chore(wren-ai-service): bump the all group across 1 directory with 38 updates

[dependabot]

Bumps the all group with 38 updates in the /wren-ai-service directory:

Package	From	To
fastapi	0.121.1	0.131.0
uvicorn	0.29.0	0.41.0
haystack-ai	2.7.0	2.24.1
openai	1.109.1	2.21.0
qdrant-haystack	7.0.0	9.1.2
tqdm	4.67.1	4.67.3
numpy	1.26.4	2.4.2
sqlparse	0.5.3	0.5.5
orjson	3.11.5	3.11.7
ollama-haystack	0.0.6	1.1.0
ollama	0.2.1	0.6.1
cachetools	5.5.2	6.2.6
pydantic-settings	2.12.0	2.13.1
google-auth	2.43.0	2.48.0
tiktoken	0.8.0	0.12.0
jsonschema	4.25.1	4.26.0
litellm	1.79.3	1.81.14
boto3	1.40.72	1.42.54
qdrant-client	1.11.0	1.17.0
filelock	3.20.3	3.24.3
werkzeug	3.1.5	3.1.6
marshmallow	3.26.2	4.2.2
pre-commit	3.8.0	4.5.1
streamlit	1.51.0	1.54.0
watchdog	4.0.2	6.0.0
matplotlib	3.10.7	3.10.8
sseclient-py	1.8.0	1.9.0
dspy-ai	2.6.27	3.1.3
deepeval	1.6.2	3.8.6
tomlkit	0.13.3	0.14.0
gitpython	3.1.45	3.1.46
plotly	5.24.1	6.5.2
ipykernel	6.31.0	7.2.0
itables	2.5.2	2.7.0
gdown	5.2.0	5.2.1
locust	2.41.6	2.43.3
pytest-cov	6.3.0	7.0.0
pytest-asyncio	0.24.0	1.3.0

Updates fastapi from 0.121.1 to 0.131.0

Release notes

Sourced from fastapi's releases.

0.131.0

Breaking Changes

• 🗑️ Deprecate ORJSONResponse and UJSONResponse. PR #14964 by @​tiangolo.

0.130.0

Features

• ✨ Serialize JSON response with Pydantic (in Rust), when there's a Pydantic return type or response model. PR #14962 by @​tiangolo.
  • This results in 2x (or more) performance increase for JSON responses.
  • New docs: Custom Response - JSON Performance.

0.129.2

Internal

• ⬆️ Upgrade pytest. PR #14959 by @​tiangolo.
• 👷 Fix CI, do not attempt to publish fastapi-slim. PR #14958 by @​tiangolo.
• ➖ Drop support for fastapi-slim, no more versions will be released, use only "fastapi[standard]" or fastapi. PR #14957 by @​tiangolo.
• 🔧 Update pyproject.toml, remove unneeded lines. PR #14956 by @​tiangolo.

0.129.1

Fixes

• ♻️ Fix JSON Schema for bytes, use "contentMediaType": "application/octet-stream" instead of "format": "binary". PR #14953 by @​tiangolo.

Docs

• 🔨 Add Kapa.ai widget (AI chatbot). PR #14938 by @​tiangolo.
• 🔥 Remove Python 3.9 specific files, no longer needed after updating translations. PR #14931 by @​tiangolo.
• 📝 Update docs for JWT to prevent timing attacks. PR #14908 by @​tiangolo.

Translations

• ✏️ Fix several typos in ru translations. PR #14934 by @​argoarsiks.
• 🌐 Update translations for ko (update-all and add-missing). PR #14923 by @​YuriiMotov.
• 🌐 Update translations for uk (add-missing). PR #14922 by @​YuriiMotov.
• 🌐 Update translations for zh-hant (update-all and add-missing). PR #14921 by @​YuriiMotov.
• 🌐 Update translations for fr (update-all and add-missing). PR #14920 by @​YuriiMotov.
• 🌐 Update translations for de (update-all) . PR #14910 by @​YuriiMotov.
• 🌐 Update translations for ja (update-all). PR #14916 by @​YuriiMotov.
• 🌐 Update translations for pt (update-all). PR #14912 by @​YuriiMotov.
• 🌐 Update translations for es (update-all and add-missing). PR #14911 by @​YuriiMotov.
• 🌐 Update translations for zh (update-all). PR #14917 by @​YuriiMotov.
• 🌐 Update translations for uk (update-all). PR #14914 by @​YuriiMotov.
• 🌐 Update translations for tr (update-all). PR #14913 by @​YuriiMotov.
• 🌐 Update translations for ru (update-outdated). PR #14909 by @​YuriiMotov.

Internal

• 👷 Always run tests on push to master branch and when run by scheduler. PR #14940 by @​YuriiMotov.

... (truncated)

Commits

• b423b73 🔖 Release version 0.131.0
• 70e8558 📝 Update release notes
• 48e9835 🗑️ Deprecate ORJSONResponse and UJSONResponse (#14964)
• 2e62fb1 📝 Update release notes
• eb544e7 🔖 Release version 0.130.0
• bc06e42 📝 Update release notes
• 590a5e5 ✨ Serialize JSON response with Pydantic (in Rust), when there's a Pydantic re...
• 1e78a36 🔖 Release version 0.129.2
• f921de6 📝 Update release notes
• 4ab8138 ⬆️ Upgrade pytest (#14959)
• Additional commits viewable in compare view

Updates uvicorn from 0.29.0 to 0.41.0

Release notes

Sourced from uvicorn's releases.

Version 0.41.0

Added

• Add --limit-max-requests-jitter to stagger worker restarts (#2707)
• Add socket path to scope["server"] (#2561)

Changed

• Rename LifespanOn.error_occured to error_occurred (#2776)

Fixed

• Ignore permission denied errors in watchfiles reloader (#2817)
• Ensure lifespan shutdown runs when should_exit is set during startup (#2812)
• Reduce the log level of 'request limit exceeded' messages (#2788)

---

New Contributors

• @​t-kawasumi made their first contribution in Kludex/uvicorn#2776
• @​fardyn made their first contribution in Kludex/uvicorn#2800
• @​ewie made their first contribution in Kludex/uvicorn#2807
• @​shevron made their first contribution in Kludex/uvicorn#2788
• @​jonashaag made their first contribution in Kludex/uvicorn#2707

---

Full Changelog: Kludex/uvicorn@0.40.0...0.41.0

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

... (truncated)

Changelog

Sourced from uvicorn's changelog.

0.41.0 (February 16, 2026)

Added

• Add --limit-max-requests-jitter to stagger worker restarts (#2707)
• Add socket path to scope["server"] (#2561)

Changed

• Rename LifespanOn.error_occured to error_occurred (#2776)

Fixed

• Ignore permission denied errors in watchfiles reloader (#2817)
• Ensure lifespan shutdown runs when should_exit is set during startup (#2812)
• Reduce the log level of 'request limit exceeded' messages (#2788)

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)

... (truncated)

Commits

• 9283c0f Version 0.41.0 (#2821)
• a01a33e Add --limit-max-requests-jitter to stagger worker restarts (#2707)
• 2ce65bd Ignore permission denied errors in watchfiles reloader (#2817)
• 654f2ed Ensure lifespan shutdown runs when should_exit is set during startup (#2812)
• a03d9f6 Reduce the log level of 'request limit exceeded' messages (#2788)
• e377de4 Add socket path to scope["server"] (#2561)
• 0779f7f Poll for readiness in test_multiprocess_health_check and run_server (#2816)
• 7e9ce2c Poll for PID changes in test_multiprocess_sighup instead of fixed sleep (#2...
• 99f0d87 Fix grep warning in scripts/sync-version (#2807)
• 7ae2e63 chore(deps): bump the python-packages group with 18 updates (#2801)
• Additional commits viewable in compare view

Updates haystack-ai from 2.7.0 to 2.24.1

Release notes

Sourced from haystack-ai's releases.

v2.24.1

🐛 Bug Fixes

• Fixed a bug in flexible Pipeline connections that prevented automatic value conversion when the receiving component expects a Union type. For example, connecting a component returning ChatMessage to a receiver expecting list[str] | list[ChatMessage] should have worked but did not. The conversion strategy now correctly evaluates each branch of a Union receiver and picks the best match.

v2.24.1-rc1

No release notes provided.

v2.24.0

⭐️ Highlights

🔌 Pipelines got simpler

With the updated logic, Pipelines can now:

• connect multiple list[T] component outputs directly to a single list[T] input of the next component, simplifying pipeline definitions when multiple components produce compatible outputs. E.g., you can directly connect multiple converters to a writer component without a DocumentJoiner component in ingestion pipelines.
• support the automatic conversion between ChatMessage and str types, enabling simpler connections between various components. E.g., you can easily connect an Agent component (which returns ChatMessage as last_message) to a text embedder component (which expects a str as query) without an OutputAdapter component.
• automatically convert list[ChatMessage] to ChatMessage and list[str] to str by taking the first element of the list. Another supported conversion is list[ChatMessage] to str, enabling the connection between a chat generator (which returns list[ChatMessage] as messages) and a BM25 retriever (which expects a str as query).
• perform list wrapping: a component returning type T can be connected to a component expecting type list[T].

Together, these changes eliminate the need for OutputAdapter and some joiners (ListJoiner, DocumentJoiner) in many common setups such as query rewriting and hybrid search.

🏁 Rankers handles duplicate documents

Rankers now deduplicate documents by id before ranking, preventing the same document from being scored multiple times in hybrid retrieval setups and eliminating the need for a DocumentJoiner after recent pipeline updates.

⚠️ Breaking change: MultiQueryEmbeddingRetriever and MultiQueryTextRetriever now also deduplicate by id (not by content). Documents are only considered duplicates if they share the same id.

📃 Extended PDF support in Chat Generators

You can now include files (e.g. PDFs) in ChatMessage objects using the new FileContent dataclass when working with OpenAI and Azure chat generators, including Responses API. Support for more providers is coming soon (see #10474)

from haystack.components.generators.chat.openai import OpenAIChatGenerator
from haystack.dataclasses.chat_message import ChatMessage
from haystack.dataclasses.file_content import FileContent
file_content = FileContent.from_url("https://arxiv.org/pdf/2309.08632")
chat_message = ChatMessage.from_user(content_parts=[file_content, "Summarize this paper in 100 words."])
llm = OpenAIChatGenerator(model="gpt-4.1-mini")
response = llm.run(messages=[chat_message])

⬆️ Upgrade Notes

• Deduplication in Rankers is a breaking change for users who rely on keeping duplicate documents with the same user-defined id in the ranking output. This change only affects users with custom document ids who want duplicates preserved. To keep the previous behavior, ensure that your user-defined document ids are unique across retriever outputs.

  Affected Rankers: HuggingFaceTEIRanker, LostInTheMiddleRanker, MetaFieldRanker, MetaFieldGroupingRanker, SentenceTransformersDiversityRanker, SentenceTransformersSimilarityRanker, TransformersSimilarityRanker.

• Deduplication behavior in MultiQueryEmbeddingRetriever and MultiQueryTextRetriever has changed and may be breaking for users who relied on deduplication based on document content rather than document id.

  Documents are now considered duplicates only if they share the same id. Document ids can be user-defined or are automatically generated as a hash of the document’s attributes (e.g. content, metadata, etc.).

... (truncated)

Commits

• 84143c5 bump version to 2.24.1
• 3382c07 bump version to 2.24.1-rc1
• 08e9b23 fix: make receivers with Union type accept connections with any of their ty...
• c702cc1 bump version to 2.24.0
• cc92bcd bump version to 2.24.0-rc2
• 74eb44b fix: deep copy pipeline inputs to avoid potential side effects from in-place ...
• 320e877 docs: Add MarkdownHeaderSplitter to preprocessors list for 2.24-unstable (#10...
• 68a9974 docs: Add MarkdownHeaderSplitter docs (#10562)
• a258d32 docs: section on FileContent (#10556)
• 87fa3bb Add markdown header splitter to api docs in 2.24-unstable (#10561)
• Additional commits viewable in compare view

Updates openai from 1.109.1 to 2.21.0

Release notes

Sourced from openai's releases.

v2.21.0

2.21.0 (2026-02-13)

Full Changelog: v2.20.0...v2.21.0

Features

• api: container network_policy and skills (d19de2e)

Bug Fixes

• structured outputs: resolve memory leak in parse methods (#2860) (6dcbe21)
• webhooks: preserve method visibility for compatibility checks (44a8936)

Chores

• internal: fix lint error on Python 3.14 (534f215)

Documentation

• split api.md by standalone resources (96e41b3)
• update comment (63def23)

v2.20.0

2.20.0 (2026-02-10)

Full Changelog: v2.19.0...v2.20.0

Features

• api: support for images in batch api (28edb6e)

v2.19.0

2.19.0 (2026-02-10)

Full Changelog: v2.18.0...v2.19.0

Features

• api: skills and hosted shell (27fdf68)

Chores

• internal: bump dependencies (fae10fd)

v2.18.0

... (truncated)

Changelog

Sourced from openai's changelog.

2.21.0 (2026-02-13)

Full Changelog: v2.20.0...v2.21.0

Features

• api: container network_policy and skills (d19de2e)

Bug Fixes

• structured outputs: resolve memory leak in parse methods (#2860) (6dcbe21)
• webhooks: preserve method visibility for compatibility checks (44a8936)

Chores

• internal: fix lint error on Python 3.14 (534f215)

Documentation

• split api.md by standalone resources (96e41b3)
• update comment (63def23)

2.20.0 (2026-02-10)

Full Changelog: v2.19.0...v2.20.0

Features

• api: support for images in batch api (28edb6e)

2.19.0 (2026-02-10)

Full Changelog: v2.18.0...v2.19.0

Features

• api: skills and hosted shell (27fdf68)

Chores

• internal: bump dependencies (fae10fd)

2.18.0 (2026-02-09)

Full Changelog: v2.17.0...v2.18.0

... (truncated)

Commits

• 3e0c05b release: 2.21.0
• e93f6cf fix(webhooks): preserve method visibility for compatibility checks
• 3ddbb7e feat(api): container network_policy and skills
• 156d518 docs: split api.md by standalone resources
• 72e1e15 fix(structured outputs): resolve memory leak in parse methods (#2860)
• d81ee8f codegen metadata
• 01c9eee codegen metadata
• 957dadf chore(internal): fix lint error on Python 3.14
• 7b26bd3 docs: update comment
• f2d096f release: 2.20.0
• 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 tqdm from 4.67.1 to 4.67.3

Release notes

Sourced from tqdm's releases.

tqdm v4.67.3 stable

• fix py3.7 dependencies (#1706 <- #1705)

tqdm v4.67.2 stable

• support pandas>=3 (#1703 <- #1701, #1650, #1700)
• fix format_interval for negative numbers (#1703)
• misc linting
• framework updates (#1704)
  • bump CI workflow & pre-commit dependencies
  • add pyupgrade
  • add py3.13 support
  • fix py3.7 tests
  • update setuptools-scm usage
  • support auto-dedented docstrings when building docs in py3.13
• tests: relax flaky benchmarks

Commits

• 75bdb6c fix py3.7 compat
• 09a863b bump version, merge pull request #1704 from tqdm/devel
• 33d24cd update pyproject syntax
• 70b9124 add py3.13 support
• a74d8f8 drop _dist_ver
• 14d72e2 Merge pull request #1703 from wingding12/fix-pandas-3.0-and-negative-interval
• a69dac8 fix dedented docstrings
• a986d22 tests: fix pandas deprecation warnings
• bb7aa4d tests: fix pandas deprecated applymap
• 0647db1 misc tidy
• Additional commits viewable in compare view

Updates numpy from 1.26.4 to 2.4.2

Release notes

Sourced from numpy's releases.

2.4.2 (Feb 1, 2026)

NumPy 2.4.2 Release Notes

The NumPy 2.4.2 is a patch release that fixes bugs discovered after the 2.4.1 release. Highlights are:

• Fixes memory leaks
• Updates OpenBLAS to fix hangs

This release supports Python versions 3.11-3.14

Contributors

A total of 9 people contributed to this release. People with a "+" by their names contributed a patch for the first time.

• Charles Harris
• Daniel Tang +
• Joren Hammudoglu
• Kumar Aditya
• Matti Picus
• Nathan Goldbaum
• Ralf Gommers
• Sebastian Berg
• Vikram Kumar +

Pull requests merged

A total of 12 pull requests were merged for this release.

• #30629: MAINT: Prepare 2.4.x for further development
• #30636: TYP: arange: accept datetime strings
• #30657: MAINT: avoid possible race condition by not touching os.environ...
• #30700: BUG: validate contraction axes in tensordot (#30521)
• #30701: DOC: __array_namespace__info__: set_module not __module__ (#30679)
• #30702: BUG: fix free-threaded PyObject layout in replace_scalar_type_names...
• #30703: TST: fix limited API example in tests for latest Cython
• #30709: BUG: Fix some bugs found via valgrind (#30680)
• #30712: MAINT: replace ob_type access with Py_TYPE in PyArray_CheckExact
• #30713: BUG: Fixup the quantile promotion fixup
• #30736: BUG: fix thread safety of array_getbuffer (#30667)
• #30737: backport scipy-openblas version change

2.4.1 (Jan 10, 2026)

NumPy 2.4.1 Release Notes

The NumPy 2.4.1 is a patch release that fixes bugs discoved after the 2.4.0 release. In particular, the typo SeedlessSequence is preserved to enable wheels using the random Cython API and built against NumPy < 2.4.0 to run without errors.

... (truncated)

Changelog

Sourced from numpy's changelog.

This is a walkthrough of the NumPy 2.4.0 release on Linux, which will be the first feature release using the numpy/numpy-release <https://github.com/numpy/numpy-release>__ repository.

The commands can be copied into the command line, but be sure to replace 2.4.0 with the correct version. This should be read together with the :ref:general release guide <prepare_release>.

Facility preparation

Before beginning to make a release, use the requirements/*_requirements.txt files to ensure that you have the needed software. Most software can be installed with pip, but some will require apt-get, dnf, or whatever your system uses for software. You will also need a GitHub personal access token (PAT) to push the documentation. There are a few ways to streamline things:

• Git can be set up to use a keyring to store your GitHub personal access token. Search online for the details.
• You can use the keyring app to store the PyPI password for twine. See the online twine documentation for details.

Prior to release

Add/drop Python versions

When adding or dropping Python versions, multiple config and CI files need to be edited in addition to changing the minimum version in pyproject.toml. Make these changes in an ordinary PR against main and backport if necessary. We currently release wheels for new Python versions after the first Python RC once manylinux and cibuildwheel support that new Python version.

Backport pull requests

Changes that have been marked for this release must be backported to the maintenance/2.4.x branch.

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

... (truncated)

Commits

• c81c49f Merge pull request #30757 from charris/prepare-2.4.2
• b3ae9c5 REL: Prepare for the NumPy 2.4.2 release
• 9de8984 Merge pull request #30737 from mattip/scipy-openblas-backport
• b7be329 backport scipy-openblas version change
• 7ff9863 Merge pull request #30736 from charris/backport-30667
• 431fffb MAINT: Skip tests that require buffer.
• 127235f BUG: fix thread safety of array_getbuffer (#30667)
• 18bdb2e Merge pull request #30713 from charris/backport-30710
• 41dd751 Merge pull request #30712 from charris/backport-30705
• 7a278da BUG: Fixup the quantile promotion fixup
• 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 3.11.5 to 3.11.7

Release notes

Sourced from orjson's releases.

3.11.7

Changed

• Use a faster library to serialize float. Users with byte-exact regression tests should note positive exponents are now written using a +, e.g., 1.2e+30 instead of 1.2e30. Both formats are spec-compliant.
• ABI compatibility with CPython 3.15 alpha 5 free-threading.

3.11.6

Changed

• orjson now includes code licensed under the Mozilla Public License 2.0 (MPL-2.0).
• Drop support for Python 3.9.
• ABI compatibility with CPython 3.15 alpha 5.
• Build now depends on Rust 1.89 or later instead of 1.85.

Fixed

• Fix sporadic crash serializing deeply nested list of dict.

Changelog

Sourced from orjson's changelog.

3.11.7 - 2026-02-02

Changed

• Use a faster library to serialize float. Users with byte-exact regression tests should note positive exponents are now written using a +, e.g., 1.2e+30 instead of 1.2e30. Both formats are spec-compliant.
• ABI compatibility with CPython 3.15 alpha 5 free-threading.

3.11.6 - 2026-01-29

Changed

• orjson now includes code licensed under the Mozilla Public License 2.0 (MPL-2.0).
• Drop support for Python 3.9.
• ABI compatibility with CPython 3.15 alpha 5.
• Build now depends on Rust 1.89 or later instead of 1.85.

Fixed

• Fix sporadic crash serializing deeply nested list of dict.

Commits

• ec2b066 3.11.7
• 1ca01f7 zmij
• 1716a22 cargo update
• ec02024 3.11.6
• d581687 build, clippy misc
• 4105b29 writer::num
• 62bb185 Fix sporadic crash on serializing object close
• d860078 PyRef idiom refactors
• 343ae2f Deserializer, Utf8Buffer
• 7835f58 PyBytesRef and other input refactor
• Additional commits viewable 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