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Updates the requirements on pymdown-extensions, ruff, sentence-transformers, typer, mkdocs-material and pygments to permit the latest version.
Updates pymdown-extensions from 10.12 to 11.0.1

Release notes

Sourced from pymdown-extensions's releases.

11.0.1

  • FIX: BetterEm: Fix regex pattern inefficiencies.
  • FIX: Tilde: Fix regex pattern inefficiencies.
  • FIX: Caret: Fix regex pattern inefficiencies.
  • FIX: MagicLink: Fix regex pattern inefficiencies.

11.0

  • BREAK: B64: Restricts relative links to base_path by default. Can be disabled by setting new restrict_path option to False. The new root_path can be specified if paths are desired to be restricted to a different location separate base_path which is also used as a relative base for image paths.
  • NEW: Drop Python 3.9 support.
  • FIX: Tabbed: Fix issue where an empty title would cause an exception.

10.21.3

  • FIX: Fix regression that allows a snippet to be loaded outside of the base path using directory traversal when restrict_base_path is enabled (the default). Found by @​gistrec.

10.21. 2

10.21.2

  • FIX: Highlight: Latest Pygments versions cannot handle a "filename" for code block titles of None.

10.20.1

  • FIX: Quotes: Ensure the first class for callouts (the alert type) is always rendered lowercase.

10.21

  • NEW: Caption: Add support for specifying not only IDs but classes and arbitrary attributes. Initial work by @​joapuiib.
  • FIX: MagicLink: Fix a matching pattern for Bitbucket repo.

10.20

  • NEW: Quotes: New blockquotes extension added that uses a more modern approach when compared to Python Markdown's default. Quotes specifically will not group consecutive blockquotes together in the same lazy fashion that the default Python Markdown does which follows a more modern trend to how parsers these days handle block quotes.

    In addition, Quotes also provides an optional feature to enable specifying callouts/alerts in the style used by GitHub and Obsidian.

10.19.1

  • FIX: Arithmatex: Fix issue where block $$ math used inline within a paragraph could result in nested math parsing.

10.19

... (truncated)

Commits

Updates ruff from 0.15.20 to 0.16.4

Release notes

Sourced from ruff's releases.

0.16.4

Release Notes

Released on 2026-08-20.

Preview features

  • [flake8-use-pathlib] Add autofix for PTH116 (#26460)
  • [refurb] Restrict delete-full-slice to lists (FURB131) (#27711)
  • [refurb] Skip FURB101 and FURB103 when the open argument is a file descriptor (#27643)

Bug fixes

  • Fix InvalidInstruction on Windows CPUs that do not support POPCNT (#27803)
  • [pyflakes] Emit semantic syntax errors in string type definitions as F722 (#27835)
  • [pylint] Allow os._exit imports in import-private-name (PLC2701) (#27738)

Rule changes

  • [syntax-errors] Align mixed t-string/bytes error message with CPython 3.14 (#27766)
  • [ruff] Add ctypes.LittleEndianStructure and related types to existing exception (RUF012) (#27753)
  • [syntax-errors] Detect duplicate keyword arguments (#17804)
  • [syntax-errors] Detect parameters declared nonlocal (#27628)

Server

  • Offer display-only fixes and mark safe fixes preferred (#27807)
  • Support pull diagnostics for notebook cells (#27779)

Documentation

  • Add default indicator to rules table (#27724)
  • Fix broken link to Python docs (#27757)

Other changes

  • Fix s390x stacker assembly in release builds (#27776)
  • Guarantee minimum stack size when parsing a module, standalone expression, and suites (#25464)
  • Reduce configuration deserialization code size (#27924)
  • Check packed AST index bounds (#27849)

Contributors

... (truncated)

Changelog

Sourced from ruff's changelog.

0.16.4

Released on 2026-08-20.

Preview features

  • [flake8-use-pathlib] Add autofix for PTH116 (#26460)
  • [refurb] Restrict delete-full-slice to lists (FURB131) (#27711)
  • [refurb] Skip FURB101 and FURB103 when the open argument is a file descriptor (#27643)

Bug fixes

  • Fix InvalidInstruction on Windows CPUs that do not support POPCNT (#27803)
  • [pyflakes] Emit semantic syntax errors in string type definitions as F722 (#27835)
  • [pylint] Allow os._exit imports in import-private-name (PLC2701) (#27738)

Rule changes

  • [syntax-errors] Align mixed t-string/bytes error message with CPython 3.14 (#27766)
  • [ruff] Add ctypes.LittleEndianStructure and related types to existing exception (RUF012) (#27753)
  • [syntax-errors] Detect duplicate keyword arguments (#17804)
  • [syntax-errors] Detect parameters declared nonlocal (#27628)

Server

  • Offer display-only fixes and mark safe fixes preferred (#27807)
  • Support pull diagnostics for notebook cells (#27779)

Documentation

  • Add default indicator to rules table (#27724)
  • Fix broken link to Python docs (#27757)

Other changes

  • Fix s390x stacker assembly in release builds (#27776)
  • Guarantee minimum stack size when parsing a module, standalone expression, and suites (#25464)
  • Reduce configuration deserialization code size (#27924)
  • Check packed AST index bounds (#27849)

Contributors

... (truncated)

Commits

Updates sentence-transformers to 6.0.0

Release notes

Sourced from sentence-transformers's releases.

v6.0.0 - MultiVectorEncoder for ColBERT & late interaction models, transformers v5, float32 scoring, faster training & encoding

This major release introduces Multi-Vector Embedding models, also known as late interaction or ColBERT-style models, as a fourth model type alongside SentenceTransformer, CrossEncoder, and SparseEncoder. Going forward, you'll be able to use Sentence Transformers for training, inferencing, and interpreting Multi-Vector Embedding models.

It also modernizes the dependency floors to transformers v5, fixes a class of silent scoring bugs caused by half precision, and speeds up both training and encoding.

Install this version with

# Training + Inference
pip install sentence-transformers[train]==6.0.0
Inference only, use one of:
pip install sentence-transformers==6.0.0
pip install sentence-transformers[onnx-gpu]==6.0.0
pip install sentence-transformers[onnx]==6.0.0
pip install sentence-transformers[openvino]==6.0.0
Multimodal dependencies (optional):
pip install sentence-transformers[image]==6.0.0
pip install sentence-transformers[audio]==6.0.0
pip install sentence-transformers[video]==6.0.0
Or combine as needed:
pip install sentence-transformers[train,onnx,image]==6.0.0

[!TIP] Our Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers blogpost is an excellent place to learn about multi-vector models: loading the various checkpoint formats, encoding and scoring, plugging them into a search stack, running them on page images, and keeping the index affordable.

[!WARNING] This is a major release with breaking changes. Upgrading from v5.x to v6.0 may require code updates. The changes marked 🚨 below are the ones most likely to affect you, and the Migration Guide has the full list. If you run into issues when upgrading, feel free to open an issue.

MultiVectorEncoder: ColBERT-style late interaction models (#3794)

Sentence Transformers v6.0 introduces MultiVectorEncoder, for ColBERT-style late interaction retrieval. Where a regular embedding model compresses a whole text into one vector, a multi-vector model keeps one vector per token and scores query against document with the MaxSim operator. That preserves token-level matching information that a single vector has to average away, which usually means stronger retrieval at the cost of a bigger index. It is also the state of the art for visual document retrieval, where a text query is matched against page images directly, with no OCR step in between.

Any PyLate checkpoint and any Stanford-NLP ColBERT checkpoint loads straight into it, and colpali-engine models for visual document retrieval work too, through the same familiar API you already use for dense, sparse, and reranker models.

from sentence_transformers import MultiVectorEncoder
Download from the 🤗 Hub
model = MultiVectorEncoder("lightonai/LateOn")
query_embeddings = model.encode_query(["Which planet is known as the Red Planet?"])
document_embeddings = model.encode_document([
"Venus is often called Earth's twin because of its similar size and proximity.",
"Mars, known for its reddish appearance, is often referred to as the Red Planet.",
"Jupiter, the largest planet in our solar system, has a prominent red spot.",
"Saturn, famous for its rings, is sometimes mistaken for the Red Planet.",
</tr></table>

... (truncated)

Commits
  • 56c9548 [docs] Remove revision from EVIE now that it's integrated (#3951)
  • aa791eb Release v6.0.0
  • 8b332d1 tests: Fix the pretrained MultiVectorEncoder tests for device tensors and Hub...
  • a03cfd6 docs: Point cross-references at their documented targets (#3947)
  • 310ed7b docs: Rank the pretrained MultiVectorEncoder models by NanoBEIR and NanoViDoR...
  • 345c538 Speed up multi-vector padding and numpy to tensor conversion (#3942)
  • 8d62fa2 [v6] Return tensors on the model device from MultiVectorEncoder encoding (#...
  • 8a73e35 [v6] Keep the prompt-excluded mask out of the feature dicts (#3944)
  • c8d2c0c [v6] Extend the merged column forward to the SentenceTransformer losses (#3...
  • adc09fc [v6] Fix XTR input validation, padding masks, and integer embedding support...
  • Additional commits viewable in compare view

Updates typer to 0.27.1

Release notes

Sourced from typer's releases.

0.27.1

Features

  • ✨ Make epilog formatting consistent with other parts of the help string. PR #1405 by @​svlandeg.

Docs

Internal

Changelog

Sourced from typer's changelog.

0.27.1 (2026-08-03)

Features

  • ✨ Make epilog formatting consistent with other parts of the help string. PR #1405 by @​svlandeg.

Docs

Internal

0.27.0 (2026-07-15)

Breaking Changes

Internal

0.26.8 (2026-06-25)

Fixes

  • 🐛 Make second column of Rich help output reflect the type consistently, even when using metavar. PR #1410 by @​svlandeg.
  • 🐛 Fix formatting in NoSuchOption.format_message(). PR #1843 by @​foomunleong.

Docs

  • 📝 Update docs badges: remove Publish badge, it doesn't give extra information. PR #1850 by @​tiangolo.
  • 📝 Fix formatting for help link to support GitHub-specific overview edge-case. PR #1826 by @​phalberg.

... (truncated)

Commits
  • fe2aa0e 🔖 Release version 0.27.1 (#1919)
  • 680dc99 📝 Update release notes
  • ac3efd5 ✨ Make epilog formatting consistent with other parts of the help string (#1...
  • 32d80ef 📝 Update release notes
  • 10cb3c9 ⬆️ Upgrade latest-changes to 0.7.1 (#1909)
  • ac329a0 📝 Update release notes
  • c37ae2f 📝 Add Library Skills documentation (#1906)
  • 0974a7e 📝 Update release notes
  • 951178c 🐛 Prevent scroll-to-top on restart/fast buttons in the documentation (#1904)
  • 9051baa 📝 Update release notes
  • Additional commits viewable in compare view

Updates mkdocs-material from 9.5.44 to 9.7.7

Release notes

Sourced from mkdocs-material's releases.

mkdocs-material-9.7.7

[!WARNING]

Material for MkDocs is approaching end of life

Material for MkDocs is scheduled to reach end of life on November 5, 2026. Until then, maintenance is limited to critical bug fixes and security updates. After this date, the project will remain available on PyPI and GitHub, but no further maintenance is planned except in exceptional circumstances.

For users looking for a long-term, actively developed successor, we're building Zensical – a next-generation static site generator designed for technical documentation. If you're planning a new documentation project or evaluating your long-term options, we invite you to take a look.

Organizations requiring support beyond this date are welcome to get in touch to discuss available options.

Read the full announcement on our blog

Changes

  • Fixed a DOM-based XSS vulnerability in search suggestions

Thanks to @​p- for responsibly reporting this issue.

mkdocs-material-9.7.6

[!WARNING]

Material for MkDocs is in maintenance mode

Going forward, the Material for MkDocs team focuses on Zensical, a next-gen static site generator built from first principles. We will provide critical bug fixes and security updates for Material for MkDocs until November 2026.

Read the full announcement on our blog

Changes

  • Automatically disable MkDocs 2.0 warning for forks of MkDocs

mkdocs-material-9.7.5

[!WARNING]

Material for MkDocs is in maintenance mode

Going forward, the Material for MkDocs team focuses on Zensical, a next-gen static site generator built from first principles. We will provide critical bug fixes and security updates for Material for MkDocs until November 2026.

Read the full announcement on our blog

... (truncated)

Changelog

Sourced from mkdocs-material's changelog.

mkdocs-material-9.7.7 (2026-07-17)

  • Fixed DOM-based XSS vulnerability in search suggestions

mkdocs-material-9.7.6 (2026-03-19)

  • Automatically disable MkDocs 2.0 warning for forks of MkDocs

mkdocs-material-9.7.5 (2026-03-10)

  • Limited version range of mkdocs to <2
  • Updated MkDocs 2.0 incompatibility warning (clarify relation with MkDocs)

mkdocs-material-9.7.4 (2026-03-03)

  • Hardened social cards plugin by switching to sandboxed environment
  • Updated MkDocs 2.0 incompatibility warning

mkdocs-material-9.7.3 (2026-02-24)

  • Fixed #8567: Print MkDocs 2.0 incompatibility warning to stderr

mkdocs-material-9.7.2 (2026-02-18)

  • Opened up version ranges of optional dependencies for forward-compatibility
  • Added warning to 'mkdocs build' about impending MkDocs 2.0 incompatibility

mkdocs-material-9.7.1 (2025-12-18)

  • Updated requests to 2.30+ to mitigate CVE in urllib
  • Fixed privacy plugin not picking up protocol-relative URLs
  • Fixed #8542: false positives and negatives captured in privacy plugin

mkdocs-material-9.7.0 (2025-11-11)

⚠️ Material for MkDocs is now in maintenance mode

This is the last release of Material for MkDocs that will receive new features. Going forward, the Material for MkDocs team focuses on Zensical, a next-gen static site generator built from first principles. We will provide critical bug fixes and security updates for Material for MkDocs for 12 months at least.

Read the full announcement on our blog: https://squidfunk.github.io/mkdocs-material/blog/2025/11/05/zensical/

This release includes all features that were previously exclusive to the Insiders edition. These features are now freely available to everyone.

Note on deprecated plugins: The projects and typeset plugins are included in this release, but must be considered deprecated. Both plugins proved

... (truncated)

Commits

Updates pygments from 2.19.2 to 2.21.0

Release notes

Sourced from pygments's releases.

2.21.0

  • New lexers:

  • Updated lexers:

    • Bash: Fix coloured keyword at the beginning of a name (#2926)
    • Boogie: Add missing Boogie and Civl Verifier keywords (#3156)
    • C#:
      • Recognize interpolated verbatim strings with either $@ or @$ prefixes (#2685)
      • Support dollar-prefixed and multi-quote raw strings (#3129, #2897)
      • Recognize union (#3182)
    • C/C++:
      • Add C23/C++26 attributes (#3084)
      • Add more C2Y keywords (#3092)
      • Highlight a function following a namespace body (#2928)
      • Fix C/C++ lexer support for multiline pre-processor comments (#3051)
      • Add .ipp as a file extension (#3141, #1008)
    • Clojure: Recognize named, octal and unicode character literals such as \space and \o377 as a single token (#979)
    • Csound: Add missing opcode parameter type letter (#3161)
    • CUDA: Derive from the C++ lexer instead of C to highlight C++ constructs such as template, class and namespace (#3127)
    • D: Allow non-ASCII (Unicode) identifiers (#1088)
    • Fish: Fix single quote backslash escape (#3138, #2821)
    • Go: Various lexer improvements (#3199)
    • GoogleSQL: Require a word break after SET (#3167)
    • Hexdump: Only match valid digits (#3200, #2847)
    • JavaScript: Highlight the arguments object (#3146)
    • Jsonnet: Recognize colons in array slice expressions (#2828)
    • JSX: Allow apostrophes in element text (#2816)
    • Julia: Fix rstrings backslash (#3140, #2537)
    • Kotlin: Support companion objects without an explicit name (#2525)
    • Kotlin: Don't let a nullable type marker (?) consume the following character, so Foo?, and a?:b tokenize correctly (#2964)
    • Kusto: Recognize member-access dots in dynamic objects (#2779)
    • Lua: Various improvements (#3143)
    • Macaulay2: Update symbols to 1.26.05 (#3120)
    • Markdown:
      • Highlight bold-italics (***...*** and ___...___) (#3067)
      • Fix mention regex to support hyphens in usernames (#3139, #3135)
    • Markdown, reStructuredText, TiddlyWiki5: Fix wrong token offsets for embedded code blocks (#3133)
    • Mathematica: Recognize \[Name] named-character escapes such as \[Nu] instead of emitting an Error token (#3097)

... (truncated)

Changelog

Sourced from pygments's changelog.

Version 2.21.0

(released August 17th, 2026)

  • New lexers:

  • Updated lexers:

    • Bash: Fix coloured keyword at the beginning of a name (#2926)
    • Boogie: Add missing Boogie and Civl Verifier keywords (#3156)
    • C#:
      • Recognize interpolated verbatim strings with either $@ or @$ prefixes (#2685)
      • Support dollar-prefixed and multi-quote raw strings (#3129, #2897)
      • Recognize union (#3182)
    • C/C++:
      • Add C23/C++26 attributes (#3084)
      • Add more C2Y keywords (#3092)
      • Highlight a function following a namespace body (#2928)
      • Fix C/C++ lexer support for multiline pre-processor comments (#3051)
      • Add .ipp as a file extension (#3141, #1008)
    • Clojure: Recognize named, octal and unicode character literals such as \space and \o377 as a single token (#979)
    • Csound: Add missing opcode parameter type letter (#3161)
    • CUDA: Derive from the C++ lexer instead of C to highlight C++ constructs such as template, class and namespace (#3127)
    • D: Allow non-ASCII (Unicode) identifiers (#1088)
    • Fish: Fix single quote backslash escape (#3138, #2821)
    • Go: Various lexer improvements (#3199)
    • GoogleSQL: Require a word break after SET (#3167)
    • Hexdump: Only match valid digits (#3200, #2847)
    • JavaScript: Highlight the arguments object (#3146)
    • Jsonnet: Recognize colons in array slice expressions (#2828)
    • JSX: Allow apostrophes in element text (#2816)
    • Julia: Fix rstrings backslash (#3140, #2537)
    • Kotlin: Support companion objects without an explicit name (#2525)
    • Kotlin: Don't let a nullable type marker (?) consume the following character, so Foo?, and a?:b tokenize correctly (#2964)
    • Kusto: Recognize member-access dots in dynamic objects (#2779)
    • Lua: Various improvements (#3143)
    • Macaulay2: Update symbols to 1.26.05 (#3120)
    • Markdown:
      • Highlight bold-italics (***...*** and ___...___) (#3067)
      • Fix mention regex to support hyphens in usernames (#3139, #3135)
    • Markdown, reStructuredText, TiddlyWiki5: Fix wrong token offsets for

... (truncated)

Commits
  • a43b45d Get ready for the 2.21.0 release.
  • d8f14cb Fix version_added for Purescript.
  • 19c5817 Remove superfluous parentheses from PostgresExplainLexer (#3232)
  • 9992e09 Merge pull request #3191 from jvoisin/dupes
  • bd22577 Fix regexlint warnings after latest update.
  • 6a62df1 Release preparation: Update the changelog.
  • aabba32 Merge pull request #3221 from jvoisin/alter
  • d3441d0 Merge pull request #3225 from jvoisin/caddy
  • c593f3f Add a lexer for Caddy
  • 0644b53 Simplify single-character regex alternations to character classes
  • Additional commits viewable in compare view

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…th 6 updates

Updates the requirements on [pymdown-extensions](https://github.com/facelessuser/pymdown-extensions), [ruff](https://github.com/astral-sh/ruff), [sentence-transformers](https://github.com/huggingface/sentence-transformers), [typer](https://github.com/fastapi/typer), [mkdocs-material](https://github.com/squidfunk/mkdocs-material) and [pygments](https://github.com/pygments/pygments) to permit the latest version.

Updates `pymdown-extensions` from 10.12 to 11.0.1
- [Release notes](https://github.com/facelessuser/pymdown-extensions/releases)
- [Commits](facelessuser/pymdown-extensions@10.12...11.0.1)

Updates `ruff` from 0.15.20 to 0.16.4
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](astral-sh/ruff@0.15.20...0.16.4)

Updates `sentence-transformers` to 6.0.0
- [Release notes](https://github.com/huggingface/sentence-transformers/releases)
- [Commits](huggingface/sentence-transformers@v5.5.0...v6.0.0)

Updates `typer` to 0.27.1
- [Release notes](https://github.com/fastapi/typer/releases)
- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)
- [Commits](fastapi/typer@0.16.0...0.27.1)

Updates `mkdocs-material` from 9.5.44 to 9.7.7
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](squidfunk/mkdocs-material@9.5.44...9.7.7)

Updates `pygments` from 2.19.2 to 2.21.0
- [Release notes](https://github.com/pygments/pygments/releases)
- [Changelog](https://github.com/pygments/pygments/blob/master/CHANGES)
- [Commits](pygments/pygments@2.19.2...2.21.0)

---
updated-dependencies:
- dependency-name: pymdown-extensions
  dependency-version: 11.0.1
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: python-dependencies
- dependency-name: ruff
  dependency-version: 0.16.4
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: sentence-transformers
  dependency-version: 6.0.0
  dependency-type: direct:development
  dependency-group: python-dependencies
- dependency-name: typer
  dependency-version: 0.27.1
  dependency-type: direct:development
  dependency-group: python-dependencies
- dependency-name: mkdocs-material
  dependency-version: 9.7.7
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
- dependency-name: pygments
  dependency-version: 2.21.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: python-dependencies
...

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