chore(wren-ai-service): bump the all group in /wren-ai-service with 28 updates

[dependabot]

Bumps the all group in /wren-ai-service with 28 updates:

Package	From	To
fastapi	0.121.1	0.127.0
uvicorn	0.29.0	0.40.0
haystack-ai	2.7.0	2.21.0
openai	1.109.1	2.14.0
qdrant-haystack	7.0.0	9.1.2
numpy	1.26.4	2.4.0
sqlparse	0.5.3	0.5.5
orjson	3.11.4	3.11.5
ollama-haystack	0.0.6	1.1.0
ollama	0.2.1	0.6.1
cachetools	5.5.2	6.2.4
google-auth	2.43.0	2.45.0
tiktoken	0.8.0	0.12.0
litellm	1.79.3	1.80.10
boto3	1.40.72	1.42.14
qdrant-client	1.11.0	1.16.2
pre-commit	3.8.0	4.5.1
streamlit	1.51.0	1.52.2
watchdog	4.0.2	6.0.0
matplotlib	3.10.7	3.10.8
dspy-ai	2.6.27	3.0.4
deepeval	1.6.2	3.7.6
plotly	5.24.1	6.5.0
ipykernel	6.31.0	7.1.0
itables	2.5.2	2.6.1
locust	2.41.6	2.42.6
pytest-cov	6.3.0	7.0.0
pytest-asyncio	0.24.0	1.3.0

Updates fastapi from 0.121.1 to 0.127.0

Release notes

Sourced from fastapi's releases.

0.127.0

Breaking Changes

• 🔊 Add deprecation warnings when using pydantic.v1. PR #14583 by @​tiangolo.

Translations

• 🔧 Add LLM prompt file for Korean, generated from the existing translations. PR #14546 by @​tiangolo.
• 🔧 Add LLM prompt file for Japanese, generated from the existing translations. PR #14545 by @​tiangolo.

Internal

• ⬆️ Upgrade OpenAI model for translations to gpt-5.2. PR #14579 by @​tiangolo.

0.126.0

Upgrades

• ➖ Drop support for Pydantic v1, keeping short temporary support for Pydantic v2's pydantic.v1. PR #14575 by @​tiangolo.
  • The minimum version of Pydantic installed is now pydantic >=2.7.0.
  • The standard dependencies now include pydantic-settings >=2.0.0 and pydantic-extra-types >=2.0.0.

Docs

• 📝 Fix duplicated variable in docs_src/python_types/tutorial005_py39.py. PR #14565 by @​paras-verma7454.

Translations

• 🔧 Add LLM prompt file for Ukrainian, generated from the existing translations. PR #14548 by @​tiangolo.

Internal

• 🔧 Tweak pre-commit to allow committing release-notes. PR #14577 by @​tiangolo.
• ⬆️ Use prek as a pre-commit alternative. PR #14572 by @​tiangolo.
• 👷 Add performance tests with CodSpeed. PR #14558 by @​tiangolo.

0.125.0

Breaking Changes

• 🔧 Drop support for Python 3.8. PR #14563 by @​tiangolo.
  • This would actually not be a breaking change as no code would really break. Any Python 3.8 installer would just refuse to install the latest version of FastAPI and would only install 0.124.4. Only marking it as a "breaking change" to make it visible.

Refactors

• ♻️ Upgrade internal syntax to Python 3.9+ 🎉. PR #14564 by @​tiangolo.

Docs

• ⚰️ Remove Python 3.8 from CI and remove Python 3.8 examples from source docs. PR #14559 by @​YuriiMotov and @​tiangolo.

Translations

... (truncated)

Commits

• c4a1ab5 🔖 Release version 0.127.0
• 22c7200 📝 Update release notes
• 6e42bcd 🔊 Add deprecation warnings when using pydantic.v1 (#14583)
• 6513d4d 📝 Update release notes
• 1d93d53 ⬆️ Upgrade OpenAI model for translations to gpt-5.2 (#14579)
• c2c1cc8 📝 Update release notes
• 5289259 🔧 Add LLM prompt file for Korean, generated from the existing translations (#...
• 5783910 📝 Update release notes
• 026b43e 🔧 Add LLM prompt file for Japanese, generated from the existing translations ...
• 6b591dd 📝 Update release notes
• Additional commits viewable in compare view

Updates uvicorn from 0.29.0 to 0.40.0

Release notes

Sourced from uvicorn's releases.

Version 0.40.0

What's Changed

• Drop Python 3.9 by @​Kludex in Kludex/uvicorn#2772

Full Changelog: Kludex/uvicorn@0.39.0...0.40.0

Version 0.39.0

What's Changed

• explicitly start ASGI run with empty context by @​pmeier in Kludex/uvicorn#2742
• fix(websockets): Send close frame on ASGI return by @​Kludex in Kludex/uvicorn#2769

New Contributors

• @​pmeier made their first contribution in Kludex/uvicorn#2742

Full Changelog: Kludex/uvicorn@0.38.0...0.39.0

Version 0.38.0

What's Changed

• Support Python 3.14 by @​Kludex in Kludex/uvicorn#2723

---

New Contributors

• @​NGANAMODEIJunior made their first contribution in Kludex/uvicorn#2713

Full Changelog: Kludex/uvicorn@0.37.0...0.38.0

Version 0.37.0

What's Changed

• Add --timeout-worker-healthcheck setting by @​Kludex in Kludex/uvicorn#2711
• Add os.PathLike[str] type to ssl_ca_certs by @​rnv812 in Kludex/uvicorn#2676

New Contributors

• @​LincolnPuzey made their first contribution in Kludex/uvicorn#2669
• @​rnv812 made their first contribution in Kludex/uvicorn#2676

Full Changelog: Kludex/uvicorn@0.36.1...0.37.0

Version 0.36.1

What's Changed

• Raise an exception when calling removed Config.setup_event_loop() by @​Kludex in Kludex/uvicorn#2709

Full Changelog: Kludex/uvicorn@0.36.0...0.36.1

Version 0.36.0

Added

• Support custom IOLOOPs by @​gnir-work in Kludex/uvicorn#2435

... (truncated)

Changelog

Sourced from uvicorn's changelog.

0.40.0 (December 21, 2025)

Remove

• Drop support for Python 3.9 (#2772)

0.39.0 (December 21, 2025)

Fixed

• Send close frame on ASGI return for WebSockets (#2769)
• Explicitly start ASGI run with empty context (#2742)

0.38.0 (October 18, 2025)

Added

• Support Python 3.14 (#2723)

0.37.0 (September 23, 2025)

Added

• Add --timeout-worker-healthcheck option (#2711)
• Add os.PathLike[str] type to ssl_ca_certs (#2676)

0.36.1 (September 23, 2025)

Fixed

• Raise an exception when calling removed Config.setup_event_loop() (#2709)

0.36.0 (September 20, 2025)

Added

• Support custom IOLOOPs (#2435)
• Allow to provide importable string in --http, --ws and --loop (#2658)

0.35.0 (June 28, 2025)

Added

• Add WebSocketsSansIOProtocol (#2540)

Changed

• Refine help message for option --proxy-headers (#2653)

0.34.3 (June 1, 2025)

... (truncated)

Commits

• 9ff6004 Version 0.40.0 (#2773)
• 19df042 Drop Python 3.9 (#2772)
• 865ce7c Run strict mypy on test suite (#2771)
• 4f40b84 Version 0.39.0 (#2770)
• 5692dfc fix(websockets): Send close frame on ASGI return (#2769)
• 4194764 chore(deps): bump the github-actions group with 2 updates (#2763)
• d94bf28 explicitly start ASGI run with empty context (#2742)
• 8ae0bcb chore(deps): bump the github-actions group with 2 updates (#2748)
• 4744ff9 Add groups configuration for GitHub Actions (#2747)
• 0391372 chore(deps): bump astral-sh/setup-uv from 6.8.0 to 7.1.2 (#2746)
• Additional commits viewable in compare view

Updates haystack-ai from 2.7.0 to 2.21.0

Release notes

Sourced from haystack-ai's releases.

v2.21.0

⭐️ Highlights

🔍 Smarter, Broader Retrieval with Multi-Query RAG

This release introduces three new components that significantly boost retrieval recall in RAG systems by expanding the user query and retrieving documents across multiple reformulations:

• QueryExpander generates semantically similar variations of a user query to broaden search coverage.
• MultiQueryTextRetriever runs multiple queries in parallel using a text-based retriever (e.g., BM25) and merges results by score.
• MultiQueryEmbeddingRetriever performs the same multi-query retrieval flow using embeddings, enabling richer semantic recall.

Used together, these components create a multi-query retrieval pipeline that improves recall especially when queries are short or ambiguous.

🧪 Example: Expanding a Query and Retrieving More Relevant Documents

from haystack import Pipeline from haystack.components.query import QueryExpander from haystack.components.retrievers import InMemoryBM25Retriever from haystack.components.retrievers import MultiQueryTextRetriever from haystack.document_stores.in_memory import InMemoryDocumentStore from haystack.components.writers import DocumentWriter from haystack import Document from haystack.document_stores.types import DuplicatePolicy Sample documents docs = [ Document(content="Renewable energy comes from natural sources like wind and sunlight."), Document(content="Geothermal energy is heat from beneath the Earth's surface."), Document(content="Hydropower generates electricity using flowing water."), ] Store documents store = InMemoryDocumentStore() writer = DocumentWriter(document_store=store, policy=DuplicatePolicy.SKIP) writer.run(documents=docs) Components expander = QueryExpander() retriever = InMemoryBM25Retriever(document_store=store, top_k=1) multi_retriever = MultiQueryTextRetriever(retriever=retriever) Expand and retrieve expanded = expander.run(query="renewable energy") results = multi_retriever.run(queries=expanded["queries"]) for doc in results["documents"]: print(doc.content)

... (truncated)

Commits

• ffe5e47 bump version to 2.21.0
• 08a82c8 bump version to 2.21.0-rc1
• ecce6f6 chore: small improvements SentenceWindowRetriever
• 08b979c Sync Haystack API reference on Docusaurus (#10188)
• bad2937 feat: add run async filter and automerging retriever (#9897)
• dfd678e Improve flaky tool invocation integration test (#10187)
• 152a16c Fix flaky parallel tool test with stronger model (#10183)
• 251335f Sync Haystack API reference on Docusaurus (#10185)
• adcd4ae chore: Update Azure default model to gpt-4.1-mini (#10167)
• 0907d89 docs: new page that documents pipeline loops (#10134)
• Additional commits viewable in compare view

Updates openai from 1.109.1 to 2.14.0

Release notes

Sourced from openai's releases.

v2.14.0

2.14.0 (2025-12-19)

Full Changelog: v2.13.0...v2.14.0

Features

• api: slugs for new audio models; make all model params accept strings (e517792)

Bug Fixes

• use async_to_httpx_files in patch method (a6af9ee)

Chores

• internal: add --fix argument to lint script (93107ef)

v2.13.0

2.13.0 (2025-12-16)

Full Changelog: v2.12.0...v2.13.0

Features

• api: gpt-image-1.5 (1c88f03)

Chores

• ci: add CI job to detect breaking changes with the Agents SDK (#1436) (237c91e)
• internal: add missing files argument to base client (e6d6fd5)

v2.12.0

2.12.0 (2025-12-15)

Full Changelog: v2.11.0...v2.12.0

Features

• api: api update (a95c4d0)
• api: fix grader input list, add dated slugs for sora-2 (b2c389b)

v2.11.0

2.11.0 (2025-12-11)

Full Changelog: v2.10.0...v2.11.0

Features

... (truncated)

Changelog

Sourced from openai's changelog.

2.14.0 (2025-12-19)

Full Changelog: v2.13.0...v2.14.0

Features

• api: slugs for new audio models; make all model params accept strings (e517792)

Bug Fixes

• use async_to_httpx_files in patch method (a6af9ee)

Chores

• internal: add --fix argument to lint script (93107ef)

2.13.0 (2025-12-16)

Full Changelog: v2.12.0...v2.13.0

Features

• api: gpt-image-1.5 (1c88f03)

Chores

• ci: add CI job to detect breaking changes with the Agents SDK (#1436) (237c91e)
• internal: add missing files argument to base client (e6d6fd5)

2.12.0 (2025-12-15)

Full Changelog: v2.11.0...v2.12.0

Features

• api: api update (a95c4d0)
• api: fix grader input list, add dated slugs for sora-2 (b2c389b)

2.11.0 (2025-12-11)

Full Changelog: v2.10.0...v2.11.0

Features

• api: gpt 5.2 (dd9b8e8)

2.10.0 (2025-12-10)

... (truncated)

Commits

• d3e6321 release: 2.14.0
• 4547f1a codegen metadata
• a3c27a2 chore(internal): add --fix argument to lint script
• 51c6885 feat(api): slugs for new audio models; make all model params accept strings
• 62699d9 fix: use async_to_httpx_files in patch method
• 20af6aa codegen metadata
• f94256d release: 2.13.0
• 9dc1d1a feat(api): gpt-image-1.5
• 74b1e6f chore(ci): add CI job to detect breaking changes with the Agents SDK (#1436)
• 3c016c6 chore(internal): add missing files argument to base client
• Additional commits viewable in compare view

Updates qdrant-haystack from 7.0.0 to 9.1.2

Commits

• db41de8 fix: Fix exposing Qdrant api-key in metadata field when running to_dict (...
• 12d3415 docs: update changelog for integrations/google_ai (#1812)
• 3c2ea6d Update changelog for integrations/cohere (#1784)
• 78a6e0b feat: add run_async for CohereChatGenerator (#1689)
• 3910598 Update changelog for integrations/stackit (#1782)
• 8356e3f feat: Add to_dict to STACKITDocumentEmbedder and STACKITTextEmbedder an...
• e19d1e5 Update changelog for integrations/mistral (#1781)
• 115217d fix: Bring Mistral integration up to date with changes made to OpenAIChatGene...
• 242bba8 test: add service_tier to test_convert_anthropic_chunk_to_streaming_chunk (#1...
• 6d81a71 feat: MCPTool and MCPToolset async resource management improvements (#1758)
• Additional commits viewable in compare view

Updates numpy from 1.26.4 to 2.4.0

Release notes

Sourced from numpy's releases.

2.4.0 (Dec 20, 2025)

NumPy 2.4.0 Release Notes

The NumPy 2.4.0 release continues the work to improve free threaded Python support, user dtypes implementation, and annotations. There are many expired deprecations and bug fixes as well.

This release supports Python versions 3.11-3.14

Highlights

Apart from annotations and same_value kwarg, the 2.4 highlights are mostly of interest to downstream developers. They should help in implementing new user dtypes.

• Many annotation improvements. In particular, runtime signature introspection.
• New casting kwarg 'same_value' for casting by value.
• New PyUFunc_AddLoopsFromSpec function that can be used to add user sort loops using the ArrayMethod API.
• New __numpy_dtype__ protocol.

Deprecations

Setting the strides attribute is deprecated

Setting the strides attribute is now deprecated since mutating an array is unsafe if an array is shared, especially by multiple threads. As an alternative, you can create a new view (no copy) via:

• np.lib.stride_tricks.strided_window_view if applicable,
• np.lib.stride_tricks.as_strided for the general case,
• or the np.ndarray constructor (buffer is the original array) for a light-weight version.

(gh-28925)

Positional out argument to np.maximum, np.minimum is deprecated

Passing the output array out positionally to numpy.maximum and numpy.minimum is deprecated. For example, np.maximum(a, b, c) will emit a deprecation warning, since c is treated as the output buffer rather than a third input.

Always pass the output with the keyword form, e.g. np.maximum(a, b, out=c). This makes intent clear and simplifies type annotations.

(gh-29052)

align= must be passed as boolean to np.dtype()

... (truncated)

Changelog

Sourced from numpy's changelog.

Update 2.4.0 milestones

Look at the issues/prs with 2.4.0 milestones and either push them off to a later version, or maybe remove the milestone. You may need to add a milestone.

Check the numpy-release repo

The things to check are the cibuildwheel version in .github/workflows/wheels.yml and the openblas versions in openblas_requirements.txt.

Make a release PR

Four documents usually need to be updated or created for the release PR:

• The changelog
• The release notes
• The .mailmap file
• The pyproject.toml file

These changes should be made in an ordinary PR against the maintenance branch. Other small, miscellaneous fixes may be part of this PR. The commit message might be something like::

REL: Prepare for the NumPy 2.4.0 release 
 
Create 2.4.0-changelog.rst.
 
Update 2.4.0-notes.rst.
 
Update .mailmap.
 
Update pyproject.toml
 

Set the release version

Check the pyproject.toml file and set the release version and update the classifier if needed::

$ gvim pyproject.toml 

Check the doc/source/release.rst file

make sure that the release notes have an entry in the release.rst file::

... (truncated)

Commits

• c5ab79c Merge pull request #30487 from charris/prepare-2.4.0.2
• 05e379a REL: Prepare for the NumPy 2.4.0 release (2)
• 485f1c4 REL: Prepare for the NumPy 2.4.0 release (1) (#30486)
• c683481 REL: Prepare for the NumPy 2.4.0 release (#30439)
• 11d9ed2 Merge pull request #30459 from charris/backport-30456
• 2a17ddb TYP: restore generic.__hash__ (#30456)
• d04a429 Merge pull request #30432 from charris/backport-30426
• f94a148 fix more data races in mtrand.pyx (#30426)
• 06a9d42 Merge pull request #30420 from charris/backport-30418
• 30819cd Merge pull request #30419 from charris/backport-30373
• Additional commits viewable in compare view

Updates sqlparse from 0.5.3 to 0.5.5

Changelog

Sourced from sqlparse's changelog.

Release 0.5.5 (Dec 19, 2025)

Bug Fixes

• Fix DoS protection to raise SQLParseError instead of silently returning None when grouping limits are exceeded (issue827).
• Fix splitting of BEGIN TRANSACTION statements (issue826).

Release 0.5.4 (Nov 28, 2025)

Enhancements

• Add support for Python 3.14.
• Add type annotations to top-level API functions and include py.typed marker for PEP 561 compliance, enabling type checking with mypy and other tools (issue756).
• Add pre-commit hook support. sqlparse can now be used as a pre-commit hook to automatically format SQL files. The CLI now supports multiple files and an --in-place flag for in-place editing (issue537).
• Add ATTACH and DETACH to PostgreSQL keywords (pr808).
• Add INTERSECT to close keywords in WHERE clause (pr820).
• Support REGEXP BINARY comparison operator (pr817).

Bug Fixes

• Add additional protection against denial of service attacks when parsing very large lists of tuples. This enhances the existing recursion protections with configurable limits for token processing to prevent DoS through algorithmic complexity attacks. The new limits (MAX_GROUPING_DEPTH=100, MAX_GROUPING_TOKENS=10000) can be adjusted or disabled (by setting to None) if needed for legitimate large SQL statements.
• Remove shebang from cli.py and remove executable flag (pr818).
• Fix strip_comments not removing all comments when input contains only comments (issue801, pr803 by stropysh).
• Fix splitting statements with IF EXISTS/IF NOT EXISTS inside BEGIN...END blocks (issue812).
• Fix splitting on semicolons inside BEGIN...END blocks (issue809).

Commits

• 0d24023 Bump version to 0.5.5
• da67ac1 Enhance DoS protection by raising SQLParseError for exceeded grouping limits ...
• 5ca50a2 Fix splitting of BEGIN TRANSACTION statements (fixes #826).
• acd8e58 Back to development version.
• 14e300b Bump version.
• 96a67e2 Code cleanup.
• 1a3bfbd Fix handling of semicolons inside BEGIN...END blocks (fixes #809).
• e92a032 Fix handling of IF EXISTS statements in BEGIN...END blocks (fixes #812).
• 149bebf Update Changelog.
• 561a67e Update AUTHORS.
• Additional commits viewable in compare view

Updates orjson from 3.11.4 to 3.11.5

Release notes

Sourced from orjson's releases.

3.11.5

Changed

• Show simple error message instead of traceback when attempting to build on unsupported Python versions.

Changelog

Sourced from orjson's changelog.

3.11.5 - 2025-12-06

Changed

• Show simple error message instead of traceback when attempting to build on unsupported Python versions.

Commits

• fb3eb1f 3.11.5
• 52688e0 Record contributors in headers
• dc083e8 Further compatibility and build misc
• 18f0186 Compatibility and build misc
• See full diff in compare view

Updates ollama-haystack from 0.0.6 to 1.1.0

Commits

• bb949ef feat: Add Agent state-mapping parameters to MCPTool (#2501)
• dee4f0a docs: update changelog for integrations/anthropic (#2511)
• 28c8038 docs: update changelog for integrations/astra (#2512)
• 3b7497a docs: update changelog for integrations/azure_ai_search (#2513)
• 373b818 docs: update changelog for integrations/chroma (#2514)
• b8a7dba Add missing GA workflow for aimlapi integration (#2504)
• b094b8d enhancement: Adopt PEP 585 type hinting (part 1) (#2509)
• 986054f feat: delete all documents for AzureAISearch DocumentStore (#2404)
• 5641b7c feat: adding delete_all_docs to Qdrant document store (#2363)
• d5cc99f Add missing config file for docusaurus (#2505)
• Additional commits viewable in compare view

Updates ollama from 0.2.1 to 0.6.1

Release notes

Sourced from ollama's releases.

v0.6.1

What's Changed

• client/types: add logprobs support by @​ParthSareen in ollama/ollama-python#601

Full Changelog: ollama/ollama-python@v0.6.0...v0.6.1

v0.6.0

What's Changed

• client: add web search and web crawl capabilities by @​ParthSareen in ollama/ollama-python#578

• client: load OLLAMA_API_KEY on init by @​ParthSareen in ollama/ollama-python#583

• client/types: update web search and fetch API by @​npardal in ollama/ollama-python#584

• examples: add mcp server for web_search web_crawl by @​ParthSareen in ollama/ollama-python#585

• examples: gpt oss browser tool by @​ParthSareen in ollama/ollama-python#588

New Contributors

• @​npardal made their first contribution in ollama/ollama-python#584

Full Changelog: ollama/ollama-python@v0.5.4...v0.6.0

v0.5.4

What's Changed

• examples: add gpt-oss browser example by @​ParthSareen in ollama/ollama-python#558
• build(deps): bump actions/checkout from 4 to 5 by @​dependabot[bot] in ollama/ollama-python#559
• examples/gpt-oss: fix examples by @​ParthSareen in ollama/ollama-python#566
• Fix link for thinking-levels.py in documentation by @​btjanaka in ollama/ollama-python#567
• examples: fix gpt-oss-tools-stream for adding tool calls by @​ParthSareen in ollama/ollama-python#568
• examples: resolve invalid tool usage status code 400 if llm makes a mistake gpt-oss by @​MarkWard0110 in ollama/ollama-python#569
• build(deps): bump actions/setup-python from 5 to 6 by @​dependabot[bot] in ollama/ollama-python#571
• feat: add dimensions to embed request by @​mxyng in ollama/ollama-python#574

New Contributors

• @​btjanaka made their first contribution in ollama/ollama-python#567
• @​MarkWard0110 made their first contribution in ollama/ollama-python#569

Full Changelog: ollama/ollama-python@v0.5.3...v0.5.4

v0.5.3

What's Changed

• add support for 'high'/'medium'/'low' think values by @​drifkin in ollama/ollama-python#553

Full Changelog: ollama/ollama-python@v0.5.2...v0.5.3

v0.5.2

What's Changed

• types/examples: add tool_name to message and examples by @​ParthSareen in ollama/ollama-python#537
• types: add context_length to ProcessResponse by @​ParthSareen in ollama/ollama-python#538
• types: relax type for tools by @​ParthSareen in ollama/ollama-python#550

... (truncated)

Commits

• 0008226 client/types: add logprobs support (#601)
• 9ddd5f0 examples: fix model web search (#589)
• d967f04 examples: gpt oss browser tool (#588)
• ab49a66 examples: add mcp server for web_search web_crawl (#585)
• 16f344f client/types: update web search and fetch API (#584)
• d0f71bc client: load OLLAMA_API_KEY on init (#583)
• b22c5fd init: fix export for web_search (#581)
• 4d0b81b client: add web search and web crawl capabilities (#578)
• a1d04f0 feat: add dimensions to embed request (#574)
• 8af6cac build(deps): bump actions/setup-python from 5 to 6 (#571)
• Additional commits viewable in compare view

Updates cachetools from 5.5.2 to 6.2.4

Changelog

Sourced from cachetools's changelog.

v6.2.4 (2025-12-15)

• Fix license information displayed on PyPI be using an updated version of twine for uploading.

v6.2.3 (2025-12-12)

• Improve documentation regarding @cachedmethod with condition parameter.

• Minor style and readability improvements.

• Modernize build environment.

• Update CI environment.

v6.2.2 (2025-11-13)

• Minor improvements from GitHub Copilot code review.

• Improve documentation.

v6.2.1 (2025-10-12)

• Add support for Python 3.14.

• Improve documentation.

• Update CI environment.

v6.2.0 (2025-08-25)

• Improve general RRCache performance by storing cache keys in an additional sequence container. Note that this will increase memory consumption.

• Add more unit tests.

v6.1.0 (2025-06-16)

... (truncated)

Commits

• 9983ef8 Bump version for uploading with updated twine.
• c935468 Release v6.2.3.
• 94d1099 Prepare v6.2.3.
• af8b7d4 Fix #372: Convert setup.cfg to pyproject.toml.
• 20b8a19 Fix #370: Mention that using @​cachedmethod with condition requires self to be...
• 116fb4c Minor style and readability improvements.
• 96546ea Bump actions/checkout from 5.0.0 to 6.0.0
• 0106cc1 Bump actions/setup-python from 6.0.0 to 6.1.0
• 4ee2600 Release v6.2.2.
• f1cec39 Minor improvements from GitHub Copilot code review.
• Additional commits viewable in compare view

Updates google-auth from 2.43.0 to 2.45.0

Release notes

Sourced from google-auth's releases.

google-auth 2.45.0

2.45.0 (2025-12-15)

Features

• Adding Agent Identity bound token support and handling certificate mismatches with retries (#1890) (b32c934e)

google-auth 2.44.0

2.44.0 (2025-12-12)

Features

• MDS connections use mTLS (#1856) (0387bb95)

• support Python 3.14 (#1822) (0f7097e7)

• add ecdsa p-384 support (#1872) (39c381a5)

• Add shlex to correctly parse executable commands with spaces (#1855) (cf6fc3cc)

• Implement token revocation in STS client and add revoke() metho… (#1849) (d5638986)

Bug Fixes

• Add temporary patch to workload cert logic to accomodate Cloud Run mis-configuration (#1880) (78de7907)

• Delegate workload cert and key default lookup to helper function (#1877) (b0993c7e)

• Use public refresh method for source credentials in ImpersonatedCredentials (#1884) (e0c3296f)

Changelog

Sourced from google-auth's changelog.

2.45.0 (2025-12-15)

Features

• Adding Agent Identity bound token support and handling certificate mismatches with retries (#1890) (b32c934e6b0d09b94c467cd432a0a635e8b05f5c)

2.44.0 (2025-12-13)

Features

• support Python 3.14 (#1822) (0f7...

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