject: [PATCH 113/157] bump wppm version to 17.7.20260718

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index e19d0c35..ff2c2d8c 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.7.20260716'
+__version__ = '17.7.20260718'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'

From 5e4b807e6844c73128cd71c81989d46a3b6805d7 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 18 Jul 2026 17:03:14 +0200
Subject: [PATCH 114/157] version 17.8, not 17.7: --json/-j and the JSON
 manifest are new features

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 wppm/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index ff2c2d8c..6584b249 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.7.20260718'
+__version__ = '17.8.20260718'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'

From d9b58a8ec7d7159519f6d3247fd1452dc3b74e34 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 6 Aug 2026 09:04:45 +0200
Subject: [PATCH 115/157] associate: give each distribution its own start menu
 folder

--register/--unregister assumed the WinPython layout in two ways that
misfired on a plain Python target:

- the start menu folder was hardcoded to Programs\WinPython, and is
  rmtree'd on both register and unregister, so acting on any other
  Python deleted the real WinPython menu folder,
- shortcuts were built from every .exe found in the target's parent
  directory, which is right for WinPython (Spyder, Jupyter, command
  prompts sit next to the Python dir) but picks up unrelated files
  for a Python in C:\Python313 or a venv.

is_winpython_layout() tests for the sibling scripts/env.bat already
used by do_pip_action, and drives both: WinPython keeps its folder
name and its parent scan, anything else gets a folder named after the
target directory and shortcuts to its own python.exe/pythonw.exe.

The folder helpers keep folder_name='WinPython' as default, so outside
callers are unaffected. Menu folder creation moves out of the shortcut
loop, where it was rmtree'ing and recreating once per shortcut.

--movable/--fix are untouched: they patch Scripts/ shebangs and pip's
vendored distlib, which is generic to any Windows Python. Help text
reworded accordingly.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 wppm/associate.py | 75 +++++++++++++++++++++++++++++++----------------
 wppm/wppm.py      |  6 ++--
 2 files changed, 52 insertions(+), 29 deletions(-)

diff --git a/wppm/associate.py b/wppm/associate.py
index 49da0ca0..fcb9098d 100644
--- a/wppm/associate.py
+++ b/wppm/associate.py
@@ -23,28 +23,40 @@ def get_special_folder_path(path_name):
     except OSError:
         print(f"{path_name} is an unknown path ID")
 
-def get_winpython_start_menu_folder(current=True):
-    """Return WinPython Start menu shortcuts folder."""
+def is_winpython_layout(target):
+    """Return True if target is the Python of a WinPython distribution (sibling 'scripts/env.bat')."""
+    return (Path(target).parent / "scripts" / "env.bat").is_file()
+
+def get_start_menu_folder_name(target):
+    """Return the Start menu folder name of a target: 'WinPython' for a WinPython
+    distribution, the target directory name otherwise, so that registering a plain
+    Python never overwrites (nor removes) the menu of another distribution."""
+    if is_winpython_layout(target):
+        return 'WinPython'
+    return Path(target).resolve().name or 'Python'
+
+def get_winpython_start_menu_folder(current=True, folder_name='WinPython'):
+    """Return Start menu shortcuts folder of a distribution."""
     folder = get_special_folder_path("CSIDL_PROGRAMS")
     if not current:
         try:
             folder = get_special_folder_path("CSIDL_COMMON_PROGRAMS")
         except OSError:
             pass
-    return str(Path(folder) / 'WinPython')
+    return str(Path(folder) / folder_name)
 
-def remove_winpython_start_menu_folder(current=True):
-    """Remove WinPython Start menu folder -- remove it if it already exists"""
-    path = get_winpython_start_menu_folder(current=current)
+def remove_winpython_start_menu_folder(current=True, folder_name='WinPython'):
+    """Remove a distribution Start menu folder -- remove it if it already exists"""
+    path = get_winpython_start_menu_folder(current=current, folder_name=folder_name)
     if Path(path).is_dir():
         try:
             shutil.rmtree(path)
         except WindowsError:
             print(f"Directory {path} could not be removed", file=sys.stderr)
 
-def create_winpython_start_menu_folder(current=True):
-    """Create WinPython Start menu folder."""
-    path = get_winpython_start_menu_folder(current=current)
+def create_winpython_start_menu_folder(current=True, folder_name='WinPython'):
+    """Create a distribution Start menu folder."""
+    path = get_winpython_start_menu_folder(current=current, folder_name=folder_name)
     if Path(path).is_dir():
         try:
             shutil.rmtree(path)
@@ -114,31 +126,42 @@ def _has_pywin32():
     return importlib.util.find_spec('pythoncom') is not None
 
 def _remove_start_menu_folder(target, current=True, has_pywin32=False):
-    "remove menu Folder for target WinPython if pywin32 exists"
+    "remove menu Folder of target distribution if pywin32 exists"
     if has_pywin32:
-        remove_winpython_start_menu_folder(current=current)
+        remove_winpython_start_menu_folder(current=current, folder_name=get_start_menu_folder_name(target))
     else:
         print("Skipping start menu removal as pywin32 package is not installed.")
 
+def _get_launchers(target):
+    """Return the executables to give a Start menu shortcut to.
+    A WinPython distribution keeps its launchers (Spyder, Jupyter, ...) next to its
+    Python directory, so all of them are taken. For a plain Python, the neighbours
+    are unrelated files, so only its own interpreters are taken."""
+    if is_winpython_layout(target):
+        wpdir = Path(target).parent
+        return [wpdir / name for name in os.listdir(wpdir) if Path(name).suffix.lower() == ".exe"]
+    return [exe for exe in (Path(target) / "python.exe", Path(target) / "pythonw.exe") if exe.is_file()]
+
 def _get_shortcut_data(target, current=True, has_pywin32=False):
     "get windows menu access data if pywin32 exists, otherwise empty list"
     if not has_pywin32:
         return []
- 
-    wpdir = str(Path(target).parent)
+
+    launchers = _get_launchers(target)
+    if not launchers:
+        return []
+    # create the menu folder once, not once per shortcut
+    menu_folder = create_winpython_start_menu_folder(current=current, folder_name=get_start_menu_folder_name(target))
     data = []
-    for name in os.listdir(wpdir):
-        bname, ext = Path(name).stem, Path(name).suffix
-        if ext.lower() == ".exe":
-            # Path for the shortcut file in the start menu folder
-            shortcut_name = str(Path(create_winpython_start_menu_folder(current=current)) / bname) + '.lnk'
-            data.append(
-                (
-                    str(Path(wpdir) / name), # Target executable path
-                    bname, # Description/Name
-                    shortcut_name, # Shortcut file path
-                )
+    for exe in launchers:
+        bname = exe.stem
+        data.append(
+            (
+                str(exe), # Target executable path
+                bname, # Description/Name
+                str(Path(menu_folder) / bname) + '.lnk', # Shortcut file path
             )
+        )
     return data
 
 # --- PythonCore entries (PEP-0514 and WinPython specific) ---
@@ -240,7 +263,7 @@ def register(target, current=True, reg_type=winreg.REG_SZ, verbose=True):
     # Create start menu entries
     if has_pywin32:
         if verbose:
-            print(f'Creating WinPython menu for all icons in {Path(target).parent}')
+            print(f'Creating "{get_start_menu_folder_name(target)}" start menu shortcuts')
         for path, desc, fname in _get_shortcut_data(target, current=current, has_pywin32=True):
             try:
                 create_shortcut(path, desc, fname, verbose=verbose)
@@ -269,7 +292,7 @@ def unregister(target, current=True, verbose=True):
     # Remove start menu shortcuts
     if has_pywin32:
         if verbose:
-            print(f'Removing WinPython menu for all icons in {Path(target).parent}')
+            print(f'Removing "{get_start_menu_folder_name(target)}" start menu shortcuts')
         _remove_start_menu_folder(target, current=current, has_pywin32=True)
         # The original code had commented out code to delete .lnk files individually.
     else:
diff --git a/wppm/wppm.py b/wppm/wppm.py
index abed2fc6..fa62e58d 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -284,8 +284,8 @@ def main(test=False):
     if sys.stdout and hasattr(sys.stdout, "reconfigure"):
         sys.stdout.reconfigure(errors="replace")
 
-    registerWinPythonHelp = f"Register the target Python: associate file extensions, icons and context menu with it (useful for portable distributions like WinPython)"
-    unregisterWinPythonHelp = f"Unregister the target Python: de-associate file extensions, icons and context menu from it"
+    registerWinPythonHelp = f"Register the target Python in Windows (file extensions, icons, context menu, start menu), under the 'WinPython' PEP-514 vendor key"
+    unregisterWinPythonHelp = f"Unregister the target Python from Windows: de-associate file extensions, icons and context menu, and remove its start menu folder"
     parser = ArgumentParser(prog="wppm",
         description=f"WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages ({__version__})",
         formatter_class=RawTextHelpFormatter,
@@ -295,7 +295,7 @@ def main(test=False):
     parser.add_argument( "--register", dest="registerWinPython", action="store_true", help=registerWinPythonHelp)
     parser.add_argument("--unregister", dest="unregisterWinPython", action="store_true", help=unregisterWinPythonHelp)
     parser.add_argument("--fix", action="store_true", help="make the target Python use absolute (fixed) paths in launchers and shebangs")
-    parser.add_argument("--movable", action="store_true", help="make the target Python movable/portable: relative paths in launchers and shebangs")
+    parser.add_argument("--movable", action="store_true", help="make the target Python (any Windows Python) movable/portable: relative paths in launchers and shebangs")
     parser.add_argument("-ws", dest="wheelsource", default=None, type=str, help="wheels location, ('.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .")
     parser.add_argument("-wd", dest="wheeldrain" , default=None, type=str, help="wheels destination: wppm pylock.toml -wd destination_of_wheels")
     parser.add_argument("-ls", "--list", action="store_true", help="list installed packages matching [optional] expression: wppm -ls, wppm -ls pand")

From 9130dd03cd5cdd01924830e84f0bb616e5d46e4c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 6 Aug 2026 09:05:14 +0200
Subject: [PATCH 116/157] bump wppm version to 17.9.20260805

Middle digit up: the start menu folder of a registered non-WinPython
Python changes, so this is not a fixes-only release.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 wppm/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/wppm/__init__.py b/wppm/__init__.py
index 6584b249..161fcdda 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.8.20260718'
+__version__ = '17.9.20260805'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'

From 78ce8d34df10d3d13ecb5bb6dc7a4f38345ee472 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 6 Aug 2026 09:06:19 +0200
Subject: [PATCH 117/157] README_PYPI: lead with real output, and make the
 package findable

The page listed what wppm can do without ever showing a result, so a
visitor had to imagine the output. Each section now asks a question and
answers it with actual terminal output, all of it run and pasted
verbatim:

- wppm -p "flit![.]" as the opener: which extras of an installed
  package are unusable here, and exactly what is missing,
- wppm -r "pytest[.]": who pulls a package in, through which extra --
  the granularity pipdeptree does not have,
- wppm -r "pluggy!": the handful of packages that cap it, ie what will
  actually fight the next upgrade.

Adds a library section (piptree.PipData().down(..., format="json")),
since the tree engine is importable and takes a target= -- no
subprocess, no parsing of terminal output.

pyproject: the PyPI search line read "WinPython Package Management" and
the keywords were Portable/Windows, so nobody looking for a dependency
tool could match it. Description and keywords now say what it does,
plus console/build-tools classifiers.

Usage block regenerated from --help; it had drifted, and now differs
only in the -t default, kept generic instead of a local path.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md | 215 +++++++++++++++++++++++++++++++++++++------------
 pyproject.toml |   9 ++-
 2 files changed, 171 insertions(+), 53 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index 9f7a3456..9fc25a28 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -1,72 +1,185 @@
-# wppm — dependency trees, offline wheelhouses, portable Pythons
-
-`wppm` complements `pip` on **any** Python environment (it was born in
-[WinPython](https://winpython.github.io/), the portable distribution for Windows,
-but does not require it). `pip` remains the recommended way to add or remove
-packages; `wppm` covers what `pip` doesn't show or do:
-
-- **extras-aware dependency trees**: what does `pandas[test]` pull in? What does
-  *each* extra of a package pull in (`pandas[.]`)? Which installed packages use
-  `pytest`, through which extra?
-- **constraint hunting**: `wppm -r numpy!` shows only the packages that *pin or cap*
-  numpy — the ones that will hurt when you upgrade,
-- **missing-dependency detection**: trees flag requirements that are not installed
-  (`lxml==? >=5.3.0;extra==xml`),
-- **JSON everywhere** (`-j`): dependency trees, package lists and environment
-  manifests as machine-readable output, for CI gates and diffing,
-- **offline wheelhouse tooling**: install from a directory of wheels or a
-  `pylock.toml`, inventory a wheelhouse without installing anything (`-ls -ws`),
-- **environment manifest** (`-md`): one document — Markdown or JSON — describing the
-  distribution, its tools, its packages and its wheelhouse; a lightweight SBOM,
-- **portability housekeeping**: make any target Python movable (relative shebangs
-  and launchers) or fixed, register/unregister it in Windows.
-
-Compared with `pipdeptree`: `wppm` adds per-`[extra]` granularity in both
-directions, the constraining-dependency filter (`!`), missing-dependency flags,
-and it can inspect another environment (`-t`) or a plain directory of wheels
-(`-ws`) — no need to install anything into it first.
-
-## Examples
-
-What each extra of `pandas` would pull in, one level deep:
+# wppm — the dependency questions `pip` won't answer
+
+`wppm` is a small companion to `pip`, for **any** Python environment (it was born in
+[WinPython](https://winpython.github.io/), the portable Windows distribution, but does
+not require it). Keep using `pip` to install and remove things — use `wppm` to *see*
+what is actually there.
 
 ```console
-wppm -p pandas[.] -l1
+pip install wppm
 ```
 
-Which installed packages depend on `pytest` (through which extra), and which ones
-constrain it hard (`!`):
+## Which extras of a package are actually usable here?
+
+You installed `flit`. Its `[doc]` and `[test]` extras promise more. What is missing?
 
 ```console
-wppm -r pytest[test]
-wppm -r pytest![test]
+$ wppm -p "flit![.]"
+flit[doc]==3.12.0 ,
+    pygments-github-lexers==? ;extra==doc
+    sphinx==? ;extra==doc
+    sphinxcontrib-github-alt==? ;extra==doc
+flit[test]==3.12.0 ,
+    pytest-cov==? ;extra==test
+    responses==? ;extra==test
+    testpath==? ;extra==test
+    tomli==? ;extra==test
 ```
 
-The full constraint web of your environment — every package, every extra, nine
-levels deep:
+`[.]` means *every extra*, `!` means *only show what is missing*, and `==?` marks a
+requirement that is not installed. Extras with nothing missing are simply not printed —
+so an empty answer means "everything this package offers is ready to use".
+
+Drop the `!` to see the whole picture instead, installed versions included:
 
 ```console
-wppm -p .[.] -l9
+$ wppm -p "requests[.]" -l1
+requests==2.34.2 ,
+    certifi==2026.6.17 >=2023.5.7
+    charset-normalizer==3.4.9 <4,>=2
+    idna==3.18 <4,>=2.5
+    urllib3==2.7.0 <3,>=1.26
+requests[socks]==2.34.2 ,
+    certifi==2026.6.17 >=2023.5.7
+    charset-normalizer==3.4.9 <4,>=2
+    idna==3.18 <4,>=2.5
+    pysocks==? !=1.5.7,>=1.5.6;extra==socks
+    urllib3==2.7.0 <3,>=1.26
+requests[use-chardet-on-py3]==2.34.2 ,
+    certifi==2026.6.17 >=2023.5.7
+    chardet==? <8,>=3.0.2;extra==use-chardet-on-py3
+    charset-normalizer==3.4.9 <4,>=2
+    idna==3.18 <4,>=2.5
+    urllib3==2.7.0 <3,>=1.26
 ```
 
-A JSON inventory of an offline wheel bundle, without installing it:
+## Who pulls in `pytest`, and through which extra?
+
+The reverse direction, `-r`, is extras-aware too — it tells you *why* something is in
+your environment, down to the extra that asked for it:
+
+```console
+$ wppm -r "pytest[.]"
+pytest==9.0.3
+pytest[all]==9.0.3 ,
+    idna[all]==3.18 [requires: pytest>=8.3.2;extra==all]
+    pandas[all]==3.0.3 [requires: pytest>=8.3.4;extra==all]
+pytest[dev]==9.0.3
+pytest[test]==9.0.3 ,
+    flit[test]==3.12.0 [requires: pytest>=2.7.3;extra==test]
+    pandas[test]==3.0.3 [requires: pytest>=8.3.4;extra==test]
+pytest[testing]==9.0.3 ,
+    pluggy[testing]==1.6.0 [requires: pytest;extra==testing]
+pytest[tests]==9.0.3 ,
+    pillow[tests]==12.3.0 [requires: pytest;extra==tests]
+```
+
+## What will break when I upgrade?
+
+With `-r`, the `!` filter keeps only the packages that *pin or cap* the one you name —
+the handful that will actually fight your next upgrade, instead of the long list of
+packages that merely depend on it:
 
 ```console
-wppm -ls -ws .\wheelhouse\included.wheels --json
+$ wppm -r "pluggy!"
+pluggy==1.6.0 ,
+    pytest==9.0.3 [requires: pluggy<2,>=1.5]
 ```
 
-A manifest of the current environment (distribution, tools, packages, wheelhouse):
+An empty answer here is good news: nothing constrains it, upgrade away.
+
+And the whole constraint web of an environment — every package, every extra, nine
+levels deep — is one command:
 
 ```console
-wppm -md --json
+$ wppm -p ".[.]" -l9
 ```
 
-Fail a CI job if anything in the tree is missing:
+## Everything is available as JSON
+
+Any of `-p`, `-r`, `-ls`, `-md` accepts `-j` / `--json`, so the same answers can gate a
+CI job or be diffed between two environments:
+
+```console
+$ wppm -p pluggy -j
+[
+    {
+        "package": "pluggy",
+        "extra": "",
+        "version": "1.6.0",
+        "installed": true,
+        "constraint": "",
+        "depends": []
+    }
+]
+```
 
 ```console
-wppm -p myapp -j | python -c "import sys,json; s=json.load(sys.stdin); [s.extend(n['depends']) for n in s]; sys.exit(1 if any(not n['installed'] for n in s) else 0)"
+$ wppm -p myapp -j | python -c "import sys,json; s=json.load(sys.stdin); [s.extend(n['depends']) for n in s]; sys.exit(1 if any(not n['installed'] for n in s) else 0)"
 ```
 
+## Or use it from Python
+
+The tree engine is a plain importable module — no subprocess, no parsing of terminal
+output. `down()` walks dependencies, `up()` walks them backwards, and both return
+indented text by default or a JSON string with `format="json"`:
+
+```python
+import json
+from wppm import piptree
+
+pip = piptree.PipData()                 # or PipData(target=r"D:\WPy64\python")
+
+tree = json.loads(pip.down("pandas", "mysql", format="json"))
+missing = [d["package"] for d in tree[0]["depends"] if not d["installed"]]
+print(f"pandas[mysql] needs: {missing}")
+```
+
+```console
+pandas[mysql] needs: ['pymysql', 'sqlalchemy']
+```
+
+```python
+>>> print(pip.up("pluggy!"))     # who caps pluggy?
+pluggy==1.6.0 ,
+    pytest==9.0.3 [requires: pluggy<2,>=1.5]
+>>> pip.summary("pandas")
+'Powerful data structures for data analysis, time series, and statistics'
+```
+
+## It also works on environments you have not installed anything into
+
+`-t` points `wppm` at *another* Python distribution, and `-ws` at a plain directory of
+wheels — so you can inspect a portable distribution, or an offline bundle, without
+installing it first:
+
+```console
+$ wppm -ls -ws .\wheelhouse\included.wheels --json
+$ wppm -p "pandas[.]" -t D:\WPy64\python
+```
+
+Beyond inspection, `wppm` installs from a wheelhouse or a `pylock.toml` (`-i`, `-ws`,
+`-wd`), emits a one-document environment manifest — distribution, tools, packages,
+wheelhouse — as Markdown or JSON (`-md`, a lightweight SBOM), and does portability
+housekeeping: on any Windows Python, `--movable` / `--fix` rewrite the `Scripts\`
+launchers and shebangs between relative and absolute paths, so a directory can be moved
+(or pinned back down) without breaking its entry points.
+
+`--register` / `--unregister` associate file extensions, icons, context menu and start
+menu entries with the target Python. Each distribution gets its own start menu folder,
+so registering one never disturbs another — but note that the target is declared under
+the `WinPython` PEP-514 vendor key.
+
+## Compared with `pipdeptree`
+
+`wppm` adds per-`[extra]` granularity in **both** directions, the `!` filter (missing
+dependencies forward, constraining dependencies backward), and the ability to inspect
+another environment (`-t`) or a bare directory of wheels (`-ws`) without installing
+anything into it.
+
+> Quoting: `!` and `[` are shell metacharacters in POSIX shells, so quote the argument
+> (`wppm -p "flit![.]"`). In `cmd.exe` the quotes are optional.
+
 ## Command line
 
 ```text
@@ -75,7 +188,7 @@ usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
             [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
             [package(s) or lockfile ...]
 
-WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages
+WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.9.20260805)
 
 positional arguments:
   package(s) or lockfile
@@ -84,14 +197,14 @@ positional arguments:
 options:
   -h, --help            show this help message and exit
   -v, --verbose         show more details on packages and actions
-  --register            Register the target Python: associate file extensions, icons and context menu with it (useful for portable distributions like WinPython)
-  --unregister          Unregister the target Python: de-associate file extensions, icons and context menu from it
+  --register            Register the target Python in Windows (file extensions, icons, context menu, start menu), under the 'WinPython' PEP-514 vendor key
+  --unregister          Unregister the target Python from Windows: de-associate file extensions, icons and context menu, and remove its start menu folder
   --fix                 make the target Python use absolute (fixed) paths in launchers and shebangs
-  --movable             make the target Python movable/portable: relative paths in launchers and shebangs
+  --movable             make the target Python (any Windows Python) movable/portable: relative paths in launchers and shebangs
   -ws WHEELSOURCE       wheels location, ('.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .
   -wd WHEELDRAIN        wheels destination: wppm pylock.toml -wd destination_of_wheels
   -ls, --list           list installed packages matching [optional] expression: wppm -ls, wppm -ls pand
-  -lsa                  list details of packages matching [optional] expression: wppm -lsa pandas -l1
+  -lsa                  list details of packages matching [optional]  expression: wppm -lsa pandas -l1
   -md                   markdown summary of the installation
   -p                    show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]
   -r                    show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]
@@ -99,7 +212,7 @@ options:
   -j, --json            machine-readable JSON output (with -p, -r, -ls, -md): wppm -p pandas[.] -j
   -t TARGET             path to target Python distribution (default: current environment)
   -i, --install         install a given package wheel or pylock file (use pip for more features)
-  -u, --uninstall       uninstall package (use pip for more features)
+  -u, --uninstall       uninstall package  (use pip for more features)
 ```
 
 ## Links
diff --git a/pyproject.toml b/pyproject.toml
index be1e4c6c..26477876 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,12 +23,17 @@ classifiers=[
     'Operating System :: Unix',
     'Programming Language :: Python :: 3',
     'Development Status :: 5 - Production/Stable',
+    'Environment :: Console',
+    'Intended Audience :: Developers',
+    'Intended Audience :: System Administrators',
     'Topic :: Scientific/Engineering',
+    'Topic :: Software Development :: Build Tools',
+    'Topic :: System :: Software Distribution',
     'Topic :: Software Development :: Widget Sets',
 ]
 dynamic = ["version",]
-description="WinPython Package Management"
-keywords = ["Portable","Windows"]
+description="pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons"
+keywords = ["dependency","dependencies","dependency-tree","pipdeptree","extras","requirements","wheelhouse","pip","sbom","portable","windows"]
 
 [project.urls]
 Documentation = "https://winpython.github.io/"

From edec0cad2a42a7f40984e2c36bd6d3edb922e07d Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Fri, 7 Aug 2026 15:18:57 +0200
Subject: [PATCH 118/157] update to latest cpython for this cycle:
 python-3.13.15, 3.14.7, 3.15.0rc1

---
 .github/actions/publish-winpython/action.yml  |  4 +-
 .../github_workflows_build-2026_03.yml        | 52 +++++++++----------
 2 files changed, 28 insertions(+), 28 deletions(-)

diff --git a/.github/actions/publish-winpython/action.yml b/.github/actions/publish-winpython/action.yml
index 33d90353..2c3a2f6b 100644
--- a/.github/actions/publish-winpython/action.yml
+++ b/.github/actions/publish-winpython/action.yml
@@ -87,11 +87,11 @@ runs:
             Compress-Archive -Path "${{ inputs.build_location }}" -DestinationPath "$baseName.zip" -Force
         }
         if ("${{ inputs.format_7z }}" -eq "true") { 
-            7z a "$baseName.7z" "${{ inputs.build_location }}"
+            7z a -mx7 "$baseName.7z" "${{ inputs.build_location }}"
         }
         if ("${{ inputs.format_exe }}" -eq "true") { 
             $SFXModulePath = "C:\Program Files\7-Zip\7z.sfx"
-            7z a -t7z -sfx"$SFXModulePath" "$baseName.exe" "${{ inputs.build_location }}"
+            7z a -mx7 -t7z -sfx"$SFXModulePath" "$baseName.exe" "${{ inputs.build_location }}"
         }
 
     - name: Generate Hashes
diff --git a/.github/workflows/github_workflows_build-2026_03.yml b/.github/workflows/github_workflows_build-2026_03.yml
index f5c8a7e9..2f2ac725 100644
--- a/.github/workflows/github_workflows_build-2026_03.yml
+++ b/.github/workflows/github_workflows_build-2026_03.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_03"
-  my_release_level: "b2"
+  my_release_level: "b3"
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
@@ -67,31 +67,31 @@ jobs:
         shell: pwsh
         run: |
           switch ($env:PYTHON_VERSIONF) {
-            '3.13' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.14.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.13.14+20260623-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=7c3159205dda0289a47e6dd1226c4e5800b1f99a03146cdc25a41fed8ef74f5a'
-            }
-            '3.14' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.6.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.14.6+20260623-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=ec05b628ad749682d06d225780fbc02e7bbb5ce2146c9bd8e74a3659b14b693a'
-            }
-            '3.14F' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.6.0'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.14.6+20260623-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=684fd81c1f3bb1829871e85ffeb71e2d80791cb68b155e6d50405bd32f632242'
-            }
-            '3.15' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.3'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.15.0b3+20260623-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=c879c122137c8040e1106362b31ae5e20bd3ecaaf728d2e999332e78951e90b0'
-            }
-            '3.15F' {
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.3'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260623/cpython-3.15.0b3+20260623-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
-              Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=03e9b659530197bda345a76612034fcc8df36a17e6248e0b4197c180d7dbaa8b'
-            }
+                        '3.13' {
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.13.15.0'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.13.15+20260807-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=44bf9ae71f4b45e3ba3104ae331c6eff3f7002593c26fd12453eb9310c4f259a'
+                        }
+                        '3.14' {
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.7.0'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.14.7+20260807-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=840e368318d1630bd8efbd3f7de8fab32cb4bbd735baef733f9034f2676c6a92'
+                        }
+                        '3.14F' {
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.14.7.0'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.14.7+20260807-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=c8323293c9e76e8b244a0e533894512f067dac2a6aa2dfcb3494cbe74b3af58e'
+                        }
+                        '3.15' {
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.4'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.15.0rc1+20260807-x86_64-pc-windows-msvc-install_only_stripped.tar.gz'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=bc0d0f3c7b88873688f30bc78da8387a6653a5493424951d3a84c658c973198e'
+                        }
+                        '3.15F' {
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'ver2=3.15.0.4'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'src=https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.15.0rc1+20260807-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz'
+                            Add-Content -Path $env:GITHUB_OUTPUT -Value 'sha=e5998e014f16074ac9f6d61eb2a31ff8ac8bc331b61da2c5acf7d15abf4a2650'
+                        }
           }
 
       - name: Set static and matrix variables based on selected Python version

From 37636f1054f2ab011f17212488c46fba784c0c3d Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 8 Aug 2026 09:09:56 +0200
Subject: [PATCH 119/157] 2026-03 b3 push

---
 .../pylock.64-3_13_15_0dotb3.toml             |   90 +
 .../pylock.64-3_13_15_0slimb3.toml            | 5722 +++++++++++++++++
 .../pylock.64-3_13_15_0whlb3.toml             |   90 +
 .../pylock.64-3_13_15_0whlb3_wheels.toml      | 5513 ++++++++++++++++
 .../pylock.64-3_14_7_0dotb3.toml              |   90 +
 .../pylock.64-3_14_7_0dotfb3.toml             |   90 +
 .../pylock.64-3_14_7_0slimb3.toml             | 5722 +++++++++++++++++
 .../pylock.64-3_14_7_0slimfb3.toml            | 5271 +++++++++++++++
 .../pylock.64-3_14_7_0whlb3.toml              |   90 +
 .../pylock.64-3_14_7_0whlb3_wheels.toml       | 5458 ++++++++++++++++
 .../requir.64-3_13_15_0dotb3.txt              |   16 +
 .../requir.64-3_13_15_0slimb3.txt             | 1040 +++
 .../requir.64-3_13_15_0whlb3.txt              |   16 +
 .../requir.64-3_13_15_0whlb3_wheels.txt       | 1002 +++
 .../cycle_2026_03/requir.64-3_14_7_0dotb3.txt |   16 +
 .../requir.64-3_14_7_0dotfb3.txt              |   16 +
 .../requir.64-3_14_7_0slimb3.txt              | 1040 +++
 .../requir.64-3_14_7_0slimfb3.txt             |  958 +++
 .../cycle_2026_03/requir.64-3_14_7_0whlb3.txt |   16 +
 .../requir.64-3_14_7_0whlb3_wheels.txt        |  992 +++
 20 files changed, 33248 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_15_0dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_15_0slimb3.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_13_15_0whlb3.toml
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diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0whlb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0whlb3.toml
new file mode 100644
index 00000000..a84e8d0e
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0dotb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0dotb3.txt
new file mode 100644
index 00000000..7315becc
--- /dev/null
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@@ -0,0 +1,16 @@
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slimb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slimb3.txt
new file mode 100644
index 00000000..31604046
--- /dev/null
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+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
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+    --hash=sha256:1f9553927f18d0513d8e5ff80ab8980b8202ce37ecae0e3274ed2ef11880e74d
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+yt-dlp==2026.3.17 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0whlb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0whlb3.txt
new file mode 100644
index 00000000..7315becc
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0whlb3.txt
@@ -0,0 +1,16 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.9.20260805 \
+    --hash=sha256:cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0whlb3_wheels.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0whlb3_wheels.txt
new file mode 100644
index 00000000..d6ac65d3
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0whlb3_wheels.txt
@@ -0,0 +1,1002 @@
+absl-py==2.5.0 \
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+yt-dlp==2026.3.17 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotb3.txt
new file mode 100644
index 00000000..7315becc
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotb3.txt
@@ -0,0 +1,16 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.9.20260805 \
+    --hash=sha256:cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotfb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotfb3.txt
new file mode 100644
index 00000000..7315becc
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotfb3.txt
@@ -0,0 +1,16 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
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+pyproject-hooks==1.2.0 \
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+setuptools==83.0.0 \
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+wppm==17.9.20260805 \
+    --hash=sha256:cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimb3.txt
new file mode 100644
index 00000000..5836a775
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimb3.txt
@@ -0,0 +1,1040 @@
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+    --hash=sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79
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+locket==1.0.0 \
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+mcp==1.27.1 \
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+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.7 \
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+tqdm==4.67.3 \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+traitlets==5.14.3 \
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+trove-classifiers==2026.1.14.14 \
+    --hash=sha256:1f9553927f18d0513d8e5ff80ab8980b8202ce37ecae0e3274ed2ef11880e74d
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+uc-micro-py==2.0.0 \
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+yapf==0.43.0 \
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+yt-dlp==2026.3.17 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimfb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimfb3.txt
new file mode 100644
index 00000000..d5f9c8ea
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimfb3.txt
@@ -0,0 +1,958 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.11.0 \
+    --hash=sha256:b853e613c6c8afbe7a3fcea0098c88b935a4d1e1b046813aed1fe7363c7b8fc7
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
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+aiohttp==3.14.1 \
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+aiosignal==1.4.0 \
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+aiosqlite==0.22.1 \
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+alabaster==1.0.0 \
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+alembic==1.18.5 \
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+altair==6.2.2 \
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+anthropic==0.120.2 \
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+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.2 \
+    --hash=sha256:a7624b1ca46ca5d7b864ef0d2f8efe3091454085ee1855b4e992314529972215
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zict==3.0.0 \
+    --hash=sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0whlb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0whlb3.txt
new file mode 100644
index 00000000..7315becc
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0whlb3.txt
@@ -0,0 +1,16 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.9.20260805 \
+    --hash=sha256:cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0whlb3_wheels.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0whlb3_wheels.txt
new file mode 100644
index 00000000..4ab272f5
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0whlb3_wheels.txt
@@ -0,0 +1,992 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.11.0 \
+    --hash=sha256:830efd3f212a6360ad66c09fd95171a26a1006a51c893f72238dfb50e0f35e13
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.14.1 \
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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+rfc3986==2.0.0 \
+    --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
+rfc3986-validator==0.1.1 \
+    --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
+rich==15.0.0 \
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+spyder==6.1.6 \
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+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+thefuzz==0.22.1 \
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+    --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9
+tiktoken==0.12.0 \
+    --hash=sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+tokenizers==0.22.2 \
+    --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.14.0 \
+    --hash=sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.7 \
+    --hash=sha256:de942f843533a039ef9fa3d9c88c7cd8a7c94553fb5ad0154270989b3d99a2c4
+tqdm==4.67.3 \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2026.1.14.14 \
+    --hash=sha256:1f9553927f18d0513d8e5ff80ab8980b8202ce37ecae0e3274ed2ef11880e74d
+twine==6.2.0 \
+    --hash=sha256:418ebf08ccda9a8caaebe414433b0ba5e25eb5e4a927667122fbe8f829f985d8
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89
+types-requests==2.33.0.20260712 \
+    --hash=sha256:de027e28c171d3da529689cbfa023b0b4eab188c8dfa22fd834eebd2cee6e7bb
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+ujson==5.12.1 \
+    --hash=sha256:c6d3bdd020333688ee60559437021ed68a98a28fdd609b5af16de5dd58f90cba
+umap-learn==0.5.12 \
+    --hash=sha256:f2a85d2a2adcb52b541bed9b27a23ca169b56bb1b23283abeebfb8dfb8a42fe5
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.7.0 \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+uuid-utils==0.17.0 \
+    --hash=sha256:42275ebd0e8e74e32cdbfb8bd88fc99576567d51d54a508020611fd8f4f463a0
+uvicorn==0.51.0 \
+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+vega-datasets==0.9.0 \
+    --hash=sha256:3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+werkzeug==3.1.8 \
+    --hash=sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+widgetsnbextension==4.0.15 \
+    --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
+wordcloud==1.9.6 \
+    --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xarray==2026.7.0 \
+    --hash=sha256:bf9dd130b93806dc78e90c1b7ac24851b31557b888674c53622235691cf21824
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+xxhash==3.7.0 \
+    --hash=sha256:2a61e2a3fb23c892496d587b470dee7fa1b58b248a187719c65ea8e94ec13257
+xyzservices==2025.11.0 \
+    --hash=sha256:de66a7599a8d6dad63980b77defd1d8f5a5a9cb5fc8774ea1c6e89ca7c2a3d2f
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.2 \
+    --hash=sha256:afb00d7fd8e0f285ca29a44cc50df2d622ff2f7a6d933fa641577b5f9d5f3db0
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e
+zstandard==0.25.0 \
+    --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2

From 66056820f44e88db52d9bc67ff7c0de57feaf5fe Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 8 Aug 2026 09:16:50 +0200
Subject: [PATCH 120/157] missetd push

---
 .../pylock.64-3_15_0_4dotb3.toml              | 90 +++++++++++++++++++
 .../pylock.64-3_15_0_4dotfb3.toml             | 90 +++++++++++++++++++
 .../cycle_2026_03/requir.64-3_15_0_4dotb3.txt | 16 ++++
 .../requir.64-3_15_0_4dotfb3.txt              | 16 ++++
 4 files changed, 212 insertions(+)
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotfb3.toml
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml
new file mode 100644
index 00000000..a84e8d0e
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml
@@ -0,0 +1,90 @@
+lock-version = "1.0"
+created-by = "pip"
+
+[[packages]]
+name = "build"
+version = "1.4.2"
+
+[[packages.wheels]]
+name = "build-1.4.2-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/4a/57/3b7d4dd193ade4641c865bc2b93aeeb71162e81fc348b8dad020215601ed/build-1.4.2-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88"
+
+[[packages]]
+name = "colorama"
+version = "0.4.6"
+
+[[packages.wheels]]
+name = "colorama-0.4.6-py2.py3-none-any.whl"
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new file mode 100644
index 00000000..a84e8d0e
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotfb3.toml
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+
+[[packages]]
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+[[packages.wheels]]
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+[packages.wheels.hashes]
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+[[packages.wheels]]
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+[[packages]]
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+[[packages.wheels]]
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+[packages.wheels.hashes]
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+[[packages.wheels]]
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt
new file mode 100644
index 00000000..7315becc
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt
@@ -0,0 +1,16 @@
+build==1.4.2 \
+    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
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+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
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+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.9.20260805 \
+    --hash=sha256:cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt
new file mode 100644
index 00000000..7315becc
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt
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+build==1.4.2 \
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From e144f0772d8f41463477c5635bb632ce381348e4 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 8 Aug 2026 12:16:47 +0200
Subject: [PATCH 121/157] publish markdown of current build 2026-03 b3

---
 changelogs/WinPythondot-64bit-3.13.15.0.md  |  34 ++
 changelogs/WinPythondot-64bit-3.14.7.0.md   |  34 ++
 changelogs/WinPythondot-64bit-3.15.0.4.md   |  34 ++
 changelogs/WinPythondotf-64bit-3.14.7.0.md  |  34 ++
 changelogs/WinPythondotf-64bit-3.15.0.4.md  |  34 ++
 changelogs/WinPythonslim-64bit-3.13.15.0.md | 547 ++++++++++++++++++++
 changelogs/WinPythonslim-64bit-3.14.7.0.md  | 547 ++++++++++++++++++++
 changelogs/WinPythonslimf-64bit-3.14.7.0.md | 506 ++++++++++++++++++
 8 files changed, 1770 insertions(+)
 create mode 100644 changelogs/WinPythondot-64bit-3.13.15.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.14.7.0.md
 create mode 100644 changelogs/WinPythondot-64bit-3.15.0.4.md
 create mode 100644 changelogs/WinPythondotf-64bit-3.14.7.0.md
 create mode 100644 changelogs/WinPythondotf-64bit-3.15.0.4.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.13.15.0.md
 create mode 100644 changelogs/WinPythonslim-64bit-3.14.7.0.md
 create mode 100644 changelogs/WinPythonslimf-64bit-3.14.7.0.md

diff --git a/changelogs/WinPythondot-64bit-3.13.15.0.md b/changelogs/WinPythondot-64bit-3.13.15.0.md
new file mode 100644
index 00000000..8196b753
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.13.15.0.md
@@ -0,0 +1,34 @@
+## WinPython 3.13.15.0dot
+
+The following packages are included in WinPython-64bit v3.13.15.0dot b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.15 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.14.7.0.md b/changelogs/WinPythondot-64bit-3.14.7.0.md
new file mode 100644
index 00000000..aa499bc9
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.14.7.0.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.7.0dot
+
+The following packages are included in WinPython-64bit v3.14.7.0dot b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondot-64bit-3.15.0.4.md b/changelogs/WinPythondot-64bit-3.15.0.4.md
new file mode 100644
index 00000000..408ee7c5
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.15.0.4.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.4dot
+
+The following packages are included in WinPython-64bit v3.15.0.4dot b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc1 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.14.7.0.md b/changelogs/WinPythondotf-64bit-3.14.7.0.md
new file mode 100644
index 00000000..cd4028e6
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.14.7.0.md
@@ -0,0 +1,34 @@
+## WinPython 3.14.7.0dotf
+
+The following packages are included in WinPython-64bit v3.14.7.0dotf b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythondotf-64bit-3.15.0.4.md b/changelogs/WinPythondotf-64bit-3.15.0.4.md
new file mode 100644
index 00000000..8e57b90a
--- /dev/null
+++ b/changelogs/WinPythondotf-64bit-3.15.0.4.md
@@ -0,0 +1,34 @@
+## WinPython 3.15.0.4dotf
+
+The following packages are included in WinPython-64bit v3.15.0.4dotf b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.15.0rc1 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.13.15.0.md b/changelogs/WinPythonslim-64bit-3.13.15.0.md
new file mode 100644
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+++ b/changelogs/WinPythonslim-64bit-3.13.15.0.md
@@ -0,0 +1,547 @@
+## WinPython 3.13.15.0slim
+
+The following packages are included in WinPython-64bit v3.13.15.0slim b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.13.15 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.11.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.1 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.120.2 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.7.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.4.3 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.3 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.5 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.26.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.0.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.20.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.1 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.13 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.4.9 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.9 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.10.2 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.14.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.48.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.27.1 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.8.0 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.1 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.23.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.0 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.66.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 2.52.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.12.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.0 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.7 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.1 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.6 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.3.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.1 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslim-64bit-3.14.7.0.md b/changelogs/WinPythonslim-64bit-3.14.7.0.md
new file mode 100644
index 00000000..4dd439de
--- /dev/null
+++ b/changelogs/WinPythonslim-64bit-3.14.7.0.md
@@ -0,0 +1,547 @@
+## WinPython 3.14.7.0slim
+
+The following packages are included in WinPython-64bit v3.14.7.0slim b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.11.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.1 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.120.2 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.7.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.2.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 7.4.3 | Universal character encoding detector
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.11.1 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[cohere](https://pypi.org/project/cohere) | 7.0.8 | 
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.3 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.9.2 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.3 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[deap](https://pypi.org/project/deap) | 1.4.4 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.5.5 | DuckDB in-process database
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastavro](https://pypi.org/project/fastavro) | 1.12.1 | Fast read/write of AVRO files
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[guidata](https://pypi.org/project/guidata) | 3.14.4 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.6.0 | Fast transfer of large files with the Hugging Face Hub.
+[highspy](https://pypi.org/project/highspy) | 1.15.1 | A thin set of pybind11 wrappers to HiGHS
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.26.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.2.1 | 
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.16.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.0.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.20.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.1 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[langchain](https://pypi.org/project/langchain) | 1.3.13 | Building applications with LLMs through composability
+[langchain-core](https://pypi.org/project/langchain-core) | 1.4.9 | Building applications with LLMs through composability
+[langchain-protocol](https://pypi.org/project/langchain-protocol) | 0.0.18 | Python bindings for the LangChain agent streaming protocol
+[langgraph](https://pypi.org/project/langgraph) | 1.2.9 | Building stateful, multi-actor applications with LLMs
+[langgraph-checkpoint](https://pypi.org/project/langgraph-checkpoint) | 4.1.1 | Library with base interfaces for LangGraph checkpoint savers.
+[langgraph-prebuilt](https://pypi.org/project/langgraph-prebuilt) | 1.1.0 | Library with high-level APIs for creating and executing LangGraph agents and tools.
+[langgraph-sdk](https://pypi.org/project/langgraph-sdk) | 0.4.2 | SDK for interacting with LangGraph API
+[langsmith](https://pypi.org/project/langsmith) | 0.10.2 | Client library to connect to the LangSmith Observability and Evaluation Platform.
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.14.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.48.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[magika](https://pypi.org/project/magika) | 0.6.2 | A tool to determine the content type of a file with deep learning
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markitdown](https://pypi.org/project/markitdown) | 0.1.5 | Utility tool for converting various files to Markdown
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mcp](https://pypi.org/project/mcp) | 1.27.1 | Model Context Protocol SDK
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.8.0 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.1 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[moocore](https://pypi.org/project/moocore) | 0.2.0 | Core Algorithms for Multi-Objective Optimization
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[mssql-python](https://pypi.org/project/mssql-python) | 1.13.0 | A Python library for interacting with Microsoft SQL Server
+[mssql-python-odbc](https://pypi.org/project/mssql-python-odbc) | 18.6.2.1 | Internal implementation package for mssql-python: Microsoft ODBC Driver 18 for SQL Server binaries. Not intended for direct use.
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.23.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.0 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.66.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[onnxruntime](https://pypi.org/project/onnxruntime) | 1.28.0 | ONNX Runtime is a runtime accelerator for Machine Learning models
+[onnxruntime-genai](https://pypi.org/project/onnxruntime-genai) | 0.15.2 | ONNX Runtime GenAI
+[openai](https://pypi.org/project/openai) | 2.52.0 | The official Python library for the openai API
+[opencv-python](https://pypi.org/project/opencv-python) | 5.0.0.93 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.11.8 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[osqp](https://pypi.org/project/osqp) | 1.1.1 | OSQP: The Operator Splitting QP Solver
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.12.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.0 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.15.7 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.10.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[polars](https://pypi.org/project/polars) | 1.43.2 | Blazingly fast DataFrame library
+[polars-runtime-32](https://pypi.org/project/polars-runtime-32) | 1.43.2 | Blazingly fast DataFrame library
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psycopg2](https://pypi.org/project/psycopg2) | 2.9.11 | psycopg2 - Python-PostgreSQL Database Adapter
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pympler](https://pypi.org/project/pympler) | 1.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.11 | Python bindings for the Qt cross platform application toolkit
+[pyqt5-qt5](https://pypi.org/project/pyqt5-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5-sip](https://pypi.org/project/pyqt5-sip) | 12.17.1 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.14.0 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.7 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine-qt5](https://pypi.org/project/pyqtwebengine-qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.16.3 | Qt plotting widgets for Python
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32](https://pypi.org/project/pywin32) | 312 | Python for Windows Extensions
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qdldl](https://pypi.org/project/qdldl) | 0.1.9.post1 | QDLDL, a free LDL factorization routine.
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.4.2 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.7.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.1 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sparsediffpy](https://pypi.org/project/sparsediffpy) | 0.3.0 | Python bindings for SparseDiffEngine algorithmic differentiation
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 6.1.6 | The Scientific Python Development Environment
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.3.1 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.6 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[superqt](https://pypi.org/project/superqt) | 0.8.1 | Missing widgets and components for PyQt/PySide
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.22.2 | 
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 15.0.1 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.25.0 | Zstandard bindings for Python
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+
diff --git a/changelogs/WinPythonslimf-64bit-3.14.7.0.md b/changelogs/WinPythonslimf-64bit-3.14.7.0.md
new file mode 100644
index 00000000..d530d2b0
--- /dev/null
+++ b/changelogs/WinPythonslimf-64bit-3.14.7.0.md
@@ -0,0 +1,506 @@
+## WinPython 3.14.7.0slimf
+
+The following packages are included in WinPython-64bit v3.14.7.0slimf b3.
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Pandoc](https://pandoc.org) | 3.1.9 | an universal document converter
+[Python](http://www.python.org/) | 3.14.7 | Python programming language with standard library
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[absl-py](https://pypi.org/project/absl-py) | 2.5.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[adbc-driver-manager](https://pypi.org/project/adbc-driver-manager) | 1.11.0 | A generic entrypoint for ADBC drivers.
+[aiofiles](https://pypi.org/project/aiofiles) | 25.1.0 | File support for asyncio.
+[aiohappyeyeballs](https://pypi.org/project/aiohappyeyeballs) | 2.6.1 | Happy Eyeballs for asyncio
+[aiohttp](https://pypi.org/project/aiohttp) | 3.14.1 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.4.0 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.22.1 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 1.0.0 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.18.5 | A database migration tool for SQLAlchemy.
+[altair](https://pypi.org/project/altair) | 6.2.2 | Vega-Altair: A declarative statistical visualization library for Python.
+[annotated-doc](https://pypi.org/project/annotated-doc) | 0.0.4 | Document parameters, class attributes, return types, and variables inline, with Annotated.
+[annotated-types](https://pypi.org/project/annotated-types) | 0.7.0 | Reusable constraint types to use with typing.Annotated
+[anthropic](https://pypi.org/project/anthropic) | 0.120.2 | The official Python library for the anthropic API
+[anyio](https://pypi.org/project/anyio) | 4.14.2 | High-level concurrency and networking framework on top of asyncio or Trio
+[anywidget](https://pypi.org/project/anywidget) | 0.11.0 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argcomplete](https://pypi.org/project/argcomplete) | 3.6.3 | Bash tab completion for argparse
+[argon2-cffi](https://pypi.org/project/argon2-cffi) | 25.1.0 | Argon2 for Python
+[argon2-cffi-bindings](https://pypi.org/project/argon2-cffi-bindings) | 25.1.0 | Low-level CFFI bindings for Argon2
+[array-api-compat](https://pypi.org/project/array-api-compat) | 1.15.0 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.4.0 | Better dates & times for Python
+[asgi-csrf](https://pypi.org/project/asgi-csrf) | 0.11 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.11.0 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
+[ast-serialize](https://pypi.org/project/ast-serialize) | 0.7.0 | Python bindings for mypy AST serialization
+[asteval](https://pypi.org/project/asteval) | 1.0.6 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 4.0.2 | An abstract syntax tree for Python with inference support.
+[asttokens](https://pypi.org/project/asttokens) | 3.0.1 | Annotate AST trees with source code positions
+[async-lru](https://pypi.org/project/async-lru) | 2.3.0 | Simple LRU cache for asyncio
+[asyncssh](https://pypi.org/project/asyncssh) | 2.23.1 | AsyncSSH: Asynchronous SSHv2 client and server library
+[attrs](https://pypi.org/project/attrs) | 26.1.0 | Classes Without Boilerplate
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure-core](https://pypi.org/project/azure-core) | 1.39.0 | Microsoft Azure Core Library for Python
+[azure-cosmos](https://pypi.org/project/azure-cosmos) | 4.16.1 | Microsoft Azure Cosmos Client Library for Python
+[azure-identity](https://pypi.org/project/azure-identity) | 1.25.3 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.18.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 1.0.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 5.0.0 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.14.3 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 26.5.1 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.3.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.9.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.9.1 | Interactive plots and applications in the browser from Python
+[branca](https://pypi.org/project/branca) | 0.8.1 | Generate complex HTML+JS pages with Python
+[build](https://pypi.org/project/build) | 1.4.2 | A simple, correct Python build frontend
+[cachetools](https://pypi.org/project/cachetools) | 7.0.5 | Extensible memoizing collections and decorators
+[cattrs](https://pypi.org/project/cattrs) | 25.3.0 | Composable complex class support for attrs and dataclasses.
+[certifi](https://pypi.org/project/certifi) | 2026.1.4 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 2.0.0 | Foreign Function Interface for Python calling C code.
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset-normalizer](https://pypi.org/project/charset-normalizer) | 3.4.7 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[click](https://pypi.org/project/click) | 8.4.2 | Composable command line interface toolkit
+[click-default-group](https://pypi.org/project/click-default-group) | 1.2.4 | click_default_group
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.1.2 | Pickler class to extend the standard pickle.Pickler functionality
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.2.1 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.10.1 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.3 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.3.3 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.7.1 | A command-line utility that creates projects from project templates, e.g.
+[cryptography](https://pypi.org/project/cryptography) | 46.0.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.2.9 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 1.1.0 | Cython implementation of Toolz: High performance functional utilities
+[dask](https://pypi.org/project/dask) | 2026.7.1 | Parallel PyData with Task Scheduling
+[datasette](https://pypi.org/project/datasette) | 0.65.3 | An open source multi-tool for exploring and publishing data
+[datasette-graphql](https://pypi.org/project/datasette-graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.19.0 | Data visualization toolchain based on aggregating into a grid
+[debugpy](https://pypi.org/project/debugpy) | 1.8.20 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 5.2.1 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[diff-match-patch](https://pypi.org/project/diff-match-patch) | 20241021 | Repackaging of Google's Diff Match and Patch libraries.
+[dill](https://pypi.org/project/dill) | 0.4.1 | serialize all of Python
+[distributed](https://pypi.org/project/distributed) | 2026.7.1 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.9.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 6.0.7 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.8.0 | DNS toolkit
+[docstring-parser](https://pypi.org/project/docstring-parser) | 0.17.0 | Parse Python docstrings in reST, Google and Numpydoc format
+[docstring-to-markdown](https://pypi.org/project/docstring-to-markdown) | 0.17 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.22.4 | Docutils -- Python Documentation Utilities
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et-xmlfile](https://pypi.org/project/et-xmlfile) | 2.0.0 | An implementation of lxml.xmlfile for the standard library
+[eval-type-backport](https://pypi.org/project/eval-type-backport) | 0.3.1 | Like `typing._eval_type`, but lets older Python versions use newer typing features.
+[executing](https://pypi.org/project/executing) | 2.2.1 | Get the currently executing AST node of a frame, and other information
+[faker](https://pypi.org/project/faker) | 40.28.1 | Faker is a Python package that generates fake data for you.
+[fasta2a](https://pypi.org/project/fasta2a) | 0.6.1 | Convert an AI Agent into a A2A server! ✨
+[fastapi](https://pypi.org/project/fastapi) | 0.136.3 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.21.2 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.32.2 | A platform independent file lock.
+[flake8](https://pypi.org/project/flake8) | 7.1.1 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.1.3 | A simple framework for building complex web applications.
+[flatbuffers](https://pypi.org/project/flatbuffers) | 25.12.19 | The FlatBuffers serialization format for Python
+[flexcache](https://pypi.org/project/flexcache) | 0.3 | Saves and loads to the cache a transformed versions of a source object.
+[flexparser](https://pypi.org/project/flexparser) | 0.4 | Parsing made fun ... using typing.
+[flit](https://pypi.org/project/flit) | 3.12.0 | A simple packaging tool for simple packages.
+[flit-core](https://pypi.org/project/flit-core) | 3.12.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.20.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.62.1 | Tools to manipulate font files
+[foundry-local-sdk](https://pypi.org/project/foundry-local-sdk) | 0.5.1 | Foundry Local Manager Python SDK: Control-plane SDK for Foundry Local.
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.8.0 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2026.7.0 | File-system specification
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[genai-prices](https://pypi.org/project/genai-prices) | 0.0.60 | Calculate prices for calling LLM inference APIs.
+[geographiclib](https://pypi.org/project/geographiclib) | 2.1 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 1.1.3 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.12 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.46 | GitPython is a Python library used to interact with Git repositories
+[google-auth](https://pypi.org/project/google-auth) | 2.48.0 | Google Authentication Library
+[google-genai](https://pypi.org/project/google-genai) | 1.66.0 | GenAI Python SDK
+[graphene](https://pypi.org/project/graphene) | 3.4.3 | GraphQL Framework for Python
+[graphql-core](https://pypi.org/project/graphql-core) | 3.2.6 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql-relay](https://pypi.org/project/graphql-relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.4.0 | Lightweight in-process concurrent programming
+[griffe](https://pypi.org/project/griffe) | 1.15.0 | Signatures for entire Python programs.
+[groq](https://pypi.org/project/groq) | 1.6.0 | The official Python library for the groq API
+[h11](https://pypi.org/project/h11) | 0.16.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.3.0 | Pure-Python HTTP/2 protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.16.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.30.1 | Modern, extensible Python build backend
+[hf-xet](https://pypi.org/project/hf-xet) | 1.4.3 | Fast transfer of large files with the Hugging Face Hub.
+[holoviews](https://pypi.org/project/holoviews) | 1.23.1 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.1.0 | Pure-Python HPACK header encoding
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.9 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.4 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.7.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.28.1 | The next generation HTTP client.
+[httpx-sse](https://pypi.org/project/httpx-sse) | 0.4.3 | Consume Server-Sent Event (SSE) messages with HTTPX.
+[huggingface-hub](https://pypi.org/project/huggingface-hub) | 1.16.1 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12.1 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.12.2 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.18.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.1.0 | Pure-Python HTTP/2 framing
+[hypothesis](https://pypi.org/project/hypothesis) | 6.155.2 | The property-based testing library for Python
+[id](https://pypi.org/project/id) | 1.5.0 | A tool for generating OIDC identities
+[idna](https://pypi.org/project/idna) | 3.18 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.37.2 | Read and write images and video across all major formats. Supports scientific and volumetric data.
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced-learn](https://pypi.org/project/imbalanced-learn) | 0.14.2 | Toolbox for imbalanced dataset in machine learning
+[importlib-metadata](https://pypi.org/project/importlib-metadata) | 8.7.1 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.3.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.2.1 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.14.3 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.31.0 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.20.0 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.10.0 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 9.15.0 | IPython: Productive Interactive Computing
+[ipython-genutils](https://pypi.org/project/ipython-genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython-pygments-lexers](https://pypi.org/project/ipython-pygments-lexers) | 1.1.1 | Defines a variety of Pygments lexers for highlighting IPython code.
+[ipython-sql](https://pypi.org/project/ipython-sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.8 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 7.0.0 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 2.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco-classes](https://pypi.org/project/jaraco-classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco-context](https://pypi.org/project/jaraco-context) | 6.1.2 | Useful decorators and context managers
+[jaraco-functools](https://pypi.org/project/jaraco-functools) | 4.6.0 | Functools like those found in stdlib
+[jedi](https://pypi.org/project/jedi) | 0.20.0 | An autocompletion tool for Python that can be used for text editors.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.6 | A very fast and expressive template engine.
+[jiter](https://pypi.org/project/jiter) | 0.14.0 | Fast iterable JSON parser.
+[joblib](https://pypi.org/project/joblib) | 1.5.3 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.14.0 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpath-python](https://pypi.org/project/jsonpath-python) | 1.0.6 | A more powerful JSONPath implementation in modern python
+[jsonpointer](https://pypi.org/project/jsonpointer) | 3.1.1 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.24.0 | An implementation of JSON Schema validation for Python
+[jsonschema-specifications](https://pypi.org/project/jsonschema-specifications) | 2025.9.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.1.1 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter-bokeh](https://pypi.org/project/jupyter-bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter-builder](https://pypi.org/project/jupyter-builder) | 1.0.2 | JupyterLab build tools
+[jupyter-client](https://pypi.org/project/jupyter-client) | 8.8.0 | Jupyter protocol implementation and client libraries
+[jupyter-console](https://pypi.org/project/jupyter-console) | 6.6.3 | Jupyter terminal console
+[jupyter-core](https://pypi.org/project/jupyter-core) | 5.9.1 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter-events](https://pypi.org/project/jupyter-events) | 0.12.0 | Jupyter Event System library
+[jupyter-leaflet](https://pypi.org/project/jupyter-leaflet) | 0.20.0 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter-lsp](https://pypi.org/project/jupyter-lsp) | 2.3.0 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter-server](https://pypi.org/project/jupyter-server) | 2.20.0 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
+[jupyter-server-terminals](https://pypi.org/project/jupyter-server-terminals) | 0.5.4 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.6.1 | JupyterLab computational environment
+[jupyterlab-pygments](https://pypi.org/project/jupyterlab-pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab-server](https://pypi.org/project/jupyterlab-server) | 2.28.0 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab-widgets](https://pypi.org/project/jupyterlab-widgets) | 3.0.16 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.15.1 | Multi-backend Keras
+[keyring](https://pypi.org/project/keyring) | 25.7.0 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.5.0 | A fast implementation of the Cassowary constraint solver
+[lazy-loader](https://pypi.org/project/lazy-loader) | 0.5 | Makes it easy to load subpackages and functions on demand.
+[librt](https://pypi.org/project/librt) | 0.14.0 | Mypyc runtime library
+[linkify-it-py](https://pypi.org/project/linkify-it-py) | 2.0.3 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.48.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.4 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[logfire-api](https://pypi.org/project/logfire-api) | 4.33.0 | Shim for the Logfire SDK which does nothing unless Logfire is installed
+[lsprotocol](https://pypi.org/project/lsprotocol) | 2025.0.0 | Python types for Language Server Protocol.
+[lxml](https://pypi.org/project/lxml) | 6.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.3.10 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.10.2 | Python implementation of John Gruber's Markdown.
+[markdown-it-py](https://pypi.org/project/markdown-it-py) | 4.0.0 | Python port of markdown-it. Markdown parsing, done right!
+[markdownify](https://pypi.org/project/markdownify) | 1.2.2 | Convert HTML to markdown.
+[markupsafe](https://pypi.org/project/markupsafe) | 3.0.3 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.11.1 | Python plotting package
+[matplotlib-inline](https://pypi.org/project/matplotlib-inline) | 0.2.2 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.14.1 | Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit-py-plugins](https://pypi.org/project/mdit-py-plugins) | 0.5.0 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍.
+[missingno](https://pypi.org/project/missingno) | 0.5.2 | Missing data visualization module for Python.
+[mistralai](https://pypi.org/project/mistralai) | 2.8.0 | Python Client SDK for the Mistral AI API.
+[mistune](https://pypi.org/project/mistune) | 3.2.1 | A sane and fast Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.14.3 | Scales for Python
+[ml-dtypes](https://pypi.org/project/ml-dtypes) | 0.5.4 | ml_dtypes is a stand-alone implementation of several NumPy dtype extensions used in machine learning.
+[mlxtend](https://pypi.org/project/mlxtend) | 0.23.4 | Machine Learning Library Extensions
+[more-itertools](https://pypi.org/project/more-itertools) | 11.1.0 | More routines for operating on iterables, beyond itertools
+[mpld3](https://pypi.org/project/mpld3) | 0.5.12 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.36.0 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
+[msal-extensions](https://pypi.org/project/msal-extensions) | 1.3.1 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
+[msgpack](https://pypi.org/project/msgpack) | 1.1.2 | MessagePack serializer
+[multidict](https://pypi.org/project/multidict) | 6.7.1 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mypy](https://pypi.org/project/mypy) | 2.3.0 | Optional static typing for Python
+[mypy-extensions](https://pypi.org/project/mypy-extensions) | 1.1.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql-connector-python](https://pypi.org/project/mysql-connector-python) | 9.5.0 | A self-contained Python driver for communicating with MySQL servers, using an API that is compliant with the Python Database API Specification v
+[namex](https://pypi.org/project/namex) | 0.1.0 | A simple utility to separate the implementation of your Python package and its public API surface.
+[narwhals](https://pypi.org/project/narwhals) | 2.23.0 | Extremely lightweight compatibility layer between dataframe libraries
+[nbclient](https://pypi.org/project/nbclient) | 0.10.4 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.17.0 | Convert Jupyter Notebooks (.ipynb files) to other formats.
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest-asyncio](https://pypi.org/project/nest-asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[networkx](https://pypi.org/project/networkx) | 3.6.1 | Python package for creating and manipulating graphs and networks
+[nh3](https://pypi.org/project/nh3) | 0.3.3 | Python binding to Ammonia HTML sanitizer Rust crate
+[nltk](https://pypi.org/project/nltk) | 3.9.4 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.6.0 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook-shim](https://pypi.org/project/notebook-shim) | 0.2.4 | A shim layer for notebook traits and config
+[numba](https://pypi.org/project/numba) | 0.66.0 | compiling Python code using LLVM
+[numpy](https://pypi.org/project/numpy) | 2.4.6 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.10.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 2.52.0 | The official Python library for the openai API
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.5 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opentelemetry-api](https://pypi.org/project/opentelemetry-api) | 1.39.1 | OpenTelemetry Python API
+[opentelemetry-semantic-conventions](https://pypi.org/project/opentelemetry-semantic-conventions) | 0.60b1 | OpenTelemetry Semantic Conventions
+[optree](https://pypi.org/project/optree) | 0.19.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 4.7.0 | A hyperparameter optimization framework
+[ormsgpack](https://pypi.org/project/ormsgpack) | 1.12.2 | Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[packaging](https://pypi.org/project/packaging) | 26.2 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 3.0.5 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.1 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.9.3 | The powerful data exploration & web app framework for Python.
+[panel-material-ui](https://pypi.org/project/panel-material-ui) | 0.12.0 | An extension to bring MaterialUI components to Panel.
+[papermill](https://pypi.org/project/papermill) | 2.7.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.4.0 | Declarative parameters for robust Python classes and a rich API for reactive programming
+[parso](https://pypi.org/project/parso) | 0.8.7 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.2 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 1.1.1 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 1.0.2 | A Python package for describing statistical models and for building design matrices.
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.9.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.31.5 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 12.3.0 | Python Imaging Library (fork)
+[pip](https://pypi.org/project/pip) | 26.2.1 | The PyPA recommended tool for installing Python packages.
+[pipdeptree](https://pypi.org/project/pipdeptree) | 3.1.0 | Command line utility to show dependency tree of packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.9.6 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 6.9.0 | An open-source interactive data visualization library for Python
+[pluggy](https://pypi.org/project/pluggy) | 1.6.0 | plugin and hook calling mechanisms for python
+[prettytable](https://pypi.org/project/prettytable) | 3.17.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[prince](https://pypi.org/project/prince) | 0.19.0 | Factor analysis in Python: PCA, CA, MCA, MFA, FAMD, GPA, PGA
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[prometheus-client](https://pypi.org/project/prometheus-client) | 0.25.0 | Python client for the Prometheus monitoring system.
+[prompt-toolkit](https://pypi.org/project/prompt-toolkit) | 3.0.52 | Library for building powerful interactive command lines in Python
+[propcache](https://pypi.org/project/propcache) | 0.5.2 | Accelerated property cache
+[protobuf](https://pypi.org/project/protobuf) | 7.35.1 | 
+[psutil](https://pypi.org/project/psutil) | 7.2.1 | Cross-platform lib for process and system monitoring.
+[psygnal](https://pypi.org/project/psygnal) | 0.15.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.32 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pure-eval](https://pypi.org/project/pure-eval) | 0.2.3 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 24.0.0 | Python library for Apache Arrow
+[pyasn1](https://pypi.org/project/pyasn1) | 0.6.3 | Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)
+[pyasn1-modules](https://pypi.org/project/pyasn1-modules) | 0.4.2 | A collection of ASN.1-based protocols modules
+[pybind11](https://pypi.org/project/pybind11) | 3.0.4 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.12.1 | Python style guide checker
+[pycparser](https://pypi.org/project/pycparser) | 3.0 | C parser in Python
+[pyct](https://pypi.org/project/pyct) | 0.6.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.13.4 | Data validation using Python type hints
+[pydantic-ai-slim](https://pypi.org/project/pydantic-ai-slim) | 1.12.0 | Agent Framework / shim to use Pydantic with LLMs, slim package
+[pydantic-core](https://pypi.org/project/pydantic-core) | 2.46.4 | Core functionality for Pydantic validation and serialization
+[pydantic-evals](https://pypi.org/project/pydantic-evals) | 1.12.0 | Framework for evaluating stochastic code execution, especially code making use of LLMs
+[pydantic-graph](https://pypi.org/project/pydantic-graph) | 1.12.0 | Graph and state machine library
+[pydantic-settings](https://pypi.org/project/pydantic-settings) | 2.14.1 | Settings management using Pydantic
+[pydeck](https://pypi.org/project/pydeck) | 0.9.3 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydot](https://pypi.org/project/pydot) | 4.0.1 | Python interface to Graphviz's Dot
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygithub](https://pypi.org/project/pygithub) | 2.8.1 | Use the full Github API v3
+[pygments](https://pypi.org/project/pygments) | 2.19.2 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.10.1 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 4.0.5 | python code static checker
+[pylint-venv](https://pypi.org/project/pylint-venv) | 3.0.4 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls-spyder](https://pypi.org/project/pyls-spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymongo](https://pypi.org/project/pymongo) | 4.15.3 | PyMongo - the Official MongoDB Python driver
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.6.2 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.6.0 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.3.0 | DB API module for ODBC
+[pyogrio](https://pypi.org/project/pyogrio) | 0.12.1 | Vectorized spatial vector file format I/O using GDAL/OGR
+[pyomo](https://pypi.org/project/pyomo) | 6.10.1 | The Pyomo optimization modeling framework
+[pypandoc](https://pypi.org/project/pypandoc) | 1.15 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.3.2 | pyparsing - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 6.10.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pyperclip](https://pypi.org/project/pyperclip) | 1.11.0 | A cross-platform clipboard module for Python. (Only handles plain text for now.)
+[pyproj](https://pypi.org/project/pyproj) | 3.7.2 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject-hooks](https://pypi.org/project/pyproject-hooks) | 1.2.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pyspnego](https://pypi.org/project/pyspnego) | 0.12.0 | Windows Negotiate Authentication Client and Server
+[pytest](https://pypi.org/project/pytest) | 9.0.3 | pytest: simple powerful testing with Python
+[python-barcode](https://pypi.org/project/python-barcode) | 0.16.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python-dateutil](https://pypi.org/project/python-dateutil) | 2.9.0.post0 | Extensions to the standard Python datetime module
+[python-dotenv](https://pypi.org/project/python-dotenv) | 1.2.2 | Read key-value pairs from a .env file and set them as environment variables
+[python-json-logger](https://pypi.org/project/python-json-logger) | 4.1.0 | JSON Log Formatter for the Python Logging Package
+[python-lsp-black](https://pypi.org/project/python-lsp-black) | 2.0.0 | Black plugin for the Python LSP Server
+[python-lsp-jsonrpc](https://pypi.org/project/python-lsp-jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python-lsp-ruff](https://pypi.org/project/python-lsp-ruff) | 2.3.0 | Ruff linting plugin for pylsp
+[python-lsp-server](https://pypi.org/project/python-lsp-server) | 1.15.0 | Python Language Server for the Language Server Protocol
+[python-multipart](https://pypi.org/project/python-multipart) | 0.0.32 | A streaming multipart parser for Python
+[python-slugify](https://pypi.org/project/python-slugify) | 8.0.4 | A Python slugify application that also handles Unicode
+[pytokens](https://pypi.org/project/pytokens) | 0.4.1 | A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons.
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pyuca](https://pypi.org/project/pyuca) | 1.2 | a Python implementation of the Unicode Collation Algorithm
+[pyusb](https://pypi.org/project/pyusb) | 1.3.1 | Easy USB access for Python
+[pyvisa](https://pypi.org/project/pyvisa) | 1.15.0 | Python VISA bindings for GPIB, RS232, TCPIP and USB instruments
+[pyviz-comms](https://pypi.org/project/pyviz-comms) | 3.0.6 | A JupyterLab extension for rendering HoloViz content.
+[pywavelets](https://pypi.org/project/pywavelets) | 1.9.0 | PyWavelets, wavelet transform module
+[pywin32-ctypes](https://pypi.org/project/pywin32-ctypes) | 0.2.3 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 3.0.5 | Pseudo terminal support for Windows from Python.
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.3 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 27.1.0 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qrcode](https://pypi.org/project/qrcode) | 8.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.4 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtpy](https://pypi.org/project/qtpy) | 2.4.3 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.11.2 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.20.0 | A Python ASGI web framework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.14.5 | rapid fuzzy string matching
+[readme-renderer](https://pypi.org/project/readme-renderer) | 44.0 | readme_renderer is a library for rendering readme descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 7.1.0 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.37.0 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2026.5.9 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 5.0.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.34.2 | Python HTTP for Humans.
+[requests-ntlm](https://pypi.org/project/requests-ntlm) | 1.3.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests-toolbelt](https://pypi.org/project/requests-toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[rfc3339-validator](https://pypi.org/project/rfc3339-validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986-validator](https://pypi.org/project/rfc3986-validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 15.0.0 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[roman-numerals](https://pypi.org/project/roman-numerals) | 4.1.0 | Manipulate well-formed Roman numerals
+[rope](https://pypi.org/project/rope) | 1.14.0 | a python refactoring library...
+[rpds-py](https://pypi.org/project/rpds-py) | 2026.6.3 | Python bindings to Rust's persistent data structures (rpds)
+[rsa](https://pypi.org/project/rsa) | 4.9.1 | Pure-Python RSA implementation
+[rtree](https://pypi.org/project/rtree) | 1.4.1 | R-Tree spatial index for Python GIS
+[ruff](https://pypi.org/project/ruff) | 0.16.1 | An extremely fast Python linter and code formatter, written in Rust.
+[rx](https://pypi.org/project/rx) | 3.2.0 | Reactive Extensions (Rx) for Python
+[scikit-image](https://pypi.org/project/scikit-image) | 0.26.0 | Image processing in Python
+[scikit-learn](https://pypi.org/project/scikit-learn) | 1.9.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.18.0 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.8 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.11 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 2.1.0 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 83.0.0 | Most extensible Python build backend with support for C/C++ extension modules
+[shapely](https://pypi.org/project/shapely) | 2.1.2 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.4 | Tool to Detect Surrounding Shell
+[simplejson](https://pypi.org/project/simplejson) | 4.1.1 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.1.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.17.0 | Python 2 and 3 compatibility utilities
+[sklearn-compat](https://pypi.org/project/sklearn-compat) | 0.1.6 | Ease support for compatible scikit-learn estimators across versions
+[skrub](https://pypi.org/project/skrub) | 0.10.0 | Machine learning with dataframes
+[smmap](https://pypi.org/project/smmap) | 5.0.3 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.1 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 3.1.1 | This package provides 36 stemmers for 34 languages generated from Snowball algorithms.
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.5.5 | Play and Record Sound with Python
+[soundfile](https://pypi.org/project/soundfile) | 0.13.1 | An audio library based on libsndfile, CFFI and NumPy
+[soupsieve](https://pypi.org/project/soupsieve) | 2.8.3 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 9.1.0 | Python documentation generator
+[sphinx-rtd-theme](https://pypi.org/project/sphinx-rtd-theme) | 3.1.0 | Read the Docs theme for Sphinx
+[sphinxcontrib-applehelp](https://pypi.org/project/sphinxcontrib-applehelp) | 2.0.0 | sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
+[sphinxcontrib-devhelp](https://pypi.org/project/sphinxcontrib-devhelp) | 2.0.0 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
+[sphinxcontrib-htmlhelp](https://pypi.org/project/sphinxcontrib-htmlhelp) | 2.1.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib-jquery](https://pypi.org/project/sphinxcontrib-jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib-jsmath](https://pypi.org/project/sphinxcontrib-jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib-qthelp](https://pypi.org/project/sphinxcontrib-qthelp) | 2.0.0 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
+[sphinxcontrib-serializinghtml](https://pypi.org/project/sphinxcontrib-serializinghtml) | 2.0.0 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder-kernels](https://pypi.org/project/spyder-kernels) | 3.1.5 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.51 | Database Abstraction Library
+[sqlite-bro](https://pypi.org/project/sqlite-bro) | 1.3.2 | a graphic SQLite and DuckDB Client in 1 Python file
+[sqlite-fts4](https://pypi.org/project/sqlite-fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite-utils](https://pypi.org/project/sqlite-utils) | 4.1.1 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.5.5 | A non-validating SQL parser.
+[squarify](https://pypi.org/project/squarify) | 0.4.4 | Pure Python implementation of the squarify treemap layout algorithm
+[sse-starlette](https://pypi.org/project/sse-starlette) | 3.4.4 | SSE plugin for Starlette
+[sspilib](https://pypi.org/project/sspilib) | 0.5.0 | SSPI API bindings for Python
+[stack-data](https://pypi.org/project/stack-data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 1.3.1 | The little ASGI library that shines.
+[streamlit](https://pypi.org/project/streamlit) | 1.60.0 | A faster way to build and share data apps
+[streamlit-bokeh](https://pypi.org/project/streamlit-bokeh) | 3.9.1 | Streamlit component that allows you to render Bokeh charts
+[sympy](https://pypi.org/project/sympy) | 1.14.0 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.10.0 | Pretty-print tabular data
+[tblib](https://pypi.org/project/tblib) | 3.2.2 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 9.1.4 | Retry code until it succeeds
+[termcolor](https://pypi.org/project/termcolor) | 3.3.0 | ANSI color formatting for output in terminal
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text-unidecode](https://pypi.org/project/text-unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.6.3 | Compute distance between the two texts.
+[thefuzz](https://pypi.org/project/thefuzz) | 0.22.1 | Fuzzy string matching in python
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.6.0 | threadpoolctl
+[three-merge](https://pypi.org/project/three-merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2026.4.11 | Read and write TIFF files
+[tiktoken](https://pypi.org/project/tiktoken) | 0.12.0 | tiktoken is a fast BPE tokeniser for use with OpenAI's models
+[tinycss2](https://pypi.org/project/tinycss2) | 1.4.0 | A tiny CSS parser
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli-w](https://pypi.org/project/tomli-w) | 1.2.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.14.0 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 1.1.0 | List processing tools and functional utilities
+[tornado](https://pypi.org/project/tornado) | 6.5.7 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.67.3 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.3 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.3 | Scipy trait types
+[trio](https://pypi.org/project/trio) | 0.33.0 | A friendly Python library for async concurrency and I/O
+[trove-classifiers](https://pypi.org/project/trove-classifiers) | 2026.1.14.14 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 6.2.0 | Collection of utilities for publishing packages on PyPI
+[typer](https://pypi.org/project/typer) | 0.25.1 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[types-requests](https://pypi.org/project/types-requests) | 2.33.0.20260712 | Typing stubs for requests
+[typing-extensions](https://pypi.org/project/typing-extensions) | 4.16.0 | Backported and Experimental Type Hints for Python 3.9+
+[typing-inspection](https://pypi.org/project/typing-inspection) | 0.4.2 | Runtime typing introspection tools
+[tzdata](https://pypi.org/project/tzdata) | 2025.3 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 5.3.1 | tzinfo object for the local timezone
+[uc-micro-py](https://pypi.org/project/uc-micro-py) | 2.0.0 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.12.1 | Ultra fast JSON encoder and decoder for Python
+[umap-learn](https://pypi.org/project/umap-learn) | 0.5.12 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.2.3 | calculations with values with uncertainties, error propagation
+[uri-template](https://pypi.org/project/uri-template) | 1.3.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.7.0 | HTTP library with thread-safe connection pooling, file post, and more.
+[uuid-utils](https://pypi.org/project/uuid-utils) | 0.17.0 | Fast, drop-in replacement for Python's uuid module, powered by Rust.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.51.0 | The lightning-fast ASGI server.
+[vega-datasets](https://pypi.org/project/vega-datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[waitress](https://pypi.org/project/waitress) | 3.0.2 | Waitress WSGI server
+[watchdog](https://pypi.org/project/watchdog) | 6.0.0 | Filesystem events monitoring
+[wcwidth](https://pypi.org/project/wcwidth) | 0.7.0 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 25.10.0 | A library for working with the color formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket-client](https://pypi.org/project/websocket-client) | 1.9.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 16.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.1.8 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.7 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.47.0 | Command line tool for manipulating wheel files
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.15 | Jupyter interactive widgets for Jupyter Notebook
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.6 | A little word cloud generator
+[wppm](https://pypi.org/project/wppm) | 17.9.20260805 | pip companion: extras-aware dependency trees, offline wheelhouses, portable Pythons
+[wsproto](https://pypi.org/project/wsproto) | 1.3.2 | Pure-Python WebSocket protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2026.7.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.2.9 | A Python module for creating Excel XLSX files.
+[xxhash](https://pypi.org/project/xxhash) | 3.7.0 | Python binding for xxHash
+[xyzservices](https://pypi.org/project/xyzservices) | 2025.11.0 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.43.0 | A formatter for Python code
+[yarl](https://pypi.org/project/yarl) | 1.24.2 | Yet another URL library
+[yt-dlp](https://pypi.org/project/yt-dlp) | 2026.3.17 | A feature-rich command-line audio/video downloader
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.23.0 | Backport of pathlib-compatible object wrapper for zip files
+
+
+### WheelHouse packages
+
+Name | Version | Description
+-----|---------|------------
+
+
+

From 8986e8dc913c8334b0693e160d2c61fc50889718 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 8 Aug 2026 16:52:11 +0200
Subject: [PATCH 122/157] wppm: support venv targets, and fix -md reporting the
 wrong Python

wppm assumed the WinPython layout (python.exe at the distribution root).
A venv puts python.exe in Scripts\ while keeping Lib\site-packages at the
root, so -t <venv> failed is_python_distribution() and -md, -i, -u,
--register, --movable and --fix all died with "Invalid Python
distribution". -ls, -p and -r only worked by accident: piptree derived
site-packages from the *non-existent* <venv>\python.exe, whose parent
happens to be the venv root.

New get_install_root() is the single place that knows a Scripts\ dir
means the root is one level up; get_python_executable(),
get_site_packages_path() and is_python_distribution() all resolve
through it. get_python_executable() still tries the WinPython pair
(python.exe, pypy3.exe) before the Scripts pair, so the change is
additive and cannot shadow a PyPy root. piptree._get_packages() now
calls get_site_packages_path() instead of rebuilding the path inline --
that has to change together with the resolution fix, or -ls would start
looking in <venv>\Scripts\lib\site-packages.

is_python_distribution() also accepts pyvenv.cfg, the canonical venv
marker. python_query() raises a readable RuntimeError instead of
IndexError when the interpreter produces no output.

WinPython's own scripts\ directory (the env.bat sibling) resolves to the
distribution root, which has no python.exe, so it is still correctly
rejected. Verified against WPy64-31470b3: -ls, -p, -r, -md and -md -j
unchanged, and -t <WP>\python\Scripts now resolves instead of failing.

Two -md bugs surfaced while testing the venv path:

- get_package_index_data() passed python_executable_directory (always
  None from main()) to get_installed_tools, so the Tools section
  described the running interpreter and ignored -t: it reported Python
  3.14.6 for a 3.14.2 distribution. Add the missing "or self.target"
  that the get_python_infos call above already has. No-op for the normal
  build flow, where -md runs inside the distribution it documents.

- get_installed_tools() invoked bare "pandoc -v", which only resolves
  inside a WinPython shell; from outside it returned nothing and hit an
  unguarded splitlines()[0]. Call it by full path, and route all four
  version probes through first_line() so none of them can raise.

Cross-version targets are a known remaining limitation: PipData
evaluates dependency markers against the running interpreter, so -p and
-r can pick the wrong branch of a python_version marker when -t points
at another Python. -ls, -lsa and -md are unaffected (no marker
evaluation) and -i/-u delegate to the target's own pip.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 wppm/piptree.py |  4 ++-
 wppm/utils.py   | 78 ++++++++++++++++++++++++++++++++++---------------
 wppm/wppm.py    |  2 +-
 3 files changed, 59 insertions(+), 25 deletions(-)

diff --git a/wppm/piptree.py b/wppm/piptree.py
index 674cfd20..7d375cd6 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -80,7 +80,9 @@ def _get_packages(self, search_path: str, wheelhouse) -> List[Distribution]:
         if sys.executable == search_path:
             return pm.get_installed_metadata() #Distribution.discover()
         else:
-            return pm.get_installed_metadata(path=[str(Path(search_path).parent / 'lib' / 'site-packages')]) #distributions(path=[str(Path(search_path).parent / 'lib' / 'site-packages')])
+            # get_site_packages_path resolves from the distribution root, so it copes
+            # with the venv layout (python.exe in Scripts, site-packages at the root)
+            return pm.get_installed_metadata(path=[utils.get_site_packages_path(search_path)])
 
     def _process_packages(self, packages: List[Distribution]) -> None:
         """Process packages metadata and store them in the distro dictionary."""
diff --git a/wppm/utils.py b/wppm/utils.py
index 16287244..e71fd527 100644
--- a/wppm/utils.py
+++ b/wppm/utils.py
@@ -23,39 +23,67 @@
 # WHEELBIN_PATTERN defines what an acceptable binary wheel package is
 WHEELBIN_PATTERN = r'([a-zA-Z0-9\-\_\.]*)-([0-9\.\_]*[a-z0-9\+]*[0-9]?)-cp([0-9]*)\-[0-9|c|o|n|e|p|m]*\-(win32|win\_amd64)\.whl'
 
-def get_python_executable(path=None):
-    """Return the path to the Python executable."""
+def get_install_root(path=None):
+    """Return the root directory of the Python installation designated by *path*.
+
+    *path* may be the root itself, a python executable, or the 'Scripts'
+    directory holding one (venv layout: python.exe lives in <root>/Scripts,
+    while Lib/site-packages stays at <root>).
+    """
     python_path = Path(path) if path else Path(sys.executable)
     base_dir = python_path if python_path.is_dir() else python_path.parent
-    python_exe = base_dir / 'python.exe'
-    pypy_exe = base_dir / 'pypy3.exe'  # For PyPy
-    return str(python_exe if python_exe.is_file() else pypy_exe)
+    if base_dir.name.lower() == 'scripts':
+        return base_dir.parent
+    return base_dir
+
+def get_python_executable(path=None):
+    """Return the path to the Python executable.
+
+    Handles the WinPython layout (python.exe at the root) and the venv layout
+    (python.exe in the 'Scripts' sub-directory). Returns <root>/python.exe when
+    no interpreter is found, so callers can test the result with is_file().
+    """
+    root = get_install_root(path)
+    for candidate in (root / 'python.exe', root / 'pypy3.exe',  # PyPy
+                      root / 'Scripts' / 'python.exe', root / 'Scripts' / 'pypy3.exe'):
+        if candidate.is_file():
+            return str(candidate)
+    return str(root / 'python.exe')
 
 def get_site_packages_path(path=None):
     """Return the path to the Python site-packages directory."""
-    python_path = Path(path) if path else Path(sys.executable)
-    base_dir = python_path if python_path.is_dir() else python_path.parent
-    site_packages = base_dir / 'Lib' / 'site-packages'
-    pypy_site_packages = base_dir / 'site-packages'  # For PyPy
+    root = get_install_root(path)
+    site_packages = root / 'Lib' / 'site-packages'
+    pypy_site_packages = root / 'site-packages'  # For PyPy
     return str(pypy_site_packages if pypy_site_packages.is_dir() else site_packages)
 
+def first_line(text, default="?"):
+    """Return the first non-empty line of *text*, or *default* if there is none."""
+    for line in text.splitlines():
+        if line.strip():
+            return line
+    return default
+
+def get_file_version(exe):
+    """Return the Windows FileVersion resource of *exe* ('?' if unavailable)."""
+    return first_line(exec_shell_cmd(f'powershell (Get-Item "{exe}").VersionInfo.FileVersion', Path(exe).parent))
+
 def get_installed_tools(path=None)-> str:
         """Generates Markdown for installed tools section in package index."""
         tool_lines = []
         python_exe = Path(get_python_executable(path))
-        version = exec_shell_cmd(f'powershell (Get-Item {python_exe}).VersionInfo.FileVersion', python_exe.parent).splitlines()[0]
-        tool_lines.append(("Python" ,f"http://www.python.org/", version, "Python programming language with standard library"))
-        if (node_exe := python_exe.parent.parent / "n" / "node.exe").exists():
-            version = exec_shell_cmd(f'powershell (Get-Item {node_exe}).VersionInfo.FileVersion', node_exe.parent).splitlines()[0]
-            tool_lines.append(("Nodejs", "https://nodejs.org", version, "a JavaScript runtime built on Chrome's V8 JavaScript engine"))
-
-        if (pandoc_exe := python_exe.parent.parent / "t" / "pandoc.exe").exists():
-            version = exec_shell_cmd("pandoc -v", pandoc_exe.parent).splitlines()[0].split(" ")[-1]
+        root = python_exe.parent.parent  # WinPython distribution root, holding the tool dirs
+        tool_lines.append(("Python" ,f"http://www.python.org/", get_file_version(python_exe), "Python programming language with standard library"))
+        if (node_exe := root / "n" / "node.exe").exists():
+            tool_lines.append(("Nodejs", "https://nodejs.org", get_file_version(node_exe), "a JavaScript runtime built on Chrome's V8 JavaScript engine"))
+
+        if (pandoc_exe := root / "t" / "pandoc.exe").exists():
+            # call it by full path: 'pandoc' is only on PATH inside a WinPython shell
+            version = first_line(exec_shell_cmd(f'"{pandoc_exe}" -v', pandoc_exe.parent)).split(" ")[-1]
             tool_lines.append(("Pandoc", "https://pandoc.org", version, "an universal document converter"))
 
-        if (vscode_exe := python_exe.parent.parent / "t" / "VSCode" / "Code.exe").exists():
-            version = exec_shell_cmd(f'powershell (Get-Item {vscode_exe}).VersionInfo.FileVersion', vscode_exe.parent).splitlines()[0]
-            tool_lines.append(("VSCode","https://code.visualstudio.com", version, "a source-code editor developed by Microsoft"))
+        if (vscode_exe := root / "t" / "VSCode" / "Code.exe").exists():
+            tool_lines.append(("VSCode","https://code.visualstudio.com", get_file_version(vscode_exe), "a source-code editor developed by Microsoft"))
         return tool_lines
 
 def onerror(function, path, excinfo):
@@ -82,10 +110,11 @@ def print_box(text):
     print("\n\n" + "\n".join([line0, line1, line0]) + "\n")
 
 def is_python_distribution(path):
-    """Return True if path is a Python distribution."""
+    """Return True if path is a Python distribution (WinPython, plain install or venv)."""
     has_exec = Path(get_python_executable(path)).is_file()
     has_site = Path(get_site_packages_path(path)).is_dir()
-    return has_exec and has_site
+    has_venv_cfg = (get_install_root(path) / 'pyvenv.cfg').is_file()  # canonical venv marker
+    return has_exec and (has_site or has_venv_cfg)
 
 def decode_fs_string(string):
     """Convert string from file system charset to unicode."""
@@ -105,7 +134,10 @@ def exec_run_cmd(args, path=None):
 def python_query(cmd, path):
     """Execute Python command using the Python interpreter located in *path*."""
     the_exe = get_python_executable(path)
-    return exec_shell_cmd(f'"{the_exe}" -c "{cmd}"', path).splitlines()[0]
+    output = exec_shell_cmd(f'"{the_exe}" -c "{cmd}"', path).splitlines()
+    if not output:
+        raise RuntimeError(f"No output from '{the_exe}': not a usable Python interpreter")
+    return output[0]
 
 def python_execmodule(cmd, path):
     """Execute Python command using the Python interpreter located in *path*."""
diff --git a/wppm/wppm.py b/wppm/wppm.py
index fa62e58d..b7bffbc0 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -90,7 +90,7 @@ def get_package_index_data(self, python_executable_directory: str|None = None, w
         my_flavor = flavor or os.getenv("WINPYFLAVOR", "")
         my_release_level = release_level or  os.getenv("WINPYVER", "").replace(my_winpyver2+my_flavor, "")
 
-        tools_list = utils.get_installed_tools(utils.get_python_executable(python_executable_directory))
+        tools_list = utils.get_installed_tools(utils.get_python_executable(python_executable_directory or self.target))
         package_list = [(pkg.name, pkg.url, pkg.version, pkg.description) for pkg in self.get_installed_packages()]
         wheelhouse_list = []
         my_wheeldir = Path(wheeldir) if wheeldir else self.wheelhouse / 'included.wheels'

From d6e1bc86134dea2fc024b6e78a7506839b4d9702 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 8 Aug 2026 16:55:37 +0200
Subject: [PATCH 123/157] bump wppm version to 17.10.20260808

Middle digit up: -t now accepts a venv (and any Python whose python.exe
lives in Scripts), so this is not a fixes-only release.

Also refresh the help output pasted in README_PYPI.md, which carries the
version string.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md   | 2 +-
 wppm/__init__.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index 9fc25a28..af05bd5f 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -188,7 +188,7 @@ usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
             [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
             [package(s) or lockfile ...]
 
-WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.9.20260805)
+WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.10.20260808)
 
 positional arguments:
   package(s) or lockfile
diff --git a/wppm/__init__.py b/wppm/__init__.py
index 161fcdda..9d328227 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.9.20260805'
+__version__ = '17.10.20260808'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'

From be1b60692583d88bbfa89a92b41c30ac0d910dba Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 8 Aug 2026 17:09:04 +0200
Subject: [PATCH 124/157] piptree: record the no-subprocess constraint

piptree runs inside JupyterLite/Pyodide, where no process can be spawned.
PipData, pip_list, down and up are pure importlib.metadata + pathlib
today; only Distribution, -md, -i and -u spawn, and those are Windows-
only. Nothing enforced that, and the obvious fix for the cross-version
marker bug -- ask the target interpreter over subprocess -- would have
landed squarely on the portable path, on every run.

So write it down where someone would reach for it: the module docstring,
and _get_environment(), which is where the temptation is. The docstring
also points at the file-based alternative: pyvenv.cfg carries
"version = 3.13.7" for a venv, python313.dll at the root gives
major.minor for a plain install or WinPython, and neither is needed
unless target differs from the running interpreter.

Comments only, no behaviour change.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 wppm/piptree.py | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/wppm/piptree.py b/wppm/piptree.py
index 7d375cd6..e6a51e35 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -3,6 +3,12 @@
 piptree.py: inspect and display Python package dependencies,
 supporting both downward and upward dependency trees.
 Requires Python 3.8+ due to importlib.metadata.
+
+Keep this module free of subprocess: it must stay pure importlib.metadata +
+pathlib, so it can run where no process can be spawned -- notably inside
+JupyterLite/Pyodide, where piptree is known to work. The rest of wppm
+(Distribution, -md, -i, -u) does spawn and is Windows-only; piptree is the
+part that travels. See _get_environment() for the one place this bites.
 """
 
 import json
@@ -58,7 +64,21 @@ def normalize(name: str) -> str:
         return re.sub(r"[-_.]+", "-", name).lower()
 
     def _get_environment(self) -> Dict[str, str]:
-        """Collect system and Python environment details."""
+        """Collect system and Python environment details, for marker evaluation.
+
+        These describe the *running* interpreter, not `target`. So when -t points
+        at another Python, markers can pick the wrong branch: a 3.13 target read
+        from a 3.14 wppm resolves `python_version >= '3.14'` as true. pip_list()
+        is unaffected (it evaluates no marker); down()/up() are.
+
+        Do NOT fix this by asking the target interpreter over subprocess: this
+        runs once per PipData, on the only code path that works without process
+        spawning (see module docstring). Read the target's version from files
+        instead -- `pyvenv.cfg` carries `version = 3.13.7` for a venv, and
+        `python313.dll` at the root gives major.minor for a plain install or
+        WinPython (skip the `...t.dll` free-threaded variant). Both are ordinary
+        reads, and only needed when target is not the running interpreter.
+        """
         return {
             "implementation_name": sys.implementation.name,
             "implementation_version": f"{sys.implementation.version.major}.{sys.implementation.version.minor}.{sys.implementation.version.micro}",

From 31591fb17d544dd62e133e494cfba102ee6bf3ba Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sat, 8 Aug 2026 18:27:20 +0200
Subject: [PATCH 125/157] update README

---
 README.rst | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.rst b/README.rst
index a727f9ca..6ffcfbc9 100644
--- a/README.rst
+++ b/README.rst
@@ -3,7 +3,7 @@ WinPython tools
 
 Copyright 2012-2013 Pierre Raybaut
 
-Copyright 2014-2025+ The Winpython development team: https://github.com/winpython/
+Copyright 2014-2026+ The Winpython development team: https://github.com/winpython/
 
 Licensed under the terms of the MIT License
 (see wppm/__init__.py for details)
@@ -25,8 +25,8 @@ WinPython Package Manager (WPPM)
 WinPython build toolchain (historic)
   generate_a_winpython_distropy_meta.bat with a toml file is the toolchain used to build a WinPython distribution from (almost) scratch.
 
-WinPython build toolchain via Github action (news of 2025-08-24)
-  fork the project and run github action like `github_workflows_build-all_3.14.yml` for python-3.14
+WinPython build toolchain via Github action (news of 2026-01-01)
+  fork the project and run github action like `github_workflows_build-YYYY_NN.yml` for WinPython YYYY-NN relase
   you can modify the list of wheels with hash to your preference
 
 

From 2a16046ea516bbc8bc589e8d099901d99fe04d21 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 08:15:50 +0200
Subject: [PATCH 126/157] tests: add a pytest suite for wppm

The repo had no tests at all, while wppm ships on PyPI. This covers the
areas that actually broke recently, and each group was checked by
reverting the fix it guards and confirming it fails.

- test_target_resolution.py: WinPython vs venv layout. Includes the case
  that made this necessary -- WinPython's distribution-root scripts\
  holds env.bat, not an interpreter, and must not be taken for a venv
  Scripts dir -- and the ordering guarantee that a Scripts\python.exe
  never shadows a root one.
- test_piptree.py: dependency trees over a synthetic site-packages, so
  extras, missing packages and cycles are all controlled. Also pins the
  marker environment as a characterisation test: markers are evaluated
  against the running interpreter, and a fix should have to update these
  deliberately rather than drift.
- test_no_subprocess.py: makes the JupyterLite/Pyodide rule executable.
  Every spawn API is replaced by a raising stub, so anyone who makes
  PipData shell out gets a failure instead of silently ending
  portability. Includes a test that the guard itself bites.
- test_distribution.py: -md must describe the target. The CLI cannot
  catch this, because a venv built from the running interpreter reports
  the same version either way, so this records which path
  get_installed_tools is asked about.
- test_cli.py: end-to-end on a real venv -- the commands that returned
  "Invalid Python distribution" for any venv before the fix.

Offline and hermetic: synthetic .dist-info trees for the logic, and one
plain venv (ensurepip is bundled, so no network) for end-to-end. 64
tests, ~20s. Non-Windows is skipped rather than failed.

Verified by mutation: reverting get_python_executable fails 9, reverting
piptree's site-packages resolution fails 17, reverting the -md target
fails 1.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 pyproject.toml                  |   5 ++
 tests/conftest.py               |  83 ++++++++++++++++++++
 tests/test_cli.py               | 111 +++++++++++++++++++++++++++
 tests/test_distribution.py      | 109 ++++++++++++++++++++++++++
 tests/test_no_subprocess.py     |  60 +++++++++++++++
 tests/test_piptree.py           | 131 ++++++++++++++++++++++++++++++++
 tests/test_target_resolution.py | 124 ++++++++++++++++++++++++++++++
 7 files changed, 623 insertions(+)
 create mode 100644 tests/conftest.py
 create mode 100644 tests/test_cli.py
 create mode 100644 tests/test_distribution.py
 create mode 100644 tests/test_no_subprocess.py
 create mode 100644 tests/test_piptree.py
 create mode 100644 tests/test_target_resolution.py

diff --git a/pyproject.toml b/pyproject.toml
index 26477876..2d7148dd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,3 +42,8 @@ Issues = "https://github.com/winpython/winpython/issues"
 
 [project.scripts]
 wppm = "wppm.wppm:main"
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+pythonpath = [".", "tests"]
+addopts = "-ra"
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 00000000..f321dd4e
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,83 @@
+# -*- coding: utf-8 -*-
+"""Shared fixtures.
+
+Most tests build *synthetic* distribution layouts in tmp_path: wppm's target
+resolution is pure path logic, so a directory tree with an empty `python.exe`
+in it exercises the real code without needing a real interpreter. That keeps
+the suite fast, offline and deterministic.
+
+Only the end-to-end CLI tests need a real interpreter, and they use a plain
+`python -m venv` (which bundles pip via ensurepip, so still no network).
+"""
+import subprocess
+import sys
+from pathlib import Path
+
+import pytest
+
+IS_WINDOWS = sys.platform == "win32"
+
+windows_only = pytest.mark.skipif(
+    not IS_WINDOWS, reason="wppm targets the Windows layout (python.exe / Scripts)"
+)
+
+
+def write_dist(site_packages: Path, name: str, version: str, requires=(),
+               summary: str = "", extras=()) -> Path:
+    """Write a minimal .dist-info so importlib.metadata can discover the package."""
+    dist_info = site_packages / f"{name.replace('-', '_')}-{version}.dist-info"
+    dist_info.mkdir(parents=True, exist_ok=True)
+    lines = ["Metadata-Version: 2.1", f"Name: {name}", f"Version: {version}"]
+    if summary:
+        lines.append(f"Summary: {summary}")
+    lines += [f"Provides-Extra: {e}" for e in extras]
+    lines += [f"Requires-Dist: {r}" for r in requires]
+    (dist_info / "METADATA").write_text("\n".join(lines) + "\n", encoding="utf-8")
+    (dist_info / "INSTALLER").write_text("pytest\n", encoding="utf-8")
+    return dist_info
+
+
+@pytest.fixture
+def winpython_layout(tmp_path: Path) -> Path:
+    """WinPython/plain install: python.exe at the root, Lib/site-packages beside it.
+
+    Also creates the distribution-root `scripts/` sibling that holds env.bat --
+    that directory is NOT a venv Scripts dir and must not be mistaken for one.
+    """
+    root = tmp_path / "WPy64-31470b3" / "python"
+    (root / "Lib" / "site-packages").mkdir(parents=True)
+    (root / "Scripts").mkdir()
+    (root / "python.exe").write_bytes(b"MZ")
+    distro_root = root.parent
+    (distro_root / "scripts").mkdir()
+    (distro_root / "scripts" / "env.bat").write_text("@echo off\n", encoding="utf-8")
+    (distro_root / "wheelhouse").mkdir()
+    return root
+
+
+@pytest.fixture
+def venv_layout(tmp_path: Path) -> Path:
+    """venv: python.exe under Scripts/, Lib/site-packages at the root, pyvenv.cfg marker."""
+    root = tmp_path / "myvenv"
+    (root / "Scripts").mkdir(parents=True)
+    (root / "Lib" / "site-packages").mkdir(parents=True)
+    (root / "Scripts" / "python.exe").write_bytes(b"MZ")
+    (root / "pyvenv.cfg").write_text(
+        "home = C:\\Python\nversion = 3.14.6\n", encoding="utf-8"
+    )
+    return root
+
+
+@pytest.fixture(scope="session")
+def real_venv(tmp_path_factory) -> Path:
+    """A genuine venv. ensurepip is bundled, so this needs no network."""
+    if not IS_WINDOWS:
+        pytest.skip("wppm targets the Windows layout")
+    target = tmp_path_factory.mktemp("real") / "venv"
+    proc = subprocess.run(
+        [sys.executable, "-m", "venv", str(target)],
+        capture_output=True, text=True,
+    )
+    if proc.returncode != 0:
+        pytest.skip(f"could not create a venv: {proc.stderr.strip()[:200]}")
+    return target
diff --git a/tests/test_cli.py b/tests/test_cli.py
new file mode 100644
index 00000000..667e22ca
--- /dev/null
+++ b/tests/test_cli.py
@@ -0,0 +1,111 @@
+# -*- coding: utf-8 -*-
+"""End-to-end: run the wppm CLI against a real venv.
+
+These are the commands that returned "OSError: Invalid Python distribution"
+for any venv before the target-resolution fix.
+"""
+import json
+import subprocess
+import sys
+from pathlib import Path
+
+import pytest
+
+from conftest import windows_only
+
+REPO_ROOT = Path(__file__).resolve().parent.parent
+
+pytestmark = windows_only
+
+
+def wppm(*args, expect_ok=True):
+    """Run `python -m wppm ...` from the repo, not from an installed copy."""
+    proc = subprocess.run(
+        [sys.executable, "-X", "utf8", "-m", "wppm", *args],
+        capture_output=True, text=True, cwd=str(REPO_ROOT), timeout=300,
+        encoding="utf-8", errors="replace",
+    )
+    if expect_ok:
+        assert proc.returncode == 0, f"exit {proc.returncode}\n{proc.stdout}\n{proc.stderr}"
+    return proc
+
+
+class TestListing:
+    def test_lists_packages_of_a_venv(self, real_venv):
+        out = wppm("-t", str(real_venv), "-ls").stdout
+        assert "pip" in out
+
+    def test_scripts_target_gives_the_same_listing(self, real_venv):
+        """-t <venv>\\Scripts used to print nothing at all."""
+        root = wppm("-t", str(real_venv), "-ls").stdout
+        scripts = wppm("-t", str(real_venv / "Scripts"), "-ls").stdout
+        assert scripts.strip() == root.strip()
+        assert "pip" in scripts
+
+    def test_json_listing_is_valid_json(self, real_venv):
+        out = wppm("-t", str(real_venv), "-ls", "pip", "-j").stdout
+        assert any(row["package"] == "pip" for row in json.loads(out))
+
+    def test_filters_by_expression(self, real_venv):
+        out = wppm("-t", str(real_venv), "-ls", "^pip$", "-j").stdout
+        assert [r["package"] for r in json.loads(out)] == ["pip"]
+
+    def test_does_not_list_the_running_interpreters_packages(self, real_venv):
+        """A -t listing must describe the target, not whatever runs wppm."""
+        names = {r["package"] for r in json.loads(
+            wppm("-t", str(real_venv), "-ls", "-j").stdout)}
+        assert "pytest" not in names
+
+
+class TestTrees:
+    def test_downward_tree(self, real_venv):
+        assert "pip==" in wppm("-t", str(real_venv), "-p", "pip", "-l1").stdout
+
+    def test_upward_tree(self, real_venv):
+        assert "pip==" in wppm("-t", str(real_venv), "-r", "pip", "-l1").stdout
+
+    def test_tree_json_parses(self, real_venv):
+        out = wppm("-t", str(real_venv), "-p", "pip", "-l1", "-j").stdout
+        assert json.loads(out)
+
+
+class TestMarkdown:
+    def test_generates_a_package_index(self, real_venv):
+        out = wppm("-t", str(real_venv), "-md").stdout
+        assert "### Python packages" in out
+        assert "pip" in out
+
+    def test_reports_plain_python_not_winpython(self, real_venv):
+        """WINPYVER2 is unset here, so it must not claim to be WinPython."""
+        assert "## Python" in wppm("-t", str(real_venv), "-md").stdout
+
+    def test_tools_section_reports_the_target_python_version(self, real_venv):
+        """Sanity check only: this venv comes from the running interpreter, so it
+        cannot tell target from runner -- test_distribution.py does that.
+        """
+        data = json.loads(wppm("-t", str(real_venv), "-md", "-j").stdout)
+        tools = {t["name"]: t["version"] for t in data["tools"]}
+        expected = subprocess.run(
+            [str(real_venv / "Scripts" / "python.exe"), "-c",
+             "import platform;print(platform.python_version())"],
+            capture_output=True, text=True,
+        ).stdout.strip()
+        assert tools["Python"].startswith(expected)
+
+    def test_json_manifest_has_the_expected_shape(self, real_venv):
+        data = json.loads(wppm("-t", str(real_venv), "-md", "-j").stdout)
+        assert set(data) >= {"distribution", "tools", "packages", "wheelhouse"}
+        assert set(data["distribution"]) >= {"name", "version", "python_version"}
+
+
+class TestBadTarget:
+    def test_rejects_a_directory_that_is_not_a_python(self, tmp_path):
+        proc = wppm("-t", str(tmp_path), "-md", expect_ok=False)
+        assert proc.returncode != 0
+        assert "Invalid Python distribution" in proc.stdout + proc.stderr
+
+
+class TestHelp:
+    def test_help_mentions_the_version(self):
+        from wppm import __version__
+        assert __version__ in wppm("-h").stdout
diff --git a/tests/test_distribution.py b/tests/test_distribution.py
new file mode 100644
index 00000000..ff688316
--- /dev/null
+++ b/tests/test_distribution.py
@@ -0,0 +1,109 @@
+# -*- coding: utf-8 -*-
+"""Distribution and the -md package index.
+
+The CLI tests cannot catch "-md described the wrong interpreter", because a
+venv made from the running Python reports the same version either way. These
+check which path the code actually asks about.
+"""
+from pathlib import Path
+
+import pytest
+
+from wppm import utils, wppm
+
+from conftest import write_dist
+
+
+@pytest.fixture
+def target(tmp_path, monkeypatch):
+    """A synthetic distribution, with the spawning probes stubbed out."""
+    root = tmp_path / "WPy64-1234" / "python"
+    site = root / "Lib" / "site-packages"
+    site.mkdir(parents=True)
+    (root / "python.exe").write_bytes(b"MZ")
+    write_dist(site, "somepkg", "1.2.3", summary="A package")
+    monkeypatch.setattr(utils, "get_python_infos", lambda path: ("9.9", 64))
+    return root
+
+
+@pytest.fixture
+def tools_probe(monkeypatch):
+    """Record the path -md asks get_installed_tools about."""
+    seen = []
+
+    def fake(path=None):
+        seen.append(path)
+        return [("Python", "http://www.python.org/", "9.9.9", "stub")]
+
+    monkeypatch.setattr(utils, "get_installed_tools", fake)
+    return seen
+
+
+class TestPackageIndexTarget:
+    def test_tools_are_read_from_the_target_not_the_running_interpreter(
+        self, target, tools_probe
+    ):
+        """Regression: -md used to describe whatever interpreter ran wppm."""
+        wppm.Distribution(str(target)).get_package_index_data()
+        assert len(tools_probe) == 1
+        asked = Path(tools_probe[0])
+        assert target in asked.parents or asked == target / "python.exe"
+
+    def test_explicit_directory_argument_still_wins(self, target, tools_probe, tmp_path):
+        other = tmp_path / "other"
+        other.mkdir()
+        (other / "python.exe").write_bytes(b"MZ")
+        wppm.Distribution(str(target)).get_package_index_data(
+            python_executable_directory=str(other)
+        )
+        assert Path(tools_probe[0]) == other / "python.exe"
+
+    def test_packages_come_from_the_target(self, target, tools_probe):
+        data = wppm.Distribution(str(target)).get_package_index_data()
+        assert [p["name"] for p in data["packages"]] == ["somepkg"]
+
+    def test_identity_is_plain_python_without_winpyver2(
+        self, target, tools_probe, monkeypatch
+    ):
+        monkeypatch.delenv("WINPYVER2", raising=False)
+        data = wppm.Distribution(str(target)).get_package_index_data()
+        assert data["distribution"]["name"] == "Python"
+
+    def test_identity_is_winpython_when_told_so(self, target, tools_probe):
+        data = wppm.Distribution(str(target)).get_package_index_data(
+            winpyver2="3.14.7.0", flavor="slim", release_level="b3"
+        )
+        assert data["distribution"]["name"] == "WinPython"
+        assert data["distribution"]["version"] == "3.14.7.0slim"
+
+    def test_explicit_arguments_beat_the_environment(
+        self, target, tools_probe, monkeypatch
+    ):
+        """The build passes these as env vars today; arguments must take priority."""
+        monkeypatch.setenv("WINPYVER2", "0.0.0.0")
+        monkeypatch.setenv("WINPYFLAVOR", "wrong")
+        data = wppm.Distribution(str(target)).get_package_index_data(
+            winpyver2="3.14.7.0", flavor="slim"
+        )
+        assert data["distribution"]["version"] == "3.14.7.0slim"
+
+
+class TestVersionProbesDoNotCrash:
+    """Every version probe used to end in an unguarded splitlines()[0]."""
+
+    def test_first_line_falls_back_when_output_is_empty(self):
+        assert utils.first_line("") == "?"
+        assert utils.first_line("\n  \n") == "?"
+
+    def test_first_line_skips_blank_leading_lines(self):
+        assert utils.first_line("\n\n3.14.2\nrest") == "3.14.2"
+
+    def test_installed_tools_survives_a_silent_probe(self, tmp_path, monkeypatch):
+        """A tool that prints nothing must not take the whole -md down."""
+        root = tmp_path / "python"
+        root.mkdir()
+        (root / "python.exe").write_bytes(b"MZ")
+        monkeypatch.setattr(utils, "exec_shell_cmd", lambda *a, **k: "")
+        tools = utils.get_installed_tools(str(root))
+        assert [t[0] for t in tools] == ["Python"]
+        assert tools[0][2] == "?"
diff --git a/tests/test_no_subprocess.py b/tests/test_no_subprocess.py
new file mode 100644
index 00000000..a8c87133
--- /dev/null
+++ b/tests/test_no_subprocess.py
@@ -0,0 +1,60 @@
+# -*- coding: utf-8 -*-
+"""piptree must never spawn a process.
+
+It runs inside JupyterLite/Pyodide, where process spawning does not exist.
+This is the executable form of the rule stated in piptree's module docstring:
+if someone makes PipData shell out to the target interpreter, these fail.
+"""
+import subprocess
+
+import pytest
+
+from wppm import piptree
+
+from conftest import write_dist
+
+
+class Spawned(Exception):
+    """Raised instead of starting a process."""
+
+
+@pytest.fixture
+def no_spawn(monkeypatch):
+    def boom(*args, **kwargs):
+        raise Spawned("piptree must not spawn a process (it runs in Pyodide)")
+
+    for name in ("Popen", "run", "call", "check_call", "check_output"):
+        monkeypatch.setattr(subprocess, name, boom)
+    return boom
+
+
+@pytest.fixture
+def target(tmp_path):
+    root = tmp_path / "dist"
+    site = root / "Lib" / "site-packages"
+    site.mkdir(parents=True)
+    (root / "python.exe").write_bytes(b"MZ")
+    write_dist(site, "app", "1.0", summary="An app", requires=["lib"])
+    write_dist(site, "lib", "2.0", summary="A lib")
+    return root
+
+
+def test_building_pipdata_spawns_nothing(no_spawn, target):
+    assert piptree.PipData(str(target)).distro
+
+
+def test_pip_list_spawns_nothing(no_spawn, target):
+    pip = piptree.PipData(str(target))
+    assert len(pip.pip_list(full=True)) == 2
+
+
+def test_dependency_trees_spawn_nothing(no_spawn, target):
+    pip = piptree.PipData(str(target))
+    assert "lib==2.0" in pip.down("app", "", 2)
+    assert "app==1.0" in pip.up("lib", "", 2)
+
+
+def test_the_guard_itself_works(no_spawn):
+    """Guard against a false negative: prove the patch really blocks spawning."""
+    with pytest.raises(Spawned):
+        subprocess.Popen(["cmd", "/c", "echo", "hi"])
diff --git a/tests/test_piptree.py b/tests/test_piptree.py
new file mode 100644
index 00000000..cd5afd71
--- /dev/null
+++ b/tests/test_piptree.py
@@ -0,0 +1,131 @@
+# -*- coding: utf-8 -*-
+"""Dependency-tree reading, against a synthetic site-packages.
+
+Hand-written .dist-info gives full control of the graph -- extras, missing
+packages, cycles -- without installing anything.
+"""
+import pytest
+
+from wppm import piptree
+
+from conftest import write_dist
+
+
+@pytest.fixture
+def graph(tmp_path):
+    """A small dependency graph:
+
+        app 1.0 -> lib >=1.0 -> helper
+        app[extra] -> optional (not installed)
+        orphan 9.9 (nothing depends on it)
+    """
+    root = tmp_path / "dist"
+    site = root / "Lib" / "site-packages"
+    site.mkdir(parents=True)
+    (root / "python.exe").write_bytes(b"MZ")
+    write_dist(site, "app", "1.0", summary="The application",
+               requires=["lib>=1.0", 'optional>=2.0; extra == "fancy"'],
+               extras=["fancy"])
+    write_dist(site, "lib", "1.5", summary="A library", requires=["helper"])
+    write_dist(site, "helper", "0.3", summary="A helper")
+    write_dist(site, "orphan", "9.9", summary="Depends on nothing")
+    return root
+
+
+@pytest.fixture
+def pip(graph):
+    return piptree.PipData(str(graph))
+
+
+class TestPipList:
+    def test_lists_every_installed_package(self, pip):
+        assert {n for n, _, _ in pip.pip_list(full=True)} == {
+            "app", "lib", "helper", "orphan"
+        }
+
+    def test_reports_version_and_summary(self, pip):
+        rows = {n: (v, s) for n, v, s in pip.pip_list(full=True)}
+        assert rows["app"] == ("1.0", "The application")
+
+    def test_reads_from_the_target_not_the_running_interpreter(self, pip):
+        """wppm itself must not leak into a -t listing."""
+        assert "pytest" not in {n for n, _, _ in pip.pip_list(full=True)}
+
+
+class TestDown:
+    def test_shows_direct_dependency(self, pip):
+        out = pip.down("app", "", 1)
+        assert "app==1.0" in out
+        assert "lib==1.5" in out
+
+    def test_recurses_to_the_requested_depth(self, pip):
+        assert "helper==0.3" in pip.down("app", "", 2)
+        assert "helper==0.3" not in pip.down("app", "", 1)
+
+    def test_leaf_package_has_no_dependencies(self, pip):
+        out = pip.down("helper", "", 2)
+        assert "helper==0.3" in out
+        assert "lib==" not in out
+
+    def test_extra_pulls_in_optional_dependency(self, pip):
+        out = pip.down("app", "fancy", 1)
+        assert "optional" in out
+
+    def test_uninstalled_dependency_is_marked_unknown(self, pip):
+        """`optional` is required by an extra but not installed."""
+        assert "optional==?" in pip.down("app", "fancy", 1)
+
+    def test_json_output_parses(self, pip):
+        import json
+        parsed = json.loads(pip.down("app", "", 2, format="json"))
+        assert parsed
+
+
+class TestUp:
+    def test_finds_reverse_dependency(self, pip):
+        out = pip.up("helper", "", 1)
+        assert "helper==0.3" in out
+        assert "lib==1.5" in out
+
+    def test_recurses_upward(self, pip):
+        assert "app==1.5" not in pip.up("helper", "", 2)
+        assert "app==1.0" in pip.up("helper", "", 2)
+
+    def test_orphan_has_no_dependants(self, pip):
+        out = pip.up("orphan", "", 2)
+        assert "orphan==9.9" in out
+        assert "app==" not in out
+
+
+class TestMarkerEnvironment:
+    """Characterisation tests: markers are evaluated against the RUNNING
+    interpreter, not the -t target. That is a known limitation -- see
+    piptree._get_environment. If someone fixes it, these tests should fail
+    and be rewritten deliberately rather than silently drift.
+    """
+
+    def test_environment_describes_the_running_interpreter(self, pip):
+        import platform
+        assert pip.environment["python_version"] == ".".join(
+            platform.python_version_tuple()[:2]
+        )
+
+    def test_environment_exposes_every_marker_field_packaging_needs(self, pip):
+        assert set(pip.environment) >= {
+            "implementation_name", "os_name", "platform_machine",
+            "platform_system", "python_full_version", "python_version",
+            "sys_platform",
+        }
+
+
+class TestCycles:
+    def test_mutual_dependency_terminates(self, tmp_path):
+        """A <-> B must not recurse forever."""
+        root = tmp_path / "cyc"
+        site = root / "Lib" / "site-packages"
+        site.mkdir(parents=True)
+        write_dist(site, "aaa", "1.0", requires=["bbb"])
+        write_dist(site, "bbb", "1.0", requires=["aaa"])
+        pip = piptree.PipData(str(root))
+        assert "aaa==1.0" in pip.down("aaa", "", 10)
+        assert "bbb==1.0" in pip.up("bbb", "", 10)
diff --git a/tests/test_target_resolution.py b/tests/test_target_resolution.py
new file mode 100644
index 00000000..089c4670
--- /dev/null
+++ b/tests/test_target_resolution.py
@@ -0,0 +1,124 @@
+# -*- coding: utf-8 -*-
+"""How wppm decides what a -t target is, and where its site-packages live.
+
+This is where the venv bug lived: a venv keeps python.exe in Scripts\\ while
+Lib\\site-packages stays at the root, so every layout question has two right
+answers depending on the flavour of installation.
+"""
+from pathlib import Path
+
+import pytest
+
+from wppm import utils
+
+
+class TestInstallRoot:
+    def test_root_directory_is_its_own_root(self, winpython_layout):
+        assert utils.get_install_root(str(winpython_layout)) == winpython_layout
+
+    def test_executable_resolves_to_its_directory(self, winpython_layout):
+        exe = winpython_layout / "python.exe"
+        assert utils.get_install_root(str(exe)) == winpython_layout
+
+    def test_scripts_directory_resolves_one_level_up(self, venv_layout):
+        assert utils.get_install_root(str(venv_layout / "Scripts")) == venv_layout
+
+    def test_scripts_match_is_case_insensitive(self, tmp_path):
+        (tmp_path / "SCRIPTS").mkdir()
+        assert utils.get_install_root(str(tmp_path / "SCRIPTS")) == tmp_path
+
+
+class TestPythonExecutable:
+    def test_finds_interpreter_at_root(self, winpython_layout):
+        found = Path(utils.get_python_executable(str(winpython_layout)))
+        assert found == winpython_layout / "python.exe"
+
+    def test_finds_interpreter_under_scripts(self, venv_layout):
+        found = Path(utils.get_python_executable(str(venv_layout)))
+        assert found == venv_layout / "Scripts" / "python.exe"
+
+    def test_scripts_target_finds_the_same_interpreter(self, venv_layout):
+        """-t <venv>\\Scripts and -t <venv> must agree."""
+        assert (utils.get_python_executable(str(venv_layout / "Scripts"))
+                == utils.get_python_executable(str(venv_layout)))
+
+    def test_root_interpreter_wins_over_one_in_scripts(self, winpython_layout):
+        """A Scripts\\python.exe must never shadow the real interpreter."""
+        (winpython_layout / "Scripts" / "python.exe").write_bytes(b"MZ")
+        found = Path(utils.get_python_executable(str(winpython_layout)))
+        assert found == winpython_layout / "python.exe"
+
+    def test_returns_a_nonexistent_root_path_when_nothing_found(self, tmp_path):
+        """Callers test the result with is_file(), so the fallback must be honest."""
+        found = Path(utils.get_python_executable(str(tmp_path)))
+        assert found == tmp_path / "python.exe"
+        assert not found.is_file()
+
+
+class TestSitePackages:
+    def test_resolves_from_root_for_winpython(self, winpython_layout):
+        found = Path(utils.get_site_packages_path(str(winpython_layout)))
+        assert found == winpython_layout / "Lib" / "site-packages"
+
+    def test_resolves_from_root_for_venv(self, venv_layout):
+        found = Path(utils.get_site_packages_path(str(venv_layout)))
+        assert found == venv_layout / "Lib" / "site-packages"
+
+    def test_venv_scripts_does_not_look_inside_scripts(self, venv_layout):
+        """The old code produced <venv>\\Scripts\\lib\\site-packages here."""
+        found = Path(utils.get_site_packages_path(str(venv_layout / "Scripts")))
+        assert found == venv_layout / "Lib" / "site-packages"
+        assert found.is_dir()
+
+    def test_resolves_from_an_executable_path(self, venv_layout):
+        exe = venv_layout / "Scripts" / "python.exe"
+        found = Path(utils.get_site_packages_path(str(exe)))
+        assert found == venv_layout / "Lib" / "site-packages"
+
+
+class TestIsPythonDistribution:
+    def test_accepts_winpython_layout(self, winpython_layout):
+        assert utils.is_python_distribution(str(winpython_layout))
+
+    def test_accepts_venv_layout(self, venv_layout):
+        assert utils.is_python_distribution(str(venv_layout))
+
+    def test_accepts_venv_via_scripts_directory(self, venv_layout):
+        assert utils.is_python_distribution(str(venv_layout / "Scripts"))
+
+    def test_accepts_venv_without_site_packages_via_pyvenv_cfg(self, venv_layout):
+        """pyvenv.cfg is the canonical marker even if Lib is missing."""
+        import shutil
+        shutil.rmtree(venv_layout / "Lib")
+        assert utils.is_python_distribution(str(venv_layout))
+
+    def test_rejects_empty_directory(self, tmp_path):
+        assert not utils.is_python_distribution(str(tmp_path))
+
+    def test_rejects_directory_with_no_interpreter(self, tmp_path):
+        (tmp_path / "Lib" / "site-packages").mkdir(parents=True)
+        assert not utils.is_python_distribution(str(tmp_path))
+
+    def test_rejects_winpython_scripts_sibling(self, winpython_layout):
+        """<WP>\\scripts holds env.bat, not an interpreter -- it is not a venv.
+
+        It resolves to the distribution root, which has no python.exe, so it
+        must still be refused rather than mistaken for a venv Scripts dir.
+        """
+        env_bat_dir = winpython_layout.parent / "scripts"
+        assert (env_bat_dir / "env.bat").is_file()
+        assert not utils.is_python_distribution(str(env_bat_dir))
+
+
+class TestPythonQuery:
+    def test_reports_a_readable_error_when_interpreter_produces_nothing(
+        self, tmp_path, monkeypatch
+    ):
+        """Used to raise IndexError: list index out of range."""
+        monkeypatch.setattr(utils, "exec_shell_cmd", lambda *a, **k: "")
+        with pytest.raises(RuntimeError, match="not a usable Python interpreter"):
+            utils.python_query("print(1)", str(tmp_path))
+
+    def test_returns_first_line_of_output(self, tmp_path, monkeypatch):
+        monkeypatch.setattr(utils, "exec_shell_cmd", lambda *a, **k: "3.14\nnoise\n")
+        assert utils.python_query("print(1)", str(tmp_path)) == "3.14"

From 3a87d0e290a6b95410a9626f0f9c921849e89a5b Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 08:46:07 +0200
Subject: [PATCH 127/157] strip PyPy support

PyPy is effectively dead for this project, and supporting it cost a
branch in every path that answers "where is the interpreter".

- get_python_executable: two candidates instead of four
- get_site_packages_path: collapses to <root>/Lib/site-packages, so the
  function no longer needs a filesystem probe to pick between layouts
- patch_shebang_line / patch_shebang_line_py: drop the pypy3 shebang
  variants, which keyed off the *running* interpreter rather than the
  target anyway. Also removes a dead `executable = sys.executable`
- handle_specific_packages: the pyuic .bat template substituted the
  interpreter name only to swap python.exe for pypy3.exe; with PyPy gone
  that replace was the identity
- make.py: the source zip is python-*.zip, no pypy3-*.zip

One reference is left on purpose: requirements64_slim.txt still notes
that pywinpty was added because terminado dropped a link for PyPy3. The
package is still required, and that comment is the only record of why.

64 tests pass. Re-checked against WPy64-31470b3 (523 packages listed,
-p and -md unchanged), a venv, and the running interpreter.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 winpython/make.py |  2 +-
 wppm/utils.py     | 15 +++------------
 wppm/wppm.py      |  8 +++-----
 3 files changed, 7 insertions(+), 18 deletions(-)

diff --git a/winpython/make.py b/winpython/make.py
index aed6765d..b3284ad3 100644
--- a/winpython/make.py
+++ b/winpython/make.py
@@ -73,7 +73,7 @@ def __init__(self, build_number: int, release_level: str, basedir_wpy: Path,
     def _get_python_zip_file(self) -> Path:
         """Finds the Python .zip file in the wheels directory."""
         for source_item in self.source_dirs.iterdir():
-            if re.match(r"(pypy3|python-).*\.zip", source_item.name):
+            if re.match(r"python-.*\.zip", source_item.name):
                 return source_item
         raise RuntimeError(f"Could not find Python zip package in {self.source_dirs}")
 
diff --git a/wppm/utils.py b/wppm/utils.py
index e71fd527..f5c9d9a0 100644
--- a/wppm/utils.py
+++ b/wppm/utils.py
@@ -44,18 +44,14 @@ def get_python_executable(path=None):
     no interpreter is found, so callers can test the result with is_file().
     """
     root = get_install_root(path)
-    for candidate in (root / 'python.exe', root / 'pypy3.exe',  # PyPy
-                      root / 'Scripts' / 'python.exe', root / 'Scripts' / 'pypy3.exe'):
+    for candidate in (root / 'python.exe', root / 'Scripts' / 'python.exe'):
         if candidate.is_file():
             return str(candidate)
     return str(root / 'python.exe')
 
 def get_site_packages_path(path=None):
     """Return the path to the Python site-packages directory."""
-    root = get_install_root(path)
-    site_packages = root / 'Lib' / 'site-packages'
-    pypy_site_packages = root / 'site-packages'  # For PyPy
-    return str(pypy_site_packages if pypy_site_packages.is_dir() else site_packages)
+    return str(get_install_root(path) / 'Lib' / 'site-packages')
 
 def first_line(text, default="?"):
     """Return the first non-empty line of *text*, or *default* if there is none."""
@@ -159,10 +155,7 @@ def get_python_long_version(path):
 def patch_shebang_line(fname, pad=b" ", to_movable=True, targetdir=""):
     """Remove absolute path to python.exe in shebang lines in binary files, or re-add it."""
     target_dir = targetdir if to_movable else os.path.abspath(os.path.join(os.path.dirname(fname), r"..")) + "\\"
-    executable = sys.executable
     shebang_line = re.compile(rb"""(#!.*pythonw?\.exe)"?""")  # Python3+
-    if "pypy3" in sys.executable:
-        shebang_line = re.compile(rb"""(#!.*pypy3w?\.exe)"?""")  # Pypy3+
     target_dir = target_dir.encode("utf-8")
 
     with open(fname, "rb") as fh:
@@ -186,10 +179,8 @@ def patch_shebang_line_py(fname, to_movable=True, targetdir=""):
     """Changes shebang line in '.py' file to relative or absolue path"""
     import fileinput
     exec_path = r'#!.\python.exe' if to_movable else '#!' + sys.executable
-    if 'pypy3' in sys.executable:
-        exec_path = r'#!.\pypy3.exe' if to_movable else exec_path
     for line in fileinput.input(fname, inplace=True):
-        if re.match(r'^#\!.*python\.exe$', line) or re.match(r'^#\!.*pypy3\.exe$', line):
+        if re.match(r'^#\!.*python\.exe$', line):
             print(exec_path)
         else:
             print(line, end='')
diff --git a/wppm/wppm.py b/wppm/wppm.py
index b7bffbc0..deae0e3b 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -231,9 +231,7 @@ def handle_specific_packages(self, package):
                 tmp_string = r"""@echo off
 if "%WINPYDIR%"=="" call "%~dp0..\..\scripts\env.bat"
 "%WINPYDIR%\python.exe" "%WINPYDIR%\Lib\site-packages\package.name\uic\pyuic.py" %1 %2 %3 %4 %5 %6 %7 %8 %9"""
-            # PyPy adaption: python.exe or pypy3.exe
-            my_exec = Path(utils.get_python_executable(self.target)).name
-            tmp_string = tmp_string.replace("python.exe", my_exec).replace("package.name", package.name)
+            tmp_string = tmp_string.replace("package.name", package.name)
             self.create_file(package, f"pyuic{package.name[-1]}.bat", "Scripts", tmp_string)
             # Adding missing __init__.py files (fixes Issue 8)
             uic_path = str(Path("Lib") / "site-packages" / package.name / "uic")
@@ -258,7 +256,7 @@ def uninstall(self, package):
         self._print(package, "Uninstalling")
         if package.name != "pip":
             # trick to get true target (if not current)
-            this_exec = utils.get_python_executable(self.target)  # PyPy !
+            this_exec = utils.get_python_executable(self.target)
             subprocess.call([this_exec, "-m", "pip", "uninstall", package.name, "-y"], cwd=self.target)
         self._print_done()
 
@@ -268,7 +266,7 @@ def install_bdist_direct(self, package, install_options=None):
         try:
             fname = utils.direct_pip_install(
                 package.fname,
-                python_exe=utils.get_python_executable(self.target),  # PyPy !
+                python_exe=utils.get_python_executable(self.target),
                 verbose=self.verbose,
                 install_options=install_options,
             )

From 0180f41bbfddf8298cd764d07a91dded4327ef15 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 09:07:01 +0200
Subject: [PATCH 128/157] ci: run the wppm test suite on push and pull request

The suite added in 2a16046 had nothing invoking it. This wires it up.

Matrix over Python 3.13 and 3.14 on windows-latest, the versions
WinPython currently ships. Path-filtered to wppm/, tests/ and
pyproject.toml so distribution-build commits do not trigger it, plus
workflow_dispatch for manual runs.

Test dependencies are hash-pinned in tests/requir.wppmtest.txt and
installed with --no-deps --require-hashes, matching build_wppm.yml: a
new pytest release cannot change what CI does without a visible commit.
The file was generated with wppm's own tooling (pip lock, then
wheelhouse.pylock_to_req), and the workflow header records the command
to refresh it.

Verified before committing rather than on the first red run: the exact
install line into a clean venv, then the suite on 3.14.6 and on 3.13.7
-- 64 passed on both -- and the workflow YAML parses.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 .github/workflows/test_wppm.yml | 55 +++++++++++++++++++++++++++++++++
 tests/requir.wppmtest.txt       | 12 +++++++
 2 files changed, 67 insertions(+)
 create mode 100644 .github/workflows/test_wppm.yml
 create mode 100644 tests/requir.wppmtest.txt

diff --git a/.github/workflows/test_wppm.yml b/.github/workflows/test_wppm.yml
new file mode 100644
index 00000000..72ab2c6a
--- /dev/null
+++ b/.github/workflows/test_wppm.yml
@@ -0,0 +1,55 @@
+name: test_wppm
+# Runs the wppm test suite on every push and pull request touching wppm.
+#
+# Dependencies are hash-pinned, like build_wppm.yml, so a new pytest release
+# cannot change what CI does without a visible commit. To refresh them:
+#   python -m pip lock -r <(printf 'pytest\npackaging\n') -o pylock.wppmtest.toml
+#   python -X utf8 -c "from wppm import wheelhouse as wh; wh.pylock_to_req('pylock.wppmtest.toml', r'tests/requir.wppmtest.txt')"
+
+on:
+  push:
+    paths:
+      - 'wppm/**'
+      - 'tests/**'
+      - 'pyproject.toml'
+      - '.github/workflows/test_wppm.yml'
+  pull_request:
+    paths:
+      - 'wppm/**'
+      - 'tests/**'
+      - 'pyproject.toml'
+      - '.github/workflows/test_wppm.yml'
+  workflow_dispatch:
+
+permissions: {}
+
+env:
+  PYTHONIOENCODING: utf-8
+
+jobs:
+  pytest:
+    name: pytest on Python ${{ matrix.python-version }}
+    runs-on: windows-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        # the versions WinPython currently ships
+        python-version: ['3.13', '3.14']
+
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          persist-credentials: false
+
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install pinned test dependencies
+        shell: bash
+        run: python -m pip install --no-deps --require-hashes -r tests/requir.wppmtest.txt
+
+      - name: Run the test suite
+        shell: bash
+        run: python -m pytest -q
diff --git a/tests/requir.wppmtest.txt b/tests/requir.wppmtest.txt
new file mode 100644
index 00000000..a625f6e6
--- /dev/null
+++ b/tests/requir.wppmtest.txt
@@ -0,0 +1,12 @@
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+iniconfig==2.3.0 \
+    --hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
+packaging==26.3 \
+    --hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
+pluggy==1.6.0 \
+    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+pygments==2.20.0 \
+    --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
+pytest==9.1.1 \
+    --hash=sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c

From b9c4dcde19974e8ac7316c1850537e8b4edd7300 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 09:30:47 +0200
Subject: [PATCH 129/157] build: drop the duplicate Pre requirements pass

Step 3 installed three requirement files: Mandatory, Pre, then Main. Pre
defaulted to the Mandatory file and nothing ever overrode it -- no
[[builds]] entry in winpython_builds_bd13/14/15.toml sets
my_requirements_pre, and neither does anything under C:\WinP. So every
flavor installed pip, setuptools and wppm twice, both times with
--force-reinstall, five flavors per cycle.

Removes the --pre-req argument and the meta script that fed it, rather
than leaving dead configurability behind.

Checked by generating all 5 build commands for bd314 with subprocess
stubbed out: none carries --pre-req, and each still parses against
build_winpython's argument list with zero unknown arguments.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 build_winpython_meta.py      | 3 ---
 winpython/build_winpython.py | 2 --
 2 files changed, 5 deletions(-)

diff --git a/build_winpython_meta.py b/build_winpython_meta.py
index 586c417a..482888b8 100644
--- a/build_winpython_meta.py
+++ b/build_winpython_meta.py
@@ -59,8 +59,6 @@ def run_build(build, python_versions):
     my_archive_dir = os.path.join(os.getcwd(), "WinPython_build_logs")
     os.makedirs(my_archive_dir, exist_ok=True)
 
-    my_requirements_pre = build.get("my_requirements_pre",  mandatory_requirements)
-
     # Build command
     build_cmd = [
         str(my_python_exe),
@@ -75,7 +73,6 @@ def run_build(build, python_versions):
         "--tools_dirs", my_toolsdirs,
         "--log-dir", my_archive_dir,
         "--mandatory-req", mandatory_requirements,
-        "--pre-req", my_requirements_pre,
         "--requirements", my_requirements,
         "--constraints", my_constraints,
         "--find-links", my_find_links,
diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 22a5fc4d..4ac6535a 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -175,7 +175,6 @@ def main():
     parser.add_argument('--find-links', default='wheelhouse', help='Path to local wheelhouse')
     parser.add_argument('--log-dir', default='WinPython_build_logs', help='Directory for logs')
     parser.add_argument('--mandatory-req', help='Mandatory requirements file')
-    parser.add_argument('--pre-req', help='Pre requirements file')
     parser.add_argument('--wheelhousereq', help='Wheelhouse requirements file')
     parser.add_argument('--create-installer', default='', help='default installer to create')
     args = parser.parse_args()
@@ -217,7 +216,6 @@ def main():
 
     for label, req in [
         ("Mandatory", args.mandatory_req),
-        ("Pre", args.pre_req),
         ("Main", args.requirements),
     ]:
         pip_install(target_python, req, args.constraints, args.find_links, label, ["--force-reinstall"])

From 4e376331c0f12220db73b9c02b637450a28cf876 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 12:04:46 +0200
Subject: [PATCH 130/157] build: add a --bytecode option, settable per build in
 the TOML

Profiling the real build logs showed Step 3 is 62-90% of a slim build,
and inside it resolve is 1.5% while install is 96.8%. The built slim
distro carries 38,590 .pyc for 38,590 .py: pip byte-compiles every
module, serially, and that is most of the 13.6 minutes.

Most local builds only exist to produce a pylock or pre-check the final
size, and do not need .pyc at all. So make it a choice, per build:

    bytecode = "pip"         # default: inline, exactly what ships today
    bytecode = "none"        # no .pyc -- throwaway builds
    bytecode = "parallel"    # --no-compile, then compileall over every core
    bytecode = "parallel-4"  # ... capped at 4 workers

Non-default modes pass --no-compile to pip and, for parallel, run one
compileall pass with the *target* interpreter after Step 4, so the
patched sources are the ones compiled. Compile failures stay non-fatal,
matching pip: some packages ship modules that will not compile here.

Measured on the build machine (8 cores, Defender realtime on), 2520-file
sample: compileall -j1 45s cold / 36s warm, -j0 18.7s. About 2x rather
than 8x, because the work is partly I/O-scan-bound rather than CPU-bound
-- worth having, but not the whole story. Antivirus exclusions for the
build trees are likely a bigger lever and are the user's call.

Default is unchanged, so release builds keep shipping .pyc exactly as
before. A typo in the TOML raises rather than silently shipping none.

tests/test_build_options.py covers the mode parsing, and winpython/** is
added to the CI path filter so build changes now run the suite. Wiring
verified end to end: existing TOMLs still yield --bytecode pip, a TOML
setting it yields it for that flavor only, the value survives
build_winpython's parser, and the emitted compileall command targets the
right interpreter and site-packages.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 .github/workflows/test_wppm.yml |  2 ++
 build_winpython_meta.py         |  3 +++
 tests/test_build_options.py     | 46 +++++++++++++++++++++++++++++++
 winpython/build_winpython.py    | 48 ++++++++++++++++++++++++++++++++-
 4 files changed, 98 insertions(+), 1 deletion(-)
 create mode 100644 tests/test_build_options.py

diff --git a/.github/workflows/test_wppm.yml b/.github/workflows/test_wppm.yml
index 72ab2c6a..6916433d 100644
--- a/.github/workflows/test_wppm.yml
+++ b/.github/workflows/test_wppm.yml
@@ -10,12 +10,14 @@ on:
   push:
     paths:
       - 'wppm/**'
+      - 'winpython/**'
       - 'tests/**'
       - 'pyproject.toml'
       - '.github/workflows/test_wppm.yml'
   pull_request:
     paths:
       - 'wppm/**'
+      - 'winpython/**'
       - 'tests/**'
       - 'pyproject.toml'
       - '.github/workflows/test_wppm.yml'
diff --git a/build_winpython_meta.py b/build_winpython_meta.py
index 482888b8..dbbf1f64 100644
--- a/build_winpython_meta.py
+++ b/build_winpython_meta.py
@@ -37,6 +37,8 @@ def run_build(build, python_versions):
     my_toolsdirs = build.get("toolsdirs", "")
     #my_install_options = build.get("install_options", "")
     wheelhousereq = build.get("wheelhousereq", "")
+    # "pip" (default, what ships) | "none" | "parallel" | "parallel-N"
+    my_bytecode = build.get("bytecode", "pip")
 
     # Get Python release info from TOML [pythons]
     py_target = my_python_target
@@ -77,6 +79,7 @@ def run_build(build, python_versions):
         "--constraints", my_constraints,
         "--find-links", my_find_links,
         "--wheelhousereq", wheelhousereq,
+        "--bytecode", my_bytecode,
         "--create-installer", my_create_installer,
         #"--install-options", env["my_install_options"],
     ]
diff --git a/tests/test_build_options.py b/tests/test_build_options.py
new file mode 100644
index 00000000..218d68d7
--- /dev/null
+++ b/tests/test_build_options.py
@@ -0,0 +1,46 @@
+# -*- coding: utf-8 -*-
+"""Build-script options: --bytecode mode parsing.
+
+The default must stay 'pip', because that is what release builds ship.
+"""
+import pytest
+
+from winpython.build_winpython import parse_bytecode_mode
+
+
+class TestBytecodeMode:
+    def test_default_keeps_pip_behaviour(self):
+        """No --no-compile, no extra pass: exactly what builds did before."""
+        assert parse_bytecode_mode("pip") == (False, None)
+
+    @pytest.mark.parametrize("empty", ["", None])
+    def test_missing_value_defaults_to_pip(self, empty):
+        assert parse_bytecode_mode(empty) == (False, None)
+
+    def test_none_skips_compilation_entirely(self):
+        no_compile, jobs = parse_bytecode_mode("none")
+        assert no_compile is True
+        assert jobs is None
+
+    def test_parallel_uses_every_core(self):
+        """compileall -j0 means one worker per core."""
+        assert parse_bytecode_mode("parallel") == (True, 0)
+
+    @pytest.mark.parametrize("value,jobs", [("parallel-1", 1), ("parallel-4", 4), ("parallel-16", 16)])
+    def test_parallel_n_caps_the_workers(self, value, jobs):
+        assert parse_bytecode_mode(value) == (True, jobs)
+
+    @pytest.mark.parametrize("value", ["PIP", "  None  ", "Parallel-4"])
+    def test_case_and_whitespace_tolerant(self, value):
+        parse_bytecode_mode(value)  # must not raise
+
+    @pytest.mark.parametrize("value", ["parallel-", "parallel-x", "quick", "no", "-j4", "parallel-4x"])
+    def test_rejects_nonsense_loudly(self, value):
+        """A typo in the TOML must fail the build, not silently ship no .pyc."""
+        with pytest.raises(ValueError, match="--bytecode"):
+            parse_bytecode_mode(value)
+
+    def test_only_pip_mode_lets_pip_compile(self):
+        """Every non-default mode has to pass --no-compile, or work is done twice."""
+        for mode in ("none", "parallel", "parallel-2"):
+            assert parse_bytecode_mode(mode)[0] is True
diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 4ac6535a..5373070e 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -58,6 +58,38 @@ def pip_install(python_exe: Path, req_file: str, constraints: str, find_links: s
     else:
         log_section(f"No {label} specified/skipped")
 
+def parse_bytecode_mode(value: str):
+    """Interpret --bytecode. Returns (skip pip's inline compile, compileall jobs).
+
+    pip        pip byte-compiles inline as it always has (default, unchanged)
+    none       no .pyc at all -- for throwaway builds: pylock, size pre-check
+    parallel   pip --no-compile, then one compileall pass over every core
+    parallel-N same, capped at N workers
+    """
+    mode = (value or "pip").strip().lower()
+    if mode == "pip":
+        return False, None
+    if mode == "none":
+        return True, None
+    if mode == "parallel":
+        return True, 0  # compileall -j0 = one worker per core
+    if mode.startswith("parallel-") and mode[9:].isdigit():
+        return True, int(mode[9:])
+    raise ValueError(f"--bytecode must be pip, none, parallel or parallel-N (got {value!r})")
+
+
+def compile_bytecode(target_python: Path, jobs: int):
+    """Byte-compile site-packages in one pass, using the *target* interpreter.
+
+    pip compiles serially while installing; doing it afterwards lets it run
+    across cores. Failures stay non-fatal: some packages ship modules that are
+    not importable on this Python, and pip tolerates those too.
+    """
+    site_packages = target_python.parent / "Lib" / "site-packages"
+    log_section(f"Byte-compiling {site_packages} (-j{jobs})")
+    run_command([str(target_python), "-m", "compileall", "-q", f"-j{jobs}", str(site_packages)], check=False)
+
+
 def patch_winpython(python_exe):
     cmd = [
         str(python_exe), "-c",
@@ -176,6 +208,11 @@ def main():
     parser.add_argument('--log-dir', default='WinPython_build_logs', help='Directory for logs')
     parser.add_argument('--mandatory-req', help='Mandatory requirements file')
     parser.add_argument('--wheelhousereq', help='Wheelhouse requirements file')
+    parser.add_argument('--bytecode', default='pip',
+                        help="byte-compilation: 'pip' (inline, the default and what ships), "
+                             "'none' (no .pyc -- for throwaway builds such as pylock generation "
+                             "or a size pre-check), 'parallel' or 'parallel-N' (pip --no-compile, "
+                             "then one compileall pass over N cores)")
     parser.add_argument('--create-installer', default='', help='default installer to create')
     args = parser.parse_args()
 
@@ -214,15 +251,24 @@ def main():
 
     log_section("🙏 Step 3: install requirements")
 
+    no_compile, compile_jobs = parse_bytecode_mode(args.bytecode)
+    pip_options = ["--force-reinstall"] + (["--no-compile"] if no_compile else [])
     for label, req in [
         ("Mandatory", args.mandatory_req),
         ("Main", args.requirements),
     ]:
-        pip_install(target_python, req, args.constraints, args.find_links, label, ["--force-reinstall"])
+        pip_install(target_python, req, args.constraints, args.find_links, label, pip_options)
 
     log_section("🙏 Step 4: Patch Winpython")
     patch_winpython(target_python)
 
+    # after patching, so the patched sources are the ones compiled
+    if compile_jobs is not None:
+        log_section("🙏 Step 4b: byte-compile")
+        compile_bytecode(target_python, compile_jobs)
+    elif no_compile:
+        log_section("🙏 Step 4b: byte-compile skipped (--bytecode none)")
+
     log_section(f"🙏 Step 5: install wheelhouse requirements {args.wheelhousereq}")
     if args.wheelhousereq:
         process_wheelhouse_requirements(target_python, winpydirbase, args, file_postfix)

From 76638ebcd1a298984f20fa3a9463cf700c48c0ac Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 16:32:42 +0200
Subject: [PATCH 131/157] build: silence package SyntaxWarnings during the
 parallel compile

Moving byte-compilation out of pip surfaced ~11 SyntaxWarnings per slim
build that nobody had seen before: invalid escape sequences in pydub and
ipywidgets, "'return' in a 'finally' block" in winappdbg, mssql_python,
sympy and win32comext.

They are not new, and nothing is wrong with the packages' .pyc. pip
wraps its own byte-compilation in warnings.filterwarnings("ignore")
(pip/_internal/operations/install/wheel.py), so it never showed them.
compileall as a CLI does not, so pass -W ignore and match pip.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 winpython/build_winpython.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 5373070e..f18a2557 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -84,10 +84,17 @@ def compile_bytecode(target_python: Path, jobs: int):
     pip compiles serially while installing; doing it afterwards lets it run
     across cores. Failures stay non-fatal: some packages ship modules that are
     not importable on this Python, and pip tolerates those too.
+
+    -W ignore matches what pip does. pip wraps its own byte-compilation in
+    warnings.filterwarnings("ignore") (see pip/_internal/operations/install/
+    wheel.py), so the SyntaxWarnings that plenty of packages carry -- invalid
+    escape sequences, `is` against a literal -- never reach the build log.
+    Without this, moving the compile out of pip would surface all of them.
     """
     site_packages = target_python.parent / "Lib" / "site-packages"
     log_section(f"Byte-compiling {site_packages} (-j{jobs})")
-    run_command([str(target_python), "-m", "compileall", "-q", f"-j{jobs}", str(site_packages)], check=False)
+    run_command([str(target_python), "-W", "ignore", "-m", "compileall",
+                 "-q", f"-j{jobs}", str(site_packages)], check=False)
 
 
 def patch_winpython(python_exe):

From 453c8799f9d78debc3ce0017d780d8082c3f1e83 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 16:44:24 +0200
Subject: [PATCH 132/157] build: cap bare "parallel" at 4 workers

os.cpu_count() reports logical CPUs, so on the build laptop (i7-8550U,
4 cores / 8 threads) an uncapped default started 8 workers. Measured, the
compile is I/O- and antivirus-bound rather than CPU-bound -- -j4 beat
pip's serial inline compile by only 11% on a real slim build -- so the
extra 4 SMT workers buy contention, not speed.

"parallel" now means min(os.cpu_count(), 4). An explicit "parallel-N"
stays literal and uncapped, since that is a deliberate choice. Also
rejects parallel-0, which would have handed the count back to
ProcessPoolExecutor and undone the cap.

Deliberately os.cpu_count() and not os.process_cpu_count(): builds run on
Python 3.10 (WPy64-310111) where the latter does not exist, while CI
tests 3.13/3.14 and would not have caught it. Verified directly on
3.10.11.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 tests/test_build_options.py  | 27 +++++++++++++++++++++------
 winpython/build_winpython.py | 22 ++++++++++++++++------
 2 files changed, 37 insertions(+), 12 deletions(-)

diff --git a/tests/test_build_options.py b/tests/test_build_options.py
index 218d68d7..b91b98a5 100644
--- a/tests/test_build_options.py
+++ b/tests/test_build_options.py
@@ -3,9 +3,11 @@
 
 The default must stay 'pip', because that is what release builds ship.
 """
+import os
+
 import pytest
 
-from winpython.build_winpython import parse_bytecode_mode
+from winpython.build_winpython import PARALLEL_DEFAULT_MAX, parse_bytecode_mode
 
 
 class TestBytecodeMode:
@@ -22,19 +24,32 @@ def test_none_skips_compilation_entirely(self):
         assert no_compile is True
         assert jobs is None
 
-    def test_parallel_uses_every_core(self):
-        """compileall -j0 means one worker per core."""
-        assert parse_bytecode_mode("parallel") == (True, 0)
+    def test_parallel_is_capped(self):
+        """Bare 'parallel' must not spawn a worker per logical CPU.
+
+        Measured I/O-bound, so 8 workers on a 4-core/8-thread laptop only adds
+        contention. cpu_count() is logical, hence the cap.
+        """
+        no_compile, jobs = parse_bytecode_mode("parallel")
+        assert no_compile is True
+        assert jobs == min(os.cpu_count() or 1, PARALLEL_DEFAULT_MAX)
+        assert 1 <= jobs <= PARALLEL_DEFAULT_MAX
+
+    def test_parallel_never_asks_for_zero_workers(self):
+        """-j0 would hand the choice back to ProcessPoolExecutor, undoing the cap."""
+        assert parse_bytecode_mode("parallel")[1] >= 1
 
     @pytest.mark.parametrize("value,jobs", [("parallel-1", 1), ("parallel-4", 4), ("parallel-16", 16)])
-    def test_parallel_n_caps_the_workers(self, value, jobs):
+    def test_explicit_n_is_taken_literally_and_uncapped(self, value, jobs):
+        """An explicit N is a deliberate choice, so the cap must not apply."""
         assert parse_bytecode_mode(value) == (True, jobs)
 
     @pytest.mark.parametrize("value", ["PIP", "  None  ", "Parallel-4"])
     def test_case_and_whitespace_tolerant(self, value):
         parse_bytecode_mode(value)  # must not raise
 
-    @pytest.mark.parametrize("value", ["parallel-", "parallel-x", "quick", "no", "-j4", "parallel-4x"])
+    @pytest.mark.parametrize("value", ["parallel-", "parallel-x", "quick", "no", "-j4",
+                                       "parallel-4x", "parallel-0"])
     def test_rejects_nonsense_loudly(self, value):
         """A typo in the TOML must fail the build, not silently ship no .pyc."""
         with pytest.raises(ValueError, match="--bytecode"):
diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index f18a2557..3abf6af6 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -58,13 +58,21 @@ def pip_install(python_exe: Path, req_file: str, constraints: str, find_links: s
     else:
         log_section(f"No {label} specified/skipped")
 
+PARALLEL_DEFAULT_MAX = 4  # bare "parallel" never goes above this
+
+
 def parse_bytecode_mode(value: str):
     """Interpret --bytecode. Returns (skip pip's inline compile, compileall jobs).
 
     pip        pip byte-compiles inline as it always has (default, unchanged)
     none       no .pyc at all -- for throwaway builds: pylock, size pre-check
-    parallel   pip --no-compile, then one compileall pass over every core
-    parallel-N same, capped at N workers
+    parallel   pip --no-compile, then one compileall pass over
+               min(cpu_count, PARALLEL_DEFAULT_MAX) workers
+    parallel-N same, with exactly N workers and no cap
+
+    os.cpu_count() reports logical CPUs, so on a 4-core/8-thread laptop an
+    uncapped default would start 8 workers for a job that measured I/O-bound
+    rather than CPU-bound. Cap the default and let -N override deliberately.
     """
     mode = (value or "pip").strip().lower()
     if mode == "pip":
@@ -72,8 +80,8 @@ def parse_bytecode_mode(value: str):
     if mode == "none":
         return True, None
     if mode == "parallel":
-        return True, 0  # compileall -j0 = one worker per core
-    if mode.startswith("parallel-") and mode[9:].isdigit():
+        return True, min(os.cpu_count() or 1, PARALLEL_DEFAULT_MAX)
+    if mode.startswith("parallel-") and mode[9:].isdigit() and int(mode[9:]) > 0:
         return True, int(mode[9:])
     raise ValueError(f"--bytecode must be pip, none, parallel or parallel-N (got {value!r})")
 
@@ -218,8 +226,10 @@ def main():
     parser.add_argument('--bytecode', default='pip',
                         help="byte-compilation: 'pip' (inline, the default and what ships), "
                              "'none' (no .pyc -- for throwaway builds such as pylock generation "
-                             "or a size pre-check), 'parallel' or 'parallel-N' (pip --no-compile, "
-                             "then one compileall pass over N cores)")
+                             "or a size pre-check), 'parallel' (pip --no-compile, then one "
+                             f"compileall pass over min(cpu_count, {PARALLEL_DEFAULT_MAX}) workers), "
+                             "or 'parallel-N' for exactly N workers. cpu_count is logical CPUs, "
+                             "so on a 4-core/8-thread machine 'parallel' uses 4, not 8")
     parser.add_argument('--create-installer', default='', help='default installer to create')
     args = parser.parse_args()
 

From 399a8c60fb919a9bae5241eb32c6dc3ccfe6293c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 17:27:36 +0200
Subject: [PATCH 133/157] build: require Python 3.11 for local builds

tomllib is stdlib from 3.11, so drop the tomli fallback.
---
 build_winpython_meta.py | 13 ++-----------
 1 file changed, 2 insertions(+), 11 deletions(-)

diff --git a/build_winpython_meta.py b/build_winpython_meta.py
index dbbf1f64..71a007bb 100644
--- a/build_winpython_meta.py
+++ b/build_winpython_meta.py
@@ -1,17 +1,8 @@
 # build_winpython_meta.py
+# Local builds are made with Python 3.11 or later.
 import os
 import sys
-# Use tomllib if available (Python 3.11+), otherwise fall back to tomli
-try:
-    import tomllib  # Python 3.11+
-except ImportError:
-    try:
-        import tomli as tomllib  # For older Python versions
-    except ImportError:
-        print("Please install tomli for Python < 3.11: pip install tomli")
-        sys.exit(1)
-
-#import yaml: we choose toml, more python standard
+import tomllib  # stdlib since 3.11; we choose toml over yaml, more python standard
 import subprocess
 from pathlib import Path
 

From bca3601e49af73530b06d21f6be96b3cafb07219 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 17:30:09 +0200
Subject: [PATCH 134/157] README: Python3 >= 3.11

---
 README.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 6ffcfbc9..8ba1d7d9 100644
--- a/README.rst
+++ b/README.rst
@@ -38,7 +38,7 @@ WinPython set of Wheel
 Dependencies
 ------------   
 
-* Python3 >= 3.10
+* Python3 >= 3.11
 
 
 Requirements

From 28a138f151bfd38dffb9a83c4949f10ad9068866 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 17:55:31 +0200
Subject: [PATCH 135/157] README: split Python requirement, build toolchain vs
 wppm

---
 README.rst | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 8ba1d7d9..9ac34505 100644
--- a/README.rst
+++ b/README.rst
@@ -38,7 +38,9 @@ WinPython set of Wheel
 Dependencies
 ------------   
 
-* Python3 >= 3.11
+* Python3 >= 3.11 to run the build toolchain
+
+* Python3 >= 3.10 to run wppm
 
 
 Requirements

From 24368648edaed890caeef411a8fe82731f3261b2 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 9 Aug 2026 18:19:35 +0200
Subject: [PATCH 136/157] remove whl from local builds, and don't create .pyc
 everytime

---
 winpython_builds_bd13.toml |  4 ++--
 winpython_builds_bd14.toml | 14 +++++++------
 winpython_builds_bd15.toml | 41 ++++++++++++++++++++++++++++++++++++--
 3 files changed, 49 insertions(+), 10 deletions(-)

diff --git a/winpython_builds_bd13.toml b/winpython_builds_bd13.toml
index 9a3bd197..a4609bea 100644
--- a/winpython_builds_bd13.toml
+++ b/winpython_builds_bd13.toml
@@ -1,5 +1,5 @@
 [pythons]
-"313" = { python_target_release = "31314", release = "0", my_release_level = "b2" }
+"313" = { python_target_release = "31315", release = "0", my_release_level = "b3" }
 
 
 [[builds]]
@@ -36,7 +36,7 @@ toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade" 
 
 
-[[builds]]
+[[builds-nomore]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "313"
diff --git a/winpython_builds_bd14.toml b/winpython_builds_bd14.toml
index 794859c0..6731e400 100644
--- a/winpython_builds_bd14.toml
+++ b/winpython_builds_bd14.toml
@@ -1,5 +1,5 @@
 [pythons]
-"314" = { python_target_release = "3146", release = "0", my_release_level = "b2" }
+"314" = { python_target_release = "3147", release = "0", my_release_level = "b3" }
 
 
 
@@ -10,7 +10,7 @@ python_target = "314"
 pyver = "3.14"
 flavor = "dot"
 arch = "64"
-create_installer = "7zip.zip"
+create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
@@ -19,7 +19,6 @@ find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
 install_options = "--no-index --pre --trusted-host=None --upgrade"
 
-
 [[builds]]
 name = "dotf"
 root_dir_for_builds = "C:\\Winp"
@@ -27,7 +26,7 @@ python_target = "314"
 pyver = "3.14"
 flavor = "dotf"
 arch = "64"
-create_installer = "7zip.zip"
+create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
@@ -45,7 +44,9 @@ python_target = "314"
 pyver = "3.14"
 flavor = "slim"
 arch = "64"
-create_installer = "None"
+# bytecode = "none"
+create_installer = "none"
+# create_installer = ".7z-mx7"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\requirements_slim.txt"
@@ -63,6 +64,7 @@ python_target = "314"
 pyver = "3.14"
 flavor = "slimf"
 arch = "64"
+bytecode = "none"
 create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
@@ -73,7 +75,7 @@ toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
-[[builds]]
+[[builds-nomore]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
index 19606093..81b68a72 100644
--- a/winpython_builds_bd15.toml
+++ b/winpython_builds_bd15.toml
@@ -1,5 +1,5 @@
 [pythons]
-"315" = { python_target_release = "3150", release = "3", my_release_level = "b2" }
+"315" = { python_target_release = "3150", release = "4", my_release_level = "b3" }
 
 
 
@@ -10,7 +10,7 @@ python_target = "315"
 pyver = "3.15"
 flavor = "dot"
 arch = "64"
-create_installer = ".zip"
+create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
@@ -37,3 +37,40 @@ toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
 install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
+
+[[builds]]
+name = "slim"
+root_dir_for_builds = "C:\\Winp"
+python_target = "315"
+pyver = "3.15"
+flavor = "slim"
+arch = "64"
+bytecode = "none"
+create_installer = "None"
+preclear_build_directory = "Yes"
+mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+requirements = "C:\\Winp\\bd315\\requirements_slim.txt"
+source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
+find_links = "C:\\Winp\\packages.srcreq"
+toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
+install_options = "--no-index --pre --trusted-host=None --upgrade"
+
+
+
+[[builds]]
+name = "slimf"
+root_dir_for_builds = "C:\\Winp"
+python_target = "315"
+pyver = "3.15"
+flavor = "slimf"
+arch = "64"
+bytecode = "none"
+create_installer = "None"
+preclear_build_directory = "Yes"
+mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+requirements = "C:\\Winp\\bd315\\requirements_slimf.txt"
+source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
+find_links = "C:\\Winp\\packages.srcreq"
+toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
+install_options = "--no-index --pre --trusted-host=None --upgrade"
+

From c6e7a35435d13f495da6375d46e052ea60fd605f Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 10 Aug 2026 09:51:31 +0200
Subject: [PATCH 137/157] ci: draft a cycle-file build workflow

Sits beside the per-cycle workflows for comparison; nothing existing is
changed. Cycle data moves to cycles/2026_03.toml, so a new cycle is a
new file instead of a copy of the workflow.

Verified the TOML reproduces github_workflows_build-2026_03.yml exactly:
ver2, src and sha for all five versions, and the five flavors with their
formats.
---
 .github/scripts/cycle_config.py             |  61 ++++++
 .github/workflows/build_winpython_cycle.yml | 210 ++++++++++++++++++++
 cycles/2026_03.toml                         |  72 +++++++
 3 files changed, 343 insertions(+)
 create mode 100644 .github/scripts/cycle_config.py
 create mode 100644 .github/workflows/build_winpython_cycle.yml
 create mode 100644 cycles/2026_03.toml

diff --git a/.github/scripts/cycle_config.py b/.github/scripts/cycle_config.py
new file mode 100644
index 00000000..72c98730
--- /dev/null
+++ b/.github/scripts/cycle_config.py
@@ -0,0 +1,61 @@
+"""Read a cycle TOML and emit its build configuration as GITHUB_OUTPUT lines.
+
+    python .github/scripts/cycle_config.py cycles/2026_03.toml 3.14
+
+Writes to $GITHUB_OUTPUT when set, otherwise stdout, so it can be run locally
+to see exactly what a workflow run would get. tomllib is stdlib from 3.11, and
+GitHub runners are newer than that, so this needs no dependency.
+"""
+import json
+import os
+import sys
+import tomllib
+from pathlib import Path
+
+
+def build_config(cfg: dict, requested: str) -> dict:
+    pythons = cfg["pythons"]
+    if requested not in pythons:
+        raise SystemExit(
+            f"no entry for python {requested!r}; this cycle offers {', '.join(sorted(pythons))}"
+        )
+    entry = pythons[requested]
+
+    # the check the PowerShell version did: ver2's first 3 parts must appear in
+    # the tarball URL, so a copy-paste slip between the two cannot go unnoticed
+    short = ".".join(entry["ver2"].split(".")[:3])
+    if short not in entry["src"]:
+        raise SystemExit(f"{requested}: '{short}' not found in src {entry['src']}")
+
+    return {
+        "ver2": entry["ver2"],
+        "src": entry["src"],
+        "sha": entry["sha"],
+        "cycle_dir": cfg["cycle_dir"],
+        "release_level": cfg.get("release_level", ""),
+        "pandoc_source": cfg["pandoc"]["source"],
+        "pandoc_sha256": cfg["pandoc"]["sha256"],
+        # consumed by the build job as strategy.matrix via fromJSON
+        "matrix": json.dumps({"flavor": cfg["flavors"]}, separators=(",", ":")),
+    }
+
+
+def main(argv: list[str]) -> None:
+    if len(argv) != 3:
+        raise SystemExit(f"usage: {Path(argv[0]).name} <cycle.toml> <python_version>")
+    cfg_path = Path(argv[1])
+    if not cfg_path.is_file():
+        raise SystemExit(f"no such cycle file: {cfg_path}")
+    with cfg_path.open("rb") as fh:
+        cfg = tomllib.load(fh)
+
+    rendered = "".join(f"{k}={v}\n" for k, v in build_config(cfg, argv[2]).items())
+    out = os.environ.get("GITHUB_OUTPUT")
+    if out:
+        with open(out, "a", encoding="utf-8") as fh:
+            fh.write(rendered)
+    sys.stdout.write(rendered)
+
+
+if __name__ == "__main__":
+    main(sys.argv)
diff --git a/.github/workflows/build_winpython_cycle.yml b/.github/workflows/build_winpython_cycle.yml
new file mode 100644
index 00000000..daa41227
--- /dev/null
+++ b/.github/workflows/build_winpython_cycle.yml
@@ -0,0 +1,210 @@
+name: Build WinPython (cycle file)
+# Draft, sitting beside github_workflows_build-YYYY_NN.yml for comparison.
+#
+# Same build as those, but everything cycle-specific comes from cycles/<cycle>.toml
+# instead of being copied into a new workflow each time. A new cycle is a new TOML.
+
+on:
+  workflow_dispatch:
+    inputs:
+      cycle:
+        description: 'Build cycle (file name in cycles/, without .toml)'
+        required: true
+        default: '2026_03'
+        type: string
+      python_versionf:
+        description: 'Python version to build; must exist in that cycle file'
+        required: true
+        default: '3.14'
+        type: choice
+        options:
+          - '3.13'
+          - '3.14'
+          - '3.14F'
+          - '3.15'
+          - '3.15F'
+
+env:
+  WINPYARCH: "64"
+  dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
+
+jobs:
+  config:
+    # reads the cycle file once, instead of once per matrix leg
+    runs-on: ubuntu-latest
+    outputs:
+      ver2: ${{ steps.cfg.outputs.ver2 }}
+      src: ${{ steps.cfg.outputs.src }}
+      sha: ${{ steps.cfg.outputs.sha }}
+      cycle_dir: ${{ steps.cfg.outputs.cycle_dir }}
+      release_level: ${{ steps.cfg.outputs.release_level }}
+      pandoc_source: ${{ steps.cfg.outputs.pandoc_source }}
+      pandoc_sha256: ${{ steps.cfg.outputs.pandoc_sha256 }}
+      matrix: ${{ steps.cfg.outputs.matrix }}
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          persist-credentials: false
+
+      - name: Read cycle configuration
+        id: cfg
+        run: python .github/scripts/cycle_config.py "cycles/${{ inputs.cycle }}.toml" "${{ inputs.python_versionf }}"
+
+  build-winpython:
+    needs: config
+    runs-on: windows-latest
+    strategy:
+      fail-fast: true
+      matrix: ${{ fromJSON(needs.config.outputs.matrix) }}
+
+    env:
+      PYTHON_VERSIONF: ${{ inputs.python_versionf }}
+      WINPYFLAVOR: ${{ matrix.flavor.name }}
+      PANDOC: ${{ matrix.flavor.PANDOC }}
+      WINPYARCHDET: ${{ matrix.flavor.WINPYARCHDET }}
+      my_cycle: ${{ needs.config.outputs.cycle_dir }}
+      my_release_level: ${{ needs.config.outputs.release_level }}
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v6
+
+      - name: Set static and matrix variables based on selected Python version
+        shell: pwsh
+        env:
+          PYTHON_VERSIONF: ${{ env.PYTHON_VERSIONF }}
+          WINPYARCHDET: ${{ env.WINPYARCHDET }}
+          WINPYVER2: ${{ needs.config.outputs.ver2 }}
+          my_cycle: ${{ env.my_cycle }}
+          my_release_level: ${{ env.my_release_level }}
+          FLAVOR_NAME: ${{ matrix.flavor.name }}
+        run: |
+          # Normalize PYTHON_VERSION by removing trailing 'F' if present
+          $PYTHON_VERSION = $env:PYTHON_VERSIONF -replace 'F$',''
+          Add-Content -Path $env:GITHUB_ENV -Value "PYTHON_VERSION=$PYTHON_VERSION"
+
+          # Detect architecture (64 or 64F)
+          $detected_arch = if ($env:PYTHON_VERSIONF -like '*F') { '64F' } else { '64' }
+
+          $WINPYVER2 = $env:WINPYVER2
+          $BUILD_LOCATION = "WPy64-" + ($WINPYVER2 -replace '[.]', "")
+          Add-Content -Path $env:GITHUB_ENV -Value "build_location=$BUILD_LOCATION"
+
+          # ver2-vs-source consistency is checked in cycle_config.py
+
+          $WINPYREQUIREMENTS = ''
+          $WINPYREQUIREMENTSwhl = ''
+
+          # Generate requirement files expected names dynamically
+          $V_TAG = $env:WINPYVER2 -replace '\.', '_'
+          $testreq = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).txt"
+          $testwhl = "$($env:my_cycle)/requir.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.txt"
+
+          Write-Host "Checking for requirements files: $testreq and $testwhl (expected arch $detected_arch)"
+
+          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
+            $WINPYREQUIREMENTS = $testreq
+            Write-Host "Found $WINPYREQUIREMENTS"
+            if (Test-Path $testwhl) {
+              $WINPYREQUIREMENTSwhl = $testwhl
+              Write-Host "Found also $WINPYREQUIREMENTSwhl"
+            }
+          }
+
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTS=$WINPYREQUIREMENTS"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYREQUIREMENTSwhl=$WINPYREQUIREMENTSwhl"
+
+          $WINPYLOCKFILE = ''
+          $WINPYLOCKFILEwhl = ''
+
+          # Generate pylock files expected names dynamically
+          $testreq = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level).toml"
+          $testwhl = "$($env:my_cycle)/pylock.64-$($V_TAG)$($env:FLAVOR_NAME)$($env:my_release_level)_wheels.toml"
+
+          Write-Host "Checking for pylock files: $testreq and $testwhl (expected arch $detected_arch)"
+
+          if ($env:WINPYARCHDET -eq $detected_arch -and (Test-Path $testreq)) {
+            $WINPYLOCKFILE = $testreq
+            Write-Host "Found $WINPYLOCKFILE"
+            if (Test-Path $testwhl) {
+              $WINPYLOCKFILEwhl = $testwhl
+              Write-Host "Found also $WINPYLOCKFILEwhl"
+            }
+          }
+
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILE=$WINPYLOCKFILE"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYLOCKFILEwhl=$WINPYLOCKFILEwhl"
+
+          $ARTIFACT_NAME = "publish_${PYTHON_VERSION}$($env:FLAVOR_NAME)"
+          Add-Content -Path $env:GITHUB_ENV -Value "ARTIFACT_NAME=$ARTIFACT_NAME"
+
+          $destwheelhouse = "$BUILD_LOCATION\wheelhouse\included.wheels"
+          Add-Content -Path $env:GITHUB_ENV -Value "destwheelhouse=$destwheelhouse"
+
+          $WINPYVER = "${WINPYVER2}$($env:FLAVOR_NAME)$($env:my_release_level)"
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER=$WINPYVER"
+
+          # Store WINPYVER2 in env for later steps
+          Add-Content -Path $env:GITHUB_ENV -Value "WINPYVER2=$WINPYVER2"
+
+      - name: Download, verify and extract python standalone
+        if: env.WINPYLOCKFILE != ''
+        uses: ./.github/actions/python-setup
+        with:
+          python_source: ${{ needs.config.outputs.src }}
+          python_sha256: ${{ needs.config.outputs.sha }}
+          build_location: ${{ env.build_location }}
+
+      - name: Download, checking hash and integrating pandoc binary
+        if: env.WINPYLOCKFILE != '' && env.PANDOC == '1'
+        uses: ./.github/actions/pandoc-setup
+        with:
+          pandoc_source: ${{ needs.config.outputs.pandoc_source }}
+          pandoc_sha256: ${{ needs.config.outputs.pandoc_sha256 }}
+          build_location: ${{ env.build_location }}
+
+      - name: Upgrade pip and patch launchers
+        if: env.WINPYLOCKFILE != ''
+        shell: pwsh
+        run: |
+          & "$env:build_location\python\python.exe" -m pip install --upgrade --force-reinstall pip --no-warn-script-location
+          & "$env:build_location\python\python.exe" -c "from wppm import wppm;dist=wppm.Distribution();dist.patch_standard_packages('pip', to_movable=True)"
+
+      - name: Download all requirements
+        if: ${{ env.WINPYLOCKFILE != '' }}
+        shell: pwsh
+        run: |
+          $py = "$env:build_location\python\python.exe"
+          & $py -m pip download --dest $env:dotwheelhouse --no-deps --require-hashes -r $env:WINPYLOCKFILE
+          if ($env:WINPYLOCKFILEwhl -ne '') {
+              & $py -m pip download --dest $env:destwheelhouse --no-deps --require-hashes -r $env:WINPYLOCKFILEwhl
+          }
+
+      - name: Install lockfile
+        if: env.WINPYLOCKFILE != ''
+        shell: pwsh
+        run: |
+          & "$env:build_location\python\python.exe" -m pip install --no-deps --require-hashes -r $env:WINPYLOCKFILE --no-warn-script-location
+
+      - name: Generate Assets and Hashes
+        if: env.WINPYLOCKFILE != ''
+        uses: ./.github/actions/publish-winpython
+        with:
+          build_location: ${{ env.build_location }}
+          winpy_flavor: ${{ env.WINPYFLAVOR }}
+          winpy_arch: ${{ env.WINPYARCH }}
+          winpy_ver: ${{ env.WINPYVER }}
+          winpy_ver2: ${{ env.WINPYVER2 }}
+          dotwheelhouse: ${{ env.dotwheelhouse }}
+          winpy_requirements_whl: ${{ env.WINPYREQUIREMENTSwhl }}
+          format_zip: ${{ matrix.flavor.formats.zip }}
+          format_7z: ${{ matrix.flavor.formats['7z'] }}
+          format_exe: ${{ matrix.flavor.formats.exe }}
+
+      - name: Upload artifacts
+        if: env.WINPYLOCKFILE != ''
+        uses: actions/upload-artifact@v6
+        with:
+          name: ${{ env.ARTIFACT_NAME }}
+          path: publish_output
+          retention-days: 66  # keeps artifact for 66 days
diff --git a/cycles/2026_03.toml b/cycles/2026_03.toml
new file mode 100644
index 00000000..9c8079f6
--- /dev/null
+++ b/cycles/2026_03.toml
@@ -0,0 +1,72 @@
+# WinPython 2026-03 build cycle.
+#
+# Everything that changes from one cycle to the next lives here, so a new cycle
+# is a new file rather than a copy of the workflow.
+
+cycle_dir     = "winpython/portable/cycle_2026_03"
+release_level = "b3"
+
+[pandoc]
+source = "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
+sha256 = "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
+
+# The python-build-standalone tarball for each version offered by the workflow.
+# ver2 is the WinPython 4-part version; its first 3 parts must appear in src.
+
+[pythons."3.13"]
+ver2 = "3.13.15.0"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.13.15+20260807-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "44bf9ae71f4b45e3ba3104ae331c6eff3f7002593c26fd12453eb9310c4f259a"
+
+[pythons."3.14"]
+ver2 = "3.14.7.0"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.14.7+20260807-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "840e368318d1630bd8efbd3f7de8fab32cb4bbd735baef733f9034f2676c6a92"
+
+[pythons."3.14F"]
+ver2 = "3.14.7.0"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.14.7+20260807-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
+sha  = "c8323293c9e76e8b244a0e533894512f067dac2a6aa2dfcb3494cbe74b3af58e"
+
+[pythons."3.15"]
+ver2 = "3.15.0.4"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.15.0rc1+20260807-x86_64-pc-windows-msvc-install_only_stripped.tar.gz"
+sha  = "bc0d0f3c7b88873688f30bc78da8387a6653a5493424951d3a84c658c973198e"
+
+[pythons."3.15F"]
+ver2 = "3.15.0.4"
+src  = "https://github.com/astral-sh/python-build-standalone/releases/download/20260807/cpython-3.15.0rc1+20260807-x86_64-pc-windows-msvc-freethreaded-install_only_stripped.tar.gz"
+sha  = "e5998e014f16074ac9f6d61eb2a31ff8ac8bc331b61da2c5acf7d15abf4a2650"
+
+# Flavors become the job matrix. 2026-02 renamed "free" to "dotf", so this
+# varies per cycle too and belongs in the cycle file.
+
+[[flavors]]
+name         = "dot"
+PANDOC       = "0"
+WINPYARCHDET = "64"
+formats      = { zip = true, "7z" = false, exe = true }
+
+[[flavors]]
+name         = "slim"
+PANDOC       = "1"
+WINPYARCHDET = "64"
+formats      = { zip = false, "7z" = true, exe = true }
+
+[[flavors]]
+name         = "whl"
+PANDOC       = "0"
+WINPYARCHDET = "64"
+formats      = { zip = false, "7z" = true, exe = false }
+
+[[flavors]]
+name         = "dotf"
+PANDOC       = "0"
+WINPYARCHDET = "64F"
+formats      = { zip = true, "7z" = false, exe = true }
+
+[[flavors]]
+name         = "slimf"
+PANDOC       = "1"
+WINPYARCHDET = "64F"
+formats      = { zip = false, "7z" = true, exe = true }

From 018aff82c764fb8001ba06690db5847a976bbc98 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 10 Aug 2026 14:46:39 +0200
Subject: [PATCH 138/157] prepare python-3.15 slim

---
 winpython/build_winpython.py                  |  10 +-
 .../pylock.64-3_15_0_4slimb3.toml             | 222 ++++++++++++++++++
 .../pylock.64-3_15_0_4slimfb3.toml            | 189 +++++++++++++++
 .../requir.64-3_15_0_4slimb3.txt              |  40 ++++
 .../requir.64-3_15_0_4slimfb3.txt             |  34 +++
 5 files changed, 491 insertions(+), 4 deletions(-)
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
 create mode 100644 winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
 create mode 100644 winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt

diff --git a/winpython/build_winpython.py b/winpython/build_winpython.py
index 3abf6af6..8a46355c 100644
--- a/winpython/build_winpython.py
+++ b/winpython/build_winpython.py
@@ -136,12 +136,14 @@ def generate_lockfiles(target_python: Path, winpydirbase: Path, constraints: str
         run_command(cmd)
     # check equality
     web, local = "", "local"
-    if not cmp(winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt"):
-        print("⚠️⚠️⚠️⚠️⚠️⚠️ ALARM ⚠️⚠️⚠️⚠️⚠️⚠️differences in ", winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+    web_file = winpydirbase.parent / f"requir.{file_postfix}{web}.txt"
+    local_file = winpydirbase.parent / f"requir.{file_postfix}{local}.txt"
+    if not cmp(web_file, local_file):
+        logging.info( f"⚠️⚠️⚠️⚠️⚠️⚠️ ALARM ⚠️⚠️⚠️⚠️⚠️⚠️ differences in {web_file} {local_file}")
         raise os.error
     else:
-        print ("💖💖💖 match 💖💖💖 ok ",winpydirbase.parent / f"requir.{file_postfix}{web}.txt", winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
-        print ("💖 housekeeping, removing local files 💖 ",  winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
+        logging.info(f"💖💖💖 match 💖💖💖 ok {web_file} {local_file}")
+        logging.info(f"💖 housekeeping, removing local files 💖 {local_file}")
         os.remove (winpydirbase.parent / f"requir.{file_postfix}{local}.txt")
         os.remove (winpydirbase.parent / f"pylock.{file_postfix}{local}.toml")
         os.remove (winpydirbase.parent / f"requirement_temp.txt")
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
new file mode 100644
index 00000000..2434cfb7
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
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diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml
new file mode 100644
index 00000000..ebf4785d
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml
@@ -0,0 +1,189 @@
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+sha256 = "0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034"
+
+[[packages]]
+name = "typing-extensions"
+version = "4.16.0"
+
+[[packages.wheels]]
+name = "typing_extensions-4.16.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/49/d3/b8441a820a491ddfc024b0b0cf0393375b75ea13866d9c66727e54c2fc80/typing_extensions-4.16.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8"
+
+[[packages]]
+name = "wheel"
+version = "0.47.0"
+
+[[packages.wheels]]
+name = "wheel-0.47.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/87/1b/9e33c09813d65e248f7f773119148a612516a4bea93e9c6f545f78455b7c/wheel-0.47.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
+
+[[packages]]
+name = "wppm"
+version = "17.10.20260808"
+
+[[packages.wheels]]
+name = "wppm-17.10.20260808-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b2/9f/bad3e1e5e02dd1c9c67b92091231af2936ae4ee6e72e7dd33344139e0a26/wppm-17.10.20260808-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd"
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
new file mode 100644
index 00000000..b5adc2e7
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
@@ -0,0 +1,40 @@
+ast-serialize==0.7.0 \
+    --hash=sha256:537f7a41a7bc1108e60cf8d6f5575beafe5b8a17d1a6ef0e758b4d4e4ad90d18
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cffi==2.1.1 \
+    --hash=sha256:e6e8cff14d6fb0be70a09c0bdc58096f501952d04624ebf867e0e56da2df8960
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+cython==3.3.0a1 \
+    --hash=sha256:bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6
+librt==0.14.0 \
+    --hash=sha256:07f34798827de9a3922ed748ae44cd82292ca7a189dbc480326fa5eb7a2ce18e
+mypy==2.3.0 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88
+mypy-extensions==1.1.0 \
+    --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
+numpy==2.5.2 \
+    --hash=sha256:07d4e89f3a9ab0a9ba24264ccdb642b3dd951b2281e8883a5481a4aa79cc31a7
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pathspec==1.1.1 \
+    --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
+pillow==12.3.0 \
+    --hash=sha256:fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5
+pycparser==3.0 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+pywin32==312 \
+    --hash=sha256:c2f03a0f73f804a13c2735b99392b0cd426bb4f2c4d0178e5ac966a0f21618d5
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.10.20260808 \
+    --hash=sha256:18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt
new file mode 100644
index 00000000..7e21d5e8
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt
@@ -0,0 +1,34 @@
+ast-serialize==0.7.0 \
+    --hash=sha256:537f7a41a7bc1108e60cf8d6f5575beafe5b8a17d1a6ef0e758b4d4e4ad90d18
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+cython==3.3.0a1 \
+    --hash=sha256:bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6
+librt==0.14.0 \
+    --hash=sha256:07f34798827de9a3922ed748ae44cd82292ca7a189dbc480326fa5eb7a2ce18e
+mypy==2.3.0 \
+    --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88
+mypy-extensions==1.1.0 \
+    --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
+numpy==2.5.2 \
+    --hash=sha256:07d4e89f3a9ab0a9ba24264ccdb642b3dd951b2281e8883a5481a4aa79cc31a7
+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pathspec==1.1.1 \
+    --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
+pillow==12.3.0 \
+    --hash=sha256:fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
+    --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+sqlite-bro==1.3.2 \
+    --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+typing-extensions==4.16.0 \
+    --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
+wheel==0.47.0 \
+    --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
+wppm==17.10.20260808 \
+    --hash=sha256:18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd

From f04f5b6db7c55e2b5a84067f00278ba32e6af66a Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 10 Aug 2026 15:28:00 +0200
Subject: [PATCH 139/157] fix python-3.15.0t

---
 .../pylock.64-3_15_0_4slimb3.toml             | 16 +++++------
 .../pylock.64-3_15_0_4slimfb3.toml            | 28 +++++++++----------
 .../requir.64-3_15_0_4slimb3.txt              |  8 +++---
 .../requir.64-3_15_0_4slimfb3.txt             | 12 ++++----
 winpython_builds_bd15.toml                    |  6 ++--
 5 files changed, 35 insertions(+), 35 deletions(-)

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
index 2434cfb7..4d6d6cd1 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
@@ -3,14 +3,14 @@ created-by = "pip"
 
 [[packages]]
 name = "ast-serialize"
-version = "0.7.0"
+version = "0.8.0"
 
 [[packages.wheels]]
-name = "ast_serialize-0.7.0-cp315-abi3.abi3t-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/ed/cd/6de6248744d30875b875dd8e43a76427b0c2bf42b735ee26149002b9ee04/ast_serialize-0.7.0-cp315-abi3.abi3t-win_amd64.whl"
+name = "ast_serialize-0.8.0-cp315-abi3.abi3t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/18/1d/84a327c0202a41aa5fdba3ade33904d6d8f3b9e6806fa83568d835395850/ast_serialize-0.8.0-cp315-abi3.abi3t-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "537f7a41a7bc1108e60cf8d6f5575beafe5b8a17d1a6ef0e758b4d4e4ad90d18"
+sha256 = "bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16"
 
 [[packages]]
 name = "build"
@@ -58,14 +58,14 @@ sha256 = "bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6"
 
 [[packages]]
 name = "librt"
-version = "0.14.0"
+version = "0.15.0"
 
 [[packages.wheels]]
-name = "librt-0.14.0-cp315-cp315-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/61/66/12b9efe0c391c363e11ae05f2a5ef17c7ae6f3bd53894a787317b35caa7e/librt-0.14.0-cp315-cp315-win_amd64.whl"
+name = "librt-0.15.0-cp315-cp315-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/e1/dc/3eb4c5e297343f0620a55532cd7c8d764d3001fa2159212dadf480464827/librt-0.15.0-cp315-cp315-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "07f34798827de9a3922ed748ae44cd82292ca7a189dbc480326fa5eb7a2ce18e"
+sha256 = "b87d67e33afaf265262f2a66db578284b88ee2e6fcd224579cb5c15518677ad8"
 
 [[packages]]
 name = "mypy"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml
index ebf4785d..6806231f 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimfb3.toml
@@ -3,14 +3,14 @@ created-by = "pip"
 
 [[packages]]
 name = "ast-serialize"
-version = "0.7.0"
+version = "0.8.0"
 
 [[packages.wheels]]
-name = "ast_serialize-0.7.0-cp315-abi3.abi3t-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/ed/cd/6de6248744d30875b875dd8e43a76427b0c2bf42b735ee26149002b9ee04/ast_serialize-0.7.0-cp315-abi3.abi3t-win_amd64.whl"
+name = "ast_serialize-0.8.0-cp315-abi3.abi3t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/18/1d/84a327c0202a41aa5fdba3ade33904d6d8f3b9e6806fa83568d835395850/ast_serialize-0.8.0-cp315-abi3.abi3t-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "537f7a41a7bc1108e60cf8d6f5575beafe5b8a17d1a6ef0e758b4d4e4ad90d18"
+sha256 = "bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16"
 
 [[packages]]
 name = "build"
@@ -47,14 +47,14 @@ sha256 = "bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6"
 
 [[packages]]
 name = "librt"
-version = "0.14.0"
+version = "0.15.0"
 
 [[packages.wheels]]
-name = "librt-0.14.0-cp315-cp315-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/61/66/12b9efe0c391c363e11ae05f2a5ef17c7ae6f3bd53894a787317b35caa7e/librt-0.14.0-cp315-cp315-win_amd64.whl"
+name = "librt-0.15.0-cp315-cp315t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/6d/4a/1f1978c200f563beda63c36adff2d65bbecb81e365e8e69e572f5f70fbc6/librt-0.15.0-cp315-cp315t-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "07f34798827de9a3922ed748ae44cd82292ca7a189dbc480326fa5eb7a2ce18e"
+sha256 = "dbd605739f228912dc49027cb764456b9757750bdc2b6b7773164db7096c6fd1"
 
 [[packages]]
 name = "mypy"
@@ -83,11 +83,11 @@ name = "numpy"
 version = "2.5.2"
 
 [[packages.wheels]]
-name = "numpy-2.5.2-cp315-cp315-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/c8/23/deafbb1700f79fae9cd1e91220f133d124cc267de1b584da3fbf6db2f6cd/numpy-2.5.2-cp315-cp315-win_amd64.whl"
+name = "numpy-2.5.2-cp315-cp315t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/f1/18/195d6b86cd72dbbc501edfa778005fa6b87afd34c153e46028cd3a0938f4/numpy-2.5.2-cp315-cp315t-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "07d4e89f3a9ab0a9ba24264ccdb642b3dd951b2281e8883a5481a4aa79cc31a7"
+sha256 = "e5651f3f87add730ee6608d915009e19c911fba0cb000c7e3ea994b7d768eb12"
 
 [[packages]]
 name = "packaging"
@@ -116,11 +116,11 @@ name = "pillow"
 version = "12.3.0"
 
 [[packages.wheels]]
-name = "pillow-12.3.0-cp315-cp315-win_amd64.whl"
-url = "https://files.pythonhosted.org/packages/3e/03/1846c49ba3b1d5550392a4bbd06d6fb4578e1cd91a803198b5c90f5f7d53/pillow-12.3.0-cp315-cp315-win_amd64.whl"
+name = "pillow-12.3.0-cp315-cp315t-win_amd64.whl"
+url = "https://files.pythonhosted.org/packages/e4/04/62bcd9f844984c5938d3b05264a61d797a29d3e0812341a8204af70bbdee/pillow-12.3.0-cp315-cp315t-win_amd64.whl"
 
 [packages.wheels.hashes]
-sha256 = "fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5"
+sha256 = "8cd2f7bdda092d99c9fc2fb7391354f306d01443d22785d0cbfafa2e2c8bb418"
 
 [[packages]]
 name = "pyproject-hooks"
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
index b5adc2e7..fd01f47d 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
@@ -1,5 +1,5 @@
-ast-serialize==0.7.0 \
-    --hash=sha256:537f7a41a7bc1108e60cf8d6f5575beafe5b8a17d1a6ef0e758b4d4e4ad90d18
+ast-serialize==0.8.0 \
+    --hash=sha256:bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16
 build==1.5.0 \
     --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
 cffi==2.1.1 \
@@ -8,8 +8,8 @@ colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 cython==3.3.0a1 \
     --hash=sha256:bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6
-librt==0.14.0 \
-    --hash=sha256:07f34798827de9a3922ed748ae44cd82292ca7a189dbc480326fa5eb7a2ce18e
+librt==0.15.0 \
+    --hash=sha256:b87d67e33afaf265262f2a66db578284b88ee2e6fcd224579cb5c15518677ad8
 mypy==2.3.0 \
     --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88
 mypy-extensions==1.1.0 \
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt
index 7e21d5e8..4be98f61 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimfb3.txt
@@ -1,25 +1,25 @@
-ast-serialize==0.7.0 \
-    --hash=sha256:537f7a41a7bc1108e60cf8d6f5575beafe5b8a17d1a6ef0e758b4d4e4ad90d18
+ast-serialize==0.8.0 \
+    --hash=sha256:bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16
 build==1.5.0 \
     --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 cython==3.3.0a1 \
     --hash=sha256:bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6
-librt==0.14.0 \
-    --hash=sha256:07f34798827de9a3922ed748ae44cd82292ca7a189dbc480326fa5eb7a2ce18e
+librt==0.15.0 \
+    --hash=sha256:dbd605739f228912dc49027cb764456b9757750bdc2b6b7773164db7096c6fd1
 mypy==2.3.0 \
     --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
 numpy==2.5.2 \
-    --hash=sha256:07d4e89f3a9ab0a9ba24264ccdb642b3dd951b2281e8883a5481a4aa79cc31a7
+    --hash=sha256:e5651f3f87add730ee6608d915009e19c911fba0cb000c7e3ea994b7d768eb12
 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
 pathspec==1.1.1 \
     --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
 pillow==12.3.0 \
-    --hash=sha256:fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5
+    --hash=sha256:8cd2f7bdda092d99c9fc2fb7391354f306d01443d22785d0cbfafa2e2c8bb418
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
 setuptools==83.0.0 \
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
index 81b68a72..78b52232 100644
--- a/winpython_builds_bd15.toml
+++ b/winpython_builds_bd15.toml
@@ -45,7 +45,7 @@ python_target = "315"
 pyver = "3.15"
 flavor = "slim"
 arch = "64"
-bytecode = "none"
+# bytecode = "none"
 create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
@@ -64,12 +64,12 @@ python_target = "315"
 pyver = "3.15"
 flavor = "slimf"
 arch = "64"
-bytecode = "none"
+# bytecode = "none"
 create_installer = "None"
 preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\requirements_slimf.txt"
-source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
+source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
 install_options = "--no-index --pre --trusted-host=None --upgrade"

From e08fd245fc84ebc21d83df7ee9b4f819697c785c Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Mon, 10 Aug 2026 15:53:29 +0200
Subject: [PATCH 140/157] alignment local / cloud actions

---
 .../cycle_2026_03/pylock.64-3_15_0_4dotb3.toml   | 16 ++++++++--------
 .../cycle_2026_03/pylock.64-3_15_0_4dotfb3.toml  | 16 ++++++++--------
 .../cycle_2026_03/requir.64-3_15_0_4dotb3.txt    |  8 ++++----
 .../cycle_2026_03/requir.64-3_15_0_4dotfb3.txt   |  8 ++++----
 winpython_builds_bd15.toml                       |  4 ++--
 5 files changed, 26 insertions(+), 26 deletions(-)

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml
index a84e8d0e..f5ed35d6 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotb3.toml
@@ -3,14 +3,14 @@ created-by = "pip"
 
 [[packages]]
 name = "build"
-version = "1.4.2"
+version = "1.5.0"
 
 [[packages.wheels]]
-name = "build-1.4.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/4a/57/3b7d4dd193ade4641c865bc2b93aeeb71162e81fc348b8dad020215601ed/build-1.4.2-py3-none-any.whl"
+name = "build-1.5.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0d/fe/6bea5c9162869c5beba5d9c8abbed835ec85bf1ec1fba05a3822325c45f3/build-1.5.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88"
+sha256 = "13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f"
 
 [[packages]]
 name = "colorama"
@@ -80,11 +80,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.9.20260805"
+version = "17.10.20260808"
 
 [[packages.wheels]]
-name = "wppm-17.9.20260805-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0d/c0/993ae8e37c1f14a2267e416bc4c64cec702f545988ff540b3ea3ef555c95/wppm-17.9.20260805-py3-none-any.whl"
+name = "wppm-17.10.20260808-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b2/9f/bad3e1e5e02dd1c9c67b92091231af2936ae4ee6e72e7dd33344139e0a26/wppm-17.10.20260808-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d"
+sha256 = "18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotfb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotfb3.toml
index a84e8d0e..f5ed35d6 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotfb3.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotfb3.toml
@@ -3,14 +3,14 @@ created-by = "pip"
 
 [[packages]]
 name = "build"
-version = "1.4.2"
+version = "1.5.0"
 
 [[packages.wheels]]
-name = "build-1.4.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/4a/57/3b7d4dd193ade4641c865bc2b93aeeb71162e81fc348b8dad020215601ed/build-1.4.2-py3-none-any.whl"
+name = "build-1.5.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0d/fe/6bea5c9162869c5beba5d9c8abbed835ec85bf1ec1fba05a3822325c45f3/build-1.5.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88"
+sha256 = "13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f"
 
 [[packages]]
 name = "colorama"
@@ -80,11 +80,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.9.20260805"
+version = "17.10.20260808"
 
 [[packages.wheels]]
-name = "wppm-17.9.20260805-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/0d/c0/993ae8e37c1f14a2267e416bc4c64cec702f545988ff540b3ea3ef555c95/wppm-17.9.20260805-py3-none-any.whl"
+name = "wppm-17.10.20260808-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/b2/9f/bad3e1e5e02dd1c9c67b92091231af2936ae4ee6e72e7dd33344139e0a26/wppm-17.10.20260808-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d"
+sha256 = "18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd"
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt
index 7315becc..fc2c0a6c 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotb3.txt
@@ -1,5 +1,5 @@
-build==1.4.2 \
-    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 packaging==26.2 \
@@ -12,5 +12,5 @@ sqlite-bro==1.3.2 \
     --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.9.20260805 \
-    --hash=sha256:cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d
+wppm==17.10.20260808 \
+    --hash=sha256:18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt
index 7315becc..fc2c0a6c 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotfb3.txt
@@ -1,5 +1,5 @@
-build==1.4.2 \
-    --hash=sha256:7a4d8651ea877cb2a89458b1b198f2e69f536c95e89129dbf5d448045d60db88
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 packaging==26.2 \
@@ -12,5 +12,5 @@ sqlite-bro==1.3.2 \
     --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.9.20260805 \
-    --hash=sha256:cbb16eb098cd7b7e294382831f9fc5b9efd625124737c0d4592e05fdbc46a89d
+wppm==17.10.20260808 \
+    --hash=sha256:18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
index 78b52232..ca9149dd 100644
--- a/winpython_builds_bd15.toml
+++ b/winpython_builds_bd15.toml
@@ -52,7 +52,7 @@ mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\requirements_slim.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
+toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
@@ -71,6 +71,6 @@ mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\requirements_slimf.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
+toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
 install_options = "--no-index --pre --trusted-host=None --upgrade"
 

From 5c3f4eaf7c03b6ca6ea46c0f0f5f4739e71e35a3 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Tue, 11 Aug 2026 14:35:25 +0200
Subject: [PATCH 141/157] python-3.!5 half-slim (270 packages vs 520)

---
 .../pylock.64-3_15_0_4slimb3.toml             | 2914 ++++++++++++++++-
 .../requir.64-3_15_0_4slimb3.txt              |  500 +++
 2 files changed, 3332 insertions(+), 82 deletions(-)

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
index 4d6d6cd1..98d436d2 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
@@ -1,192 +1,2711 @@
 lock-version = "1.0"
 created-by = "pip"
 
+[[packages]]
+name = "absl-py"
+version = "2.5.0"
+
+[[packages.wheels]]
+name = "absl_py-2.5.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/58/0a/a10b45aab35b175aded078a462dc8d0c698f5b13946e7cb0869097b78bb6/absl_py-2.5.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba"
+
+[[packages]]
+name = "aiofiles"
+version = "25.1.0"
+
+[[packages.wheels]]
+name = "aiofiles-25.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695"
+
+[[packages]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+
+[[packages.wheels]]
+name = "aiohappyeyeballs-2.6.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"
+
+[[packages]]
+name = "aiosignal"
+version = "1.4.0"
+
+[[packages.wheels]]
+name = "aiosignal-1.4.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e"
+
+[[packages]]
+name = "aiosqlite"
+version = "0.22.1"
+
+[[packages.wheels]]
+name = "aiosqlite-0.22.1-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/00/b7/e3bf5133d697a08128598c8d0abc5e16377b51465a33756de24fa7dee953/aiosqlite-0.22.1-py3-none-any.whl"
+
+[packages.wheels.hashes]
+sha256 = "21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb"
+
+[[packages]]
+name = "alabaster"
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+
+[[packages.wheels]]
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+
+[packages.wheels.hashes]
+sha256 = "fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b"
+
+[[packages]]
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+
+[[packages.wheels]]
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+
+[packages.wheels.hashes]
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+
+[[packages]]
+name = "annotated-types"
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+[[packages.wheels]]
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+
+[packages.wheels.hashes]
+sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
+
+[[packages]]
+name = "anyio"
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+
+[[packages.wheels]]
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+url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl"
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+
+[packages.wheels.hashes]
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+
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+
 [[packages]]
 name = "ast-serialize"
 version = "0.8.0"
 
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
index fd01f47d..81182094 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
@@ -1,40 +1,540 @@
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+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
 ast-serialize==0.8.0 \
     --hash=sha256:bd84d60bca7079e741be4ac5dbe237751a59d7f6f9f0126b11880d63822cbe16
+asteval==1.0.6 \
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+astroid==4.0.4 \
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+async-lru==2.3.0 \
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+attrs==26.1.0 \
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+azure-core==1.39.0 \
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+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
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 build==1.5.0 \
     --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cattrs==25.3.0 \
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+certifi==2026.1.4 \
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 cffi==2.1.1 \
     --hash=sha256:e6e8cff14d6fb0be70a09c0bdc58096f501952d04624ebf867e0e56da2df8960
+chardet==5.2.0 \
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+charset-normalizer==3.4.4 \
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+cloudpickle==3.1.2 \
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 colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+colorlog==6.10.1 \
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 cython==3.3.0a1 \
     --hash=sha256:bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6
+defusedxml==0.7.1 \
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+jsonschema-specifications==2025.9.1 \
+    --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe
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+    --hash=sha256:ab0ea149e9c554d4ffeeb21105ac60bed7f3b4fd69b1d2360a4add51b170b005
 librt==0.15.0 \
     --hash=sha256:b87d67e33afaf265262f2a66db578284b88ee2e6fcd224579cb5c15518677ad8
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+    --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147
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+    --hash=sha256:55d97cc6dae627efa6a6e548885712d4864b81110ac76fa4e534c03819fa4a56
 mypy==2.3.0 \
     --hash=sha256:6b1cdb579446b60432432b2b2403a6201b4b475a004d7f488511c9ba177c9e88
 mypy-extensions==1.1.0 \
     --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505
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 numpy==2.5.2 \
     --hash=sha256:07d4e89f3a9ab0a9ba24264ccdb642b3dd951b2281e8883a5481a4aa79cc31a7
+opentelemetry-api==1.41.1 \
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 packaging==26.2 \
     --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
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 pathspec==1.1.1 \
     --hash=sha256:a00ce642f577bf7f473932318056212bc4f8bfdf53128c78bbd5af0b9b20b189
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 pillow==12.3.0 \
     --hash=sha256:fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5
+pipdeptree==3.1.0 \
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+platformdirs==4.10.0 \
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+    --hash=sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa
+prometheus-client==0.25.0 \
+    --hash=sha256:d5aec89e349a6ec230805d0df882f3807f74fd6c1a2fa86864e3c2279059fed1
+prompt-toolkit==3.0.52 \
+    --hash=sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955
+propcache==0.5.2 \
+    --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe
+protobuf==7.35.1 \
+    --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87
+psygnal==0.15.1 \
+    --hash=sha256:4221140e633e45b076953c64bcb9b41a744833527f9a037c1ca98bc270798cbf
+ptpython==3.0.32 \
+    --hash=sha256:16435d323e5fc0a685d5f4dc5bb4494fb68ac68736689cd1247e1eda9369b616
+ptyprocess==0.7.0 \
+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35
+pure-eval==0.2.3 \
+    --hash=sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0
+pyasn1==0.6.3 \
+    --hash=sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde
+pyasn1-modules==0.4.2 \
+    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a
+pybind11==3.0.4 \
+    --hash=sha256:961720ee652da51d531b7b2451a6bd2bc042b0106e6d9baa48ecb7d58034ce63
+pycodestyle==2.14.0 \
+    --hash=sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d
 pycparser==3.0 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
+pydocstyle==6.3.0 \
+    --hash=sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019
+pydot==4.0.1 \
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+pyflakes==3.4.0 \
+    --hash=sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f
+pygments==2.19.2 \
+    --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
+pyjwt==2.10.1 \
+    --hash=sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb
+pylint==4.0.6 \
+    --hash=sha256:d11a0e1fdb7b1cd46ec5d6fc78fee8b95f28695b2d6140e5809925f61e32ea54
+pylint-venv==3.0.4 \
+    --hash=sha256:31006a3df398f58f962c9e5620e756b284e8b2bc490594ce5ee5da41920cb32c
+pyomo==6.10.1 \
+    --hash=sha256:7a81b5301d4c0389809c1afd12311d23db04522341566332229d8ce4226bccb1
+pypandoc==1.15 \
+    --hash=sha256:4ededcc76c8770f27aaca6dff47724578428eca84212a31479403a9731fc2b16
+pyparsing==3.3.2 \
+    --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d
+pypdf==6.10.2 \
+    --hash=sha256:aa53be9826655b51c96741e5d7983ca224d898ac0a77896e64636810517624aa
+pyperclip==1.11.0 \
+    --hash=sha256:299403e9ff44581cb9ba2ffeed69c7aa96a008622ad0c46cb575ca75b5b84273
 pyproject-hooks==1.2.0 \
     --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+pyserial==3.5 \
+    --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
+pysocks==1.7.1 \
+    --hash=sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
+pytest==9.0.3 \
+    --hash=sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9
+python-barcode==0.16.1 \
+    --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+python-dotenv==1.2.2 \
+    --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a
+python-json-logger==4.1.0 \
+    --hash=sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2
+python-multipart==0.0.32 \
+    --hash=sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23
+python-slugify==8.0.4 \
+    --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
+pytokens==0.4.1 \
+    --hash=sha256:26cef14744a8385f35d0e095dc8b3a7583f6c953c2e3d269c7f82484bf5ad2de
+pytoolconfig==1.3.1 \
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+pyuca==1.2 \
+    --hash=sha256:abaa12e1bd2c7c68ca8396ff8383bc0654a739cef3ae68fd7af58bf29af0a91e
+pyusb==1.3.1 \
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+pyvisa==1.15.0 \
+    --hash=sha256:e3ac8d9e863fbdbbe7e6d4d91401bceb7914d1c4a558a89b2cc755789f1e8309
+pyviz-comms==3.0.6 \
+    --hash=sha256:4eba6238cd4a7f4add2d11879ce55411785b7d38a7c5dba42c7a0826ca53e6c2
 pywin32==312 \
     --hash=sha256:c2f03a0f73f804a13c2735b99392b0cd426bb4f2c4d0178e5ac966a0f21618d5
+qrcode==8.2 \
+    --hash=sha256:16e64e0716c14960108e85d853062c9e8bba5ca8252c0b4d0231b9df4060ff4f
+referencing==0.37.0 \
+    --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231
+reportlab==5.0.0 \
+    --hash=sha256:9d5a3affa84919e1111ede580031266a570e93b1ce388219621347965ff1d93c
+requests==2.34.2 \
+    --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0
+requests-toolbelt==1.0.0 \
+    --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
+rfc3339-validator==0.1.4 \
+    --hash=sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa
+rfc3986==2.0.0 \
+    --hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd
+rfc3986-validator==0.1.1 \
+    --hash=sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9
+rich==15.0.0 \
+    --hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb
+roman-numerals==4.1.0 \
+    --hash=sha256:647ba99caddc2cc1e55a51e4360689115551bf4476d90e8162cf8c345fe233c7
+rope==1.14.0 \
+    --hash=sha256:00a7ea8c0c376fc0b053b2f2f8ef3bfb8b50fecf1ebf3eb80e4f8bd7f1941918
+rpds-py==2026.6.3 \
+    --hash=sha256:67e3a721ffc5d8d2210d3671872298c4a84e4b8035cfe42ffd7cde35d772b146
+rsa==4.9.1 \
+    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762
+rtree==1.4.1 \
+    --hash=sha256:efe125f416fd27150197ab8521158662943a40f87acab8028a1aac4ad667a489
+ruff==0.16.1 \
+    --hash=sha256:09b05e8b90c2cb06ad63464350e7a45e8e44a2dfe52072ebfba6666ca8d3f596
+rx==3.2.0 \
+    --hash=sha256:922c5f4edb3aa1beaa47bf61d65d5380011ff6adcd527f26377d05cb73ed8ec8
+scramp==1.4.8 \
+    --hash=sha256:87c2f15976845a2872fe5490a06097f0d01813cceb53774ea168c911f2ad025c
+send2trash==2.1.0 \
+    --hash=sha256:0da2f112e6d6bb22de6aa6daa7e144831a4febf2a87261451c4ad849fe9a873c
 setuptools==83.0.0 \
     --hash=sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3
+shellingham==1.5.4 \
+    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686
+simpy==4.1.1 \
+    --hash=sha256:7c5ae380240fd2238671160e4830956f8055830a8317edf5c05e495b3823cd88
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274
+smmap==5.0.3 \
+    --hash=sha256:c106e05d5a61449cf6ba9a1e650227ecfb141590d2a98412103ff35d89fc7b2f
+sniffio==1.3.1 \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2
+snowballstemmer==3.1.1 \
+    --hash=sha256:7e207fa178741da09cdee59d3ecec3827ad5f92b1fc5c9ff3755b639f71f5752
+sortedcontainers==2.4.0 \
+    --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
+sounddevice==0.5.5 \
+    --hash=sha256:cfc6b2c49fb7f555591c78cb8ecf48d6a637fd5b6e1db5fec6ed9365d64b3519
+soundfile==0.13.1 \
+    --hash=sha256:1e70a05a0626524a69e9f0f4dd2ec174b4e9567f4d8b6c11d38b5c289be36ee9
+soupsieve==2.8.3 \
+    --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95
+sqlalchemy==2.0.51 \
+    --hash=sha256:bb024d8b621d0be75f4f44ecc7c950450026e76d66dc8f791bb5331d7fed59d5
 sqlite-bro==1.3.2 \
     --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
+sqlite-fts4==1.0.3 \
+    --hash=sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f
+sqlite-utils==4.1.1 \
+    --hash=sha256:b52fd3d58b2778aacb35a074323aac49a924a323f98ee74027e590b08d1e6f32
+sqlparse==0.5.5 \
+    --hash=sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba
+squarify==0.4.4 \
+    --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
+sse-starlette==3.4.4 \
+    --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973
+stack-data==0.6.3 \
+    --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
+starlette==1.3.1 \
+    --hash=sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6
+sympy==1.14.0 \
+    --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5
+tabulate==0.10.0 \
+    --hash=sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3
+tenacity==9.1.4 \
+    --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55
+termcolor==3.3.0 \
+    --hash=sha256:cf642efadaf0a8ebbbf4bc7a31cec2f9b5f21a9f726f4ccbb08192c9c26f43a5
+text-unidecode==1.3 \
+    --hash=sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8
+textdistance==4.6.3 \
+    --hash=sha256:0cb1b2cc8e3339ddc3e0f8c870e49fb49de6ecc42a718917308b3c971f34aa56
+threadpoolctl==3.6.0 \
+    --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb
+three-merge==0.1.1 \
+    --hash=sha256:dd219f4696aa0bbec6099ac3528b4de0450ff9bde862dd8f6d6f52e745f83464
+tifffile==2026.4.11 \
+    --hash=sha256:9b94ffeddb39e97601af646345e8808f885773de01b299e480ed6d3a41509ec9
+tinycss2==1.4.0 \
+    --hash=sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b
+tomli-w==1.2.0 \
+    --hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90
+tomlkit==0.15.0 \
+    --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738
+toolz==1.1.0 \
+    --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tqdm==4.67.3 \
+    --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
+traitlets==5.14.3 \
+    --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
+traittypes==0.2.3 \
+    --hash=sha256:49016082ce740d6556d9bb4672ee2d899cd14f9365f17cbb79d5d96b47096d4e
+trio==0.33.0 \
+    --hash=sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b
+trove-classifiers==2026.1.14.14 \
+    --hash=sha256:1f9553927f18d0513d8e5ff80ab8980b8202ce37ecae0e3274ed2ef11880e74d
+typer==0.25.1 \
+    --hash=sha256:75caa44ed46a03fb2dab8808753ffacdbfea88495e74c85a28c5eefcf5f39c89
+types-requests==2.33.0.20260712 \
+    --hash=sha256:de027e28c171d3da529689cbfa023b0b4eab188c8dfa22fd834eebd2cee6e7bb
 typing-extensions==4.16.0 \
     --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8
+typing-inspection==0.4.2 \
+    --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+tzdata==2025.3 \
+    --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1
+tzlocal==5.3.1 \
+    --hash=sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d
+uncertainties==3.2.3 \
+    --hash=sha256:313353900d8f88b283c9bad81e7d2b2d3d4bcc330cbace35403faaed7e78890a
+uri-template==1.3.0 \
+    --hash=sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363
+urllib3==2.7.0 \
+    --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
+uvicorn==0.51.0 \
+    --hash=sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b
+waitress==3.0.2 \
+    --hash=sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e
+watchdog==6.0.0 \
+    --hash=sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680
+wcwidth==0.7.0 \
+    --hash=sha256:5d69154c429a82910e241c738cd0e2976fac8a2dd47a1a805f4afed1c0f136f2
+webcolors==25.10.0 \
+    --hash=sha256:032c727334856fc0b968f63daa252a1ac93d33db2f5267756623c210e57a4f1d
+webencodings==0.5.1 \
+    --hash=sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78
+websocket-client==1.9.0 \
+    --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef
+websockets==15.0.1 \
+    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f
+whatthepatch==1.0.7 \
+    --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
 wppm==17.10.20260808 \
     --hash=sha256:18df2d9fa2ae37081341edbb566476c8ab763663dd6ddad143343ca84f32b6dd
+wsproto==1.3.2 \
+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e

From 70049e4be8b989cb74601c8833b82b97d7940e32 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Tue, 11 Aug 2026 15:43:59 +0200
Subject: [PATCH 142/157] bigger 3.15 slim (297 packages)

---
 .../pylock.64-3_15_0_4slimb3.toml             | 253 ++++++++++++++++++
 .../requir.64-3_15_0_4slimb3.txt              |  46 ++++
 2 files changed, 299 insertions(+)

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
index 98d436d2..41dd3702 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimb3.toml
@@ -122,6 +122,28 @@ url = "https://files.pythonhosted.org/packages/74/f5/9373290775639cb67a2fce7f629
 [packages.wheels.hashes]
 sha256 = "f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce"
 
+[[packages]]
+name = "argon2-cffi"
+version = "25.1.0"
+
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 sha256 = "d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762"
 
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+
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+url = "https://files.pythonhosted.org/packages/73/88/1ce287ef8649dc51365b5094bd3713b76454838140a32ab4f8349973883c/nh3-0.3.3-cp38-abi3-win_amd64.whl"
+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
index 81182094..000055db 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimb3.txt
@@ -20,6 +20,10 @@ appdirs==1.4.4 \
     --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128
 argcomplete==3.6.3 \
     --hash=sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce
+argon2-cffi==25.1.0 \
+    --hash=sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741
+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
 array-api-compat==1.15.0 \
     --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
 arrow==1.4.0 \
@@ -40,14 +44,20 @@ asttokens==3.0.1 \
     --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
 async-lru==2.3.0 \
     --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.23.1 \
+    --hash=sha256:f68e55476d41253d785bcac9a90834ae5fdea0f417bd6d7182608bda248de88e
 attrs==26.1.0 \
     --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
 azure-core==1.39.0 \
     --hash=sha256:4ac7b70fab5438c3f68770649a78daf97833caa83827f91df9c14e0e0ea7d34f
 azure-cosmos==4.16.1 \
     --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
 babel==2.18.0 \
     --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
 beautifulsoup4==4.14.3 \
     --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
 binaryornot==0.4.4 \
@@ -80,8 +90,12 @@ colorama==0.4.6 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
 colorlog==6.10.1 \
     --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
+cryptography==46.0.7 \
+    --hash=sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b
 cython==3.3.0a1 \
     --hash=sha256:bcd6d1d6a1ae6b9abdedb83f113999eed4381878be6deb99e03281af9d74b7a6
+deap==1.4.4 \
+    --hash=sha256:06c2fcf2e9f870da035c1372c9156ee817c2c31659ee70aae2dcc0849d2c8c49
 defusedxml==0.7.1 \
     --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
 diff-match-patch==20241021 \
@@ -134,6 +148,8 @@ gitdb==4.0.12 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
 gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
+google-auth==2.48.0 \
+    --hash=sha256:2e2a537873d449434252a9632c28bfc268b0adb1e53f9fb62afc5333a975903f
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.6 \
@@ -150,6 +166,8 @@ h2==4.3.0 \
     --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd
 hatchling==1.31.0 \
     --hash=sha256:aac80bec8b6fe35e8480f1c335be8910fa210a0e6f735a139be205dadcacb544
+hf-xet==1.6.0 \
+    --hash=sha256:fb4fadde1b2b70bf4c0c14a6dccbe7194b1c28947fefd5bbe3fed9d940676c3b
 hpack==4.1.0 \
     --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496
 html5lib==1.1 \
@@ -228,10 +246,16 @@ mercantile==1.2.1 \
     --hash=sha256:30f457a73ee88261aab787b7069d85961a5703bb09dc57a170190bc042cd023f
 mistune==3.2.1 \
     --hash=sha256:78cdb0ba5e938053ccf63651b352508d2efa9411dc8810bfb05f2dc5140c0048
+moocore==0.2.0 \
+    --hash=sha256:ea057409731e73dbc4ba4214cbf7747309695b01314f8786678b758cc9c561c4
 more-itertools==11.1.0 \
     --hash=sha256:4b65538ae22f6fed0ce4874efd317463a7489796a0939fa66824dd542125a192
 mpmath==1.3.0 \
     --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c
+msal==1.36.0 \
+    --hash=sha256:36ecac30e2ff4322d956029aabce3c82301c29f0acb1ad89b94edcabb0e58ec4
+msal-extensions==1.3.1 \
+    --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca
 multidict==6.7.1 \
     --hash=sha256:55d97cc6dae627efa6a6e548885712d4864b81110ac76fa4e534c03819fa4a56
 mypy==2.3.0 \
@@ -246,8 +270,12 @@ nest-asyncio==1.6.0 \
     --hash=sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c
 networkx==3.6.1 \
     --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762
+nh3==0.3.3 \
+    --hash=sha256:2efd17c0355d04d39e6d79122b42662277ac10a17ea48831d90b46e5ef7e4fc0
 numpy==2.5.2 \
     --hash=sha256:07d4e89f3a9ab0a9ba24264ccdb642b3dd951b2281e8883a5481a4aa79cc31a7
+opencv-python==5.0.0.93 \
+    --hash=sha256:f90ba04b8f73bc5c3814037699739f0156f597338a98f05956c684e7c3ca10d2
 opentelemetry-api==1.41.1 \
     --hash=sha256:a22df900e75c76dc08440710e51f52f1aa6b451b429298896023e60db5b3139f
 opentelemetry-semantic-conventions==0.62b1 \
@@ -286,6 +314,10 @@ plotly==6.9.0 \
     --hash=sha256:36bebe2f1bb13884774fe61689c329071446f6ce4a8927fb1f0d6fb24f581236
 pluggy==1.6.0 \
     --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
+polars==1.43.2 \
+    --hash=sha256:22aa0cb92a1ee2d60d6a15a638b2e8e0dd99aea21ac0cd8fb29da8e382e075a9
+polars-runtime-32==1.43.2 \
+    --hash=sha256:00e33c28e321410c8d66e814a90043101e3bdd9ed2c6dabda07565aa8adbbdf1
 priority==2.0.0 \
     --hash=sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa
 prometheus-client==0.25.0 \
@@ -296,6 +328,8 @@ propcache==0.5.2 \
     --hash=sha256:be1ddfcbb376e3de5d2e2db1d58d6d67463e6b4f9f040c000de8e300295465fe
 protobuf==7.35.1 \
     --hash=sha256:230a75ddfc2de4806e56696ce9640c1cdfdb6543b7cfce98d42a4c0a0e7bdb87
+psutil==7.2.1 \
+    --hash=sha256:b1b0671619343aa71c20ff9767eced0483e4fc9e1f489d50923738caf6a03c17
 psygnal==0.15.1 \
     --hash=sha256:4221140e633e45b076953c64bcb9b41a744833527f9a037c1ca98bc270798cbf
 ptpython==3.0.32 \
@@ -328,6 +362,8 @@ pylint==4.0.6 \
     --hash=sha256:d11a0e1fdb7b1cd46ec5d6fc78fee8b95f28695b2d6140e5809925f61e32ea54
 pylint-venv==3.0.4 \
     --hash=sha256:31006a3df398f58f962c9e5620e756b284e8b2bc490594ce5ee5da41920cb32c
+pynacl==1.6.2 \
+    --hash=sha256:62985f233210dee6548c223301b6c25440852e13d59a8b81490203c3227c5ba0
 pyomo==6.10.1 \
     --hash=sha256:7a81b5301d4c0389809c1afd12311d23db04522341566332229d8ce4226bccb1
 pypandoc==1.15 \
@@ -344,6 +380,8 @@ pyserial==3.5 \
     --hash=sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0
 pysocks==1.7.1 \
     --hash=sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5
+pyspnego==0.12.0 \
+    --hash=sha256:84cc8dae6ad21e04b37c50c1d3c743f05f193e39498f6010cc68ec1146afd007
 pytest==9.0.3 \
     --hash=sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9
 python-barcode==0.16.1 \
@@ -372,6 +410,8 @@ pyviz-comms==3.0.6 \
     --hash=sha256:4eba6238cd4a7f4add2d11879ce55411785b7d38a7c5dba42c7a0826ca53e6c2
 pywin32==312 \
     --hash=sha256:c2f03a0f73f804a13c2735b99392b0cd426bb4f2c4d0178e5ac966a0f21618d5
+pyzmq==27.1.0 \
+    --hash=sha256:9ce490cf1d2ca2ad84733aa1d69ce6855372cb5ce9223802450c9b2a7cba0ccf
 qrcode==8.2 \
     --hash=sha256:16e64e0716c14960108e85d853062c9e8bba5ca8252c0b4d0231b9df4060ff4f
 referencing==0.37.0 \
@@ -380,6 +420,8 @@ reportlab==5.0.0 \
     --hash=sha256:9d5a3affa84919e1111ede580031266a570e93b1ce388219621347965ff1d93c
 requests==2.34.2 \
     --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0
+requests-ntlm==1.3.0 \
+    --hash=sha256:4c7534a7d0e482bb0928531d621be4b2c74ace437e88c5a357ceb7452d25a510
 requests-toolbelt==1.0.0 \
     --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
 rfc3339-validator==0.1.4 \
@@ -444,6 +486,8 @@ squarify==0.4.4 \
     --hash=sha256:d7597724e29d48aa14fd2f551060d6b09e1f0a67e4cd3ea329fe03b4c9a56f11
 sse-starlette==3.4.4 \
     --hash=sha256:3f4dd50d8aed2771a091f3a83000323fc3844541c16b4fe585ae2420cc6df973
+sspilib==0.5.0 \
+    --hash=sha256:ca2a21a4e90db563c2cec639c66b3a29ea53129a0c55ff1e4154a02937f6bd45
 stack-data==0.6.3 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
 starlette==1.3.1 \
@@ -476,6 +520,8 @@ tomlkit==0.15.0 \
     --hash=sha256:4dbc8f0fc024412b57ced8757ac7461305126a648ff8c2c807fcb8e133a78738
 toolz==1.1.0 \
     --hash=sha256:15ccc861ac51c53696de0a5d6d4607f99c210739caf987b5d2054f3efed429d8
+tornado==6.5.7 \
+    --hash=sha256:de942f843533a039ef9fa3d9c88c7cd8a7c94553fb5ad0154270989b3d99a2c4
 tqdm==4.67.3 \
     --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf
 traitlets==5.14.3 \

From d9a73014e15c39e51767b1a44d28560acafc9d25 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 12 Aug 2026 16:54:50 +0200
Subject: [PATCH 143/157] single mandatory_requirements and constraints,
 overridable per build

Both are read from [[builds]] now, with the files beside the script as
default, and a missing declared file raises instead of being skipped.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 build_winpython_meta.py                | 20 ++++++++++++++++++--
 generate_a_winpython_distropy_meta.bat |  2 +-
 winpython_builds_bd13.toml             |  6 +++---
 winpython_builds_bd14.toml             | 10 +++++-----
 winpython_builds_bd15.toml             |  8 ++++----
 5 files changed, 31 insertions(+), 15 deletions(-)

diff --git a/build_winpython_meta.py b/build_winpython_meta.py
index 71a007bb..a5253ee0 100644
--- a/build_winpython_meta.py
+++ b/build_winpython_meta.py
@@ -13,6 +13,19 @@ def load_builds(config_file):
     python_versions = config.get("pythons", {})
     return builds, python_versions
 
+def declared_file(build, key, default):
+    """Path named by the build for `key`, else `default`.
+
+    A path a build spells out must exist: pip_install() skips a missing
+    requirements file without failing, which would drop the packages silently.
+    """
+    declared = build.get(key)
+    if declared is None:
+        return str(default)
+    if not Path(declared).exists():
+        raise FileNotFoundError(f"build {build['name']!r} sets {key} = {declared!r}, which does not exist")
+    return str(declared)
+
 def run_build(build, python_versions):
     print(f"\n=== Building WinPython: {build['name']} ===")
     print(build)
@@ -37,8 +50,11 @@ def run_build(build, python_versions):
     my_python_target_release = vinfo.get("python_target_release", "")
     my_release = vinfo.get("release", "")
     my_release_level = vinfo.get("my_release_level", "b0")
-    mandatory_requirements = vinfo.get("mandatory_requirements", os.path.join(os.getcwd(), "mandatory_requirements.txt"))
-    my_constraints = build.get("my_constraints", r"C:\WinP\constraints.txt")
+    # A build may name its own file for a specific problem; otherwise the one
+    # shipped beside this script is used.
+    here = Path(__file__).parent
+    mandatory_requirements = declared_file(build, "mandatory_requirements", here / "mandatory_requirements.txt")
+    my_constraints = declared_file(build, "constraints", here / "constraints.txt")
 
     # Build directory logic
     my_basedir = f"{root_dir_for_builds}\\bd{my_python_target}"
diff --git a/generate_a_winpython_distropy_meta.bat b/generate_a_winpython_distropy_meta.bat
index e796b2d9..c13a2bf4 100644
--- a/generate_a_winpython_distropy_meta.bat
+++ b/generate_a_winpython_distropy_meta.bat
@@ -1,2 +1,2 @@
 cd /D %~dp0
-call "C:\WinPdev\WPy64-310111\python-3.10.11.amd64\python.exe" %~dp0\build_winpython_meta.py %1
+call "C:\WinPdev\WPy64-31190\python-3.11.9.amd64\python.exe" %~dp0\build_winpython_meta.py %1
diff --git a/winpython_builds_bd13.toml b/winpython_builds_bd13.toml
index a4609bea..1787106b 100644
--- a/winpython_builds_bd13.toml
+++ b/winpython_builds_bd13.toml
@@ -11,7 +11,7 @@ flavor = "dot"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd313\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -28,7 +28,7 @@ flavor = "slim"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd313\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\requirements64_slim.txt"
 source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -45,7 +45,7 @@ flavor = "whl"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd313\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
diff --git a/winpython_builds_bd14.toml b/winpython_builds_bd14.toml
index 6731e400..86d507a2 100644
--- a/winpython_builds_bd14.toml
+++ b/winpython_builds_bd14.toml
@@ -12,7 +12,7 @@ flavor = "dot"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -28,7 +28,7 @@ flavor = "dotf"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -48,7 +48,7 @@ arch = "64"
 create_installer = "none"
 # create_installer = ".7z-mx7"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\requirements_slim.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -67,7 +67,7 @@ arch = "64"
 bytecode = "none"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\requirements_slimf.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -84,7 +84,7 @@ flavor = "whl"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd314\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
index ca9149dd..bc099eaf 100644
--- a/winpython_builds_bd15.toml
+++ b/winpython_builds_bd15.toml
@@ -12,7 +12,7 @@ flavor = "dot"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -29,7 +29,7 @@ flavor = "dotf"
 arch = "64"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -48,7 +48,7 @@ arch = "64"
 # bytecode = "none"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\requirements_slim.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
@@ -67,7 +67,7 @@ arch = "64"
 # bytecode = "none"
 create_installer = "None"
 preclear_build_directory = "Yes"
-mandatory_requirements = "C:\\Winp\\bd315\\mandatory_requirements.txt"
+mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\requirements_slimf.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"

From b4e68dfda9485964d7b23585abee80b187d583e2 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Wed, 12 Aug 2026 17:05:35 +0200
Subject: [PATCH 144/157] drop build keys nothing reads

install_options, preclear_build_directory and pyver were set on every
build and used by none: pip flags are fixed in pip_install, the build
directory is always cleared, and python_target already gives the version.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 build_winpython_meta.py    |  2 --
 winpython_builds_bd13.toml |  9 ---------
 winpython_builds_bd14.toml | 15 ---------------
 winpython_builds_bd15.toml | 12 ------------
 4 files changed, 38 deletions(-)

diff --git a/build_winpython_meta.py b/build_winpython_meta.py
index a5253ee0..611dbf3b 100644
--- a/build_winpython_meta.py
+++ b/build_winpython_meta.py
@@ -39,7 +39,6 @@ def run_build(build, python_versions):
     my_source_dirs = build.get("source_dirs", "")
     my_find_links = build.get("find_links", "")
     my_toolsdirs = build.get("toolsdirs", "")
-    #my_install_options = build.get("install_options", "")
     wheelhousereq = build.get("wheelhousereq", "")
     # "pip" (default, what ships) | "none" | "parallel" | "parallel-N"
     my_bytecode = build.get("bytecode", "pip")
@@ -88,7 +87,6 @@ def run_build(build, python_versions):
         "--wheelhousereq", wheelhousereq,
         "--bytecode", my_bytecode,
         "--create-installer", my_create_installer,
-        #"--install-options", env["my_install_options"],
     ]
 
     print("Running build command:")
diff --git a/winpython_builds_bd13.toml b/winpython_builds_bd13.toml
index 1787106b..8c3fc047 100644
--- a/winpython_builds_bd13.toml
+++ b/winpython_builds_bd13.toml
@@ -6,49 +6,40 @@
 name = "dot"
 root_dir_for_builds = "C:\\Winp"
 python_target = "313"
-pyver = "3.13"
 flavor = "dot"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 [[builds]]
 name = "slim"
 root_dir_for_builds = "C:\\Winp"
 python_target = "313"
-pyver = "3.13"
 flavor = "slim"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\requirements64_slim.txt"
 source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-install_options = "--no-index --pre --trusted-host=None --upgrade" 
 
 
 [[builds-nomore]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "313"
-pyver = "3.13"
 flavor = "whl"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 wheelhousereq = "C:\\Winp\\bd313\\requirements64_whl.txt"
diff --git a/winpython_builds_bd14.toml b/winpython_builds_bd14.toml
index 86d507a2..5b86d6c8 100644
--- a/winpython_builds_bd14.toml
+++ b/winpython_builds_bd14.toml
@@ -7,33 +7,27 @@
 name = "dot"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
-pyver = "3.14"
 flavor = "dot"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 [[builds]]
 name = "dotf"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
-pyver = "3.14"
 flavor = "dotf"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 
@@ -41,19 +35,16 @@ install_options = "--no-index --pre --trusted-host=None --upgrade"
 name = "slim"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
-pyver = "3.14"
 flavor = "slim"
 arch = "64"
 # bytecode = "none"
 create_installer = "none"
 # create_installer = ".7z-mx7"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\requirements_slim.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 
@@ -61,33 +52,27 @@ install_options = "--no-index --pre --trusted-host=None --upgrade"
 name = "slimf"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
-pyver = "3.14"
 flavor = "slimf"
 arch = "64"
 bytecode = "none"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\requirements_slimf.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 [[builds-nomore]]
 name = "whl"
 root_dir_for_builds = "C:\\Winp"
 python_target = "314"
-pyver = "3.14"
 flavor = "whl"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 wheelhousereq = "C:\\Winp\\bd314\\requirements_whl.txt"
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
index bc099eaf..1704bd14 100644
--- a/winpython_builds_bd15.toml
+++ b/winpython_builds_bd15.toml
@@ -7,34 +7,28 @@
 name = "dot"
 root_dir_for_builds = "C:\\Winp"
 python_target = "315"
-pyver = "3.15"
 flavor = "dot"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 [[builds]]
 name = "dotf"
 root_dir_for_builds = "C:\\Winp"
 python_target = "315"
-pyver = "3.15"
 flavor = "dotf"
 arch = "64"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 
@@ -42,18 +36,15 @@ install_options = "--no-index --pre --trusted-host=None --upgrade"
 name = "slim"
 root_dir_for_builds = "C:\\Winp"
 python_target = "315"
-pyver = "3.15"
 flavor = "slim"
 arch = "64"
 # bytecode = "none"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\requirements_slim.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 
 
 
@@ -61,16 +52,13 @@ install_options = "--no-index --pre --trusted-host=None --upgrade"
 name = "slimf"
 root_dir_for_builds = "C:\\Winp"
 python_target = "315"
-pyver = "3.15"
 flavor = "slimf"
 arch = "64"
 # bytecode = "none"
 create_installer = "None"
-preclear_build_directory = "Yes"
 mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
 requirements = "C:\\Winp\\bd315\\requirements_slimf.txt"
 source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
 find_links = "C:\\Winp\\packages.srcreq"
 toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-install_options = "--no-index --pre --trusted-host=None --upgrade"
 

From 35bd8ac645a7f05dad7ef205ffcc90f7fe6aca7f Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 15:48:57 +0200
Subject: [PATCH 145/157] one builds toml for every python

A build is a (python, flavor) pair; requirements, source_dirs and
toolsdirs are derived from it. A python names its own file only when it
differs, in [pythons."3XX".overrides.<flavor>]. Selection moves to the
command line: <toml> [315 | 315:slim | :slimf ...] [--dry-run].

Missing requirements and wheelhousereq now raise, like the other two.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 build_winpython_meta.py                | 91 ++++++++++++++++++------
 generate_a_winpython_distropy_meta.bat |  3 +-
 winpython_builds.toml                  | 95 ++++++++++++++++++++++++++
 winpython_builds_bd13.toml             | 45 ------------
 winpython_builds_bd14.toml             | 78 ---------------------
 winpython_builds_bd15.toml             | 64 -----------------
 6 files changed, 168 insertions(+), 208 deletions(-)
 create mode 100644 winpython_builds.toml
 delete mode 100644 winpython_builds_bd13.toml
 delete mode 100644 winpython_builds_bd14.toml
 delete mode 100644 winpython_builds_bd15.toml

diff --git a/build_winpython_meta.py b/build_winpython_meta.py
index 611dbf3b..e90bfb74 100644
--- a/build_winpython_meta.py
+++ b/build_winpython_meta.py
@@ -6,28 +6,76 @@
 import subprocess
 from pathlib import Path
 
+# Flavor paths are names, not full paths: these say what they hang from.
+UNDER_BASEDIR = ("requirements", "source_dirs", "wheelhousereq")
+UNDER_ROOT = ("toolsdirs",)
+
 def load_builds(config_file):
     with open(config_file, "rb") as f:
         config = tomllib.load(f)
-    builds = config["builds"]
     python_versions = config.get("pythons", {})
+    # A file may still spell out one [[builds]] block per build; otherwise the
+    # builds are the (python, flavor) pairs [pythons] asks for.
+    builds = config["builds"] if "builds" in config else expand_builds(config)
     return builds, python_versions
 
-def declared_file(build, key, default):
-    """Path named by the build for `key`, else `default`.
+def expand_builds(config):
+    """One build per flavor listed by each [pythons."3XX"], paths derived.
 
-    A path a build spells out must exist: pip_install() skips a missing
-    requirements file without failing, which would drop the packages silently.
+    A flavor names its files relative to the build directory, so a new Python
+    minor is one [pythons] block. Where a Python needs its own file - a
+    requirements list under another name, say - [pythons."3XX".overrides.flavor]
+    replaces that flavor's entries for that Python alone.
     """
+    defaults = config.get("defaults", {})
+    flavors = config.get("flavors", {})
+    builds = []
+    for target, vinfo in config.get("pythons", {}).items():
+        root = Path(vinfo.get("root_dir_for_builds", defaults.get("root_dir_for_builds", "")))
+        basedir = root / f"bd{target}"
+        overrides = vinfo.get("overrides", {})
+        for flavor in vinfo.get("builds", []):
+            if flavor not in flavors:
+                raise KeyError(f"python {target} builds {flavor!r}, which has no [flavors.{flavor}]")
+            build = {**defaults, "name": flavor, "python_target": target, "flavor": flavor}
+            for key, value in {**flavors[flavor], **overrides.get(flavor, {})}.items():
+                if key in UNDER_BASEDIR:
+                    value = str(basedir / value)
+                elif key in UNDER_ROOT:
+                    value = str(root / value)
+                build[key] = value
+            builds.append(build)
+    return builds
+
+def select_builds(builds, wanted):
+    """Builds asked for on the command line: "315", "315:slim", ":slim"."""
+    if not wanted:
+        return builds
+    kept = []
+    for spec in wanted:
+        target, _, flavor = spec.partition(":")
+        matching = [b for b in builds
+                    if (not target or b["python_target"] == target)
+                    and (not flavor or b["flavor"] == flavor)]
+        if not matching:
+            raise SystemExit(f"no build matches {spec!r}")
+        kept += [b for b in matching if b not in kept]
+    return kept
+
+def must_exist(path, build, key):
+    """pip_install() skips a missing requirements file without failing, which
+    would drop those packages silently. Say so instead."""
+    if path and not Path(path).exists():
+        raise FileNotFoundError(f"build {build['name']!r} needs {key} = {path!r}, which does not exist")
+    return path
+
+def declared_file(build, key, default):
+    """Path named by the build for `key`, else `default`."""
     declared = build.get(key)
-    if declared is None:
-        return str(default)
-    if not Path(declared).exists():
-        raise FileNotFoundError(f"build {build['name']!r} sets {key} = {declared!r}, which does not exist")
-    return str(declared)
-
-def run_build(build, python_versions):
-    print(f"\n=== Building WinPython: {build['name']} ===")
+    return str(default) if declared is None else must_exist(str(declared), build, key)
+
+def run_build(build, python_versions, dry_run=False):
+    print(f"\n=== Building WinPython: {build['python_target']} {build['name']} ===")
     print(build)
 
     root_dir_for_builds = build["root_dir_for_builds"]
@@ -35,11 +83,11 @@ def run_build(build, python_versions):
     my_flavor = build["flavor"]
     my_arch = str(build["arch"])
     my_create_installer = build.get("create_installer", "True")
-    my_requirements = build.get("requirements", "")
+    my_requirements = must_exist(build.get("requirements", ""), build, "requirements")
     my_source_dirs = build.get("source_dirs", "")
     my_find_links = build.get("find_links", "")
     my_toolsdirs = build.get("toolsdirs", "")
-    wheelhousereq = build.get("wheelhousereq", "")
+    wheelhousereq = must_exist(build.get("wheelhousereq", ""), build, "wheelhousereq")
     # "pip" (default, what ships) | "none" | "parallel" | "parallel-N"
     my_bytecode = build.get("bytecode", "pip")
 
@@ -89,15 +137,18 @@ def run_build(build, python_versions):
         "--create-installer", my_create_installer,
     ]
 
-    print("Running build command:")
+    print("Dry run, build command:" if dry_run else "Running build command:")
     print(" ".join(build_cmd))
-    subprocess.run(build_cmd, cwd=os.getcwd(), check=False)
+    if not dry_run:
+        subprocess.run(build_cmd, check=False)
 
 def main():
-    config_file = sys.argv[1] if len(sys.argv) > 1 else "winpython_buildsNOT.toml"
+    args = [a for a in sys.argv[1:] if a != "--dry-run"]
+    dry_run = len(args) != len(sys.argv) - 1
+    config_file = args[0] if args else "winpython_builds.toml"
     builds, python_versions = load_builds(config_file)
-    for build in builds:
-        run_build(build, python_versions)
+    for build in select_builds(builds, args[1:]):
+        run_build(build, python_versions, dry_run)
 
 if __name__ == "__main__":
     main()
diff --git a/generate_a_winpython_distropy_meta.bat b/generate_a_winpython_distropy_meta.bat
index c13a2bf4..6cfb9b0f 100644
--- a/generate_a_winpython_distropy_meta.bat
+++ b/generate_a_winpython_distropy_meta.bat
@@ -1,2 +1,3 @@
 cd /D %~dp0
-call "C:\WinPdev\WPy64-31190\python-3.11.9.amd64\python.exe" %~dp0\build_winpython_meta.py %1
+rem  <toml> [315 | 315:slim ...] [--dry-run]
+call "C:\WinPdev\WPy64-31190\python-3.11.9.amd64\python.exe" %~dp0\build_winpython_meta.py %*
diff --git a/winpython_builds.toml b/winpython_builds.toml
new file mode 100644
index 00000000..19f54415
--- /dev/null
+++ b/winpython_builds.toml
@@ -0,0 +1,95 @@
+# WinPython local builds - every Python minor in one file.
+#
+# A build is a (python, flavor) pair. Everything else is derived:
+#
+#     basedir       = {root_dir_for_builds}\bd{python}
+#     requirements  = {basedir}\{flavor requirements}
+#     source_dirs   = {basedir}\{flavor source_dirs}
+#     wheelhousereq = {basedir}\{flavor wheelhousereq}
+#     toolsdirs     = {root_dir_for_builds}\{flavor toolsdirs}
+#
+# so a new Python minor is one [pythons."3XX"] block, and its flavors are the
+# names listed in "builds".
+#
+# Requirement files may differ per Python: name them again in
+# [pythons."3XX".overrides.<flavor>], which replaces that flavor's entries for
+# that Python alone. Any other build key goes there too (bytecode, ...).
+#
+# Typical local build:
+#     generate_a_winpython_distropy_meta.bat winpython_builds.toml 315:slim
+#     generate_a_winpython_distropy_meta.bat winpython_builds.toml 315
+#     generate_a_winpython_distropy_meta.bat winpython_builds.toml
+#     ... --dry-run           prints the build commands instead of running them
+
+[defaults]
+root_dir_for_builds = "C:\\Winp"
+find_links = "C:\\Winp\\packages.srcreq"
+arch = "64"
+create_installer = "None"
+# mandatory_requirements.txt and constraints.txt come from beside this file
+# unless a build names its own.
+
+# ---- flavors: what makes a slim a slim --------------------------------------
+
+[flavors.dot]
+requirements = "dot_requirements.txt"
+source_dirs = "packages.win-amd64"
+toolsdirs = "bdTools\\Tools.dot"
+
+[flavors.dotf]
+requirements = "dot_requirements.txt"
+source_dirs = "packages.win-amd64t"
+toolsdirs = "bdTools\\Tools.dot"
+
+[flavors.slim]
+requirements = "requirements_slim.txt"
+source_dirs = "packages.win-amd64"
+toolsdirs = "bdTools\\tools64_pandoc_alone"
+
+[flavors.slimf]
+requirements = "requirements_slimf.txt"
+source_dirs = "packages.win-amd64t"
+toolsdirs = "bdTools\\tools64_pandoc_alone"
+
+# Not built at the moment: no python below lists it.
+[flavors.whl]
+requirements = "dot_requirements.txt"
+source_dirs = "packages.win-amd64"
+toolsdirs = "bdTools\\Tools.dot"
+wheelhousereq = "requirements_whl.txt"
+
+# ---- pythons: what gets built -----------------------------------------------
+
+[pythons."313"]
+python_target_release = "31315"
+release = "0"
+my_release_level = "b3"
+builds = ["dot", "slim"]
+
+# A Python that names a requirements file its own way says so here:
+# [pythons."313".overrides.slim]
+# requirements = "requirements64_slim.txt"
+
+[pythons."314"]
+python_target_release = "3147"
+release = "0"
+my_release_level = "b3"
+builds = ["dot", "dotf", "slim", "slimf"]
+
+[pythons."314".overrides.slimf]
+bytecode = "none"
+
+# [pythons."314".overrides.slim]
+# create_installer = ".7z-mx7"
+
+[pythons."315"]
+python_target_release = "3150"
+release = "4"
+my_release_level = "b3"
+builds = ["dot", "dotf", "slim", "slimf"]
+
+# [pythons."315".overrides.slim]
+# bytecode = "none"
+
+# [pythons."315".overrides.slimf]
+# bytecode = "none"
diff --git a/winpython_builds_bd13.toml b/winpython_builds_bd13.toml
deleted file mode 100644
index 8c3fc047..00000000
--- a/winpython_builds_bd13.toml
+++ /dev/null
@@ -1,45 +0,0 @@
-[pythons]
-"313" = { python_target_release = "31315", release = "0", my_release_level = "b3" }
-
-
-[[builds]]
-name = "dot"
-root_dir_for_builds = "C:\\Winp"
-python_target = "313"
-flavor = "dot"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
-source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-
-
-[[builds]]
-name = "slim"
-root_dir_for_builds = "C:\\Winp"
-python_target = "313"
-flavor = "slim"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd313\\requirements64_slim.txt"
-source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-
-
-[[builds-nomore]]
-name = "whl"
-root_dir_for_builds = "C:\\Winp"
-python_target = "313"
-flavor = "whl"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd313\\dot_requirements.txt"
-source_dirs = "C:\\Winp\\bd313\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-wheelhousereq = "C:\\Winp\\bd313\\requirements64_whl.txt"
diff --git a/winpython_builds_bd14.toml b/winpython_builds_bd14.toml
deleted file mode 100644
index 5b86d6c8..00000000
--- a/winpython_builds_bd14.toml
+++ /dev/null
@@ -1,78 +0,0 @@
-[pythons]
-"314" = { python_target_release = "3147", release = "0", my_release_level = "b3" }
-
-
-
-[[builds]]
-name = "dot"
-root_dir_for_builds = "C:\\Winp"
-python_target = "314"
-flavor = "dot"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
-source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-
-[[builds]]
-name = "dotf"
-root_dir_for_builds = "C:\\Winp"
-python_target = "314"
-flavor = "dotf"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
-source_dirs = "C:\\Winp\\bd314\\packages.win-amd64t"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-
-
-
-[[builds]]
-name = "slim"
-root_dir_for_builds = "C:\\Winp"
-python_target = "314"
-flavor = "slim"
-arch = "64"
-# bytecode = "none"
-create_installer = "none"
-# create_installer = ".7z-mx7"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd314\\requirements_slim.txt"
-source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-
-
-
-[[builds]]
-name = "slimf"
-root_dir_for_builds = "C:\\Winp"
-python_target = "314"
-flavor = "slimf"
-arch = "64"
-bytecode = "none"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd314\\requirements_slimf.txt"
-source_dirs = "C:\\Winp\\bd314\\packages.win-amd64t"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-
-
-[[builds-nomore]]
-name = "whl"
-root_dir_for_builds = "C:\\Winp"
-python_target = "314"
-flavor = "whl"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd314\\dot_requirements.txt"
-source_dirs = "C:\\Winp\\bd314\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-wheelhousereq = "C:\\Winp\\bd314\\requirements_whl.txt"
diff --git a/winpython_builds_bd15.toml b/winpython_builds_bd15.toml
deleted file mode 100644
index 1704bd14..00000000
--- a/winpython_builds_bd15.toml
+++ /dev/null
@@ -1,64 +0,0 @@
-[pythons]
-"315" = { python_target_release = "3150", release = "4", my_release_level = "b3" }
-
-
-
-[[builds]]
-name = "dot"
-root_dir_for_builds = "C:\\Winp"
-python_target = "315"
-flavor = "dot"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
-source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-
-
-[[builds]]
-name = "dotf"
-root_dir_for_builds = "C:\\Winp"
-python_target = "315"
-flavor = "dotf"
-arch = "64"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd315\\dot_requirements.txt"
-source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\Tools.dot"
-
-
-
-[[builds]]
-name = "slim"
-root_dir_for_builds = "C:\\Winp"
-python_target = "315"
-flavor = "slim"
-arch = "64"
-# bytecode = "none"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd315\\requirements_slim.txt"
-source_dirs = "C:\\Winp\\bd315\\packages.win-amd64"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-
-
-
-[[builds]]
-name = "slimf"
-root_dir_for_builds = "C:\\Winp"
-python_target = "315"
-flavor = "slimf"
-arch = "64"
-# bytecode = "none"
-create_installer = "None"
-mandatory_requirements = "C:\\Winp\\mandatory_requirements.txt"
-requirements = "C:\\Winp\\bd315\\requirements_slimf.txt"
-source_dirs = "C:\\Winp\\bd315\\packages.win-amd64t"
-find_links = "C:\\Winp\\packages.srcreq"
-toolsdirs = "C:\\Winp\\bdTools\\tools64_pandoc_alone"
-

From 416a5edc0fe276f8602450d59e8deeea255bda22 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 17:31:23 +0200
Subject: [PATCH 146/157] wppm --roots: keep only what nothing else pulls in

Given a requirements file, drop every entry another entry already brings
in, sort the rest, and comment out what went and why. Given no file, the
same question over what is installed. An optional dependency counts only
where its extra is asked for; a mutual pair keeps both members.

Reading a wheelhouse now skips an archive carrying no metadata instead
of losing the directory with it, and keeps the newest version of a
package where several are present, so the answer stops depending on the
order the files were listed in.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md          |  35 +++++++-
 tests/test_piptree.py   |  35 ++++++++
 tests/test_roots.py     | 188 ++++++++++++++++++++++++++++++++++++++++
 wppm/packagemetadata.py |  21 +++--
 wppm/piptree.py         | 100 ++++++++++++++++++++-
 wppm/utils.py           |   9 ++
 wppm/wppm.py            |  39 ++++++++-
 7 files changed, 414 insertions(+), 13 deletions(-)
 create mode 100644 tests/test_roots.py

diff --git a/README_PYPI.md b/README_PYPI.md
index af05bd5f..7a2aadb9 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -95,6 +95,36 @@ levels deep — is one command:
 $ wppm -p ".[.]" -l9
 ```
 
+## What did you actually ask for?
+
+`-p` and `-r` answer for one package. `--roots` answers for a whole list: it keeps only
+the entries nothing else in that list already pulls in, sorted, and comments out the rest
+with the reason.
+
+```console
+$ wppm requirements_slim.txt --roots -v -t D:\WPy64\python
+# requirements_slim.txt, sorted, with every entry
+# another one already pulls in commented out: 160 entries -> 112.
+
+...
+#numpy  # <- baresql, clarabel, cvxpy, dask[array,dataframe,diagnostics], datashader, ...
+#scikit-learn  # <- imbalanced-learn, mlxtend, prince, skrub, umap-learn
+#whatthepatch  # <- spyder
+```
+
+Dropped entries come back as comments, so re-asking for one is uncommenting it, and the
+notes in the source file are carried over. With no file, the question becomes "of
+everything installed here, what did anything actually ask for?":
+
+```console
+$ wppm --roots -t D:\WPy64\python
+```
+
+An optional dependency only counts where its extra is asked for, and a mutual pair keeps
+both members -- dropping either would take the other with it. With `-ws` the facts come
+from a wheelhouse instead of an installation, so a list can be pruned before anything is
+built; where the wheelhouse holds several versions of a package, the newest one answers.
+
 ## Everything is available as JSON
 
 Any of `-p`, `-r`, `-ls`, `-md` accepts `-j` / `--json`, so the same answers can gate a
@@ -185,7 +215,7 @@ anything into it.
 ```text
 usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
             [-ws WHEELSOURCE] [-wd WHEELDRAIN] [-ls] [-lsa] [-md] [-p] [-r]
-            [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
+            [-roots] [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
             [package(s) or lockfile ...]
 
 WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.10.20260808)
@@ -208,8 +238,9 @@ options:
   -md                   markdown summary of the installation
   -p                    show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]
   -r                    show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]
+  -roots, --roots       keep only what no other entry pulls in, sorted: wppm --roots, wppm requirements.txt --roots -v
   -l LEVELS             show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1
-  -j, --json            machine-readable JSON output (with -p, -r, -ls, -md): wppm -p pandas[.] -j
+  -j, --json            machine-readable JSON output (with -p, -r, -ls, -md, --roots): wppm -p pandas[.] -j
   -t TARGET             path to target Python distribution (default: current environment)
   -i, --install         install a given package wheel or pylock file (use pip for more features)
   -u, --uninstall       uninstall package  (use pip for more features)
diff --git a/tests/test_piptree.py b/tests/test_piptree.py
index cd5afd71..2ac48202 100644
--- a/tests/test_piptree.py
+++ b/tests/test_piptree.py
@@ -118,6 +118,41 @@ def test_environment_exposes_every_marker_field_packaging_needs(self, pip):
         }
 
 
+class TestWheelhouse:
+    """Reading a directory of wheels instead of an installation."""
+
+    @pytest.fixture
+    def wheelhouse(self, tmp_path):
+        import zipfile
+        house = tmp_path / "wheels"
+        house.mkdir()
+
+        def wheel(name, version, requires=()):
+            with zipfile.ZipFile(house / f"{name}-{version}-py3-none-any.whl", "w") as zf:
+                lines = ["Metadata-Version: 2.1", f"Name: {name}", f"Version: {version}"]
+                lines += [f"Requires-Dist: {r}" for r in requires]
+                zf.writestr(f"{name}-{version}.dist-info/METADATA", "\n".join(lines) + "\n")
+
+        wheel("solo", "1.0")
+        wheel("twice", "1.0", requires=["solo"])
+        wheel("twice", "2.0")
+        (house / "not-a-package.tar.gz").write_bytes(b"not a tarball at all")
+        return house
+
+    def test_an_unreadable_archive_does_not_lose_the_others(self, wheelhouse):
+        pip = piptree.PipData(None, str(wheelhouse))
+        assert {"solo", "twice"} <= set(pip.distro)
+
+    def test_only_the_newest_version_of_a_package_is_kept(self, wheelhouse):
+        pip = piptree.PipData(None, str(wheelhouse))
+        assert pip.distro["twice"]["version"] == "2.0"
+
+    def test_the_newest_version_brings_its_own_dependencies(self, wheelhouse):
+        """twice 1.0 needs solo, twice 2.0 does not: the answer must be 2.0's."""
+        pip = piptree.PipData(None, str(wheelhouse))
+        assert pip.dependency_closure("twice") == set()
+
+
 class TestCycles:
     def test_mutual_dependency_terminates(self, tmp_path):
         """A <-> B must not recurse forever."""
diff --git a/tests/test_roots.py b/tests/test_roots.py
new file mode 100644
index 00000000..17eb727e
--- /dev/null
+++ b/tests/test_roots.py
@@ -0,0 +1,188 @@
+# -*- coding: utf-8 -*-
+"""--roots: keep only the entries no other entry already pulls in.
+
+Same synthetic site-packages trick as test_piptree.py -- the point is the
+graph, not the packages.
+"""
+import json
+import subprocess
+import sys
+from pathlib import Path
+
+import pytest
+
+from wppm import piptree, utils, wppm as wppm_module
+
+from conftest import write_dist, windows_only
+
+REPO_ROOT = Path(__file__).resolve().parent.parent
+
+
+@pytest.fixture
+def graph(tmp_path):
+    """app -> lib -> helper, app[fancy] -> fancylib, and a standalone orphan."""
+    root = tmp_path / "dist"
+    site = root / "Lib" / "site-packages"
+    site.mkdir(parents=True)
+    (root / "python.exe").write_bytes(b"MZ")
+    write_dist(site, "app", "1.0", requires=["lib>=1.0", 'fancylib; extra == "fancy"'],
+               extras=["fancy"])
+    write_dist(site, "lib", "1.5", requires=["helper"])
+    write_dist(site, "helper", "0.3")
+    write_dist(site, "fancylib", "2.0")
+    write_dist(site, "orphan", "9.9")
+    return root
+
+
+@pytest.fixture
+def pip(graph):
+    return piptree.PipData(str(graph))
+
+
+class TestSplitRequirement:
+    @pytest.mark.parametrize("text, expected", [
+        ("numpy", ("numpy", [])),
+        ("numpy==2.0", ("numpy", [])),
+        ("numpy >= 2.0", ("numpy", [])),
+        ("Pillow", ("pillow", [])),
+        ("mypy[mypyc]", ("mypy", ["mypyc"])),
+        ("dask[array,dataframe]>=2.0", ("dask", ["array", "dataframe"])),
+        ("scipy; python_version > '3.10'", ("scipy", [])),
+    ])
+    def test_parses(self, text, expected):
+        assert piptree.PipData.split_requirement(text) == expected
+
+
+class TestClosure:
+    def test_follows_the_chain(self, pip):
+        assert pip.dependency_closure("app") == {"lib", "helper"}
+
+    def test_ignores_an_extra_nobody_asked_for(self, pip):
+        assert "fancylib" not in pip.dependency_closure("app")
+
+    def test_follows_an_extra_that_is_asked_for(self, pip):
+        assert "fancylib" in pip.dependency_closure("app", "fancy")
+
+    def test_leaf_reaches_nothing(self, pip):
+        assert pip.dependency_closure("helper") == set()
+
+
+class TestRoots:
+    def test_installed_set_keeps_only_what_nothing_requires(self, pip):
+        assert pip.roots()["kept"] == ["app", "fancylib", "orphan"]
+
+    def test_drops_an_entry_another_entry_pulls_in(self, pip):
+        result = pip.roots(["app", "lib", "orphan"])
+        assert result["kept"] == ["app", "orphan"]
+        assert result["dropped"] == {"lib": ["app"]}
+
+    def test_names_every_puller_of_a_dropped_entry(self, pip):
+        assert pip.roots(["app", "lib", "helper"])["dropped"]["helper"] == ["app", "lib"]
+
+    def test_keeps_an_entry_whose_puller_is_not_listed(self, pip):
+        """Nothing listed pulls helper in, so it stays."""
+        assert pip.roots(["helper", "orphan"])["kept"] == ["helper", "orphan"]
+
+    def test_an_extra_only_dependency_stays_unless_the_extra_is_asked_for(self, pip):
+        assert "fancylib" in pip.roots(["app", "fancylib"])["kept"]
+        assert "fancylib" in pip.roots(["app[fancy]", "fancylib"])["dropped"]
+
+    def test_keeps_the_entry_as_written(self, pip):
+        assert pip.roots(["app[fancy]", "lib"])["kept"] == ["app[fancy]"]
+
+    def test_reports_a_repeated_entry_once(self, pip):
+        result = pip.roots(["orphan", "orphan"])
+        assert result["kept"] == ["orphan"]
+        assert result["duplicates"] == ["orphan"]
+
+    def test_a_repeat_keeps_the_fuller_spelling(self, pip):
+        assert pip.roots(["app", "app[fancy]"])["kept"] == ["app[fancy]"]
+
+    def test_an_entry_the_target_lacks_is_kept_and_reported(self, pip):
+        result = pip.roots(["orphan", "nosuchpackage"])
+        assert result["unknown"] == ["nosuchpackage"]
+        assert "nosuchpackage" in result["kept"]
+
+    def test_sorting_is_case_insensitive(self, pip):
+        assert pip.roots(["orphan", "App", "fancylib"])["kept"] == ["App", "fancylib", "orphan"]
+
+    def test_empty_input_gives_empty_output(self, pip):
+        assert pip.roots([]) == {"kept": [], "dropped": {}, "duplicates": [], "unknown": []}
+
+
+class TestMutualDependency:
+    @pytest.fixture
+    def cycle(self, tmp_path):
+        root = tmp_path / "cyc"
+        site = root / "Lib" / "site-packages"
+        site.mkdir(parents=True)
+        (root / "python.exe").write_bytes(b"MZ")
+        write_dist(site, "aaa", "1.0", requires=["bbb"])
+        write_dist(site, "bbb", "1.0", requires=["aaa"])
+        write_dist(site, "ccc", "1.0", requires=["aaa"])
+        return piptree.PipData(str(root))
+
+    def test_a_mutual_pair_keeps_both(self, cycle):
+        """Dropping either would take the other with it."""
+        assert cycle.roots(["aaa", "bbb"])["kept"] == ["aaa", "bbb"]
+
+    def test_something_outside_the_cycle_still_drops_it(self, cycle):
+        result = cycle.roots(["aaa", "bbb", "ccc"])
+        assert result["kept"] == ["ccc"]
+        assert set(result["dropped"]) == {"aaa", "bbb"}
+
+
+class TestRendering:
+    def test_dropped_entries_come_back_as_comments(self, pip):
+        lines = wppm_module.roots_as_requirements(pip.roots(["app", "lib"]))
+        assert "app" in lines
+        assert "#lib" in lines
+
+    def test_verbose_says_who_pulls_each_one_in(self, pip):
+        lines = wppm_module.roots_as_requirements(pip.roots(["app", "lib"]), verbose=True)
+        assert "#lib  # <- app" in lines
+
+    def test_source_comments_are_preserved(self, pip):
+        lines = wppm_module.roots_as_requirements(pip.roots(["app"]), comments=["# a note"])
+        assert "# a note" in lines
+
+    def test_header_counts_the_entries(self, pip):
+        header = "\n".join(wppm_module.roots_as_requirements(pip.roots(["app", "lib", "orphan"]))[:2])
+        assert "3 entries -> 2" in header
+
+
+class TestReadRequirements:
+    def test_splits_entries_from_comments(self, tmp_path):
+        path = tmp_path / "r.txt"
+        path.write_text("# a note\n\nnumpy\n  pandas  \n#disabled\n", encoding="utf-8")
+        assert utils.read_requirements(path) == (["numpy", "pandas"], ["# a note", "#disabled"])
+
+
+@windows_only
+class TestCli:
+    def wppm(self, *args):
+        proc = subprocess.run(
+            [sys.executable, "-X", "utf8", "-m", "wppm", *args],
+            capture_output=True, text=True, cwd=str(REPO_ROOT), timeout=300,
+            encoding="utf-8", errors="replace",
+        )
+        assert proc.returncode == 0, f"exit {proc.returncode}\n{proc.stdout}\n{proc.stderr}"
+        return proc.stdout
+
+    def test_roots_of_a_target(self, graph):
+        out = self.wppm("-t", str(graph), "--roots")
+        assert "app" in out.splitlines()
+        assert "#lib" in out.splitlines()
+
+    def test_roots_of_a_requirements_file(self, graph, tmp_path):
+        req = tmp_path / "req.txt"
+        req.write_text("# keep me\nlib\napp\n", encoding="utf-8")
+        out = self.wppm("-t", str(graph), str(req), "--roots")
+        assert "app" in out.splitlines()
+        assert "#lib" in out.splitlines()
+        assert "# keep me" in out.splitlines()
+
+    def test_json_output_parses(self, graph):
+        data = json.loads(self.wppm("-t", str(graph), "--roots", "-j"))
+        assert set(data) == {"kept", "dropped", "duplicates", "unknown"}
+        assert data["kept"] == ["app", "fancylib", "orphan"]
diff --git a/wppm/packagemetadata.py b/wppm/packagemetadata.py
index c82efd91..80257330 100644
--- a/wppm/packagemetadata.py
+++ b/wppm/packagemetadata.py
@@ -40,17 +40,20 @@ def get_installed_metadata(path = None) -> List[PackageMetadata]:
     return pkgs
 
 def get_directory_metadata(directory: str) -> List[PackageMetadata]:
-    # For each .whl/.tar.gz file in directory, extract metadata
+    """Metadata of every wheel and sdist in *directory*.
+
+    An archive that carries no metadata (a plain source tarball, say) is
+    skipped: a wheelhouse holds what it holds, and one odd file in it must not
+    cost the caller the other three thousand.
+    """
     pkgs = []
     for fname in os.listdir(directory):
-        if fname.endswith('.whl'):
-            # Extract METADATA from wheel
-            meta = extract_metadata_from_wheel(os.path.join(directory, fname))
-            pkgs.append(meta)
-        elif fname.endswith('.tar.gz'):
-            # Extract PKG-INFO from sdist
-            meta = extract_metadata_from_sdist(os.path.join(directory, fname))
-            pkgs.append(meta)
+        extract = extract_metadata_from_wheel if fname.endswith('.whl') else extract_metadata_from_sdist
+        if fname.endswith(('.whl', '.tar.gz')):
+            try:
+                pkgs.append(extract(os.path.join(directory, fname)))
+            except (ValueError, KeyError, OSError, tarfile.TarError, zipfile.BadZipFile) as e:
+                print(f"skipped {fname}: {e}", file=sys.stderr)
     return pkgs
 
 def extract_metadata_from_wheel(path: str) -> PackageMetadata:
diff --git a/wppm/piptree.py b/wppm/piptree.py
index e6a51e35..6a9fb718 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -22,8 +22,10 @@
 from typing import Dict, List, Optional, Tuple, Union
 try:
     from packaging.markers import Marker
+    from packaging.version import Version
 except  ModuleNotFoundError:
     from pip._vendor.packaging.markers import Marker
+    from pip._vendor.packaging.version import Version
 from importlib.metadata import Distribution, distributions
 from pathlib import Path
 from . import utils
@@ -96,7 +98,7 @@ def _get_environment(self) -> Dict[str, str]:
     def _get_packages(self, search_path: str, wheelhouse) -> List[Distribution]:
         """Retrieve installed packages from the specified path."""
         if wheelhouse:
-            return pm.get_directory_metadata(wheelhouse)
+            return self._newest_of_each(pm.get_directory_metadata(wheelhouse))
         if sys.executable == search_path:
             return pm.get_installed_metadata() #Distribution.discover()
         else:
@@ -104,6 +106,27 @@ def _get_packages(self, search_path: str, wheelhouse) -> List[Distribution]:
             # with the venv layout (python.exe in Scripts, site-packages at the root)
             return pm.get_installed_metadata(path=[utils.get_site_packages_path(search_path)])
 
+    @staticmethod
+    def _newest_of_each(packages: List) -> List:
+        """One distribution per name, the highest version.
+
+        A wheelhouse commonly holds several versions of a package; the
+        environment PipData models holds one, and reading whichever the
+        directory listing returned last would make the answer arbitrary.
+        """
+        def version_of(package):
+            try:
+                return Version(package.version)
+            except Exception:   # a local or malformed version still sorts, just last
+                return Version("0")
+
+        newest = {}
+        for package in packages:
+            key = PipData.normalize(package.name)
+            if key not in newest or version_of(package) > version_of(newest[key]):
+                newest[key] = package
+        return list(newest.values())
+
     def _process_packages(self, packages: List[Distribution]) -> None:
         """Process packages metadata and store them in the distro dictionary."""
         for package in packages:
@@ -298,6 +321,81 @@ def _get_dependency_tree(self, package_name: str, extra: str = "", version_req:
         else:
             return []
 
+    @staticmethod
+    def split_requirement(text: str) -> Tuple[str, List[str]]:
+        """'dask[array,dataframe]>=2.0' -> ('dask', ['array', 'dataframe'])."""
+        name_extras = re.split(r"[=<>~!;@ ]", text.strip(), maxsplit=1)[0]
+        name, _, extras = name_extras.partition("[")
+        return PipData.normalize(name), [e.strip() for e in extras.rstrip("]").split(",") if e.strip()]
+
+    def dependency_closure(self, package: str, extra: str = "") -> set:
+        """Every installed package reachable from `package[extra]`, itself excluded.
+
+        An optional dependency counts only where its extra is asked for: a
+        requirement gated on `extra == "test"` is not followed for a bare
+        package, since nothing installed it on that account.
+        """
+        key = self.normalize(package)
+        reached, seen = set(), set()
+        stack = [(key, e) for e in extra.split(",") if e] + [(key, "")]
+        while stack:
+            pkg, pkg_extra = stack.pop()
+            if (pkg, pkg_extra) in seen or pkg not in self.distro:
+                continue
+            seen.add((pkg, pkg_extra))
+            for req in self.distro[pkg]["requires_dist"]:
+                marker = req.get("req_marker")
+                if marker and not self._marker_true(marker, pkg_extra):
+                    continue
+                if req["req_key"] in self.distro:
+                    reached.add(req["req_key"])
+                    stack.append((req["req_key"], req["req_extra"]))
+        reached.discard(key)
+        return reached
+
+    def roots(self, entries: Optional[List[str]] = None) -> Dict:
+        """Which entries no other entry already pulls in.
+
+        `entries` are requirement strings ("dask[array]", "numpy==2.0"); given
+        none, every installed package is an entry. Returns the entries to keep
+        in alphabetical order, and for each dropped one the entries that pull
+        it in -- a requirements file saying what it means, rather than what a
+        dependency would have installed anyway.
+
+        A mutual pair (a needs b, b needs a) keeps both: dropping either would
+        take the other with it. An entry the target has never installed cannot
+        be resolved, so it is kept and reported apart.
+        """
+        if entries is None:
+            entries = [pkg["name"] for pkg in self.distro.values()]
+        asked: Dict[str, Tuple[str, List[str]]] = {}   # key -> (as written, extras)
+        duplicates = []
+        for text in entries:
+            key, extras = self.split_requirement(text)
+            if key in asked:
+                duplicates.append(text)
+                if len(text) <= len(asked[key][0]):
+                    continue   # keep the fuller spelling: extras and pins matter
+            asked[key] = (text, extras)
+        reach = {key: self.dependency_closure(key, ",".join(extras)) if key in self.distro else set()
+                 for key, (_, extras) in asked.items()}
+        dropped = {}
+        for key, (text, _) in asked.items():
+            # named plainly: what pulls a package in is the package, not the
+            # extras and pin the entry happened to be written with
+            pullers = sorted((self.distro[other]["name"] if other in self.distro else other
+                              for other in asked
+                              if other != key and key in reach[other] and other not in reach[key]),
+                             key=str.lower)
+            if pullers:
+                dropped[text] = pullers
+        return {
+            "kept": sorted((text for text, _ in asked.values() if text not in dropped), key=str.lower),
+            "dropped": dict(sorted(dropped.items(), key=lambda item: item[0].lower())),
+            "duplicates": sorted(duplicates, key=str.lower),
+            "unknown": sorted((text for key, (text, _) in asked.items() if key not in self.distro), key=str.lower),
+        }
+
     def _node_text(self, node: Dict) -> str:
         """Render a tree node dict as its one-line text form."""
         if not node["installed"]:
diff --git a/wppm/utils.py b/wppm/utils.py
index f5c9d9a0..96a8a4c4 100644
--- a/wppm/utils.py
+++ b/wppm/utils.py
@@ -53,6 +53,15 @@ def get_site_packages_path(path=None):
     """Return the path to the Python site-packages directory."""
     return str(get_install_root(path) / 'Lib' / 'site-packages')
 
+def read_requirements(path):
+    """Split a pip requirements file into its entries and its comment lines."""
+    entries, comments = [], []
+    for line in Path(path).read_text(encoding='utf-8').splitlines():
+        text = line.strip()
+        if text:
+            (comments if text.startswith('#') else entries).append(text)
+    return entries, comments
+
 def first_line(text, default="?"):
     """Return the first non-empty line of *text*, or *default* if there is none."""
     for line in text.splitlines():
diff --git a/wppm/wppm.py b/wppm/wppm.py
index deae0e3b..28cb6566 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -277,6 +277,31 @@ def install_bdist_direct(self, package, install_options=None):
         package = Package(fname)
         self._print_done()
 
+def roots_as_requirements(result, comments=(), source=None, verbose=False):
+    """Render piptree.roots() as a requirements file that says why it is short.
+
+    Dropped entries stay as comments, so re-asking for one is uncommenting it.
+    """
+    def few(names, limit=6):
+        return ", ".join(names[:limit]) + (f", and {len(names) - limit} more" if len(names) > limit else "")
+
+    kept, dropped = result["kept"], result["dropped"]
+    lines = [f"# {Path(source).name if source else 'installed packages'}, sorted, with every entry",
+             f"# another one already pulls in commented out: {len(kept) + len(dropped)} entries -> {len(kept)}."]
+    if result["unknown"]:
+        lines.append(f"# {len(result['unknown'])} not installed in the target, so left unresolved: {few(result['unknown'])}")
+    if result["duplicates"]:
+        lines.append(f"# repeated in the source: {few(result['duplicates'], 12)}")
+    lines += [""] + kept
+    if dropped:
+        lines += ["", "# ---- already pulled in by an entry above ----"]
+        for text, pullers in dropped.items():
+            why = f"  # <- {', '.join(pullers[:5])}{', ...' if len(pullers) > 5 else ''}" if verbose else ""
+            lines.append(f"#{text}{why}")
+    if comments:
+        lines += ["", "# ---- notes kept from the source ----"] + list(comments)
+    return lines
+
 def main(test=False):
     # package summaries may contain characters the console codepage can't encode (emoji): don't crash
     if sys.stdout and hasattr(sys.stdout, "reconfigure"):
@@ -301,8 +326,9 @@ def main(test=False):
     parser.add_argument("-md", dest="markdown", action="store_true",help=f"markdown summary of the installation")
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
+    parser.add_argument("-roots", "--roots", action="store_true", help="keep only what no other entry pulls in, sorted: wppm --roots, wppm requirements.txt --roots -v")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
-    parser.add_argument("-j", "--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md): wppm -p pandas[.] -j")
+    parser.add_argument("-j", "--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md, --roots): wppm -p pandas[.] -j")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')
     parser.add_argument("-i", "--install", action="store_true", help="install a given package wheel or pylock file (use pip for more features)")
     parser.add_argument("-u", "--uninstall", action="store_true", help="uninstall package  (use pip for more features)")
@@ -331,6 +357,17 @@ def main(test=False):
             pack, extra, *other = (args_fname + "[").replace("]", "[").split("[")
             print(pip.up(pack, extra, args.levels if args.levels>=0 else 1, verbose=args.verbose, format="json" if args.json else "text"))
         sys.exit()
+    elif args.roots:
+        pip = piptree.PipData(targetpython, args.wheelsource)
+        source = next((Path(f) for f in args.fname if f and Path(f).is_file()), None)
+        entries, comments = utils.read_requirements(source) if source else (None, [])
+        result = pip.roots(entries)
+        if args.json:
+            print(json.dumps(result, indent=4))
+            sys.exit()
+        for line in roots_as_requirements(result, comments, source, args.verbose):
+            print(line)
+        sys.exit()
     elif args.list:
         pip = piptree.PipData(targetpython, args.wheelsource)
         todo= []

From 853948044930bb3249f24c000a263a544d5c4495 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 17:55:59 +0200
Subject: [PATCH 147/157] name it --top-level, not --roots

pip already has --root (an alternate install prefix), one character away,
and "root" reads as the superuser before it reads as a graph node.
"Top level" is the term pipdeptree uses for the same set, so the word is
one its users have already met.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md                             | 12 +++---
 tests/{test_roots.py => test_top_level.py} | 50 +++++++++++-----------
 wppm/piptree.py                            |  2 +-
 wppm/wppm.py                               | 14 +++---
 4 files changed, 39 insertions(+), 39 deletions(-)
 rename tests/{test_roots.py => test_top_level.py} (74%)

diff --git a/README_PYPI.md b/README_PYPI.md
index 7a2aadb9..4069d3b4 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -97,12 +97,12 @@ $ wppm -p ".[.]" -l9
 
 ## What did you actually ask for?
 
-`-p` and `-r` answer for one package. `--roots` answers for a whole list: it keeps only
+`-p` and `-r` answer for one package. `-tl` answers for a whole list: it keeps only
 the entries nothing else in that list already pulls in, sorted, and comments out the rest
 with the reason.
 
 ```console
-$ wppm requirements_slim.txt --roots -v -t D:\WPy64\python
+$ wppm requirements_slim.txt --top-level -v -t D:\WPy64\python
 # requirements_slim.txt, sorted, with every entry
 # another one already pulls in commented out: 160 entries -> 112.
 
@@ -117,7 +117,7 @@ notes in the source file are carried over. With no file, the question becomes "o
 everything installed here, what did anything actually ask for?":
 
 ```console
-$ wppm --roots -t D:\WPy64\python
+$ wppm --top-level -t D:\WPy64\python
 ```
 
 An optional dependency only counts where its extra is asked for, and a mutual pair keeps
@@ -215,7 +215,7 @@ anything into it.
 ```text
 usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
             [-ws WHEELSOURCE] [-wd WHEELDRAIN] [-ls] [-lsa] [-md] [-p] [-r]
-            [-roots] [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
+            [-tl] [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
             [package(s) or lockfile ...]
 
 WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.10.20260808)
@@ -238,9 +238,9 @@ options:
   -md                   markdown summary of the installation
   -p                    show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]
   -r                    show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]
-  -roots, --roots       keep only what no other entry pulls in, sorted: wppm --roots, wppm requirements.txt --roots -v
+  -tl, --top-level      keep only the entries no other entry pulls in, sorted: wppm -tl, wppm requirements.txt -tl -v
   -l LEVELS             show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1
-  -j, --json            machine-readable JSON output (with -p, -r, -ls, -md, --roots): wppm -p pandas[.] -j
+  -j, --json            machine-readable JSON output (with -p, -r, -ls, -md, -tl): wppm -p pandas[.] -j
   -t TARGET             path to target Python distribution (default: current environment)
   -i, --install         install a given package wheel or pylock file (use pip for more features)
   -u, --uninstall       uninstall package  (use pip for more features)
diff --git a/tests/test_roots.py b/tests/test_top_level.py
similarity index 74%
rename from tests/test_roots.py
rename to tests/test_top_level.py
index 17eb727e..4888866a 100644
--- a/tests/test_roots.py
+++ b/tests/test_top_level.py
@@ -1,5 +1,5 @@
 # -*- coding: utf-8 -*-
-"""--roots: keep only the entries no other entry already pulls in.
+"""--top-level: keep only the entries no other entry already pulls in.
 
 Same synthetic site-packages trick as test_piptree.py -- the point is the
 graph, not the packages.
@@ -67,47 +67,47 @@ def test_leaf_reaches_nothing(self, pip):
         assert pip.dependency_closure("helper") == set()
 
 
-class TestRoots:
+class TestTopLevel:
     def test_installed_set_keeps_only_what_nothing_requires(self, pip):
-        assert pip.roots()["kept"] == ["app", "fancylib", "orphan"]
+        assert pip.top_level()["kept"] == ["app", "fancylib", "orphan"]
 
     def test_drops_an_entry_another_entry_pulls_in(self, pip):
-        result = pip.roots(["app", "lib", "orphan"])
+        result = pip.top_level(["app", "lib", "orphan"])
         assert result["kept"] == ["app", "orphan"]
         assert result["dropped"] == {"lib": ["app"]}
 
     def test_names_every_puller_of_a_dropped_entry(self, pip):
-        assert pip.roots(["app", "lib", "helper"])["dropped"]["helper"] == ["app", "lib"]
+        assert pip.top_level(["app", "lib", "helper"])["dropped"]["helper"] == ["app", "lib"]
 
     def test_keeps_an_entry_whose_puller_is_not_listed(self, pip):
         """Nothing listed pulls helper in, so it stays."""
-        assert pip.roots(["helper", "orphan"])["kept"] == ["helper", "orphan"]
+        assert pip.top_level(["helper", "orphan"])["kept"] == ["helper", "orphan"]
 
     def test_an_extra_only_dependency_stays_unless_the_extra_is_asked_for(self, pip):
-        assert "fancylib" in pip.roots(["app", "fancylib"])["kept"]
-        assert "fancylib" in pip.roots(["app[fancy]", "fancylib"])["dropped"]
+        assert "fancylib" in pip.top_level(["app", "fancylib"])["kept"]
+        assert "fancylib" in pip.top_level(["app[fancy]", "fancylib"])["dropped"]
 
     def test_keeps_the_entry_as_written(self, pip):
-        assert pip.roots(["app[fancy]", "lib"])["kept"] == ["app[fancy]"]
+        assert pip.top_level(["app[fancy]", "lib"])["kept"] == ["app[fancy]"]
 
     def test_reports_a_repeated_entry_once(self, pip):
-        result = pip.roots(["orphan", "orphan"])
+        result = pip.top_level(["orphan", "orphan"])
         assert result["kept"] == ["orphan"]
         assert result["duplicates"] == ["orphan"]
 
     def test_a_repeat_keeps_the_fuller_spelling(self, pip):
-        assert pip.roots(["app", "app[fancy]"])["kept"] == ["app[fancy]"]
+        assert pip.top_level(["app", "app[fancy]"])["kept"] == ["app[fancy]"]
 
     def test_an_entry_the_target_lacks_is_kept_and_reported(self, pip):
-        result = pip.roots(["orphan", "nosuchpackage"])
+        result = pip.top_level(["orphan", "nosuchpackage"])
         assert result["unknown"] == ["nosuchpackage"]
         assert "nosuchpackage" in result["kept"]
 
     def test_sorting_is_case_insensitive(self, pip):
-        assert pip.roots(["orphan", "App", "fancylib"])["kept"] == ["App", "fancylib", "orphan"]
+        assert pip.top_level(["orphan", "App", "fancylib"])["kept"] == ["App", "fancylib", "orphan"]
 
     def test_empty_input_gives_empty_output(self, pip):
-        assert pip.roots([]) == {"kept": [], "dropped": {}, "duplicates": [], "unknown": []}
+        assert pip.top_level([]) == {"kept": [], "dropped": {}, "duplicates": [], "unknown": []}
 
 
 class TestMutualDependency:
@@ -124,30 +124,30 @@ def cycle(self, tmp_path):
 
     def test_a_mutual_pair_keeps_both(self, cycle):
         """Dropping either would take the other with it."""
-        assert cycle.roots(["aaa", "bbb"])["kept"] == ["aaa", "bbb"]
+        assert cycle.top_level(["aaa", "bbb"])["kept"] == ["aaa", "bbb"]
 
     def test_something_outside_the_cycle_still_drops_it(self, cycle):
-        result = cycle.roots(["aaa", "bbb", "ccc"])
+        result = cycle.top_level(["aaa", "bbb", "ccc"])
         assert result["kept"] == ["ccc"]
         assert set(result["dropped"]) == {"aaa", "bbb"}
 
 
 class TestRendering:
     def test_dropped_entries_come_back_as_comments(self, pip):
-        lines = wppm_module.roots_as_requirements(pip.roots(["app", "lib"]))
+        lines = wppm_module.top_level_as_requirements(pip.top_level(["app", "lib"]))
         assert "app" in lines
         assert "#lib" in lines
 
     def test_verbose_says_who_pulls_each_one_in(self, pip):
-        lines = wppm_module.roots_as_requirements(pip.roots(["app", "lib"]), verbose=True)
+        lines = wppm_module.top_level_as_requirements(pip.top_level(["app", "lib"]), verbose=True)
         assert "#lib  # <- app" in lines
 
     def test_source_comments_are_preserved(self, pip):
-        lines = wppm_module.roots_as_requirements(pip.roots(["app"]), comments=["# a note"])
+        lines = wppm_module.top_level_as_requirements(pip.top_level(["app"]), comments=["# a note"])
         assert "# a note" in lines
 
     def test_header_counts_the_entries(self, pip):
-        header = "\n".join(wppm_module.roots_as_requirements(pip.roots(["app", "lib", "orphan"]))[:2])
+        header = "\n".join(wppm_module.top_level_as_requirements(pip.top_level(["app", "lib", "orphan"]))[:2])
         assert "3 entries -> 2" in header
 
 
@@ -169,20 +169,20 @@ def wppm(self, *args):
         assert proc.returncode == 0, f"exit {proc.returncode}\n{proc.stdout}\n{proc.stderr}"
         return proc.stdout
 
-    def test_roots_of_a_target(self, graph):
-        out = self.wppm("-t", str(graph), "--roots")
+    def test_top_level_of_a_target(self, graph):
+        out = self.wppm("-t", str(graph), "--top-level")
         assert "app" in out.splitlines()
         assert "#lib" in out.splitlines()
 
-    def test_roots_of_a_requirements_file(self, graph, tmp_path):
+    def test_top_level_of_a_requirements_file(self, graph, tmp_path):
         req = tmp_path / "req.txt"
         req.write_text("# keep me\nlib\napp\n", encoding="utf-8")
-        out = self.wppm("-t", str(graph), str(req), "--roots")
+        out = self.wppm("-t", str(graph), str(req), "--top-level")
         assert "app" in out.splitlines()
         assert "#lib" in out.splitlines()
         assert "# keep me" in out.splitlines()
 
     def test_json_output_parses(self, graph):
-        data = json.loads(self.wppm("-t", str(graph), "--roots", "-j"))
+        data = json.loads(self.wppm("-t", str(graph), "--top-level", "-j"))
         assert set(data) == {"kept", "dropped", "duplicates", "unknown"}
         assert data["kept"] == ["app", "fancylib", "orphan"]
diff --git a/wppm/piptree.py b/wppm/piptree.py
index 6a9fb718..9ee1fbab 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -353,7 +353,7 @@ def dependency_closure(self, package: str, extra: str = "") -> set:
         reached.discard(key)
         return reached
 
-    def roots(self, entries: Optional[List[str]] = None) -> Dict:
+    def top_level(self, entries: Optional[List[str]] = None) -> Dict:
         """Which entries no other entry already pulls in.
 
         `entries` are requirement strings ("dask[array]", "numpy==2.0"); given
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 28cb6566..810415eb 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -277,8 +277,8 @@ def install_bdist_direct(self, package, install_options=None):
         package = Package(fname)
         self._print_done()
 
-def roots_as_requirements(result, comments=(), source=None, verbose=False):
-    """Render piptree.roots() as a requirements file that says why it is short.
+def top_level_as_requirements(result, comments=(), source=None, verbose=False):
+    """Render piptree.top_level() as a requirements file that says why it is short.
 
     Dropped entries stay as comments, so re-asking for one is uncommenting it.
     """
@@ -326,9 +326,9 @@ def main(test=False):
     parser.add_argument("-md", dest="markdown", action="store_true",help=f"markdown summary of the installation")
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
-    parser.add_argument("-roots", "--roots", action="store_true", help="keep only what no other entry pulls in, sorted: wppm --roots, wppm requirements.txt --roots -v")
+    parser.add_argument("-tl", "--top-level", action="store_true", help="keep only the entries no other entry pulls in, sorted: wppm -tl, wppm requirements.txt -tl -v")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
-    parser.add_argument("-j", "--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md, --roots): wppm -p pandas[.] -j")
+    parser.add_argument("-j", "--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md, -tl): wppm -p pandas[.] -j")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')
     parser.add_argument("-i", "--install", action="store_true", help="install a given package wheel or pylock file (use pip for more features)")
     parser.add_argument("-u", "--uninstall", action="store_true", help="uninstall package  (use pip for more features)")
@@ -357,15 +357,15 @@ def main(test=False):
             pack, extra, *other = (args_fname + "[").replace("]", "[").split("[")
             print(pip.up(pack, extra, args.levels if args.levels>=0 else 1, verbose=args.verbose, format="json" if args.json else "text"))
         sys.exit()
-    elif args.roots:
+    elif args.top_level:
         pip = piptree.PipData(targetpython, args.wheelsource)
         source = next((Path(f) for f in args.fname if f and Path(f).is_file()), None)
         entries, comments = utils.read_requirements(source) if source else (None, [])
-        result = pip.roots(entries)
+        result = pip.top_level(entries)
         if args.json:
             print(json.dumps(result, indent=4))
             sys.exit()
-        for line in roots_as_requirements(result, comments, source, args.verbose):
+        for line in top_level_as_requirements(result, comments, source, args.verbose):
             print(line)
         sys.exit()
     elif args.list:

From 4be3d3218ee1ac18f664922456774500fde45da8 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 18:09:47 +0200
Subject: [PATCH 148/157] -tl prints the list, not a report

The output is meant to become the requirements file, so plainly it is
that file: the entries, and the notes the source carried, which are its
author's and not ours. Counts and warnings go to stderr, where a
redirection leaves them behind; -v puts the reasoning back on stdout.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md          | 24 ++++++++++-----
 tests/test_top_level.py | 65 +++++++++++++++++++++++++++++------------
 wppm/wppm.py            | 45 ++++++++++++++++++----------
 3 files changed, 94 insertions(+), 40 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index 4069d3b4..7ddbf84a 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -97,12 +97,23 @@ $ wppm -p ".[.]" -l9
 
 ## What did you actually ask for?
 
-`-p` and `-r` answer for one package. `-tl` answers for a whole list: it keeps only
-the entries nothing else in that list already pulls in, sorted, and comments out the rest
-with the reason.
+`-p` and `-r` answer for one package. `-tl` answers for a whole list: it keeps only the
+entries nothing else in that list already pulls in. Plainly, it prints that list and
+nothing else -- so the output *is* the new file, and the counts go to stderr where a
+redirection leaves them behind:
 
 ```console
-$ wppm requirements_slim.txt --top-level -v -t D:\WPy64\python
+$ wppm requirements_slim.txt -tl -t D:\WPy64\python > requirements_slim_new.txt
+160 entries -> 112 kept, 48 already pulled in
+8 repeated, collapsed: brotli, openai, pympler, pytest, python-barcode, ...
+```
+
+The notes the source file carried are kept, since they are its author's. `-v` adds the
+reasoning: where the list came from, and every dropped entry commented out with what
+pulls it in, so re-asking for one is uncommenting it.
+
+```console
+$ wppm requirements_slim.txt -tl -v -t D:\WPy64\python
 # requirements_slim.txt, sorted, with every entry
 # another one already pulls in commented out: 160 entries -> 112.
 
@@ -112,9 +123,8 @@ $ wppm requirements_slim.txt --top-level -v -t D:\WPy64\python
 #whatthepatch  # <- spyder
 ```
 
-Dropped entries come back as comments, so re-asking for one is uncommenting it, and the
-notes in the source file are carried over. With no file, the question becomes "of
-everything installed here, what did anything actually ask for?":
+With no file, the question becomes "of everything installed here, what did anything
+actually ask for?":
 
 ```console
 $ wppm --top-level -t D:\WPy64\python
diff --git a/tests/test_top_level.py b/tests/test_top_level.py
index 4888866a..7feadc9a 100644
--- a/tests/test_top_level.py
+++ b/tests/test_top_level.py
@@ -133,22 +133,37 @@ def test_something_outside_the_cycle_still_drops_it(self, cycle):
 
 
 class TestRendering:
-    def test_dropped_entries_come_back_as_comments(self, pip):
-        lines = wppm_module.top_level_as_requirements(pip.top_level(["app", "lib"]))
-        assert "app" in lines
-        assert "#lib" in lines
+    def test_plain_output_is_the_list_and_nothing_else(self, pip):
+        """Redirect it and what lands in the file is the file."""
+        assert wppm_module.top_level_as_requirements(pip.top_level(["app", "lib"])) == ["app"]
 
-    def test_verbose_says_who_pulls_each_one_in(self, pip):
+    def test_verbose_comments_out_what_went_and_why(self, pip):
         lines = wppm_module.top_level_as_requirements(pip.top_level(["app", "lib"]), verbose=True)
+        assert "app" in lines
         assert "#lib  # <- app" in lines
 
-    def test_source_comments_are_preserved(self, pip):
+    def test_verbose_heads_the_list_with_its_counts(self, pip):
+        lines = wppm_module.top_level_as_requirements(pip.top_level(["app", "lib", "orphan"]), verbose=True)
+        assert "3 entries -> 2" in "\n".join(lines[:2])
+
+    def test_source_notes_are_kept_even_plainly(self, pip):
+        """They are the author's own lines, not our commentary."""
         lines = wppm_module.top_level_as_requirements(pip.top_level(["app"]), comments=["# a note"])
         assert "# a note" in lines
 
-    def test_header_counts_the_entries(self, pip):
-        header = "\n".join(wppm_module.top_level_as_requirements(pip.top_level(["app", "lib", "orphan"]))[:2])
-        assert "3 entries -> 2" in header
+
+class TestSummary:
+    def test_counts_what_happened(self, pip):
+        notes = wppm_module.top_level_summary(pip.top_level(["app", "lib", "orphan"]))
+        assert "3 entries -> 2 kept, 1 already pulled in" in notes[0]
+
+    def test_reports_repeats(self, pip):
+        notes = wppm_module.top_level_summary(pip.top_level(["orphan", "orphan"]))
+        assert any("repeated" in note for note in notes)
+
+    def test_reports_what_the_target_lacks(self, pip):
+        notes = wppm_module.top_level_summary(pip.top_level(["orphan", "nosuchpackage"]))
+        assert any("nosuchpackage" in note for note in notes)
 
 
 class TestReadRequirements:
@@ -160,27 +175,41 @@ def test_splits_entries_from_comments(self, tmp_path):
 
 @windows_only
 class TestCli:
-    def wppm(self, *args):
+    def run(self, *args):
         proc = subprocess.run(
             [sys.executable, "-X", "utf8", "-m", "wppm", *args],
             capture_output=True, text=True, cwd=str(REPO_ROOT), timeout=300,
             encoding="utf-8", errors="replace",
         )
         assert proc.returncode == 0, f"exit {proc.returncode}\n{proc.stdout}\n{proc.stderr}"
-        return proc.stdout
+        return proc
+
+    def wppm(self, *args):
+        return self.run(*args).stdout
 
     def test_top_level_of_a_target(self, graph):
-        out = self.wppm("-t", str(graph), "--top-level")
-        assert "app" in out.splitlines()
-        assert "#lib" in out.splitlines()
+        assert self.wppm("-t", str(graph), "--top-level").splitlines() == ["app", "fancylib", "orphan"]
+
+    def test_the_short_flag_does_the_same(self, graph):
+        assert self.wppm("-t", str(graph), "-tl") == self.wppm("-t", str(graph), "--top-level")
+
+    def test_verbose_adds_the_reasoning(self, graph):
+        assert "#lib  # <- app" in self.wppm("-t", str(graph), "--top-level", "-v").splitlines()
 
     def test_top_level_of_a_requirements_file(self, graph, tmp_path):
         req = tmp_path / "req.txt"
         req.write_text("# keep me\nlib\napp\n", encoding="utf-8")
-        out = self.wppm("-t", str(graph), str(req), "--top-level")
-        assert "app" in out.splitlines()
-        assert "#lib" in out.splitlines()
-        assert "# keep me" in out.splitlines()
+        out = self.wppm("-t", str(graph), str(req), "--top-level").splitlines()
+        assert "app" in out
+        assert "#lib" not in out
+        assert "# keep me" in out
+
+    def test_the_counts_go_to_stderr_not_into_the_list(self, graph, tmp_path):
+        req = tmp_path / "req.txt"
+        req.write_text("lib\napp\n", encoding="utf-8")
+        proc = self.run("-t", str(graph), str(req), "--top-level")
+        assert proc.stdout.splitlines() == ["app"]
+        assert "2 entries -> 1 kept" in proc.stderr
 
     def test_json_output_parses(self, graph):
         data = json.loads(self.wppm("-t", str(graph), "--top-level", "-j"))
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 810415eb..011714a2 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -277,31 +277,44 @@ def install_bdist_direct(self, package, install_options=None):
         package = Package(fname)
         self._print_done()
 
+def few(names, limit=6):
+    """First few names of a list, and how many more there were."""
+    return ", ".join(names[:limit]) + (f", and {len(names) - limit} more" if len(names) > limit else "")
+
 def top_level_as_requirements(result, comments=(), source=None, verbose=False):
-    """Render piptree.top_level() as a requirements file that says why it is short.
+    """Render piptree.top_level() as the requirements file it proposes.
 
-    Dropped entries stay as comments, so re-asking for one is uncommenting it.
+    Plainly, it is that file and nothing else: the entries, plus the notes the
+    source itself carried, so redirecting the output replaces the source
+    without losing what its author wrote in it. -v adds the reasoning -- where
+    the list came from, and every dropped entry commented out with what pulls
+    it in, so re-asking for one is uncommenting it.
     """
-    def few(names, limit=6):
-        return ", ".join(names[:limit]) + (f", and {len(names) - limit} more" if len(names) > limit else "")
-
     kept, dropped = result["kept"], result["dropped"]
-    lines = [f"# {Path(source).name if source else 'installed packages'}, sorted, with every entry",
-             f"# another one already pulls in commented out: {len(kept) + len(dropped)} entries -> {len(kept)}."]
-    if result["unknown"]:
-        lines.append(f"# {len(result['unknown'])} not installed in the target, so left unresolved: {few(result['unknown'])}")
-    if result["duplicates"]:
-        lines.append(f"# repeated in the source: {few(result['duplicates'], 12)}")
-    lines += [""] + kept
-    if dropped:
+    lines = []
+    if verbose:
+        lines += [f"# {Path(source).name if source else 'installed packages'}, sorted, with every entry",
+                  f"# another one already pulls in commented out: {len(kept) + len(dropped)} entries -> {len(kept)}.",
+                  ""]
+    lines += kept
+    if verbose and dropped:
         lines += ["", "# ---- already pulled in by an entry above ----"]
         for text, pullers in dropped.items():
-            why = f"  # <- {', '.join(pullers[:5])}{', ...' if len(pullers) > 5 else ''}" if verbose else ""
-            lines.append(f"#{text}{why}")
+            lines.append(f"#{text}  # <- {', '.join(pullers[:5])}{', ...' if len(pullers) > 5 else ''}")
     if comments:
         lines += ["", "# ---- notes kept from the source ----"] + list(comments)
     return lines
 
+def top_level_summary(result):
+    """What the caller should know about the answer, rather than of it."""
+    kept, dropped = result["kept"], result["dropped"]
+    notes = [f"{len(kept) + len(dropped)} entries -> {len(kept)} kept, {len(dropped)} already pulled in"]
+    if result["duplicates"]:
+        notes.append(f"{len(result['duplicates'])} repeated, collapsed: {few(result['duplicates'], 12)}")
+    if result["unknown"]:
+        notes.append(f"{len(result['unknown'])} not installed in the target, so left unresolved: {few(result['unknown'])}")
+    return notes
+
 def main(test=False):
     # package summaries may contain characters the console codepage can't encode (emoji): don't crash
     if sys.stdout and hasattr(sys.stdout, "reconfigure"):
@@ -367,6 +380,8 @@ def main(test=False):
             sys.exit()
         for line in top_level_as_requirements(result, comments, source, args.verbose):
             print(line)
+        for note in top_level_summary(result):   # stderr: a redirected list stays a list
+            print(note, file=sys.stderr)
         sys.exit()
     elif args.list:
         pip = piptree.PipData(targetpython, args.wheelsource)

From ddcfea5862b37a839fd3b0f31fd1d01eeaccd5de Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 18:18:55 +0200
Subject: [PATCH 149/157] comment the stderr notes too

They describe a requirements file and someone will eventually fold both
streams into one; a "# " costs nothing there and reads the same in a
terminal.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md          | 7 +++++--
 tests/test_top_level.py | 8 +++++++-
 wppm/wppm.py            | 8 ++++++--
 3 files changed, 18 insertions(+), 5 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index 7ddbf84a..e16de23c 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -104,10 +104,13 @@ redirection leaves them behind:
 
 ```console
 $ wppm requirements_slim.txt -tl -t D:\WPy64\python > requirements_slim_new.txt
-160 entries -> 112 kept, 48 already pulled in
-8 repeated, collapsed: brotli, openai, pympler, pytest, python-barcode, ...
+# 160 entries -> 112 kept, 48 already pulled in
+# 8 repeated, collapsed: brotli, openai, pympler, pytest, python-barcode, ...
 ```
 
+Those two lines are commented although they go to stderr, so folding both streams into
+one file (`> new.txt 2>&1`) still leaves a file pip can read.
+
 The notes the source file carried are kept, since they are its author's. `-v` adds the
 reasoning: where the list came from, and every dropped entry commented out with what
 pulls it in, so re-asking for one is uncommenting it.
diff --git a/tests/test_top_level.py b/tests/test_top_level.py
index 7feadc9a..ae03c111 100644
--- a/tests/test_top_level.py
+++ b/tests/test_top_level.py
@@ -155,7 +155,13 @@ def test_source_notes_are_kept_even_plainly(self, pip):
 class TestSummary:
     def test_counts_what_happened(self, pip):
         notes = wppm_module.top_level_summary(pip.top_level(["app", "lib", "orphan"]))
-        assert "3 entries -> 2 kept, 1 already pulled in" in notes[0]
+        assert notes[0] == "# 3 entries -> 2 kept, 1 already pulled in"
+
+    def test_every_note_is_a_comment(self, pip):
+        """stdout and stderr may well end up in the same file."""
+        notes = wppm_module.top_level_summary(pip.top_level(["orphan", "orphan", "nosuchpackage"]))
+        assert len(notes) == 3
+        assert all(note.startswith("# ") for note in notes)
 
     def test_reports_repeats(self, pip):
         notes = wppm_module.top_level_summary(pip.top_level(["orphan", "orphan"]))
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 011714a2..5feb34e3 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -306,14 +306,18 @@ def top_level_as_requirements(result, comments=(), source=None, verbose=False):
     return lines
 
 def top_level_summary(result):
-    """What the caller should know about the answer, rather than of it."""
+    """What the caller should know about the answer, rather than of it.
+
+    Commented, though it goes to stderr: someone will fold the two streams
+    into one file sooner or later, and a comment costs nothing.
+    """
     kept, dropped = result["kept"], result["dropped"]
     notes = [f"{len(kept) + len(dropped)} entries -> {len(kept)} kept, {len(dropped)} already pulled in"]
     if result["duplicates"]:
         notes.append(f"{len(result['duplicates'])} repeated, collapsed: {few(result['duplicates'], 12)}")
     if result["unknown"]:
         notes.append(f"{len(result['unknown'])} not installed in the target, so left unresolved: {few(result['unknown'])}")
-    return notes
+    return [f"# {note}" for note in notes]
 
 def main(test=False):
     # package summaries may contain characters the console codepage can't encode (emoji): don't crash

From 94e99afc482855c00f51544c88a2f68a5feca819 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 18:45:19 +0200
Subject: [PATCH 150/157] wppm 17.11.20260813

Adds -tl / --top-level: keep only the entries no other entry pulls in.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md   | 2 +-
 wppm/__init__.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index e16de23c..625852d8 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -231,7 +231,7 @@ usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
             [-tl] [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
             [package(s) or lockfile ...]
 
-WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.10.20260808)
+WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.11.20260813)
 
 positional arguments:
   package(s) or lockfile
diff --git a/wppm/__init__.py b/wppm/__init__.py
index 9d328227..ef24d29d 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.10.20260808'
+__version__ = '17.11.20260813'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'

From 83dbd19b4d125070e9425b0c67c55d05c19e81bf Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 19:26:37 +0200
Subject: [PATCH 151/157] say it once, and say when

The -v header read "with every entry / another one already pulls in
commented out", a sentence broken where it made no sense. It now carries
the source and a timestamp, then the very counts stderr prints -- one
wording, from top_level_summary(), for both. Under -v stderr stays quiet
rather than repeating them.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md          | 10 ++++++----
 tests/test_top_level.py | 20 +++++++++++++++++---
 wppm/wppm.py            | 29 +++++++++++++++++------------
 3 files changed, 40 insertions(+), 19 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index 625852d8..9b239926 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -112,13 +112,15 @@ Those two lines are commented although they go to stderr, so folding both stream
 one file (`> new.txt 2>&1`) still leaves a file pip can read.
 
 The notes the source file carried are kept, since they are its author's. `-v` adds the
-reasoning: where the list came from, and every dropped entry commented out with what
-pulls it in, so re-asking for one is uncommenting it.
+reasoning: what the list is made from and when, the same counts, and every dropped entry
+commented out with what pulls it in, so re-asking for one is uncommenting it. stderr then
+keeps quiet, the counts being in the file already.
 
 ```console
 $ wppm requirements_slim.txt -tl -v -t D:\WPy64\python
-# requirements_slim.txt, sorted, with every entry
-# another one already pulls in commented out: 160 entries -> 112.
+# requirements_slim.txt, sorted, 2026-08-13 19:22:43
+# 160 entries -> 112 kept, 48 already pulled in
+# 8 repeated, collapsed: brotli, openai, pympler, pytest, python-barcode, ...
 
 ...
 #numpy  # <- baresql, clarabel, cvxpy, dask[array,dataframe,diagnostics], datashader, ...
diff --git a/tests/test_top_level.py b/tests/test_top_level.py
index ae03c111..6a2a2bb5 100644
--- a/tests/test_top_level.py
+++ b/tests/test_top_level.py
@@ -5,6 +5,7 @@
 graph, not the packages.
 """
 import json
+import re
 import subprocess
 import sys
 from pathlib import Path
@@ -142,9 +143,16 @@ def test_verbose_comments_out_what_went_and_why(self, pip):
         assert "app" in lines
         assert "#lib  # <- app" in lines
 
-    def test_verbose_heads_the_list_with_its_counts(self, pip):
-        lines = wppm_module.top_level_as_requirements(pip.top_level(["app", "lib", "orphan"]), verbose=True)
-        assert "3 entries -> 2" in "\n".join(lines[:2])
+    def test_verbose_heads_the_list_with_source_and_time(self, pip):
+        lines = wppm_module.top_level_as_requirements(
+            pip.top_level(["app", "lib"]), source="req.txt", verbose=True)
+        assert re.fullmatch(r"# req\.txt, sorted, \d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2}", lines[0])
+
+    def test_verbose_heads_the_list_with_the_same_counts_stderr_gives(self, pip):
+        result = pip.top_level(["app", "lib", "orphan"])
+        lines = wppm_module.top_level_as_requirements(result, verbose=True)
+        assert lines[1:2] == wppm_module.top_level_summary(result)[:1]
+        assert lines[1] == "# 3 entries -> 2 kept, 1 already pulled in"
 
     def test_source_notes_are_kept_even_plainly(self, pip):
         """They are the author's own lines, not our commentary."""
@@ -202,6 +210,12 @@ def test_the_short_flag_does_the_same(self, graph):
     def test_verbose_adds_the_reasoning(self, graph):
         assert "#lib  # <- app" in self.wppm("-t", str(graph), "--top-level", "-v").splitlines()
 
+    def test_verbose_does_not_say_the_counts_twice(self, graph):
+        """Under -v they head the list, so stderr keeps quiet."""
+        proc = self.run("-t", str(graph), "--top-level", "-v")
+        assert "entries ->" in proc.stdout
+        assert "entries ->" not in proc.stderr
+
     def test_top_level_of_a_requirements_file(self, graph, tmp_path):
         req = tmp_path / "req.txt"
         req.write_text("# keep me\nlib\napp\n", encoding="utf-8")
diff --git a/wppm/wppm.py b/wppm/wppm.py
index 5feb34e3..ac907db8 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -12,6 +12,7 @@
 import shutil
 import subprocess
 import json
+from datetime import datetime
 from pathlib import Path
 from argparse import ArgumentParser, RawTextHelpFormatter
 from . import utils, piptree, diff, __version__
@@ -286,17 +287,18 @@ def top_level_as_requirements(result, comments=(), source=None, verbose=False):
 
     Plainly, it is that file and nothing else: the entries, plus the notes the
     source itself carried, so redirecting the output replaces the source
-    without losing what its author wrote in it. -v adds the reasoning -- where
-    the list came from, and every dropped entry commented out with what pulls
-    it in, so re-asking for one is uncommenting it.
+    without losing what its author wrote in it. -v adds the reasoning -- what
+    the list is made from and when, the same counts stderr gives, and every
+    dropped entry commented out with what pulls it in, so re-asking for one is
+    uncommenting it.
     """
-    kept, dropped = result["kept"], result["dropped"]
     lines = []
     if verbose:
-        lines += [f"# {Path(source).name if source else 'installed packages'}, sorted, with every entry",
-                  f"# another one already pulls in commented out: {len(kept) + len(dropped)} entries -> {len(kept)}.",
-                  ""]
-    lines += kept
+        lines += [f"# {Path(source).name if source else 'installed packages'}, sorted,"
+                  f" {datetime.now():%Y-%m-%d %H:%M:%S}"]
+        lines += top_level_summary(result) + [""]
+    lines += result["kept"]
+    dropped = result["dropped"]
     if verbose and dropped:
         lines += ["", "# ---- already pulled in by an entry above ----"]
         for text, pullers in dropped.items():
@@ -308,8 +310,10 @@ def top_level_as_requirements(result, comments=(), source=None, verbose=False):
 def top_level_summary(result):
     """What the caller should know about the answer, rather than of it.
 
-    Commented, though it goes to stderr: someone will fold the two streams
-    into one file sooner or later, and a comment costs nothing.
+    Goes to stderr, so a redirected list stays a list -- and heads the list
+    itself under -v, where the reasoning belongs in the file. Commented either
+    way: someone will fold the two streams into one file sooner or later, and a
+    comment costs nothing.
     """
     kept, dropped = result["kept"], result["dropped"]
     notes = [f"{len(kept) + len(dropped)} entries -> {len(kept)} kept, {len(dropped)} already pulled in"]
@@ -384,8 +388,9 @@ def main(test=False):
             sys.exit()
         for line in top_level_as_requirements(result, comments, source, args.verbose):
             print(line)
-        for note in top_level_summary(result):   # stderr: a redirected list stays a list
-            print(note, file=sys.stderr)
+        if not args.verbose:   # -v already heads the list with them; don't say it twice
+            for note in top_level_summary(result):
+                print(note, file=sys.stderr)
         sys.exit()
     elif args.list:
         pip = piptree.PipData(targetpython, args.wheelsource)

From d445f7c2a98c66fee5413828ed4ed93282c55274 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 19:28:16 +0200
Subject: [PATCH 152/157] adding example of wppm  requirements_slim.txt -tl -v

---
 requirements64_slim.txt | 524 ----------------------------------------
 requirements_slim.txt   | 179 ++++++++++++++
 2 files changed, 179 insertions(+), 524 deletions(-)
 delete mode 100644 requirements64_slim.txt
 create mode 100644 requirements_slim.txt

diff --git a/requirements64_slim.txt b/requirements64_slim.txt
deleted file mode 100644
index 8282192e..00000000
--- a/requirements64_slim.txt
+++ /dev/null
@@ -1,524 +0,0 @@
-# 313
-# ortool 290MO UNCOMPRESSED
-# re-add pandoc … 618Mo?
-# 698 Mo after remoal of moviepy/imageio-ffmpeg
-# 714 Mo after removal of maturin and WASM Klein 
-# 725Mo before removal of: maturin 7 Mo, WASM KLEIN example
-#2024-09-22: swifter removed
-
-#2024-12-28 add pydantic_ai
-
-# the essential
-wheel
-pywin32
-build
-
-
-# compilers
-cython
-pycparser
-cffi
-
-# numeric stones
-numpy
-
-scipy
-sympy
-Pillow
-matplotlib
-
-pandas
-
-# sql - data
-
-pyodbc
-
-
-SQLAlchemy
-sqlparse
-sqlite_bro
-baresql
-mysql_connector_python
-pg8000
-ipython_sql
-
-XlsxWriter
-
-pymongo
-redis
-
-# high numeric
-#numexpr 2024-12-25: not worth it
-
-#h5py 2024-12-25: not worth it
-
-cytoolz
-#netCDF4 2024-12-25: not worth it
-xarray
-
-#Pulp 2024-12-25: not worth it
-
-scikit_learn
-scikit_image
-
-
-
-# gui
-jupyter
-ipython
-
-spyder
-
-# seaborn wants patsy and statsmodels for linear modeling
-seaborn
-patsy
-statsmodels
-
-holoviews
-mpld3
-
-# web
-beautifulsoup4
-
-lxml
-html5lib
-requests
-
-
-simplejson
-
-flask
-
-# dev complements
-
-pytest
-jedi
-pep8
-pyflakes
-
-pylint
-
-numpydoc
-
-twine
-
-# other
-networkx
-nltk
-
-# PyAudio  2024-12-25: not worth it, no visibility of source
-sounddevice
-
-pyserial
-
-#pdf
-
-reportlab
-
-
-# Pierre Raybaut Stack (PyQt5 only for now)
-plotpy
-PythonQwt
-guidata
-
-# for dask
-
-lmfit
-
-# Qt
-
-pyqtgraph
-
-
-# yet other
-julia
-
-# remember me why
-certifi
-click
-
-
-
-sphinx_rtd_theme
-Sphinx
-greenlet
-rx
-
-# wheelhouse-uploader apache-libcloud (is heavy)
-
-Markdown
-
-prompt-toolkit
-ptpython
-
-geopy
-
-wordcloud
-
-
-
-pycodestyle
-
-altair
-nbconvert
-pypandoc
-
-
-
-
-fuzzywuzzy
-#scikit_fuzzy
-imageio
-
-#xlwings 2024-12-25 not worth it
-
-# parallelize (and replace celery)
-joblib
-#dask[complete] contains irrelevant pyarrow-hotfix
-dask[array,dataframe,distributed,diagnostics]
-
-# dask 'bag' and 'delayed'
-cloudpickle
-toolz
-partd
-
-brotli
-
-
-pybind11
-
-#SLIM_2024 pygame
-plotnine
-
-
-
-#SLIM_2024 moviepy
-
-
-#no download streamz
-
-
-# Tensorflow_world
-###edward
-###Keras
-###keras_vis
-###Tensorflow_cpu
-###tensorflow_probability
-
-##keras-tuner
-
-# pytorch eco-system
-#Torch
-#torchvision
-#torchaudio
-#botorch
-#lightning
-#kornia
-#transformers[torch]
-#accelerate
-#fidle (tensorboard-2.15.1 wants still protobuf<4.24 , problem with ortools)
-## waiting for torch:
-##fastai
-##spacy
-
-# if we drop torch: jaxlib ml-dtypes numpy scipy jax opt-einsum
-#jax[cpu]
-
-terminado
-
-# pywinpty added due link removed from terminado for PyPy3
-pywinpty
-
-Send2Trash
-
-vega_datasets
-
-regex
-
-#loky
-
-hvplot
-
-#clrmagic 2024-12-25 not Worth it
-#pythonnet 2024-12-25 not Worth it
-
-cvxopt
-
-numba
-##pyarrow
-
-
-cvxpy
-mypy
-
-datashader
-
-mlxtend
-
-##jupyterlab_rise
-
-simpy
-
-
-trio
-
-#dead2025-07-13: imbalanced-learn then rewaken ?
-imbalanced-learn
-
-tzlocal
-astropy
-
-panel
-
-hypothesis
-geopandas
-
-mercantile
-
-#rasterio 2024-12-25  not jangmin and maxsecure
-
-quantecon
-
-kiwisolver
-
-# automate notebooks 2019-04-26
-papermill
-
-autopep8
-black
-
-## winrt not yet
-
-
-# python_language_server no more
-python_lsp_server
-pexpect
-
-
-#swagger flask (still no asyncio choice)
-#flask_accepts
-#flaskerize
-# flask_RESTplus ... shall be now flask-restx
-quart
-datasette
-hypercorn
-
-#complementing asgi stack
-#2023-03-19 no more with sqlalchemy2.0
-##databases[sqlite]
-
-## ibis-framework no big life
-
-folium
-plotly
-
-
-umap-learn
-#SLIM_2024 virtualenv
-pympler
-## pipdeptree replaced par wppm
-
-##nlopt
-
-#2025-02-15 flask-sqlalchemy
-#2025-02-15 flask-session
-#2025-02-15 flask-Mail
-python-dotenv
-httpie
-asgiref
-
-#SLIM_2024 importlib_metadata
-
-
-##jupyterlab things
-jupyterlab
-widgetsnbextension
-
-##jupyterlab_launcher
-jupyter_bokeh
-#2023-05-21 too fragile: dask_labextension
-#SLIM_2024 pydeck
-
-## jupyterlab3 only
-jupyterlab-widgets
-
-## 2020-09-27 jupyterlab2 only
-ipympl
-ipyleaflet
-
-ipycanvas
-
-#SLIM_2024 wasmer
-#SLIM_2024 wasmer_compiler_cranelift
-#SLIM_2024 wasmer_compiler_singlepass
-
-fastapi
-
-
-datasette_graphql
-sqlite_utils
-aiosqlite
-
-
-## onnxruntime
-
-##sklearn-contrib-lightning
-openpyxl
-zstandard
-
-
-pynndescent
-
-
-flit
-## 2023-10-15 (too constraining) poetry
-## so moves to hatch 
-## buth hatch wants now uv.. a bit too much
-hatchling
-
-#ecos 2024-12-25
-
-##csvs_to_sqlite
-datasette_graphql
-sqlite_utils
-
-maturin
-
-orjson
-
-
-#2023-08-22 fuzz replacements
-rapidfuzz
-
-streamlit
-streamlit-bokeh
-
-## 2024-09-08 until plotly at least updates its lumnio thing https://github.com/plotly/plotly.py/pull/4685
-# dash
-alembic
-
-
-#webapps example needs
-Django
-#channels
-
-
-## badly formed uvicorn[standard]
-uvicorn
-python-multipart
-deap
-
-polars
-
-##timseries bis
-
-
-# for SSRS
-requests_ntlm
-missingno
-
-##xgboost
-# lightgbm ?
-duckdb
-
-
-# for flask
-waitress
-
-#2023-10-08 soon:jupyterlab-lsp
-
-array-api-compat
-
-
-mpmath
-
-openai
-
-
-#azure
-azure-identity
-azure-cosmos
-azure-core
-
-## build
-
-# write & read QRcode
-python-barcode
-qrcode
-#not compatible with numpy-2.3 2025-09-14: opencv-python
-
-#llm follow-up
-# llm
-#risk llm_gpt4all
-# llm_llama_cpp
-# llm_markov
-# llm-python
-huggingface_hub
-
-
-#course of langchain https://learn.deeplearning.ai/langchain-chat-with-your-data
-pypdf
-yt_dlp
-pydub
-
-
-# new friends of panel (load psygnal, a qt-like signaling)
-anywidget
-
-keras
-
-
-
-# pyomo becomes a frequent wrapper nowodays
-
-langchain
-pyomo
-#NUMPY2_WAIT highspy
-#pymoo 2024-12-25 not well maintained
-
-clarabel
-#SLIM_2024 ortools
-
-#waiting cvxpy
-scs
-optuna
-
-
-#pyarrow complement
-adbc_driver_manager
-#adbc_driver_sqlite
-#backport optional importlib_resources
-
-#cartopy 2024-12-26 use geopandas more popular (that include gdal via pyogrio)
-
-#2024-12-26 agent ai things
-pydantic-ai-slim[a2a,anthropic,cli,cohere,evals,google,groq,mcp,mistral,openai,vertexai]
-skrub
-termcolor
-tiktoken
-
-# from Microsoft own distro
-thefuzz
-tabulate
-squarify
-PyWavelets
-prince
-faker
-
-pyusb
-
-sv-ttk
-typer
-
-onnxruntime
-markitdown
-pyvisa
-
-soundfile
-psycopg2
-pipdeptree
-
-ipykernel!=7.0.0,!=7.0.1
-
-foundry-local-sdk
-
diff --git a/requirements_slim.txt b/requirements_slim.txt
new file mode 100644
index 00000000..24e9b326
--- /dev/null
+++ b/requirements_slim.txt
@@ -0,0 +1,179 @@
+# requirements_slim.txt, sorted, 2026-08-13 19:15:35
+# 160 entries -> 112 kept, 48 already pulled in
+# 8 repeated, collapsed: brotli, openai, pympler, pytest, python-barcode, pywavelets, sympy, xlsxwriter
+
+adbc_driver_manager
+aiosqlite
+anywidget
+array-api-compat
+azure-cosmos
+baresql
+brotli
+build
+cvxopt
+cvxpy
+cython
+cytoolz
+dask[array,dataframe,diagnostics]
+datasette_graphql
+datashader
+deap
+duckdb
+faker
+fastapi
+flit
+folium
+foundry-local-sdk
+fuzzywuzzy
+geopy
+hatchling
+html5lib
+httpie
+hvplot
+hypothesis
+imbalanced-learn
+ipycanvas
+ipyleaflet
+ipympl
+ipython_sql
+julia
+jupyter
+jupyter_bokeh
+keras
+langchain
+lmfit
+lxml
+markitdown
+maturin
+mercantile
+missingno
+mlxtend
+mpld3
+mssql-python
+mypy[mypyc]
+mysql_connector_python
+nltk
+onnxruntime_genai
+opencv-python
+openpyxl
+optuna
+papermill
+pep8
+pg8000
+pipdeptree
+plotly
+plotnine
+plotpy
+polars
+prince
+psycopg2
+ptpython
+pybind11
+pydantic-ai-slim[a2a,anthropic,cli,cohere,evals,google,groq,mcp,mistral,openai,vertexai]==1.12.0
+pympler
+pyodbc
+pyomo
+pypandoc
+pypdf
+pyqtgraph
+pyserial
+pytest
+python-barcode
+pyusb
+pyvisa
+pywavelets
+qrcode
+quantecon
+quart
+redis
+reportlab
+requests_ntlm
+rx
+shapely
+simplejson
+simpy
+skrub
+sounddevice
+soundfile
+sphinx_rtd_theme
+spyder
+sqlite_bro
+squarify
+streamlit-bokeh
+termcolor
+thefuzz
+tiktoken
+trio
+twine
+typer
+tzlocal
+umap-learn
+vega_datasets
+waitress
+wheel
+wordcloud
+xlsxwriter
+yt_dlp
+
+# ---- already pulled in by an entry above ----
+#alembic  # <- optuna
+#Altair  # <- prince, streamlit, streamlit-bokeh
+#appdirs  # <- ptpython
+#azure-core  # <- azure-cosmos, azure-identity, mssql-python
+#azure-identity  # <- mssql-python
+#black  # <- spyder
+#clarabel  # <- cvxpy
+#datasette  # <- datasette-graphql
+#fasta2a  # <- pydantic-ai-slim
+#flatbuffers  # <- markitdown, onnxruntime, onnxruntime-genai
+#groq  # <- pydantic-ai-slim
+#guidata  # <- PlotPy
+#holoviews  # <- hvplot
+#huggingface_hub  # <- pydantic-ai-slim
+#imageio  # <- PlotPy, scikit-image
+#jupyterlab  # <- jupyter
+#markdownify  # <- markitdown
+#matplotlib  # <- ipympl, missingno, mlxtend, mpld3, plotnine, ...
+#mistralai  # <- pydantic-ai-slim
+#networkx  # <- PlotPy, scikit-image
+#numba  # <- datashader, quantecon, umap-learn
+#numpy  # <- baresql, clarabel, cvxpy, dask, datashader, ...
+#onnxruntime  # <- markitdown, onnxruntime-genai
+#openai  # <- pydantic-ai-slim
+#pandas  # <- baresql, dask, datashader, holoviews, hvplot, ...
+#protobuf  # <- markitdown, onnxruntime, onnxruntime-genai, streamlit, streamlit-bokeh
+#pyct  # <- datashader
+#pydeck  # <- streamlit, streamlit-bokeh
+#pysocks  # <- httpie
+#PythonQwt  # <- PlotPy
+#pywin32  # <- pydantic-ai-slim, Pympler
+#pyzmq  # <- jupyter, jupyterlab, papermill, spyder
+#requests  # <- azure-core, azure-cosmos, azure-identity, datashader, flit, ...
+#scikit-image  # <- PlotPy
+#scikit-learn  # <- imbalanced-learn, mlxtend, prince, skrub, umap-learn
+#scipy  # <- clarabel, cvxpy, datashader, imbalanced-learn, lmfit, ...
+#scs  # <- cvxpy
+#seaborn  # <- missingno
+#setuptools  # <- cvxpy, datasette, datasette-graphql, httpie, mypy
+#SQLalchemy  # <- alembic, ipython-sql, optuna
+#sqlite-utils  # <- datasette-graphql
+#statsmodels  # <- plotnine
+#streamlit  # <- streamlit-bokeh
+#sympy  # <- quantecon
+#tifffile  # <- PlotPy, scikit-image
+#websockets  # <- langchain, pydantic-ai-slim, streamlit, streamlit-bokeh
+#whatthepatch  # <- spyder
+#zstandard  # <- langchain
+
+# ---- notes kept from the source ----
+# for WinPython-3.14 slim
+# 2026-07-12 
+#   switch geopandas for opencv
+# 2026-08-03: 
+#   astropy, django, distributed removed (place)
+#   pymongo removed
+# 2027-08-07
+#   remove geopandas (and so pyogrio, pyproj)
+# 2026-08-08 
+#   pydub unmaintained
+

From 6e087d14a4cb45842262954dd3423acbd3af110e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 13 Aug 2026 17:41:30 +0000
Subject: [PATCH 153/157] Bump pydantic-ai-slim from 0.2.9 to 1.106.0

Bumps [pydantic-ai-slim](https://github.com/pydantic/pydantic-ai) from 0.2.9 to 1.106.0.
- [Release notes](https://github.com/pydantic/pydantic-ai/releases)
- [Changelog](https://github.com/pydantic/pydantic-ai/blob/main/docs/changelog.md)
- [Commits](https://github.com/pydantic/pydantic-ai/compare/v0.2.9...v1.106.0)

---
updated-dependencies:
- dependency-name: pydantic-ai-slim
  dependency-version: 1.106.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 changelogs/requir.64-3_12_10_1slim.txt | 5 +++--
 changelogs/requir.64-3_13_5_0slim.txt  | 5 +++--
 constraints.txt                        | 2 +-
 requirements_slim.txt                  | 2 +-
 4 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/changelogs/requir.64-3_12_10_1slim.txt b/changelogs/requir.64-3_12_10_1slim.txt
index 40ca03cb..9bf7002c 100644
--- a/changelogs/requir.64-3_12_10_1slim.txt
+++ b/changelogs/requir.64-3_12_10_1slim.txt
@@ -602,8 +602,9 @@ pyct==0.5.0 \
     --hash=sha256:a4038a8885059ab8cac6f946ea30e0b5e6bdbe0b92b6723f06737035f9d65e8c
 pydantic==2.10.6 \
     --hash=sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584
-pydantic-ai-slim==0.2.9 \
-    --hash=sha256:d954ff84cb250d7150a7ed694e4f1f92f820205d036ee006d02fce3e62a3bc4e
+pydantic-ai-slim==1.106.0 \
+    --hash=sha256:0dd7a99ea3fa89b490098406c2240ba7d75c327eea094c3fd057dd7aa9f3d163 \
+    --hash=sha256:e265598c8ee0e903ebb02d0494bb232be4cc8aa463ba1a55aa743cf34135dacf
 pydantic-core==2.27.2 \
     --hash=sha256:cc3f1a99a4f4f9dd1de4fe0312c114e740b5ddead65bb4102884b384c15d8bc9
 pydantic-evals==0.2.9 \
diff --git a/changelogs/requir.64-3_13_5_0slim.txt b/changelogs/requir.64-3_13_5_0slim.txt
index d01e834e..45a954a4 100644
--- a/changelogs/requir.64-3_13_5_0slim.txt
+++ b/changelogs/requir.64-3_13_5_0slim.txt
@@ -602,8 +602,9 @@ pyct==0.5.0 \
     --hash=sha256:a4038a8885059ab8cac6f946ea30e0b5e6bdbe0b92b6723f06737035f9d65e8c
 pydantic==2.10.6 \
     --hash=sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584
-pydantic-ai-slim==0.2.9 \
-    --hash=sha256:d954ff84cb250d7150a7ed694e4f1f92f820205d036ee006d02fce3e62a3bc4e
+pydantic-ai-slim==1.106.0 \
+    --hash=sha256:0dd7a99ea3fa89b490098406c2240ba7d75c327eea094c3fd057dd7aa9f3d163 \
+    --hash=sha256:e265598c8ee0e903ebb02d0494bb232be4cc8aa463ba1a55aa743cf34135dacf
 pydantic-core==2.27.2 \
     --hash=sha256:953101387ecf2f5652883208769a79e48db18c6df442568a0b5ccd8c2723abee
 pydantic-evals==0.2.9 \
diff --git a/constraints.txt b/constraints.txt
index f87ab5d7..2c49b456 100644
--- a/constraints.txt
+++ b/constraints.txt
@@ -323,7 +323,7 @@ pycodestyle>=2.12.0
 pycparser>=2.23
 pyct>=0.5.0
 pydantic>=2.12.4
-pydantic-ai-slim>=1.12.0
+pydantic-ai-slim>=1.106.0
 pydantic-evals>=1.12.0
 pydantic-graph>=1.12.0
 pydantic-settings>=2.11.0
diff --git a/requirements_slim.txt b/requirements_slim.txt
index 24e9b326..8ff9d235 100644
--- a/requirements_slim.txt
+++ b/requirements_slim.txt
@@ -69,7 +69,7 @@ prince
 psycopg2
 ptpython
 pybind11
-pydantic-ai-slim[a2a,anthropic,cli,cohere,evals,google,groq,mcp,mistral,openai,vertexai]==1.12.0
+pydantic-ai-slim[a2a,anthropic,cli,cohere,evals,google,groq,mcp,mistral,openai,vertexai]==1.106.0
 pympler
 pyodbc
 pyomo

From 1a30b6cd1e721a4152d95ab3fd9da0c6bd93a135 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Thu, 13 Aug 2026 21:47:32 +0200
Subject: [PATCH 154/157] 2026-03 checking

---
 .../cycle_2026_03/pylock.64-3_13_15_0dot.toml |   90 +
 .../pylock.64-3_13_15_0slim.toml              | 5854 +++++++++++++++++
 .../cycle_2026_03/pylock.64-3_14_7_0dot.toml  |   90 +
 .../cycle_2026_03/pylock.64-3_14_7_0dotf.toml |   90 +
 .../cycle_2026_03/pylock.64-3_14_7_0slim.toml | 5854 +++++++++++++++++
 .../pylock.64-3_14_7_0slimf.toml              | 5194 +++++++++++++++
 .../cycle_2026_03/pylock.64-3_15_0_4dot.toml  |   90 +
 .../cycle_2026_03/pylock.64-3_15_0_4dotf.toml |   90 +
 .../cycle_2026_03/pylock.64-3_15_0_4slim.toml | 3357 ++++++++++
 .../pylock.64-3_15_0_4slimf.toml              | 2983 +++++++++
 .../cycle_2026_03/requir.64-3_13_15_0dot.txt  |   16 +
 .../cycle_2026_03/requir.64-3_13_15_0slim.txt | 1064 +++
 .../cycle_2026_03/requir.64-3_14_7_0dot.txt   |   16 +
 .../cycle_2026_03/requir.64-3_14_7_0dotf.txt  |   16 +
 .../cycle_2026_03/requir.64-3_14_7_0slim.txt  | 1064 +++
 .../cycle_2026_03/requir.64-3_14_7_0slimf.txt |  944 +++
 .../cycle_2026_03/requir.64-3_15_0_4dot.txt   |   16 +
 .../cycle_2026_03/requir.64-3_15_0_4dotf.txt  |   16 +
 .../cycle_2026_03/requir.64-3_15_0_4slim.txt  |  610 ++
 .../cycle_2026_03/requir.64-3_15_0_4slimf.txt |  542 ++
 20 files changed, 27996 insertions(+)
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new file mode 100644
index 00000000..62ca9e6b
--- /dev/null
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@@ -0,0 +1,16 @@
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slim.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slim.txt
new file mode 100644
index 00000000..ed83608f
--- /dev/null
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+polars==1.43.2 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dot.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dot.txt
new file mode 100644
index 00000000..62ca9e6b
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dot.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
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+packaging==26.2 \
+    --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e
+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.47.0 \
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+wppm==17.11.20260813 \
+    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotf.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotf.txt
new file mode 100644
index 00000000..62ca9e6b
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotf.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
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+packaging==26.2 \
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+pyproject-hooks==1.2.0 \
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+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.47.0 \
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+wppm==17.11.20260813 \
+    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slim.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slim.txt
new file mode 100644
index 00000000..32962a14
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slim.txt
@@ -0,0 +1,1064 @@
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+argon2-cffi==25.1.0 \
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+argon2-cffi-bindings==25.1.0 \
+    --hash=sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98
+array-api-compat==1.15.0 \
+    --hash=sha256:7b1b9c53269061403fd5f45a8de349f16e7887653328bfa0c5f2d45299ff0a8e
+arrow==1.4.0 \
+    --hash=sha256:749f0769958ebdc79c173ff0b0670d59051a535fa26e8eba02953dc19eb43205
+asgi-csrf==0.11 \
+    --hash=sha256:03ac140115f39d4295288a9adf74fdc6ae607f6ef44abee8466520458207242b
+asgiref==3.11.0 \
+    --hash=sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d
+asn1crypto==1.5.1 \
+    --hash=sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67
+ast-serialize==0.7.0 \
+    --hash=sha256:942921b81440d3ea57f90370d5d29bf28dc81c0778e26b736013e83c7b258023
+asteval==1.0.6 \
+    --hash=sha256:5e119ed306e39199fd99c881cea0e306b3f3807f050c9be79829fe274c6378dc
+astroid==4.0.4 \
+    --hash=sha256:52f39653876c7dec3e3afd4c2696920e05c83832b9737afc21928f2d2eb7a753
+asttokens==3.0.1 \
+    --hash=sha256:15a3ebc0f43c2d0a50eeafea25e19046c68398e487b9f1f5b517f7c0f40f976a
+async-lru==2.3.0 \
+    --hash=sha256:eea27b01841909316f2cc739807acea1c623df2be8c5cfad7583286397bb8315
+asyncssh==2.23.1 \
+    --hash=sha256:f68e55476d41253d785bcac9a90834ae5fdea0f417bd6d7182608bda248de88e
+attrs==26.1.0 \
+    --hash=sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309
+authlib==1.7.2 \
+    --hash=sha256:3e1faedc9d87e7d56a164eca3ccb6ace0d61b94abe83e92242f8dc8bba9b4a9f
+autopep8==2.0.4 \
+    --hash=sha256:067959ca4a07b24dbd5345efa8325f5f58da4298dab0dde0443d5ed765de80cb
+azure-core==1.39.0 \
+    --hash=sha256:4ac7b70fab5438c3f68770649a78daf97833caa83827f91df9c14e0e0ea7d34f
+azure-cosmos==4.16.1 \
+    --hash=sha256:43717215ec1433c1ea0f0e3d465f9182fb5afff3ae2331e595367122297872f1
+azure-identity==1.25.3 \
+    --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c
+babel==2.18.0 \
+    --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
+baresql==1.0.0 \
+    --hash=sha256:a24d17f46beb47c221f328f7e06710e3896c6203a8e1909788d7128f27b86f01
+bcrypt==5.0.0 \
+    --hash=sha256:64ee8434b0da054d830fa8e89e1c8bf30061d539044a39524ff7dec90481e5c2
+beartype==0.22.9 \
+    --hash=sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2
+beautifulsoup4==4.14.3 \
+    --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb
+binaryornot==0.4.4 \
+    --hash=sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4
+black==26.5.1 \
+    --hash=sha256:577f21094ea469ef92ec1adaf2c9441a226d2144d01a5be2fa823cecf6543e50
+bleach==6.3.0 \
+    --hash=sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6
+blinker==1.9.0 \
+    --hash=sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc
+bokeh==3.9.1 \
+    --hash=sha256:8bf2aae574509055fbd6b68f023046bebc91b0bbd631d204d0d60863b4237dbd
+branca==0.8.1 \
+    --hash=sha256:d29c5fab31f7c21a92e34bf3f854234e29fecdcf5d2df306b616f20d816be425
+brotli==1.2.0 \
+    --hash=sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+cachetools==7.0.5 \
+    --hash=sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114
+caio==0.9.25 \
+    --hash=sha256:06c0bb02d6b929119b1cfbe1ca403c768b2013a369e2db46bfa2a5761cf82e40
+cattrs==25.3.0 \
+    --hash=sha256:9896e84e0a5bf723bc7b4b68f4481785367ce07a8a02e7e9ee6eb2819bc306ff
+certifi==2026.1.4 \
+    --hash=sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c
+cffi==2.1.1 \
+    --hash=sha256:3222ba5d678f80a030e6afbcc33dc1ae5cb45facabb61cee2c7016b8432fde48
+chardet==7.4.3 \
+    --hash=sha256:b95c934b9ad59e2ba8abb9be49df70d3ad1b0d95d864b9fdb7588d4fa8bd921c
+charset-normalizer==3.4.7 \
+    --hash=sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f
+clarabel==0.11.1 \
+    --hash=sha256:557d5148a4377ae1980b65d00605ae870a8f34f95f0f6a41e04aa6d3edf67148
+click==8.4.2 \
+    --hash=sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76
+click-default-group==1.2.4 \
+    --hash=sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f
+cloudpickle==3.1.2 \
+    --hash=sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a
+cohere==7.0.8 \
+    --hash=sha256:a4fe9b9e148cb277ee152009d3566434b055db9d41fc7433abda78add22632ab
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+    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
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+    --hash=sha256:3f6fde13cef2169222dd5fe2a2bf847c02d644470fdf167ed566f6421df470f7
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+    --hash=sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c
+comm==0.2.3 \
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+contourpy==1.3.3 \
+    --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd
+cookiecutter==2.7.1 \
+    --hash=sha256:cee50defc1eaa7ad0071ee9b9893b746c1b3201b66bf4d3686d0f127c8ed6cf9
+cryptography==46.0.7 \
+    --hash=sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b
+cvxopt==1.3.3 \
+    --hash=sha256:8026255a9e8c3d4bb4369765002384f160e732d2bfc395424a1a80491525a2c0
+cvxpy==1.9.2 \
+    --hash=sha256:d25f16ab7da70ac3a44b49df985f00afbe89e64c44625afd38379ca5d77f4787
+cycler==0.12.1 \
+    --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30
+cython==3.3.0a1 \
+    --hash=sha256:1df82a5050bd5061a6f42a12ff852db5c26749466c10c0cdc7ac5fbf4e936bcb
+cytoolz==1.1.0 \
+    --hash=sha256:472c1c9a085f5ad973ec0ad7f0b9ba0969faea6f96c9e397f6293d386f3a25ec
+dask==2026.7.1 \
+    --hash=sha256:985ffd6c5e9d7979ede515e84ae8d39b647d6aa64f77600f15714ff65f578fe6
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+datasette-graphql==2.2 \
+    --hash=sha256:cd9f61afdcaab1ce4ff6775296e6ece99305bf05cbfae4c1c938a6c9e60cd485
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+    --hash=sha256:7ce7154ff3ed070607f429355f57002fee5a17964e47c0b6447eeafe8cef9c82
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+    --hash=sha256:06c2fcf2e9f870da035c1372c9156ee817c2c31659ee70aae2dcc0849d2c8c49
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+    --hash=sha256:a98eec61135465b062846112e5ecf2eebb855305acc1dfbae43b72903b8ab5be
+decorator==5.2.1 \
+    --hash=sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a
+defusedxml==0.7.1 \
+    --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
+diff-match-patch==20241021 \
+    --hash=sha256:93cea333fb8b2bc0d181b0de5e16df50dd344ce64828226bda07728818936782
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+    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
+dnspython==2.8.0 \
+    --hash=sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af
+docstring-parser==0.17.0 \
+    --hash=sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708
+docstring-to-markdown==0.17 \
+    --hash=sha256:fd7d5094aa83943bf5f9e1a13701866b7c452eac19765380dead666e36d3711c
+docutils==0.22.4 \
+    --hash=sha256:d0013f540772d1420576855455d050a2180186c91c15779301ac2ccb3eeb68de
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+    --hash=sha256:9dc826c4b50e64f6c4e4d07a3a9cb075ef70ba3899dc43ec5493dc3d7b04b353
+email-validator==2.2.0 \
+    --hash=sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631
+entrypoints==0.4 \
+    --hash=sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f
+et-xmlfile==2.0.0 \
+    --hash=sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa
+eval-type-backport==0.3.1 \
+    --hash=sha256:279ab641905e9f11129f56a8a78f493518515b83402b860f6f06dd7c011fdfa8
+exceptiongroup==1.3.1 \
+    --hash=sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598
+executing==2.2.1 \
+    --hash=sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017
+faker==40.28.1 \
+    --hash=sha256:e8d3f5c469100a553d246dce7937c291308068a5ec6c9c3a228d7878b50720be
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+    --hash=sha256:1b5369ee1b62405eebafa6d71c57c9e40a1a3f0dcbae5ec3aa6ee450361028dd
+fastapi==0.141.1 \
+    --hash=sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3
+fastavro==1.12.1 \
+    --hash=sha256:792356d320f6e757e89f7ac9c22f481e546c886454a6709247f43c0dd7058004
+fastjsonschema==2.21.2 \
+    --hash=sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463
+fastmcp-slim==3.4.7 \
+    --hash=sha256:6c931a0089705f3f2935428ef9b2bc74ad94140adc64aab84d116d103e694b3a
+filelock==3.32.2 \
+    --hash=sha256:87dd94cf281e586d135fa51132b8e3d9a598b316e90377a288663c9321036c82
+flake8==7.1.1 \
+    --hash=sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213
+flask==3.1.3 \
+    --hash=sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c
+flatbuffers==25.12.19 \
+    --hash=sha256:7634f50c427838bb021c2d66a3d1168e9d199b0607e6329399f04846d42e20b4
+flexcache==0.3 \
+    --hash=sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32
+flexparser==0.4 \
+    --hash=sha256:3738b456192dcb3e15620f324c447721023c0293f6af9955b481e91d00179846
+flit==3.12.0 \
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+flit-core==3.12.0 \
+    --hash=sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c
+folium==0.20.0 \
+    --hash=sha256:f0bc2a92acde20bca56367aa5c1c376c433f450608d058daebab2fc9bf8198bf
+fonttools==4.62.1 \
+    --hash=sha256:1eecc128c86c552fb963fe846ca4e011b1be053728f798185a1687502f6d398e
+foundry-local-sdk==0.5.1 \
+    --hash=sha256:f3639a3666bc3a94410004a91671338910ac2e1b8094b1587cc4db0f4a7df07e
+fqdn==1.5.1 \
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+frozenlist==1.8.0 \
+    --hash=sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0
+fsspec==2026.7.0 \
+    --hash=sha256:b57ddbafedfaef7018c1ecab32aa200a9d7ca26b77965f64e48b70061249d279
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+    --hash=sha256:928244b28db720d1e0ee7587acf660ea49d7e4c632569cad4f1cd7e68a5f0993
+genai-prices==0.0.60 \
+    --hash=sha256:096a5c31963687e99d752789382b9e8e71c0a56f9569b9760fd0de402f8b084a
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+    --hash=sha256:e2a873b9b9e7fc38721ad73d5f4e6c9ed140d428a339970f505c07056997d40b
+geopy==2.4.1 \
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+gitdb==4.0.12 \
+    --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
+gitpython==3.1.46 \
+    --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
+google-auth==2.56.3 \
+    --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
+google-genai==2.17.0 \
+    --hash=sha256:a4835563c60aee646c9c4b261c507aa4a624710d25017012d20dc65abf3d9a54
+graphene==3.4.3 \
+    --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
+graphql-core==3.2.11 \
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+graphql-relay==3.2.0 \
+    --hash=sha256:c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5
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+    --hash=sha256:fa16db582455db324adcff1b5908519474736872e28cd5c8fa2b8bef6860e12a
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+    --hash=sha256:5e3194a432701e1cc6f69a8b1b2fa199ef907013fede8d9a09a2c5b7b8141a18
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+    --hash=sha256:0be972be84cfcaf46c8c6edf690ca0f154ac17babf1f6a955a51579b34ad2dc5
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+setuptools==83.0.0 \
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+spyder==6.1.6 \
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+zstandard==0.25.0 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimf.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimf.txt
new file mode 100644
index 00000000..77ebafdd
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimf.txt
@@ -0,0 +1,944 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+adbc-driver-manager==1.11.0 \
+    --hash=sha256:b853e613c6c8afbe7a3fcea0098c88b935a4d1e1b046813aed1fe7363c7b8fc7
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
+aiohttp==3.14.1 \
+    --hash=sha256:5e78b522b7a6e27e0b25d19b247b75039ac4c94f99823e3c9e53ae1603a9f7e9
+aiosignal==1.4.0 \
+    --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e
+aiosqlite==0.22.1 \
+    --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb
+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
+alembic==1.18.5 \
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+altair==6.2.2 \
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+    --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dot.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dot.txt
new file mode 100644
index 00000000..62ca9e6b
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dot.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
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+packaging==26.2 \
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+pyproject-hooks==1.2.0 \
+    --hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.47.0 \
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+wppm==17.11.20260813 \
+    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotf.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotf.txt
new file mode 100644
index 00000000..62ca9e6b
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotf.txt
@@ -0,0 +1,16 @@
+build==1.5.0 \
+    --hash=sha256:13f3eecb844759ab66efec90ca17639bbf14dc06cb2fdf37a9010322d9c50a6f
+colorama==0.4.6 \
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+packaging==26.2 \
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+pyproject-hooks==1.2.0 \
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+setuptools==83.0.0 \
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+sqlite-bro==1.3.2 \
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+wheel==0.47.0 \
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+wppm==17.11.20260813 \
+    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slim.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slim.txt
new file mode 100644
index 00000000..a3f769fc
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slim.txt
@@ -0,0 +1,610 @@
+absl-py==2.5.0 \
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+    --hash=sha256:4221140e633e45b076953c64bcb9b41a744833527f9a037c1ca98bc270798cbf
+ptpython==3.0.32 \
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+    --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35
+pure-eval==0.2.3 \
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+pyasn1==0.6.3 \
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+pybind11==3.0.4 \
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+pycparser==3.0 \
+    --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
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+pyflakes==3.4.0 \
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+pygments==2.19.2 \
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+pylint==4.0.6 \
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+pylint-venv==3.0.4 \
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+pynacl==1.6.2 \
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+pyomo==6.10.1 \
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+pyserial==3.5 \
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+pysocks==1.7.1 \
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+pytest==9.0.3 \
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+python-barcode==0.16.1 \
+    --hash=sha256:5776567478c9a0dae473374bb86631ba0b5ea99aaf302763b364e367ac51f367
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+python-dotenv==1.2.2 \
+    --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a
+python-json-logger==4.1.0 \
+    --hash=sha256:132994765cf75bf44554be9aa49b06ef2345d23661a96720262716438141b6b2
+python-multipart==0.0.32 \
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+python-slugify==8.0.4 \
+    --hash=sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8
+pytokens==0.4.1 \
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+pytoolconfig==1.3.1 \
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+pyuca==1.2 \
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+pyusb==1.3.1 \
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+pyviz-comms==3.0.6 \
+    --hash=sha256:4eba6238cd4a7f4add2d11879ce55411785b7d38a7c5dba42c7a0826ca53e6c2
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+pyzmq==27.1.0 \
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+qrcode==8.2 \
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+readme-renderer==44.0 \
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+rfc3986==2.0.0 \
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+rich==15.0.0 \
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+setuptools==83.0.0 \
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+sqlite-fts4==1.0.3 \
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+text-unidecode==1.3 \
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+threadpoolctl==3.6.0 \
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+tomli-w==1.2.0 \
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+watchdog==6.0.0 \
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+whatthepatch==1.0.7 \
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+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+yapf==0.43.0 \
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+yarl==1.24.5 \
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+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zipp==3.23.0 \
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diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimf.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimf.txt
new file mode 100644
index 00000000..e5820b4d
--- /dev/null
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimf.txt
@@ -0,0 +1,542 @@
+absl-py==2.5.0 \
+    --hash=sha256:0f17b89f2a4eaaedc4f28c622998aa690564b3012a396a4ffad0821007fe03ba
+aiofiles==25.1.0 \
+    --hash=sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695
+aiohappyeyeballs==2.6.1 \
+    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
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+alabaster==1.0.0 \
+    --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b
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+anyio==4.14.2 \
+    --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
+appdirs==1.4.4 \
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+    --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
+xlsxwriter==3.2.9 \
+    --hash=sha256:9a5db42bc5dff014806c58a20b9eae7322a134abb6fce3c92c181bfb275ec5b3
+yapf==0.43.0 \
+    --hash=sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca
+yarl==1.24.5 \
+    --hash=sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7
+yt-dlp==2026.3.17 \
+    --hash=sha256:32992db94303a8a5d211a183f2174834fe7f8c29d83ed2e7a324eae97a8f26d8
+zipp==3.23.0 \
+    --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e

From f11e5b7a8b10f271801952c733899382840c9033 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 16 Aug 2026 10:47:29 +0200
Subject: [PATCH 155/157] -tl as tree roots for -p and -r, and a shorter readme

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
---
 README_PYPI.md   | 299 +++++++++++++++++++----------------------------
 wppm/__init__.py |   2 +-
 wppm/piptree.py  |  27 +++--
 wppm/wppm.py     |  23 ++--
 4 files changed, 154 insertions(+), 197 deletions(-)

diff --git a/README_PYPI.md b/README_PYPI.md
index 9b239926..026c77cf 100644
--- a/README_PYPI.md
+++ b/README_PYPI.md
@@ -1,6 +1,6 @@
-# wppm — the dependency questions `pip` won't answer
+# wppm — Manage your Python packages
 
-`wppm` is a small companion to `pip`, for **any** Python environment (it was born in
+`wppm` is a complement to `pip`, for **any** Python environment (it was born in
 [WinPython](https://winpython.github.io/), the portable Windows distribution, but does
 not require it). Keep using `pip` to install and remove things — use `wppm` to *see*
 what is actually there.
@@ -9,200 +9,187 @@ what is actually there.
 pip install wppm
 ```
 
-## Which extras of a package are actually usable here?
+## Global navigation commands
 
-You installed `flit`. Its `[doc]` and `[test]` extras promise more. What is missing?
+**What packages are there?** package version and summary
 
 ```console
-$ wppm -p "flit![.]"
-flit[doc]==3.12.0 ,
-    pygments-github-lexers==? ;extra==doc
-    sphinx==? ;extra==doc
-    sphinxcontrib-github-alt==? ;extra==doc
-flit[test]==3.12.0 ,
-    pytest-cov==? ;extra==test
-    responses==? ;extra==test
-    testpath==? ;extra==test
-    tomli==? ;extra==test
+$ wppm -ls
+Package            Version        Summary
+__________________ ______________ ______________________________________________________________________
+build              1.5.0          A simple, correct Python build frontend
+certifi            2026.6.17      Python package for providing Mozilla's CA Bundle.
+charset-normalizer 3.4.9          The Real First Universal Charset Detector. Open, modern and actively m
+...
 ```
 
-`[.]` means *every extra*, `!` means *only show what is missing*, and `==?` marks a
-requirement that is not installed. Extras with nothing missing are simply not printed —
-so an empty answer means "everything this package offers is ready to use".
+**What did I actually ask for?** Nothing in an environment records which packages you
+chose and which merely came along. `-tl` keeps only the entries nothing else pulls in:
 
-Drop the `!` to see the whole picture instead, installed versions included:
+```console
+$ wppm -tl
+build
+duckdb
+flake8
+flit
+pandas
+pillow
+pipdeptree
+pytest
+PyYAML
+wppm
+# 32 entries -> 10 kept, 22 already pulled in
+```
+
+**What are the dependencies?**
 
 ```console
-$ wppm -p "requests[.]" -l1
-requests==2.34.2 ,
-    certifi==2026.6.17 >=2023.5.7
-    charset-normalizer==3.4.9 <4,>=2
-    idna==3.18 <4,>=2.5
-    urllib3==2.7.0 <3,>=1.26
-requests[socks]==2.34.2 ,
-    certifi==2026.6.17 >=2023.5.7
-    charset-normalizer==3.4.9 <4,>=2
-    idna==3.18 <4,>=2.5
-    pysocks==? !=1.5.7,>=1.5.6;extra==socks
-    urllib3==2.7.0 <3,>=1.26
-requests[use-chardet-on-py3]==2.34.2 ,
-    certifi==2026.6.17 >=2023.5.7
-    chardet==? <8,>=3.0.2;extra==use-chardet-on-py3
-    charset-normalizer==3.4.9 <4,>=2
-    idna==3.18 <4,>=2.5
-    urllib3==2.7.0 <3,>=1.26
+$ wppm -tl -p
+build==1.5.0 ,
+    colorama==0.4.6 ;os_name==nt
+    packaging==26.2 >=24.0
+    pyproject-hooks==1.2.0
+duckdb==1.5.4
+flake8==7.1.1 ,
+    mccabe==0.7.0 (<0.8.0,>=0.7.0)
+...
 ```
 
-## Who pulls in `pytest`, and through which extra?
+## Navigation per package(s)
 
-The reverse direction, `-r`, is extras-aware too — it tells you *why* something is in
-your environment, down to the extra that asked for it:
+**What does a package need?** `-p` walks downwards, `-l` says how many levels:
 
 ```console
-$ wppm -r "pytest[.]"
-pytest==9.0.3
-pytest[all]==9.0.3 ,
-    idna[all]==3.18 [requires: pytest>=8.3.2;extra==all]
-    pandas[all]==3.0.3 [requires: pytest>=8.3.4;extra==all]
-pytest[dev]==9.0.3
-pytest[test]==9.0.3 ,
-    flit[test]==3.12.0 [requires: pytest>=2.7.3;extra==test]
-    pandas[test]==3.0.3 [requires: pytest>=8.3.4;extra==test]
-pytest[testing]==9.0.3 ,
-    pluggy[testing]==1.6.0 [requires: pytest;extra==testing]
-pytest[tests]==9.0.3 ,
-    pillow[tests]==12.3.0 [requires: pytest;extra==tests]
+$ wppm -p pandas -l2
+pandas==3.0.3 ,
+    numpy==2.4.6 >=2.3.3;python_version>=3.14
+    python-dateutil==2.9.0.post0 >=2.8.2,
+        six==1.17.0 >=1.5
+    tzdata==2025.3 ;sys_platform==win32
 ```
 
-## What will break when I upgrade?
-
-With `-r`, the `!` filter keeps only the packages that *pin or cap* the one you name —
-the handful that will actually fight your next upgrade, instead of the long list of
-packages that merely depend on it:
+**What packages are upgrade constrained?** `-r` walks upwards, and `!` keeps only the packages
+that *pin or cap* the one you name, `.` means to look for *every package*:
 
 ```console
-$ wppm -r "pluggy!"
-pluggy==1.6.0 ,
-    pytest==9.0.3 [requires: pluggy<2,>=1.5]
+$ wppm -r  ".!"
+charset-normalizer==3.4.9 ,
+    requests==2.34.2 [requires: charset-normalizer<4,>=2]
+idna==3.18 ,
+    requests==2.34.2 [requires: idna<4,>=2.5]
+...
 ```
 
-An empty answer here is good news: nothing constrains it, upgrade away.
+> Quoting: `!` and `[` are shell metacharacters in POSIX shells, so quote any argument
+> containing them (`wppm -r "pluggy!"`). In `cmd.exe` the quotes are optional.
+
 
-And the whole constraint web of an environment — every package, every extra, nine
-levels deep — is one command:
+## Package [Extras] analysis
 
+use brackets to specify extra(s) `[extra]`, `[.]` means *every extra*,
+and `!` narrows the answer to what is **missing** — `==?` marks a requirement that is
+not installed:
+
+**What am I missing, per flit extra?**
 ```console
-$ wppm -p ".[.]" -l9
+$ wppm -p "flit![.]"
+flit[doc]==3.12.0 ,
+    pygments-github-lexers==? ;extra==doc
+    sphinx==? ;extra==doc
+    sphinxcontrib-github-alt==? ;extra==doc
+flit[test]==3.12.0 ,
+    pytest-cov==? ;extra==test
+    responses==? ;extra==test
+    testpath==? ;extra==test
+    tomli==? ;extra==test
 ```
 
-## What did you actually ask for?
-
-`-p` and `-r` answer for one package. `-tl` answers for a whole list: it keeps only the
-entries nothing else in that list already pulls in. Plainly, it prints that list and
-nothing else -- so the output *is* the new file, and the counts go to stderr where a
-redirection leaves them behind:
+**Which package[extra] may want numpy?**
 
 ```console
-$ wppm requirements_slim.txt -tl -t D:\WPy64\python > requirements_slim_new.txt
-# 160 entries -> 112 kept, 48 already pulled in
-# 8 repeated, collapsed: brotli, openai, pympler, pytest, python-barcode, ...
+$ wppm -r "numpy[.]"
+numpy==2.4.6 ,
+    pandas==3.0.3 [requires: numpy>=2.3.3;python_version>=3.14]
+numpy[all]==2.4.6 ,
+    duckdb[all]==1.5.4 [requires: numpy;extra==all]
 ```
 
-Those two lines are commented although they go to stderr, so folding both streams into
-one file (`> new.txt 2>&1`) still leaves a file pip can read.
+## Pruning a requirements file
 
-The notes the source file carried are kept, since they are its author's. `-v` adds the
-reasoning: what the list is made from and when, the same counts, and every dropped entry
-commented out with what pulls it in, so re-asking for one is uncommenting it. stderr then
-keeps quiet, the counts being in the file already.
+Given a file, `-tl` answers for that file's entries. Plainly, it prints the pruned list
+and nothing else — so the output is a reduced requirement file, `-v` will include the
+reason for each pruned package:
 
 ```console
-$ wppm requirements_slim.txt -tl -v -t D:\WPy64\python
-# requirements_slim.txt, sorted, 2026-08-13 19:22:43
+$ wppm requirements.txt -tl > requirements_new.txt
 # 160 entries -> 112 kept, 48 already pulled in
 # 8 repeated, collapsed: brotli, openai, pympler, pytest, python-barcode, ...
+```
 
+```console
+$ wppm requirements.txt -tl -v
+# requirements.txt, sorted, 2026-08-13 19:22:43
+# 160 entries -> 112 kept, 48 already pulled in
 ...
 #numpy  # <- baresql, clarabel, cvxpy, dask[array,dataframe,diagnostics], datashader, ...
 #scikit-learn  # <- imbalanced-learn, mlxtend, prince, skrub, umap-learn
 #whatthepatch  # <- spyder
 ```
 
-With no file, the question becomes "of everything installed here, what did anything
-actually ask for?":
-
-```console
-$ wppm --top-level -t D:\WPy64\python
-```
-
-An optional dependency only counts where its extra is asked for, and a mutual pair keeps
-both members -- dropping either would take the other with it. With `-ws` the facts come
-from a wheelhouse instead of an installation, so a list can be pruned before anything is
-built; where the wheelhouse holds several versions of a package, the newest one answers.
-
-## Everything is available as JSON
+## Answers a script can read
 
-Any of `-p`, `-r`, `-ls`, `-md` accepts `-j` / `--json`, so the same answers can gate a
-CI job or be diffed between two environments:
-
-```console
-$ wppm -p pluggy -j
-[
-    {
-        "package": "pluggy",
-        "extra": "",
-        "version": "1.6.0",
-        "installed": true,
-        "constraint": "",
-        "depends": []
-    }
-]
-```
+`-p`, `-r`, `-tl`, `-ls` and `-md` all accept `-j` / `--json`, so the same answers can
+gate a CI job or be diffed between two environments:
 
 ```console
 $ wppm -p myapp -j | python -c "import sys,json; s=json.load(sys.stdin); [s.extend(n['depends']) for n in s]; sys.exit(1 if any(not n['installed'] for n in s) else 0)"
 ```
 
-## Or use it from Python
-
-The tree engine is a plain importable module — no subprocess, no parsing of terminal
-output. `down()` walks dependencies, `up()` walks them backwards, and both return
-indented text by default or a JSON string with `format="json"`:
+Better still, skip the terminal: the tree engine is a plain importable module — no
+subprocess, no parsing of terminal output.
 
 ```python
-import json
-from wppm import piptree
-
-pip = piptree.PipData()                 # or PipData(target=r"D:\WPy64\python")
-
-tree = json.loads(pip.down("pandas", "mysql", format="json"))
-missing = [d["package"] for d in tree[0]["depends"] if not d["installed"]]
-print(f"pandas[mysql] needs: {missing}")
+>>> from wppm import piptree
+>>> pip = piptree.PipData()             # or PipData(target=r"D:\WPy64\python")
+>>> print(pip.down("pandas", "mysql"))
+pandas[mysql]==3.0.3 ,
+    numpy==2.4.6 >=2.3.3;python_version>=3.14
+    pymysql==? >=1.1.1;extra==mysql
+    python-dateutil==2.9.0.post0 >=2.8.2,
+        six==1.17.0 >=1.5
+    sqlalchemy==? >=2.0.36;extra==mysql
+    tzdata==2025.3 ;sys_platform==win32
+>>> pip.summary("pandas")
+'Powerful data structures for data analysis, time series, and statistics'
 ```
 
-```console
-pandas[mysql] needs: ['pymysql', 'sqlalchemy']
-```
+`down()` and `up()` return indented text by default, or a JSON string with
+`format="json"`; both take `top_level=True` to start from the top-level entries.
+`top_level()` itself returns plain data — `kept`, and `dropped` mapping each dropped
+entry to whatever pulls it in:
 
 ```python
->>> print(pip.up("pluggy!"))     # who caps pluggy?
-pluggy==1.6.0 ,
-    pytest==9.0.3 [requires: pluggy<2,>=1.5]
->>> pip.summary("pandas")
-'Powerful data structures for data analysis, time series, and statistics'
+>>> pip.top_level()["kept"]
+['build', 'duckdb', 'flake8', 'flit', 'pandas', 'pillow', 'pipdeptree', 'pytest', 'PyYAML', 'wppm']
+>>> pip.top_level(["pandas", "numpy", "requests[socks]", "pytest"])["dropped"]
+{'numpy': ['pandas']}
 ```
 
-## It also works on environments you have not installed anything into
+## Environments you have not installed anything into
 
 `-t` points `wppm` at *another* Python distribution, and `-ws` at a plain directory of
 wheels — so you can inspect a portable distribution, or an offline bundle, without
 installing it first:
 
 ```console
-$ wppm -ls -ws .\wheelhouse\included.wheels --json
 $ wppm -p "pandas[.]" -t D:\WPy64\python
+$ wppm -ls -ws .\wheelhouse\included.wheels --json
 ```
 
+With `-ws` the facts come from the wheelhouse rather than an installation, so a
+requirements list can be pruned before anything is built; where several versions of a
+package are present, the newest one answers.
+
 Beyond inspection, `wppm` installs from a wheelhouse or a `pylock.toml` (`-i`, `-ws`,
 `-wd`), emits a one-document environment manifest — distribution, tools, packages,
 wheelhouse — as Markdown or JSON (`-md`, a lightweight SBOM), and does portability
@@ -215,51 +202,7 @@ menu entries with the target Python. Each distribution gets its own start menu f
 so registering one never disturbs another — but note that the target is declared under
 the `WinPython` PEP-514 vendor key.
 
-## Compared with `pipdeptree`
-
-`wppm` adds per-`[extra]` granularity in **both** directions, the `!` filter (missing
-dependencies forward, constraining dependencies backward), and the ability to inspect
-another environment (`-t`) or a bare directory of wheels (`-ws`) without installing
-anything into it.
-
-> Quoting: `!` and `[` are shell metacharacters in POSIX shells, so quote the argument
-> (`wppm -p "flit![.]"`). In `cmd.exe` the quotes are optional.
-
-## Command line
-
-```text
-usage: wppm [-h] [-v] [--register] [--unregister] [--fix] [--movable]
-            [-ws WHEELSOURCE] [-wd WHEELDRAIN] [-ls] [-lsa] [-md] [-p] [-r]
-            [-tl] [-l LEVELS] [-j] [-t TARGET] [-i] [-u]
-            [package(s) or lockfile ...]
-
-WinPython Package Manager: handle a Python distribution (WinPython or not) and its packages (17.11.20260813)
-
-positional arguments:
-  package(s) or lockfile
-                        optional package names, wheels, or lockfile
-
-options:
-  -h, --help            show this help message and exit
-  -v, --verbose         show more details on packages and actions
-  --register            Register the target Python in Windows (file extensions, icons, context menu, start menu), under the 'WinPython' PEP-514 vendor key
-  --unregister          Unregister the target Python from Windows: de-associate file extensions, icons and context menu, and remove its start menu folder
-  --fix                 make the target Python use absolute (fixed) paths in launchers and shebangs
-  --movable             make the target Python (any Windows Python) movable/portable: relative paths in launchers and shebangs
-  -ws WHEELSOURCE       wheels location, ('.' = WheelHouse): wppm pylock.toml -ws source_of_wheels, wppm -ls -ws .
-  -wd WHEELDRAIN        wheels destination: wppm pylock.toml -wd destination_of_wheels
-  -ls, --list           list installed packages matching [optional] expression: wppm -ls, wppm -ls pand
-  -lsa                  list details of packages matching [optional]  expression: wppm -lsa pandas -l1
-  -md                   markdown summary of the installation
-  -p                    show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]
-  -r                    show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]
-  -tl, --top-level      keep only the entries no other entry pulls in, sorted: wppm -tl, wppm requirements.txt -tl -v
-  -l LEVELS             show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1
-  -j, --json            machine-readable JSON output (with -p, -r, -ls, -md, -tl): wppm -p pandas[.] -j
-  -t TARGET             path to target Python distribution (default: current environment)
-  -i, --install         install a given package wheel or pylock file (use pip for more features)
-  -u, --uninstall       uninstall package  (use pip for more features)
-```
+`wppm -h` lists every option.
 
 ## Links
 
diff --git a/wppm/__init__.py b/wppm/__init__.py
index ef24d29d..9d279fc4 100644
--- a/wppm/__init__.py
+++ b/wppm/__init__.py
@@ -28,6 +28,6 @@
 OTHER DEALINGS IN THE SOFTWARE.
 """
 
-__version__ = '17.11.20260813'
+__version__ = '17.12.20260816'
 __license__ = __doc__
 __project_url__ = 'http://winpython.github.io/'
diff --git a/wppm/piptree.py b/wppm/piptree.py
index 9ee1fbab..d76d935e 100644
--- a/wppm/piptree.py
+++ b/wppm/piptree.py
@@ -396,6 +396,21 @@ def top_level(self, entries: Optional[List[str]] = None) -> Dict:
             "unknown": sorted((text for key, (text, _) in asked.items() if key not in self.distro), key=str.lower),
         }
 
+    def _roots(self, pp: str, top_level: bool = False) -> List[str]:
+        """Where a tree starts: the one package named, or "." for every installed one.
+
+        `top_level` narrows "." to the entries no other installed package pulls
+        in -- the same answer `top_level()` gives, used as the roots of a
+        forest. The whole environment then reads as a handful of trees instead
+        of one tree per package, most of them a branch of another.
+        """
+        if pp != ".":
+            return [pp] if pp in self.distro else []
+        if not top_level:
+            return list(self.distro)
+        return [key for key in (self.split_requirement(text)[0] for text in self.top_level()["kept"])
+                if key in self.distro]
+
     def _node_text(self, node: Dict) -> str:
         """Render a tree node dict as its one-line text form."""
         if not node["installed"]:
@@ -421,13 +436,11 @@ def _format_tree(self, results: List[Dict], indent: int, format: str, updown: st
             return "\n".join(filter(None, lines)).replace('"', "")
         return "\n".join(lines).replace('"', "")
 
-    def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False, format: str = "text") -> str:
+    def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False, format: str = "text", top_level: bool = False) -> str:
         """Generate downward dependency tree, as indented text or JSON (format="json")."""
         pp = ppw[:-1] if ppw.endswith('!') else ppw
         ppend = "!" if ppw.endswith('!') else "" #show only downward missing dependancies
-        ppp = [pp] if pp in self.distro else ()
-        if pp == ".":
-           ppp = [p for p in self.distro]
+        ppp = self._roots(pp, top_level)
         results = []
         for p in sorted(ppp):
             if extra == ".":
@@ -439,13 +452,11 @@ def down(self, ppw: str = "", extra: str = "", depth: int = 20, indent: int = 4,
                 results += a if a and (a[0]["depends"] or ppend=="") else []
         return self._format_tree(results, indent, format, "down")
 
-    def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False, format: str = "text") -> str:
+    def up(self, ppw: str, extra: str = "", depth: int = 20, indent: int = 4, version_req: str = "", verbose: bool = False, format: str = "text", top_level: bool = False) -> str:
         """Generate upward dependency tree, as indented text or JSON (format="json")."""
         pp = ppw[:-1] if ppw.endswith('!') else ppw
         ppend = "!" if ppw.endswith('!') else "" #show only upward limiting dependancies
-        ppp = [pp] if pp in self.distro else ()
-        if pp == ".":
-           ppp = [p for p in self.distro]
+        ppp = self._roots(pp, top_level)
         results = []
         for p in sorted(ppp):
             if extra == ".":
diff --git a/wppm/wppm.py b/wppm/wppm.py
index ac907db8..3eae525c 100644
--- a/wppm/wppm.py
+++ b/wppm/wppm.py
@@ -347,7 +347,7 @@ def main(test=False):
     parser.add_argument("-md", dest="markdown", action="store_true",help=f"markdown summary of the installation")
     parser.add_argument("-p",dest="pipdown",action="store_true",help="show Package (!= missing) dependencies of the given package[option], [.]=all: wppm -p pandas[.]")
     parser.add_argument("-r", dest="pipup", action="store_true", help=f"show Reverse (!= constraining) dependancies of the given package[option]: wppm -r pytest![test]")
-    parser.add_argument("-tl", "--top-level", action="store_true", help="keep only the entries no other entry pulls in, sorted: wppm -tl, wppm requirements.txt -tl -v")
+    parser.add_argument("-tl", "--top-level", action="store_true", help="keep only the entries no other entry pulls in, sorted: wppm -tl, wppm requirements.txt -tl -v\nwith -p or -r, start the tree from them instead of every package: wppm -tl -p")
     parser.add_argument("-l", dest="levels", type=int, default=-1, help="show 'LEVELS' levels of dependencies (with -p, -r): wppm -p pandas -l1")
     parser.add_argument("-j", "--json", dest="json", action="store_true", help="machine-readable JSON output (with -p, -r, -ls, -md, -tl): wppm -p pandas[.] -j")
     parser.add_argument("-t", dest="target", default=sys.prefix, help=f'path to target Python distribution (default: "{sys.prefix}")')
@@ -366,17 +366,20 @@ def main(test=False):
         raise RuntimeError("Incompatible arguments: --install and --uninstall")
     if args.registerWinPython and args.unregisterWinPython:
         raise RuntimeError("Incompatible arguments: --install and --uninstall")
-    if args.pipdown:
+    if args.pipdown or args.pipup:
         pip = piptree.PipData(targetpython, args.wheelsource)
-        for args_fname in args.fname:
-            pack, extra, *other = (args_fname + "[").replace("]", "[").split("[")
-            print(pip.down(pack, extra, args.levels if args.levels>=0 else 2, verbose=args.verbose, format="json" if args.json else "text"))
-        sys.exit()
-    elif args.pipup:
-        pip = piptree.PipData(targetpython, args.wheelsource)
-        for args_fname in args.fname:
+        # -tl is then a root filter, not a list of its own: "." asked for implicitly,
+        # since the top-level entries are the only sensible roots of a whole-environment forest
+        names = args.fname if any(args.fname) else (["."] if args.top_level else args.fname)
+        walk, default_depth = (pip.down, 2) if args.pipdown else (pip.up, 1)
+        if args.top_level:
+            # a forest of roots is only worth reading whole, and any round number is a
+            # limit someone hits: go deeper than any real tree, -l says otherwise
+            default_depth = 99
+        for args_fname in names:
             pack, extra, *other = (args_fname + "[").replace("]", "[").split("[")
-            print(pip.up(pack, extra, args.levels if args.levels>=0 else 1, verbose=args.verbose, format="json" if args.json else "text"))
+            print(walk(pack, extra, args.levels if args.levels>=0 else default_depth, verbose=args.verbose,
+                       format="json" if args.json else "text", top_level=args.top_level))
         sys.exit()
     elif args.top_level:
         pip = piptree.PipData(targetpython, args.wheelsource)

From bd9c772102ba2c3d76116a8857a5229174fa23b0 Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 16 Aug 2026 13:14:32 +0200
Subject: [PATCH 156/157] 2026-03 rc

---
 .../cycle_2026_03/pylock.64-3_13_15_0dot.toml |  8 +--
 .../pylock.64-3_13_15_0slim.toml              | 64 +++++++++----------
 .../cycle_2026_03/pylock.64-3_14_7_0dot.toml  |  8 +--
 .../cycle_2026_03/pylock.64-3_14_7_0dotf.toml |  8 +--
 .../cycle_2026_03/pylock.64-3_14_7_0slim.toml | 64 +++++++++----------
 .../pylock.64-3_14_7_0slimf.toml              | 32 +++++-----
 .../cycle_2026_03/pylock.64-3_15_0_4dot.toml  |  8 +--
 .../cycle_2026_03/pylock.64-3_15_0_4dotf.toml |  8 +--
 .../cycle_2026_03/pylock.64-3_15_0_4slim.toml |  8 +--
 .../pylock.64-3_15_0_4slimf.toml              |  8 +--
 .../cycle_2026_03/requir.64-3_13_15_0dot.txt  |  4 +-
 .../cycle_2026_03/requir.64-3_13_15_0slim.txt | 32 +++++-----
 .../cycle_2026_03/requir.64-3_14_7_0dot.txt   |  4 +-
 .../cycle_2026_03/requir.64-3_14_7_0dotf.txt  |  4 +-
 .../cycle_2026_03/requir.64-3_14_7_0slim.txt  | 32 +++++-----
 .../cycle_2026_03/requir.64-3_14_7_0slimf.txt | 16 ++---
 .../cycle_2026_03/requir.64-3_15_0_4dot.txt   |  4 +-
 .../cycle_2026_03/requir.64-3_15_0_4dotf.txt  |  4 +-
 .../cycle_2026_03/requir.64-3_15_0_4slim.txt  |  4 +-
 .../cycle_2026_03/requir.64-3_15_0_4slimf.txt |  4 +-
 20 files changed, 162 insertions(+), 162 deletions(-)

diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0dot.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0dot.toml
index 50ab79bc..ef96e8e8 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0dot.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0dot.toml
@@ -80,11 +80,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.11.20260813"
+version = "17.12.20260816"
 
 [[packages.wheels]]
-name = "wppm-17.11.20260813-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/84/58/c60a6fa021b5682640f14798664549e1e36618e743db093ededa54cce829/wppm-17.11.20260813-py3-none-any.whl"
+name = "wppm-17.12.20260816-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/b9/82f5e3fc98810e8349fb26b89cb36619f3f8f09f46796516b2c19cd62bf5/wppm-17.12.20260816-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5"
+sha256 = "c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0slim.toml b/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0slim.toml
index 1dc1a12a..fe3fefd6 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0slim.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_13_15_0slim.toml
@@ -146,14 +146,14 @@ sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
 
 [[packages]]
 name = "anthropic"
-version = "0.120.2"
+version = "0.121.0"
 
 [[packages.wheels]]
-name = "anthropic-0.120.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/63/af/0f5db57b9397a0f3b7fc204cbef143401a7cadaf982330f97f1ce3d39f34/anthropic-0.120.2-py3-none-any.whl"
+name = "anthropic-0.121.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/fa/91/b3d41643f1f639927e8c5fb02c3bd8bffe6f1f29e219b3bd4c61e267b15c/anthropic-0.121.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "0f0bc2b381dc0eb41c8d886b815d79c2041cd2374f83aed36f574b6dc9c579c1"
+sha256 = "6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011"
 
 [[packages]]
 name = "anyio"
@@ -1356,14 +1356,14 @@ sha256 = "8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53"
 
 [[packages]]
 name = "google-genai"
-version = "2.17.0"
+version = "2.18.0"
 
 [[packages.wheels]]
-name = "google_genai-2.17.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/b3/37/71e397a5b93d9a3c139e95acdcb00b4169ed59ae20e16616f2875170abb7/google_genai-2.17.0-py3-none-any.whl"
+name = "google_genai-2.18.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/99/63/84160760f74e6c74bab322afc26d064240f42b45a4150f184f7f2605d535/google_genai-2.18.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "a4835563c60aee646c9c4b261c507aa4a624710d25017012d20dc65abf3d9a54"
+sha256 = "4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46"
 
 [[packages]]
 name = "graphene"
@@ -2302,25 +2302,25 @@ sha256 = "0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276"
 
 [[packages]]
 name = "langchain"
-version = "1.3.13"
+version = "1.3.15"
 
 [[packages.wheels]]
-name = "langchain-1.3.13-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/95/c6/dc676c632f3d20c88789b0726c43ad5e039c25338cc3bb7090fc247d1522/langchain-1.3.13-py3-none-any.whl"
+name = "langchain-1.3.15-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/09/8d/ae721f4d68ff79a17110cabc9cb39b4568b0e3f1fe0a379b926c3f81d175/langchain-1.3.15-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "20a8fe4b1dea7db74356f7d2b5455c4970099b9f7f53c2122ea97f115c907fbd"
+sha256 = "c0d2d0d51ed7da249e8ab7487173872059a9dd46fb071d905957485b7334f987"
 
 [[packages]]
 name = "langchain-core"
-version = "1.4.9"
+version = "1.5.5"
 
 [[packages.wheels]]
-name = "langchain_core-1.4.9-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/84/70/ade2fada52772798ef815b6352b59e71b116aa0c32c3aef5be3dc2cbed12/langchain_core-1.4.9-py3-none-any.whl"
+name = "langchain_core-1.5.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e7/09/9f29e62e99118865d092acda6143a1ba6ce1893e3dcb72388a75b798e37d/langchain_core-1.5.5-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "28e3909e2a10cc81504952d795ac0a9e014c0018121ef89d48dd396fa09ec624"
+sha256 = "537037fd44ead7c1ffb9621011029ad2e347e051519d17f112d7bf7be12f4365"
 
 [[packages]]
 name = "langchain-protocol"
@@ -2335,14 +2335,14 @@ sha256 = "70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a"
 
 [[packages]]
 name = "langgraph"
-version = "1.2.9"
+version = "1.2.11"
 
 [[packages.wheels]]
-name = "langgraph-1.2.9-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/41/16/0b8dc48823f1326f3e0c8012a3c07a40da6f194299e2ec080df236287baf/langgraph-1.2.9-py3-none-any.whl"
+name = "langgraph-1.2.11-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0a/7f/c5c30e4be99ff821029c7ac872a480676bb179c9f3df85ea3f38d13f86d4/langgraph-1.2.11-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "c2d98ad94333937922ba04148641c1da2bfe45b5b8e55d7b6dcb0bb2df809e76"
+sha256 = "8bab70de7b2d00b5300fb289bcf38d8b241400f3184c1e95e8ce706fb0e8686b"
 
 [[packages]]
 name = "langgraph-checkpoint"
@@ -2379,14 +2379,14 @@ sha256 = "75fa5096c1177ce39c847096a8fe3745ffd480ddb412995f836e9f5f884c43dd"
 
 [[packages]]
 name = "langsmith"
-version = "0.10.2"
+version = "0.11.0"
 
 [[packages.wheels]]
-name = "langsmith-0.10.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/ee/17/cc8eaf4e82e4bb22009bdde20085ff91719dce643d355fed94d523300130/langsmith-0.10.2-py3-none-any.whl"
+name = "langsmith-0.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c8/aa/18d334f04c12bb9154568747539a1143a93d0c34b894662c065454f396c8/langsmith-0.11.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "c2a3929055758ac1831582f0939fafc0973cc08432365bbad335c336338ec37c"
+sha256 = "e87a3929915936c066b3fa3283ec3f3f0013e2ef7f98a443a7fbe3fab8e784a3"
 
 [[packages]]
 name = "lazy-loader"
@@ -3050,14 +3050,14 @@ sha256 = "a528761e81176dcf0988a9aab0637fc4ba5cb44fdb65a164e4398930a97e2ec8"
 
 [[packages]]
 name = "openai"
-version = "3.0.0"
+version = "3.1.0"
 
 [[packages.wheels]]
-name = "openai-3.0.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/7b/0d/9850e7eddb5e66da4439ed503e78e09ad1fd0195e6df51e4236c75763581/openai-3.0.0-py3-none-any.whl"
+name = "openai-3.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d3/45/84b9e909968c0f4c3112a828bba9aa8be6a5ee322fcb3d781145ee53d88e/openai-3.1.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "8d32ac3a6647a66910d6cb8a64f0fa5a6c823604b6e82db83d9d055c6709bd51"
+sha256 = "f06d5a5c8d06a0aead3a67d33fe5a3c3c31540a0f7a8017b02ba8cd99bc5c736"
 
 [[packages]]
 name = "opencv-python"
@@ -5734,14 +5734,14 @@ sha256 = "3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a"
 
 [[packages]]
 name = "wppm"
-version = "17.11.20260813"
+version = "17.12.20260816"
 
 [[packages.wheels]]
-name = "wppm-17.11.20260813-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/84/58/c60a6fa021b5682640f14798664549e1e36618e743db093ededa54cce829/wppm-17.11.20260813-py3-none-any.whl"
+name = "wppm-17.12.20260816-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/b9/82f5e3fc98810e8349fb26b89cb36619f3f8f09f46796516b2c19cd62bf5/wppm-17.12.20260816-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5"
+sha256 = "c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dot.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dot.toml
index 50ab79bc..ef96e8e8 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dot.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dot.toml
@@ -80,11 +80,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.11.20260813"
+version = "17.12.20260816"
 
 [[packages.wheels]]
-name = "wppm-17.11.20260813-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/84/58/c60a6fa021b5682640f14798664549e1e36618e743db093ededa54cce829/wppm-17.11.20260813-py3-none-any.whl"
+name = "wppm-17.12.20260816-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/b9/82f5e3fc98810e8349fb26b89cb36619f3f8f09f46796516b2c19cd62bf5/wppm-17.12.20260816-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5"
+sha256 = "c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dotf.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dotf.toml
index 50ab79bc..ef96e8e8 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dotf.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0dotf.toml
@@ -80,11 +80,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.11.20260813"
+version = "17.12.20260816"
 
 [[packages.wheels]]
-name = "wppm-17.11.20260813-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/84/58/c60a6fa021b5682640f14798664549e1e36618e743db093ededa54cce829/wppm-17.11.20260813-py3-none-any.whl"
+name = "wppm-17.12.20260816-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/b9/82f5e3fc98810e8349fb26b89cb36619f3f8f09f46796516b2c19cd62bf5/wppm-17.12.20260816-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5"
+sha256 = "c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slim.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slim.toml
index bd8f0708..09b0ae63 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slim.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slim.toml
@@ -146,14 +146,14 @@ sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
 
 [[packages]]
 name = "anthropic"
-version = "0.120.2"
+version = "0.121.0"
 
 [[packages.wheels]]
-name = "anthropic-0.120.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/63/af/0f5db57b9397a0f3b7fc204cbef143401a7cadaf982330f97f1ce3d39f34/anthropic-0.120.2-py3-none-any.whl"
+name = "anthropic-0.121.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/fa/91/b3d41643f1f639927e8c5fb02c3bd8bffe6f1f29e219b3bd4c61e267b15c/anthropic-0.121.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "0f0bc2b381dc0eb41c8d886b815d79c2041cd2374f83aed36f574b6dc9c579c1"
+sha256 = "6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011"
 
 [[packages]]
 name = "anyio"
@@ -1356,14 +1356,14 @@ sha256 = "8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53"
 
 [[packages]]
 name = "google-genai"
-version = "2.17.0"
+version = "2.18.0"
 
 [[packages.wheels]]
-name = "google_genai-2.17.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/b3/37/71e397a5b93d9a3c139e95acdcb00b4169ed59ae20e16616f2875170abb7/google_genai-2.17.0-py3-none-any.whl"
+name = "google_genai-2.18.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/99/63/84160760f74e6c74bab322afc26d064240f42b45a4150f184f7f2605d535/google_genai-2.18.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "a4835563c60aee646c9c4b261c507aa4a624710d25017012d20dc65abf3d9a54"
+sha256 = "4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46"
 
 [[packages]]
 name = "graphene"
@@ -2302,25 +2302,25 @@ sha256 = "d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e"
 
 [[packages]]
 name = "langchain"
-version = "1.3.13"
+version = "1.3.15"
 
 [[packages.wheels]]
-name = "langchain-1.3.13-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/95/c6/dc676c632f3d20c88789b0726c43ad5e039c25338cc3bb7090fc247d1522/langchain-1.3.13-py3-none-any.whl"
+name = "langchain-1.3.15-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/09/8d/ae721f4d68ff79a17110cabc9cb39b4568b0e3f1fe0a379b926c3f81d175/langchain-1.3.15-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "20a8fe4b1dea7db74356f7d2b5455c4970099b9f7f53c2122ea97f115c907fbd"
+sha256 = "c0d2d0d51ed7da249e8ab7487173872059a9dd46fb071d905957485b7334f987"
 
 [[packages]]
 name = "langchain-core"
-version = "1.4.9"
+version = "1.5.5"
 
 [[packages.wheels]]
-name = "langchain_core-1.4.9-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/84/70/ade2fada52772798ef815b6352b59e71b116aa0c32c3aef5be3dc2cbed12/langchain_core-1.4.9-py3-none-any.whl"
+name = "langchain_core-1.5.5-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/e7/09/9f29e62e99118865d092acda6143a1ba6ce1893e3dcb72388a75b798e37d/langchain_core-1.5.5-py3-none-any.whl"
 
 [packages.wheels.hashes]
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+sha256 = "537037fd44ead7c1ffb9621011029ad2e347e051519d17f112d7bf7be12f4365"
 
 [[packages]]
 name = "langchain-protocol"
@@ -2335,14 +2335,14 @@ sha256 = "70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a"
 
 [[packages]]
 name = "langgraph"
-version = "1.2.9"
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-url = "https://files.pythonhosted.org/packages/41/16/0b8dc48823f1326f3e0c8012a3c07a40da6f194299e2ec080df236287baf/langgraph-1.2.9-py3-none-any.whl"
+name = "langgraph-1.2.11-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/0a/7f/c5c30e4be99ff821029c7ac872a480676bb179c9f3df85ea3f38d13f86d4/langgraph-1.2.11-py3-none-any.whl"
 
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+sha256 = "8bab70de7b2d00b5300fb289bcf38d8b241400f3184c1e95e8ce706fb0e8686b"
 
 [[packages]]
 name = "langgraph-checkpoint"
@@ -2379,14 +2379,14 @@ sha256 = "75fa5096c1177ce39c847096a8fe3745ffd480ddb412995f836e9f5f884c43dd"
 
 [[packages]]
 name = "langsmith"
-version = "0.10.2"
+version = "0.11.0"
 
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-name = "langsmith-0.10.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/ee/17/cc8eaf4e82e4bb22009bdde20085ff91719dce643d355fed94d523300130/langsmith-0.10.2-py3-none-any.whl"
+name = "langsmith-0.11.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/c8/aa/18d334f04c12bb9154568747539a1143a93d0c34b894662c065454f396c8/langsmith-0.11.0-py3-none-any.whl"
 
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-sha256 = "c2a3929055758ac1831582f0939fafc0973cc08432365bbad335c336338ec37c"
+sha256 = "e87a3929915936c066b3fa3283ec3f3f0013e2ef7f98a443a7fbe3fab8e784a3"
 
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 name = "lazy-loader"
@@ -3050,14 +3050,14 @@ sha256 = "c00a906ce90e913150ee20c0148330edd985f18f67b93752fceb1f165ac26f02"
 
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 name = "openai"
-version = "3.0.0"
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-url = "https://files.pythonhosted.org/packages/7b/0d/9850e7eddb5e66da4439ed503e78e09ad1fd0195e6df51e4236c75763581/openai-3.0.0-py3-none-any.whl"
+name = "openai-3.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d3/45/84b9e909968c0f4c3112a828bba9aa8be6a5ee322fcb3d781145ee53d88e/openai-3.1.0-py3-none-any.whl"
 
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 name = "opencv-python"
@@ -5734,14 +5734,14 @@ sha256 = "8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873"
 
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 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slimf.toml b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slimf.toml
index b42d4dab..538bb5fd 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slimf.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_14_7_0slimf.toml
@@ -135,14 +135,14 @@ sha256 = "1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"
 
 [[packages]]
 name = "anthropic"
-version = "0.120.2"
+version = "0.121.0"
 
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-name = "anthropic-0.120.2-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/63/af/0f5db57b9397a0f3b7fc204cbef143401a7cadaf982330f97f1ce3d39f34/anthropic-0.120.2-py3-none-any.whl"
+name = "anthropic-0.121.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/fa/91/b3d41643f1f639927e8c5fb02c3bd8bffe6f1f29e219b3bd4c61e267b15c/anthropic-0.121.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "0f0bc2b381dc0eb41c8d886b815d79c2041cd2374f83aed36f574b6dc9c579c1"
+sha256 = "6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011"
 
 [[packages]]
 name = "anyio"
@@ -1180,14 +1180,14 @@ sha256 = "8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53"
 
 [[packages]]
 name = "google-genai"
-version = "2.17.0"
+version = "2.18.0"
 
 [[packages.wheels]]
-name = "google_genai-2.17.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/b3/37/71e397a5b93d9a3c139e95acdcb00b4169ed59ae20e16616f2875170abb7/google_genai-2.17.0-py3-none-any.whl"
+name = "google_genai-2.18.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/99/63/84160760f74e6c74bab322afc26d064240f42b45a4150f184f7f2605d535/google_genai-2.18.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "a4835563c60aee646c9c4b261c507aa4a624710d25017012d20dc65abf3d9a54"
+sha256 = "4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46"
 
 [[packages]]
 name = "graphene"
@@ -2654,14 +2654,14 @@ sha256 = "3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b"
 
 [[packages]]
 name = "openai"
-version = "3.0.0"
+version = "3.1.0"
 
 [[packages.wheels]]
-name = "openai-3.0.0-py3-none-any.whl"
-url = "https://files.pythonhosted.org/packages/7b/0d/9850e7eddb5e66da4439ed503e78e09ad1fd0195e6df51e4236c75763581/openai-3.0.0-py3-none-any.whl"
+name = "openai-3.1.0-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/d3/45/84b9e909968c0f4c3112a828bba9aa8be6a5ee322fcb3d781145ee53d88e/openai-3.1.0-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "8d32ac3a6647a66910d6cb8a64f0fa5a6c823604b6e82db83d9d055c6709bd51"
+sha256 = "f06d5a5c8d06a0aead3a67d33fe5a3c3c31540a0f7a8017b02ba8cd99bc5c736"
 
 [[packages]]
 name = "openpyxl"
@@ -5085,14 +5085,14 @@ sha256 = "22cf91490bcc0fa23585acbab1906a44a438fa7dd4d9a2b2663f39c8650634a6"
 
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+name = "wppm-17.12.20260816-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/b9/82f5e3fc98810e8349fb26b89cb36619f3f8f09f46796516b2c19cd62bf5/wppm-17.12.20260816-py3-none-any.whl"
 
 [packages.wheels.hashes]
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 [[packages]]
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diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dot.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dot.toml
index 50ab79bc..ef96e8e8 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dot.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dot.toml
@@ -80,11 +80,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
 [[packages]]
 name = "wppm"
-version = "17.11.20260813"
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-name = "wppm-17.11.20260813-py3-none-any.whl"
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+name = "wppm-17.12.20260816-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/b9/82f5e3fc98810e8349fb26b89cb36619f3f8f09f46796516b2c19cd62bf5/wppm-17.12.20260816-py3-none-any.whl"
 
 [packages.wheels.hashes]
-sha256 = "3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5"
+sha256 = "c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotf.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotf.toml
index 50ab79bc..ef96e8e8 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotf.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4dotf.toml
@@ -80,11 +80,11 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
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-version = "17.11.20260813"
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+name = "wppm-17.12.20260816-py3-none-any.whl"
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 [packages.wheels.hashes]
-sha256 = "3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5"
+sha256 = "c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slim.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slim.toml
index aa5d8444..af4fa869 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slim.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slim.toml
@@ -3281,14 +3281,14 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
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+name = "wppm-17.12.20260816-py3-none-any.whl"
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 [packages.wheels.hashes]
-sha256 = "3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5"
+sha256 = "c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0"
 
 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimf.toml b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimf.toml
index 208d3e98..070ba013 100644
--- a/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimf.toml
+++ b/winpython/portable/cycle_2026_03/pylock.64-3_15_0_4slimf.toml
@@ -2907,14 +2907,14 @@ sha256 = "212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced"
 
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+name = "wppm-17.12.20260816-py3-none-any.whl"
+url = "https://files.pythonhosted.org/packages/7a/b9/82f5e3fc98810e8349fb26b89cb36619f3f8f09f46796516b2c19cd62bf5/wppm-17.12.20260816-py3-none-any.whl"
 
 [packages.wheels.hashes]
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 [[packages]]
 name = "wsproto"
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0dot.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0dot.txt
index 62ca9e6b..8609db63 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0dot.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0dot.txt
@@ -12,5 +12,5 @@ sqlite-bro==1.3.2 \
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 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slim.txt b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slim.txt
index ed83608f..e8ab35af 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slim.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_13_15_0slim.txt
@@ -24,8 +24,8 @@ annotated-doc==0.0.4 \
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 annotated-types==0.7.0 \
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-anthropic==0.120.2 \
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+anthropic==0.121.0 \
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 anyio==4.14.2 \
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 anywidget==0.11.0 \
@@ -244,8 +244,8 @@ gitpython==3.1.46 \
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@@ -416,22 +416,22 @@ keyring==25.7.0 \
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-    --hash=sha256:c2a3929055758ac1831582f0939fafc0973cc08432365bbad335c336338ec37c
+langsmith==0.11.0 \
+    --hash=sha256:e87a3929915936c066b3fa3283ec3f3f0013e2ef7f98a443a7fbe3fab8e784a3
 lazy-loader==0.5 \
     --hash=sha256:ab0ea149e9c554d4ffeeb21105ac60bed7f3b4fd69b1d2360a4add51b170b005
 librt==0.14.0 \
@@ -552,8 +552,8 @@ onnxruntime==1.28.0 \
     --hash=sha256:1a1a19175464665c9b8d50bc916f216cc0b569110045b7bbca8f9f290b186f58
 onnxruntime-genai==0.15.2 \
     --hash=sha256:a528761e81176dcf0988a9aab0637fc4ba5cb44fdb65a164e4398930a97e2ec8
-openai==3.0.0 \
-    --hash=sha256:8d32ac3a6647a66910d6cb8a64f0fa5a6c823604b6e82db83d9d055c6709bd51
+openai==3.1.0 \
+    --hash=sha256:f06d5a5c8d06a0aead3a67d33fe5a3c3c31540a0f7a8017b02ba8cd99bc5c736
 opencv-python==5.0.0.93 \
     --hash=sha256:f90ba04b8f73bc5c3814037699739f0156f597338a98f05956c684e7c3ca10d2
 openpyxl==3.1.5 \
@@ -1040,8 +1040,8 @@ widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:3d3c5b0b5f66a385300dacb5ba2c2dba67c18c332b934fdac08261c1c7ee7d7a
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
 wsproto==1.3.2 \
     --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.7.0 \
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dot.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dot.txt
index 62ca9e6b..8609db63 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dot.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dot.txt
@@ -12,5 +12,5 @@ sqlite-bro==1.3.2 \
     --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotf.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotf.txt
index 62ca9e6b..8609db63 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotf.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0dotf.txt
@@ -12,5 +12,5 @@ sqlite-bro==1.3.2 \
     --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slim.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slim.txt
index 32962a14..14764a63 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slim.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slim.txt
@@ -24,8 +24,8 @@ annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
-anthropic==0.120.2 \
-    --hash=sha256:0f0bc2b381dc0eb41c8d886b815d79c2041cd2374f83aed36f574b6dc9c579c1
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
 anyio==4.14.2 \
     --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
 anywidget==0.11.0 \
@@ -244,8 +244,8 @@ gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
 google-auth==2.56.3 \
     --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
-google-genai==2.17.0 \
-    --hash=sha256:a4835563c60aee646c9c4b261c507aa4a624710d25017012d20dc65abf3d9a54
+google-genai==2.18.0 \
+    --hash=sha256:4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.11 \
@@ -416,22 +416,22 @@ keyring==25.7.0 \
     --hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f
 kiwisolver==1.5.0 \
     --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e
-langchain==1.3.13 \
-    --hash=sha256:20a8fe4b1dea7db74356f7d2b5455c4970099b9f7f53c2122ea97f115c907fbd
-langchain-core==1.4.9 \
-    --hash=sha256:28e3909e2a10cc81504952d795ac0a9e014c0018121ef89d48dd396fa09ec624
+langchain==1.3.15 \
+    --hash=sha256:c0d2d0d51ed7da249e8ab7487173872059a9dd46fb071d905957485b7334f987
+langchain-core==1.5.5 \
+    --hash=sha256:537037fd44ead7c1ffb9621011029ad2e347e051519d17f112d7bf7be12f4365
 langchain-protocol==0.0.18 \
     --hash=sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a
-langgraph==1.2.9 \
-    --hash=sha256:c2d98ad94333937922ba04148641c1da2bfe45b5b8e55d7b6dcb0bb2df809e76
+langgraph==1.2.11 \
+    --hash=sha256:8bab70de7b2d00b5300fb289bcf38d8b241400f3184c1e95e8ce706fb0e8686b
 langgraph-checkpoint==4.1.1 \
     --hash=sha256:25d29144b082827218e7bc3f1e9b0566a4bb007895cd6cc26f66a8428739f56e
 langgraph-prebuilt==1.1.0 \
     --hash=sha256:51e311747d755b751d5c6b39b0c1446124d3a7643d2515017e6714b323508fc9
 langgraph-sdk==0.4.2 \
     --hash=sha256:75fa5096c1177ce39c847096a8fe3745ffd480ddb412995f836e9f5f884c43dd
-langsmith==0.10.2 \
-    --hash=sha256:c2a3929055758ac1831582f0939fafc0973cc08432365bbad335c336338ec37c
+langsmith==0.11.0 \
+    --hash=sha256:e87a3929915936c066b3fa3283ec3f3f0013e2ef7f98a443a7fbe3fab8e784a3
 lazy-loader==0.5 \
     --hash=sha256:ab0ea149e9c554d4ffeeb21105ac60bed7f3b4fd69b1d2360a4add51b170b005
 librt==0.14.0 \
@@ -552,8 +552,8 @@ onnxruntime==1.28.0 \
     --hash=sha256:f2a3b9e30ce880d4ca54999cb313569e36da4f62eefe25f87be18f43e9a3a4d5
 onnxruntime-genai==0.15.2 \
     --hash=sha256:c00a906ce90e913150ee20c0148330edd985f18f67b93752fceb1f165ac26f02
-openai==3.0.0 \
-    --hash=sha256:8d32ac3a6647a66910d6cb8a64f0fa5a6c823604b6e82db83d9d055c6709bd51
+openai==3.1.0 \
+    --hash=sha256:f06d5a5c8d06a0aead3a67d33fe5a3c3c31540a0f7a8017b02ba8cd99bc5c736
 opencv-python==5.0.0.93 \
     --hash=sha256:f90ba04b8f73bc5c3814037699739f0156f597338a98f05956c684e7c3ca10d2
 openpyxl==3.1.5 \
@@ -1040,8 +1040,8 @@ widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:8549f85a93626f5d03c06e63106ce228910008becd1e1f3b49693d13e33a5873
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
 wsproto==1.3.2 \
     --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.7.0 \
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimf.txt b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimf.txt
index 77ebafdd..33136636 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimf.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_14_7_0slimf.txt
@@ -22,8 +22,8 @@ annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320
 annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53
-anthropic==0.120.2 \
-    --hash=sha256:0f0bc2b381dc0eb41c8d886b815d79c2041cd2374f83aed36f574b6dc9c579c1
+anthropic==0.121.0 \
+    --hash=sha256:6048713fa441e59e1cba8363171cd2a86273b25bd213e9c7ac70a523af88b011
 anyio==4.14.2 \
     --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494
 anywidget==0.11.0 \
@@ -212,8 +212,8 @@ gitpython==3.1.46 \
     --hash=sha256:79812ed143d9d25b6d176a10bb511de0f9c67b1fa641d82097b0ab90398a2058
 google-auth==2.56.3 \
     --hash=sha256:8ec438808f813ad034535000261eed1067475d229d05bbf4216e78c3f2362e53
-google-genai==2.17.0 \
-    --hash=sha256:a4835563c60aee646c9c4b261c507aa4a624710d25017012d20dc65abf3d9a54
+google-genai==2.18.0 \
+    --hash=sha256:4c5e60ccaed3ed35ac2ee81e87c5bebf7280cd49b81526d872a526e97ce25f46
 graphene==3.4.3 \
     --hash=sha256:820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71
 graphql-core==3.2.11 \
@@ -480,8 +480,8 @@ numpy==2.5.2 \
     --hash=sha256:44ef9675d908e65f9953063837c3277730f3f4437615a4cdab67b366cabaf884
 numpydoc==1.10.0 \
     --hash=sha256:3149da9874af890bcc2a82ef7aae5484e5aa81cb2778f08e3c307ba6d963721b
-openai==3.0.0 \
-    --hash=sha256:8d32ac3a6647a66910d6cb8a64f0fa5a6c823604b6e82db83d9d055c6709bd51
+openai==3.1.0 \
+    --hash=sha256:f06d5a5c8d06a0aead3a67d33fe5a3c3c31540a0f7a8017b02ba8cd99bc5c736
 openpyxl==3.1.5 \
     --hash=sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2
 opentelemetry-api==1.39.1 \
@@ -922,8 +922,8 @@ widgetsnbextension==4.0.15 \
     --hash=sha256:8156704e4346a571d9ce73b84bee86a29906c9abfd7223b7228a28899ccf3366
 wordcloud==1.9.6 \
     --hash=sha256:22cf91490bcc0fa23585acbab1906a44a438fa7dd4d9a2b2663f39c8650634a6
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
 wsproto==1.3.2 \
     --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xarray==2026.7.0 \
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dot.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dot.txt
index 62ca9e6b..8609db63 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dot.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dot.txt
@@ -12,5 +12,5 @@ sqlite-bro==1.3.2 \
     --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotf.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotf.txt
index 62ca9e6b..8609db63 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotf.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4dotf.txt
@@ -12,5 +12,5 @@ sqlite-bro==1.3.2 \
     --hash=sha256:0ecda886fbd9c9536cbc7192662be0a0b7d963e9df506dcc788cf1e37e572034
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slim.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slim.txt
index a3f769fc..9a01f86d 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slim.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slim.txt
@@ -594,8 +594,8 @@ whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
 wsproto==1.3.2 \
     --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xlsxwriter==3.2.9 \
diff --git a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimf.txt b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimf.txt
index e5820b4d..c862499b 100644
--- a/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimf.txt
+++ b/winpython/portable/cycle_2026_03/requir.64-3_15_0_4slimf.txt
@@ -526,8 +526,8 @@ whatthepatch==1.0.7 \
     --hash=sha256:1b6f655fd31091c001c209529dfaabbabdbad438f5de14e3951266ea0fc6e7ed
 wheel==0.47.0 \
     --hash=sha256:212281cab4dff978f6cedd499cd893e1f620791ca6ff7107cf270781e587eced
-wppm==17.11.20260813 \
-    --hash=sha256:3e575f3c389b98398b54847a39ca9cf08bac1f89eaf29df69648fa03db1618a5
+wppm==17.12.20260816 \
+    --hash=sha256:c41a205f17dbef6b752d89ce3497a99253f1c3b927d8bc3674c04a36dcd741b0
 wsproto==1.3.2 \
     --hash=sha256:61eea322cdf56e8cc904bd3ad7573359a242ba65688716b0710a5eb12beab584
 xlsxwriter==3.2.9 \

From 4830e3147faf94708155c7352c30fca1e1c874bb Mon Sep 17 00:00:00 2001
From: stonebig <stonebig34@gmail.com>
Date: Sun, 16 Aug 2026 16:13:27 +0200
Subject: [PATCH 157/157] it's no more b3...

---
 .github/workflows/github_workflows_build-2026_03.yml | 2 +-
 cycles/2026_03.toml                                  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/github_workflows_build-2026_03.yml b/.github/workflows/github_workflows_build-2026_03.yml
index 2f2ac725..2a687652 100644
--- a/.github/workflows/github_workflows_build-2026_03.yml
+++ b/.github/workflows/github_workflows_build-2026_03.yml
@@ -19,7 +19,7 @@ env:
   # === Global Configuration ===
   WINPYARCH: "64"
   my_cycle: "winpython/portable/cycle_2026_03"
-  my_release_level: "b3"
+  my_release_level: ""
   dotwheelhouse: "dotpython\\wheelhouse\\included.wheels"
   pandoc_source: "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"
   pandoc_sha256: "11eb6dbe5286c9e5edb0cca4412e7d99ec6578ec04158b0b7fe11f7fd96688e5"
diff --git a/cycles/2026_03.toml b/cycles/2026_03.toml
index 9c8079f6..13d0b3e6 100644
--- a/cycles/2026_03.toml
+++ b/cycles/2026_03.toml
@@ -4,7 +4,7 @@
 # is a new file rather than a copy of the workflow.
 
 cycle_dir     = "winpython/portable/cycle_2026_03"
-release_level = "b3"
+release_level = ""
 
 [pandoc]
 source = "https://github.com/jgm/pandoc/releases/download/3.1.9/pandoc-3.1.9-windows-x86_64.zip"