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feat(python): add local cross-encoder reranker support - #445

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Hendrixx-RE wants to merge 27 commits into
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Hendrixx-RE:feature/cross-encoder-reranker
Open

feat(python): add local cross-encoder reranker support#445
Hendrixx-RE wants to merge 27 commits into
usemoss:mainfrom
Hendrixx-RE:feature/cross-encoder-reranker

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@Hendrixx-RE

@Hendrixx-RE Hendrixx-RE commented Jul 19, 2026

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Pull Request Checklist

Please ensure that your PR meets the following requirements:

  • I have read the CONTRIBUTING guide.
  • [] I have updated the documentation (if applicable).
  • My code follows the style guidelines of this project.
  • I have performed a self-review of my own code.
  • I have added tests that prove my fix is effective or that my feature works.
  • New and existing unit tests pass locally with my changes.

Description

I'm working on adding the cross-encoder option and have made the changes to the python sdk.
So far,Ive added a new QueryOptions class and removed the import from the precompiled rust core to add the flag and the top-k meathod.
This is still a work in progress as I have to:
-Update the JS sdk
-Update the elixir sdk
-Documentation
-Tests

Fixes #416

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

Review in cubic

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CLA assistant check
Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you all sign our Contributor License Agreement before we can accept your contribution.
13 out of 15 committers have signed the CLA.

✅ Adityacrypto-del
✅ Hendrixx-RE
✅ samanyugoyal2010
✅ HarshaNalluru
✅ ashvathsureshkumar
✅ rohanshrma222
✅ Trap101
✅ jissen706
✅ Syedowais312
✅ tri-sa-rah-tops
✅ thefounderluke
✅ Sravan1011
✅ msranjana
❌ dependabot[bot]
❌ DuyNguyenPhuong
You have signed the CLA already but the status is still pending? Let us recheck it.

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@Hendrixx-RE
Hendrixx-RE force-pushed the feature/cross-encoder-reranker branch from 7000b7d to 01dfb22 Compare July 20, 2026 06:47
@Hendrixx-RE

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@HarshaNalluru if this is indeed the intended output,then Ill implement it on the js sdk also and wrap it up with tests and documentation

@Hendrixx-RE
Hendrixx-RE force-pushed the feature/cross-encoder-reranker branch from 01dfb22 to 6f56b8a Compare July 20, 2026 20:45
@HarshaNalluru HarshaNalluru reopened this Jul 25, 2026
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github-actions Bot commented Jul 25, 2026

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Codex review

The PR has a definite import-time syntax regression in one cookbook example and a release workflow ordering issue that can publish/tag ten-moss before all supported Python versions pass.

HarshaNalluru and others added 17 commits July 28, 2026 22:09
## PR 1 of 2 — `ten-moss` session manager

Deep integration between **Moss** (sub-10ms on-device semantic search)
and the **[TEN
Framework](https://github.com/ten-framework/ten-framework)** (real-time
multimodal conversational AI). This first PR lands the reusable,
offline-testable core; the runnable, Moss-wired TEN voice-assistant
example follows in PR 2.

### What's in this PR

`packages/ten-moss/` — a **Moss session manager** for TEN, built on the
Moss [Sessions
API](https://docs.moss.dev/docs/reference/python/sessions):

- **`MossSessionManager`** — wraps a Moss session (`await
client.session(index_name=...)`, a local in-process index) and manages a
voice agent's session-scoped grounding. Its surface mirrors the Sessions
SDK:
  - `await open()` — open the session (create-or-resume)
- `await query_context(text) -> str` — injection-ready grounding for
this turn; `""` on blank/no-hit/error (never raises into the caller, so
the voice loop never stalls)
- `await add_docs(docs)` / `await get_docs()` / `await delete_docs(ids)`
— session document ops
- `await push_index()` — persist the session to the cloud for durability
/ cross-agent handoff
- `doc_count`; disabled via `enable_moss=false` (constructs no client,
all methods no-op)
- **`MossSessionConfig`** — pydantic model standardizing the `moss_*`
property names (`moss_project_id`, `moss_index_name`, `moss_model_id`,
`moss_top_k`, `moss_alpha`, `moss_context_header`, `enable_moss`) that
the TEN app in PR 2 consumes from `property.json`.
- **`examples/create_index.py`** — builds a demo index.
- Packaging + docs: `pyproject.toml` (uv), `README.md`, `CHANGELOG.md`,
`CONTRIBUTING.md`, `.env.example`, `LICENSE`; AGENTS.md entries.

The callable surface is deliberately session-oriented — a control
extension asks for grounding, it does not issue retrieval calls.

### How it will be used (preview of PR 2)

In the TEN control extension, on each final ASR transcript:

```python
ctx = await session.query_context(text)
await agent.queue_llm_input(f"{ctx}\n\n[Current User Question]\n{text}" if ctx else text)
```

This mirrors TEN Agent's own memory/RAG integrations
(`voice-assistant-with-memU`).

### Testing

- **15 offline unit tests** (`uv run pytest tests/`), mocking the Moss
client + session — no credentials, no network. Covers config defaults,
`start`/`context_for`/`remember`/`persist`/`doc_count`, context
formatting, and the degrade-to-`""` paths (blank input, no hits,
exception, timeout).
- `ruff check` + `ruff format --check` clean.

### Notes for reviewers

- Tests use the repo's mocked-client convention (as in
`examples/cookbook/langchain/test_integration.py`) — deterministic,
always CI-green.
- The root README **Integrations** table row is intentionally **deferred
to PR 2**, where it can point at the runnable `apps/ten-moss/` demo
instead of a helper-only package.

### The 2-PR plan

1. **`packages/ten-moss/`** (this PR) — reusable session-manager core +
tests.
2. **`apps/ten-moss/`** — a full runnable TEN voice assistant with
`MossSessionManager` wired into the control extension (vendored from
TEN's `voice-assistant` example + the Moss delta), a sample knowledge
corpus, and user-facing docs.
## Pull Request Checklist

- [x] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [ ] I have updated the documentation (if applicable). — N/A, one-line
tag fix
- [x] My code follows the style guidelines of this project.
- [x] I have performed a self-review of my own code.
- [ ] I have added tests that prove my fix is effective. — N/A, syntax
fix
- [x] New and existing unit tests pass locally with my changes.

## Description

The drop-zone `<label>` element in
`apps/moss-llamaindex/frontend/components/demo/upload-section.tsx` was
closed
with `</div>` instead of `</label>` (line 92), causing Turbopack to fail
on
`npm run build` with `Expected '</', got 'jsx text'`.

Changed the closing tag to `</label>`. Verified the file now parses
cleanly.

Fixes usemoss#440

## Type of Change

- [x] Bug fix (non-breaking change which fixes an issue)

<!-- This is an auto-generated description by cubic. -->
<a href="https://cubic.dev/pr/usemoss/moss/pull/443?utm_source=github"
target="_blank" rel="noopener noreferrer"
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## Pull Request Checklist

Please ensure that your PR meets the following requirements:

- [x] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [x] I have updated the documentation (if applicable).
- [x] My code follows the style guidelines of this project.
- [x] I have performed a self-review of my own code.
- [x] I have added tests that prove my fix is effective or that my
feature works.
- [x] New and existing unit tests pass locally with my changes.

## Description

Adds an n8n community node for Moss index and query operations
(`packages/n8n-nodes-moss`), so no-code workflows can create indexes,
upsert documents, and run semantic search via the Moss Control Plane
HTTP API.

Fixes usemoss#345

## Type of Change

- [ ] Bug fix (non-breaking change which fixes an issue)
- [x] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] This change requires a documentation update

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: cubic-dev-ai[bot] <191113872+cubic-dev-ai[bot]@users.noreply.github.com>
…#453)

Follow-up to usemoss#396: make `ten-moss` **releasable** to PyPI. Release
pipeline + package changes only — the usage/latency example is split
into usemoss#454.

## What
- **`.github/workflows/publish-ten-moss.yml`** — `workflow_dispatch`
release, mirrors `publish-pipecat-moss.yml`: reads version from
pyproject, builds, smoke-tests `import ten_moss`, publishes to PyPI
(`PYPI_API_TOKEN`), tags `ten-moss-v<version>`.
- **`MossSessionManager.last_time_taken_ms`** — exposes the
engine-measured retrieval time from `SearchResult.time_taken_ms` (set on
each `query_context`; `None` before first query / on error). Additive;
all 24 offline tests pass.
- Version **0.0.1 → 0.1.0**; CHANGELOG + README (API row).

## Release steps (after merge)
1. Merge this PR.
2. Run the **Publish ten-moss** workflow (`workflow_dispatch`).
3. Verify `pip install ten-moss==0.1.0` and `import ten_moss`.

Depends on `moss>=1.7.1` (1.7.2 published), `pydantic>=2`,
`loguru>=0.7`.

---
Example / latency breakdown: **usemoss#454** (stacked on this PR).
…ant app (usemoss#399)

## PR 2 of 2 — `apps/ten-moss/`: TEN voice assistant with Moss session
grounding

The runnable half of the Moss ↔ [TEN
Framework](https://github.com/ten-framework/ten-framework) integration.
A real-time voice agent that, on each final ASR transcript, asks a
**Moss session** for session-scoped grounding (~1–10ms, in-process) and
injects it into the LLM prompt before the model responds.

> **Depends on usemoss#396 — merge that first.** This branch's `main_python`
imports
> `ten_moss` (`MossSessionManager`), which ships in usemoss#396. On `main`
(both merged)
> the import resolves; in isolation this PR won't import `ten_moss`.

### The Moss delta (the part to review)

The `tenapp/` baseline is vendored verbatim from TEN's `voice-assistant`
example; the Moss integration is a small, localized delta in the
`main_python` control extension:

- **`config.py`** — `MainControlConfig(MossSessionConfig)` picks up the
`moss_*` properties.
- **`extension.py` `on_init`** — opens the session, best-effort:
  ```python
  if self.config.enable_moss and self.config.moss_index_name:
      self.moss = MossSessionManager.from_config(self.config)
      await self.moss.open()
  ```
- **`extension.py` `_on_asr_result`** (final turn) — grounds the turn
(guarded so a
  grounding failure can't drop the turn):
  ```python
  ctx = await self.moss.query_context(event.text)
llm_input = f"{ctx}\n\n[Current User Question]\n{event.text}" if ctx
else event.text
  await self.agent.queue_llm_input(llm_input)
  ```
- **`manifest.json`** declares the `moss_*` properties;
**`requirements.txt`** documents the `ten-moss` install (not a hard PyPI
pin, since it isn't published yet).
- **`tenapp/property.json`** sets `moss_*` on the `main_control` node
(env-substituted).

Plus a sample corpus (`data/knowledge.jsonl`) and `create_index.py` to
build the demo index.

### Graph

`agora_rtc → streamid_adapter → stt(deepgram) →
main_control(main_python) → llm(openai) → tts(elevenlabs) → agora_rtc`,
with `message_collector2` for transcripts. Identical to TEN's
`voice-assistant` graph minus the weather tool.

### Provenance / license

`tenapp/` (graph, `main_python`, agent runtime, scripts) is vendored
from ten-framework at commit
[`c385d27`](https://github.com/ten-framework/ten-framework/tree/c385d2724a1f3e6ac4ee0b81fcc7dada8346c0e0/ai_agents/agents/examples/voice-assistant)
under **Apache-2.0** (headers preserved). Only the Moss delta above —
plus two small correctness patches (`decorators.py` annotation,
defensive `session_id` parse) — is applied on top. The repo-level TEN
monorepo harness (Taskfile/Dockerfile/playground/server) is
intentionally **not** vendored; this example is designed to run inside a
TEN Framework checkout (it references shared `ten_packages` via
`../../../`). See the app README.

### Validation

Static checks all pass: JSON parse (4 files), JSONL corpus (10 docs),
`py_compile` (all 11 modules incl. the vendored runtime), import graph
resolves, `create_index.load_documents()` returns 10 docs.

**Not** run end-to-end in CI — it needs the TEN toolchain (tman/Docker)
plus Agora/Deepgram/OpenAI/ElevenLabs keys. Documented for manual runs
in the app README. The `ten-moss` logic itself is covered by the offline
unit tests in usemoss#396.

### Running (summary)

```bash
cp .env.example .env      # Moss + provider keys
python create_index.py    # build the demo index (from this dir; needs only the Moss SDK)
```
Then drop `tenapp/` into a TEN Framework checkout and run it with TEN's
own tooling
(after `uv pip install -e /path/to/moss/packages/ten-moss`). Full steps
in the app README.
…semoss#451)

Bumps the uv group with 6 updates in the /apps/agora-moss directory:

| Package | From | To |
| --- | --- | --- |
| [mcp](https://github.com/modelcontextprotocol/python-sdk) | `1.27.0` |
`1.28.1` |
| [cryptography](https://github.com/pyca/cryptography) | `46.0.7` |
`48.0.1` |
| [pydantic-settings](https://github.com/pydantic/pydantic-settings) |
`2.13.1` | `2.14.2` |
| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |
| [python-multipart](https://github.com/Kludex/python-multipart) |
`0.0.27` | `0.0.31` |
| [starlette](https://github.com/Kludex/starlette) | `1.0.1` | `1.3.1` |

Bumps the uv group with 7 updates in the
/apps/livekit-moss-vercel/livekit-voice-agent/livekit-moss-agent
directory:

| Package | From | To |
| --- | --- | --- |
| [mcp](https://github.com/modelcontextprotocol/python-sdk) | `1.23.0` |
`1.28.1` |
| [cryptography](https://github.com/pyca/cryptography) | `46.0.7` |
`48.0.1` |
| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |
| [python-multipart](https://github.com/Kludex/python-multipart) |
`0.0.27` | `0.0.31` |
| [starlette](https://github.com/Kludex/starlette) | `1.0.1` | `1.3.1` |
| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.14.0` | `3.14.1` |
| [pillow](https://github.com/python-pillow/Pillow) | `12.2.0` |
`12.3.0` |

Bumps the uv group with 7 updates in the
/apps/pipecat-moss/hume-ollama-local directory:

| Package | From | To |
| --- | --- | --- |
| [cryptography](https://github.com/pyca/cryptography) | `46.0.7` |
`48.0.1` |
| [pydantic-settings](https://github.com/pydantic/pydantic-settings) |
`2.13.1` | `2.14.2` |
| [python-multipart](https://github.com/Kludex/python-multipart) |
`0.0.27` | `0.0.31` |
| [starlette](https://github.com/Kludex/starlette) | `1.0.1` | `1.3.1` |
| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.14.0` | `3.14.1` |
| [pillow](https://github.com/python-pillow/Pillow) | `12.2.0` |
`12.3.0` |
| [nltk](https://github.com/nltk/nltk) | `3.9.4` | `3.10.0` |

Bumps the uv group with 7 updates in the /apps/pipecat-moss/ollama-local
directory:

| Package | From | To |
| --- | --- | --- |
| [cryptography](https://github.com/pyca/cryptography) | `46.0.7` |
`48.0.1` |
| [pydantic-settings](https://github.com/pydantic/pydantic-settings) |
`2.13.1` | `2.14.2` |
| [python-multipart](https://github.com/Kludex/python-multipart) |
`0.0.27` | `0.0.31` |
| [starlette](https://github.com/Kludex/starlette) | `1.0.1` | `1.3.1` |
| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.14.0` | `3.14.1` |
| [pillow](https://github.com/python-pillow/Pillow) | `12.2.0` |
`12.3.0` |
| [nltk](https://github.com/nltk/nltk) | `3.9.4` | `3.10.0` |

Bumps the uv group with 4 updates in the /examples/cookbook/daytona
directory:
[python-multipart](https://github.com/Kludex/python-multipart),
[aiohttp](https://github.com/aio-libs/aiohttp),
[langchain](https://github.com/langchain-ai/langchain) and
[langsmith](https://github.com/langchain-ai/langsmith-sdk).
Bumps the uv group with 2 updates in the
/examples/voice-agents/insurance-adjuster directory:
[pillow](https://github.com/python-pillow/Pillow) and
[json-repair](https://github.com/mangiucugna/json_repair).
Bumps the uv group with 3 updates in the
/examples/voice-agents/mortgage-lending directory:
[pyjwt](https://github.com/jpadilla/pyjwt),
[aiohttp](https://github.com/aio-libs/aiohttp) and
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 4 updates in the
/moss-live-labs/examples/advanced-voice-agent directory:
[cryptography](https://github.com/pyca/cryptography),
[pyjwt](https://github.com/jpadilla/pyjwt),
[aiohttp](https://github.com/aio-libs/aiohttp) and
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/moss-live-labs/examples/image-search/backend-py directory:
[starlette](https://github.com/Kludex/starlette).
Bumps the uv group with 3 updates in the
/moss-live-labs/examples/voice-agent directory:
[pyjwt](https://github.com/jpadilla/pyjwt),
[aiohttp](https://github.com/aio-libs/aiohttp) and
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 6 updates in the /packages/agora-moss directory:

| Package | From | To |
| --- | --- | --- |
| [mcp](https://github.com/modelcontextprotocol/python-sdk) | `1.27.0` |
`1.28.1` |
| [cryptography](https://github.com/pyca/cryptography) | `46.0.7` |
`48.0.1` |
| [pydantic-settings](https://github.com/pydantic/pydantic-settings) |
`2.13.1` | `2.14.2` |
| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |
| [python-multipart](https://github.com/Kludex/python-multipart) |
`0.0.27` | `0.0.31` |
| [starlette](https://github.com/Kludex/starlette) | `1.0.1` | `1.3.1` |

Bumps the uv group with 2 updates in the
/packages/moss-data-connector/moss-connector-supabase directory:
[cryptography](https://github.com/pyca/cryptography) and
[pyjwt](https://github.com/jpadilla/pyjwt).
Bumps the uv group with 7 updates in the /packages/pipecat-moss
directory:

| Package | From | To |
| --- | --- | --- |
| [cryptography](https://github.com/pyca/cryptography) | `46.0.7` |
`48.0.1` |
| [pydantic-settings](https://github.com/pydantic/pydantic-settings) |
`2.12.0` | `2.14.2` |
| [python-multipart](https://github.com/Kludex/python-multipart) |
`0.0.27` | `0.0.31` |
| [starlette](https://github.com/Kludex/starlette) | `1.0.1` | `1.3.1` |
| [aiohttp](https://github.com/aio-libs/aiohttp) | `3.14.0` | `3.14.1` |
| [pillow](https://github.com/python-pillow/Pillow) | `12.2.0` |
`12.3.0` |
| [nltk](https://github.com/nltk/nltk) | `3.9.4` | `3.10.0` |


Updates `mcp` from 1.27.0 to 1.28.1
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/modelcontextprotocol/python-sdk/releases">mcp's
releases</a>.</em></p>
<blockquote>
<h2>v1.28.0</h2>
<h2>Deprecations</h2>
<p>Two API surfaces now emit <code>DeprecationWarning</code> ahead of
their removal in v2. Nothing is removed in 1.x, and the warnings fire
only when the deprecated API is <em>called</em> - importing the modules
stays silent.</p>
<ul>
<li><strong>WebSocket transport</strong> -
<code>mcp.client.websocket.websocket_client</code> and
<code>mcp.server.websocket.websocket_server</code><code>modelcontextprotocol/typescript-sdk#1783</code></li>
<li><strong>Experimental tasks API</strong> -
<code>ClientSession.experimental</code>,
<code>Server.experimental</code>,
<code>ServerSession.experimental</code>, and the
<code>experimental_task_handlers=</code> kwarg on
<code>ClientSession</code>. Tasks (SEP-1686) were removed from the MCP
specification and are expected to return as a separate MCP
extension.</li>
</ul>
<p>If your test suite runs with <code>filterwarnings =
[&quot;error&quot;]</code> and exercises these paths, add a scoped
ignore such as <code>ignore:The experimental tasks API is
deprecated:DeprecationWarning</code> or <code>ignore:The WebSocket .*
transport is deprecated:DeprecationWarning</code>.</p>
<p>See <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/issues/2828">#2828</a>
for full details.</p>
<h2>What's Changed</h2>
<ul>
<li>[v1.x] Support Python 3.14 by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2769">modelcontextprotocol/python-sdk#2769</a></li>
<li>fix: omit null optional fields from task result payloads by <a
href="https://github.com/liuzemei"><code>@​liuzemei</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2809">modelcontextprotocol/python-sdk#2809</a></li>
<li>[v1.x] Deprecate the WebSocket transport and the experimental tasks
entry points by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2828">modelcontextprotocol/python-sdk#2828</a></li>
<li>[v1.x] Add a v2 status banner to the README by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2835">modelcontextprotocol/python-sdk#2835</a></li>
<li>[v1.x] Deflake the child process cleanup tests by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2839">modelcontextprotocol/python-sdk#2839</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/liuzemei"><code>@​liuzemei</code></a>
made their first contribution in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2809">modelcontextprotocol/python-sdk#2809</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/modelcontextprotocol/python-sdk/compare/v1.27.2...v1.28.0">https://github.com/modelcontextprotocol/python-sdk/compare/v1.27.2...v1.28.0</a></p>
<h2>v1.27.2</h2>
<h2>What's Changed</h2>
<ul>
<li>[v1.x] ci: deploy docs to py.sdk.modelcontextprotocol.io via Pages
artifact by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2635">modelcontextprotocol/python-sdk#2635</a></li>
<li>[v1.x] Add subject and claims to AccessToken by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2690">modelcontextprotocol/python-sdk#2690</a></li>
<li>[v1.x] Bind transport sessions to the authenticated principal by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2719">modelcontextprotocol/python-sdk#2719</a></li>
<li>[v1.x] Scope experimental tasks to the session that created them by
<a href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2720">modelcontextprotocol/python-sdk#2720</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/modelcontextprotocol/python-sdk/compare/v1.27.1...v1.27.2">https://github.com/modelcontextprotocol/python-sdk/compare/v1.27.1...v1.27.2</a></p>
<h2>v1.27.1</h2>
<h2>What's Changed</h2>
<ul>
<li>[v1.x] fix: catch PydanticUserError when generating output schema
(pydantic 2.13 compat) by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2435">modelcontextprotocol/python-sdk#2435</a></li>
<li>[v1.x] fix(auth): coerce empty-string optional URL fields to None in
OAuthClientMetadata by <a
href="https://github.com/felixweinberger"><code>@​felixweinberger</code></a>
in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2405">modelcontextprotocol/python-sdk#2405</a></li>
<li>[v1.x] build: restrict httpx to &lt;1.0.0 by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2559">modelcontextprotocol/python-sdk#2559</a></li>
<li>[v1.x] refactor: import SSEError from httpx_sse public API by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2561">modelcontextprotocol/python-sdk#2561</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/modelcontextprotocol/python-sdk/compare/v1.27.0...v1.27.1">https://github.com/modelcontextprotocol/python-sdk/compare/v1.27.0...v1.27.1</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/777b8d06710c140e3606b0d4598e2aa48546c266"><code>777b8d0</code></a>
[v1.x] Support TransportSecuritySettings in the WebSocket server
transport (#...</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/47204674fb26185c2cf45f065831f27b8e5d5c65"><code>4720467</code></a>
[v1.x] Set Development Status classifier to Production/Stable (<a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/issues/2976">#2976</a>)</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/6df3d734265eb49bf758a5e5eb420937337184e9"><code>6df3d73</code></a>
[v1.x] Buffer per-request StreamableHTTP streams; store priming event
before ...</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/32d32908feb7b15eddeb46872774bf95869cc5f0"><code>32d3290</code></a>
[v1.x] Pass a list to parametrize in test_docs_examples (pytest 9.1.0
compat)...</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/0dca751056dc87d04893d53af129fd00b56a18da"><code>0dca751</code></a>
[v1.x] Deflake the child process cleanup tests (<a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/issues/2839">#2839</a>)</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/52258a95645c66fccbe925289c3382712b9bc68a"><code>52258a9</code></a>
[v1.x] Add a v2 status banner to the README (<a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/issues/2835">#2835</a>)</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/b8f491724c45dbf89d6569364b58d6e8d25d7e42"><code>b8f4917</code></a>
[v1.x] Deprecate the WebSocket transport and the experimental tasks
entry poi...</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/2309e5ef974062748e0268c396eba73cfdb6f5e3"><code>2309e5e</code></a>
fix: omit null optional fields from task result payloads (<a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/issues/2809">#2809</a>)</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/494eb11d36b4238226cc0551da6015e1c73f7f3b"><code>494eb11</code></a>
[v1.x] Support Python 3.14 (<a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/issues/2769">#2769</a>)</li>
<li><a
href="https://github.com/modelcontextprotocol/python-sdk/commit/62137874ff26dd74d2fea80ff528a7fd9ca7a5e7"><code>6213787</code></a>
[v1.x] Scope experimental tasks to the session that created them (<a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/issues/2720">#2720</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/modelcontextprotocol/python-sdk/compare/v1.27.0...v1.28.1">compare
view</a></li>
</ul>
</details>
<br />

Updates `cryptography` from 46.0.7 to 48.0.1
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst">cryptography's
changelog</a>.</em></p>
<blockquote>
<p>48.0.1 - 2026-06-09</p>
<pre><code>
* Updated Windows, macOS, and Linux wheels to be compiled with OpenSSL
4.0.1.
<p>.. _v48-0-0:</p>
<p>48.0.0 - 2026-05-04<br />
</code></pre></p>
<ul>
<li>
<p><strong>BACKWARDS INCOMPATIBLE:</strong> Support for Python 3.8 has
been removed.
<code>cryptography</code> now requires Python 3.9 or later.</p>
</li>
<li>
<p><strong>BACKWARDS INCOMPATIBLE:</strong> Loading an X.509 CRL whose
inner
<code>TBSCertList.signature</code> algorithm does not match the outer
<code>signatureAlgorithm</code> now raises <code>ValueError</code>.
Previously, such CRLs
were parsed successfully and only rejected during signature
validation.</p>
</li>
<li>
<p>Added support for
:doc:<code>/hazmat/primitives/asymmetric/mlkem</code> and
:doc:<code>/hazmat/primitives/asymmetric/mldsa</code> when using OpenSSL
3.5.0 or
later, in addition to the existing AWS-LC and BoringSSL support. This
means
post-quantum algorithms are now available to users of our wheels.</p>
<ul>
<li><strong>Note:</strong> Going forward, we do not guarantee that all
functionality
in <code>cryptography</code> will be available when building against
OpenSSL. See :doc:<code>/statements/state-of-openssl</code> for more
information.</li>
</ul>
</li>
</ul>
<p>.. _v47-0-0:</p>
<p>47.0.0 - 2026-04-24</p>
<pre><code>
* Support for Python 3.8 is deprecated and will be removed in the next
  ``cryptography`` release.
* **BACKWARDS INCOMPATIBLE:** Support for binary elliptic curves
  (``SECT*`` classes) has been removed. These curves are rarely used and
  have additional security considerations that make them undesirable.
* **BACKWARDS INCOMPATIBLE:** Support for OpenSSL 1.1.x has been
removed.
OpenSSL 3.0.0 or later is now required. LibreSSL, BoringSSL, and AWS-LC
  continue to be supported.
* **BACKWARDS INCOMPATIBLE:** Dropped support for LibreSSL &lt; 4.1.
* **BACKWARDS INCOMPATIBLE:** Loading keys with unsupported algorithms
or
  keys with unsupported explicit curve encodings now raises
  :class:`~cryptography.exceptions.UnsupportedAlgorithm` instead of
  ``ValueError``. This change affects

:func:`~cryptography.hazmat.primitives.serialization.load_pem_private_key`,

:func:`~cryptography.hazmat.primitives.serialization.load_der_private_key`,

:func:`~cryptography.hazmat.primitives.serialization.load_pem_public_key`,

:func:`~cryptography.hazmat.primitives.serialization.load_der_public_key`,
  and :meth:`~cryptography.x509.Certificate.public_key` when called on
  certificates with unsupported public key algorithms.
&lt;/tr&gt;&lt;/table&gt; 
</code></pre>
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyca/cryptography/commit/de987ce48ccfeb1abca41efa23b2bf73ec704f74"><code>de987ce</code></a>
48.0.1 version bump and changelog (<a
href="https://redirect.github.com/pyca/cryptography/issues/14996">#14996</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/8e03e30e3aae01632a697e903e3593c924f0139d"><code>8e03e30</code></a>
bump for 48.0.0 release (<a
href="https://redirect.github.com/pyca/cryptography/issues/14796">#14796</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/295e0d254ef31ab864730aa41312ec355416ee71"><code>295e0d2</code></a>
Add AGENTS.md with CLAUDE.md symlink (<a
href="https://redirect.github.com/pyca/cryptography/issues/14794">#14794</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/104a2de19e268a433e6da92be9cb872dcf0003c8"><code>104a2de</code></a>
Bump BoringSSL, OpenSSL, AWS-LC in CI (<a
href="https://redirect.github.com/pyca/cryptography/issues/14793">#14793</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/67ec1e51988195e17993d2edef5258b27509b926"><code>67ec1e5</code></a>
call check_length early on AesSiv::encrypt (<a
href="https://redirect.github.com/pyca/cryptography/issues/14792">#14792</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/b2da57a0d9e4bfd2b95364299091a18f74127b26"><code>b2da57a</code></a>
changelog for mldsa/mlkem for openssl (<a
href="https://redirect.github.com/pyca/cryptography/issues/14791">#14791</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/3cf44adee25c368d4a136e072fa9f80465d91eb0"><code>3cf44ad</code></a>
ML-KEM OpenSSL support (<a
href="https://redirect.github.com/pyca/cryptography/issues/14781">#14781</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/2e31639666766f846fbab2c605879db0fa64fe83"><code>2e31639</code></a>
ML-DSA OpenSSL support (<a
href="https://redirect.github.com/pyca/cryptography/issues/14773">#14773</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/5affe5a286a986fdf512c4a5cb280d28a96c10e3"><code>5affe5a</code></a>
fix rust nightly clippy (<a
href="https://redirect.github.com/pyca/cryptography/issues/14790">#14790</a>)</li>
<li><a
href="https://github.com/pyca/cryptography/commit/2e73ca448eaf64b6f0d4ffbb794cf96170cef5ec"><code>2e73ca4</code></a>
bump rust-openssl dep and update EcPoint::mul_generator to
mul_generator2 (<a
href="https://redirect.github.com/pyca/cryptography/issues/1">#1</a>...</li>
<li>Additional commits viewable in <a
href="https://github.com/pyca/cryptography/compare/46.0.7...48.0.1">compare
view</a></li>
</ul>
</details>
<br />

Updates `pydantic-settings` from 2.13.1 to 2.14.2
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pydantic/pydantic-settings/releases">pydantic-settings's
releases</a>.</em></p>
<blockquote>
<h2>v2.14.2</h2>
<h2>What's Changed</h2>
<p>This is a security patch release.</p>
<ul>
<li>Prevent <code>NestedSecretsSettingsSource</code> from following
symlinks outside <code>secrets_dir</code> by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/889">pydantic/pydantic-settings#889</a></li>
<li>Prepare release 2.14.2 by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/890">pydantic/pydantic-settings#890</a></li>
</ul>
<h3>Security</h3>
<p>Fixes <a
href="https://github.com/pydantic/pydantic-settings/security/advisories/GHSA-4xgf-cpjx-pc3j">GHSA-4xgf-cpjx-pc3j</a>:
<code>NestedSecretsSettingsSource</code> with
<code>secrets_nested_subdir=True</code> could follow a symbolic link
inside <code>secrets_dir</code> pointing outside it, reading out-of-tree
files into settings values and bypassing the
<code>secrets_dir_max_size</code> cap. Affected versions: <code>&gt;=
2.12.0, &lt; 2.14.2</code>.</p>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/pydantic/pydantic-settings/compare/v2.14.1...v2.14.2">https://github.com/pydantic/pydantic-settings/compare/v2.14.1...v2.14.2</a></p>
<h2>v2.14.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Bump the python-packages group with 4 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/850">pydantic/pydantic-settings#850</a></li>
<li>Bump the python-packages group with 5 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/854">pydantic/pydantic-settings#854</a></li>
<li>Bump the github-actions group with 3 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/853">pydantic/pydantic-settings#853</a></li>
<li>Bump the python-packages group with 2 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/856">pydantic/pydantic-settings#856</a></li>
<li>Fix field named <code>cls</code> conflicting with classmethod
parameter by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/858">pydantic/pydantic-settings#858</a></li>
<li>Prepare release 2.14.1 by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/859">pydantic/pydantic-settings#859</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/pydantic/pydantic-settings/compare/v2.14.0...v2.14.1">https://github.com/pydantic/pydantic-settings/compare/v2.14.0...v2.14.1</a></p>
<h2>v2.14.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Fix parsing env vars into Optional Strict types by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/792">pydantic/pydantic-settings#792</a></li>
<li>Fix RecursionError with mutually recursive models in CLI by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/794">pydantic/pydantic-settings#794</a></li>
<li>Fix env_file from model_config ignored in CliApp.run() (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/795">#795</a>)
by <a href="https://github.com/hramezani"><code>@​hramezani</code></a>
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/796">pydantic/pydantic-settings#796</a></li>
<li>Update dependencies by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/798">pydantic/pydantic-settings#798</a></li>
<li>Add Dependabot configuration by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/801">pydantic/pydantic-settings#801</a></li>
<li>Bump samuelcolvin/check-python-version from 4.1 to 5 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/802">pydantic/pydantic-settings#802</a></li>
<li>Bump actions/upload-artifact from 4 to 7 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/803">pydantic/pydantic-settings#803</a></li>
<li>Bump actions/checkout from 4 to 6 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/804">pydantic/pydantic-settings#804</a></li>
<li>Bump astral-sh/setup-uv from 5 to 7 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/805">pydantic/pydantic-settings#805</a></li>
<li>Bump actions/setup-python from 5 to 6 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/806">pydantic/pydantic-settings#806</a></li>
<li>Ignore chardet and group GitHub Actions in Dependabot by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/808">pydantic/pydantic-settings#808</a></li>
<li>Bump actions/download-artifact from 4 to 8 in the github-actions
group by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/809">pydantic/pydantic-settings#809</a></li>
<li>Bump the python-packages group with 2 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/810">pydantic/pydantic-settings#810</a></li>
<li>Support reading .env files from FIFOs (e.g. 1Password Environments)
by <a href="https://github.com/JacobHayes"><code>@​JacobHayes</code></a>
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/776">pydantic/pydantic-settings#776</a></li>
<li>Fix AliasChoices ignored when changing provider priority by <a
href="https://github.com/hramezani"><code>@​hramezani</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/813">pydantic/pydantic-settings#813</a></li>
<li>fix: resolve KeyError in run_subcommand for underscore field names
by <a
href="https://github.com/bradykieffer"><code>@​bradykieffer</code></a>
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/799">pydantic/pydantic-settings#799</a></li>
<li>Bump the python-packages group with 3 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/814">pydantic/pydantic-settings#814</a></li>
<li>Fix <code>Literal[numeric Enum]</code> coercion for CLI and env vars
by <a href="https://github.com/m9810223"><code>@​m9810223</code></a> in
<a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/811">pydantic/pydantic-settings#811</a></li>
<li>Fix nested discriminated unions not discovered by env/CLI providers
by <a href="https://github.com/hramezani"><code>@​hramezani</code></a>
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/816">pydantic/pydantic-settings#816</a></li>
<li>Bump the python-packages group with 3 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/820">pydantic/pydantic-settings#820</a></li>
<li>CLI ensure env nested max split internally. by <a
href="https://github.com/kschwab"><code>@​kschwab</code></a> in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/821">pydantic/pydantic-settings#821</a></li>
<li>Bump the python-packages group with 4 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/pydantic/pydantic-settings/pull/824">pydantic/pydantic-settings#824</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/d703bd717e5e07439fa89da2245eee6139413e9e"><code>d703bd7</code></a>
Prepare release 2.14.2 (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/890">#890</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/e95c30bec8cfaee88ee275138c064aea97a25bdf"><code>e95c30b</code></a>
Prepare release 2.14.1 (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/859">#859</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/0c8734581b6cf70a995afad603ac456631d00621"><code>0c87345</code></a>
Fix field named <code>cls</code> conflicting with classmethod parameter
(<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/858">#858</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/7bd0072795a800065b42210b6dca90fc9b83daf7"><code>7bd0072</code></a>
Bump the python-packages group with 2 updates (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/856">#856</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/b03e573d017ed48e1c2774a5e0b715db9766c76b"><code>b03e573</code></a>
Bump the github-actions group with 3 updates (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/853">#853</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/eaa3b434938411ec8a3717ea646614561e713f51"><code>eaa3b43</code></a>
Bump the python-packages group with 5 updates (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/854">#854</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/9f95615c24c6813c1d7d203576581a79cb6d9e8e"><code>9f95615</code></a>
Bump the python-packages group with 4 updates (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/850">#850</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/8916beeecc6d0510e3d0532a0ed839937400ddc3"><code>8916bee</code></a>
Prepare release 2.14.0 (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/848">#848</a>)</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/39e551c0910c85505b608ff85a103b2c9f7396c5"><code>39e551c</code></a>
Fix CLI descriptions lost under <code>python -OO</code> by falling back
to `json_schema_...</li>
<li><a
href="https://github.com/pydantic/pydantic-settings/commit/9ed7f48ea2c90f436a03b01f721fe6656c869b14"><code>9ed7f48</code></a>
Bump the python-packages group with 4 updates (<a
href="https://redirect.github.com/pydantic/pydantic-settings/issues/847">#847</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pydantic/pydantic-settings/compare/v2.13.1...v2.14.2">compare
view</a></li>
</ul>
</details>
<br />

Updates `pyjwt` from 2.12.1 to 2.13.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/jpadilla/pyjwt/releases">pyjwt's
releases</a>.</em></p>
<blockquote>
<h2>2.13.0</h2>
<h1>PyJWT 2.13.0 — Security Release</h1>
<p>This release bundles five security fixes plus three additional
hardening / spec-compliance changes. We recommend all users upgrade.</p>
<h2>Security</h2>
<ul>
<li>
<p><strong><a
href="https://github.com/jpadilla/pyjwt/security/advisories/GHSA-xgmm-8j9v-c9wx"><code>GHSA-xgmm-8j9v-c9wx</code></a>
— JWK JSON accepted as HMAC secret (algorithm confusion).</strong>
<code>HMACAlgorithm.prepare_key</code> previously rejected PEM- and
SSH-formatted asymmetric keys but did not catch a JWK passed as a raw
JSON string. In a verifier configured with both symmetric and asymmetric
algorithms in <code>algorithms=[…]</code> and a raw-JSON JWK as the key,
an attacker could forge HS256 tokens using the JWK text as the HMAC
secret. The guard has been extended to reject any JWK-shaped JSON.
<em>Reported by <a
href="https://github.com/aradona91"><code>@​aradona91</code></a>.</em></p>
</li>
<li>
<p><strong><a
href="https://github.com/jpadilla/pyjwt/security/advisories/GHSA-jq35-7prp-9v3f"><code>GHSA-jq35-7prp-9v3f</code></a>
— Algorithm allow-list bypass with <code>PyJWK</code> /
<code>PyJWKClient</code>.</strong> When verifying with a
<code>PyJWK</code>, the caller's <code>algorithms=[…]</code> allow-list
was checked against the token header <code>alg</code> as a string only;
actual verification used the algorithm bound to the <code>PyJWK</code>.
An attacker who controlled a registered JWKS key could sign with one
algorithm and advertise another on the header. PyJWT now requires the
token header <code>alg</code> to match the <code>PyJWK</code>'s
algorithm before verification. <em>Reported by <a
href="https://github.com/sushi-gif"><code>@​sushi-gif</code></a>.</em></p>
</li>
<li>
<p><strong><a
href="https://github.com/jpadilla/pyjwt/security/advisories/GHSA-w7vc-732c-9m39"><code>GHSA-w7vc-732c-9m39</code></a>
— DoS via base64 decode of unused payload segment when
<code>b64=false</code>.</strong> For detached-payload JWS
(<code>b64=false</code>), the compact-form payload segment was
base64-decoded before being discarded in favor of the caller-supplied
<code>detached_payload</code>. An attacker could inflate the unused
segment to force CPU + memory cost without holding a valid signature.
The segment is now required to be empty per RFC 7515 Appendix F, and is
no longer decoded. <em>Reported by <a
href="https://github.com/thesmartshadow"><code>@​thesmartshadow</code></a>.</em></p>
</li>
<li>
<p><strong><a
href="https://github.com/jpadilla/pyjwt/security/advisories/GHSA-993g-76c3-p5m4"><code>GHSA-993g-76c3-p5m4</code></a>
— <code>PyJWKClient</code> accepts non-HTTP(S) URIs.</strong>
<code>PyJWKClient.fetch_data</code> passed its URI to
<code>urllib.request.urlopen</code>, which by default also handles
<code>file://</code>, <code>ftp://</code>, and <code>data:</code>
schemes. An application that fed an attacker-influenced URI into
<code>PyJWKClient</code> could be coerced into reading local files or
reaching other unintended schemes. <code>PyJWKClient</code> now rejects
any URI whose scheme isn't <code>http</code> or <code>https</code>.
<em>Reported by <a
href="https://github.com/KEIJOT"><code>@​KEIJOT</code></a>.</em></p>
</li>
<li>
<p><strong><a
href="https://github.com/jpadilla/pyjwt/security/advisories/GHSA-fhv5-28vv-h8m8"><code>GHSA-fhv5-28vv-h8m8</code></a>
— <code>PyJWKClient</code> cache wiped on fetch error.</strong> A
<code>finally</code>-block <code>put(jwk_set=None)</code> cleared the
JWK Set cache whenever a fetch raised, turning a transient JWKS-endpoint
outage into application-wide auth failure. The cache write was moved
into the success path; transient errors no longer evict valid cached
keys. <em>Reported by <a
href="https://github.com/eddieran"><code>@​eddieran</code></a>.</em></p>
</li>
</ul>
<h2>Fixed</h2>
<ul>
<li>Reject empty HMAC keys outright in
<code>HMACAlgorithm.prepare_key</code> with <code>InvalidKeyError</code>
instead of accepting them with only a warning. Defends against the
<code>os.getenv(&quot;JWT_SECRET&quot;, &quot;&quot;)</code> footgun.
<em>Thanks to <a
href="https://github.com/SnailSploit"><code>@​SnailSploit</code></a> and
<a href="https://github.com/spartan8806"><code>@​spartan8806</code></a>
for the reports.</em></li>
<li>Forward per-call <code>options</code> (including
<code>enforce_minimum_key_length</code>) from <code>PyJWT.decode</code>
through to <code>PyJWS._verify_signature</code>. The option was
previously silently dropped between the two layers, so it only took
effect when set on the <code>PyJWT</code> instance. <em>Thanks to <a
href="https://github.com/WLUB"><code>@​WLUB</code></a> for the
report.</em></li>
<li><strong>RFC 7797 §3 compliance for <code>b64=false</code>:</strong>
the encoder now auto-adds <code>&quot;b64&quot;</code> to
<code>crit</code>, and the decoder rejects tokens that set
<code>b64=false</code> without listing it in <code>crit</code>.
<em>Thanks to <a
href="https://github.com/MachineLearning-Nerd"><code>@​MachineLearning-Nerd</code></a>
for the report.</em></li>
</ul>
<h2>Changed</h2>
<ul>
<li>Migrate the <code>dev</code>, <code>docs</code>, and
<code>tests</code> package extras to dependency groups, by <a
href="https://github.com/kurtmckee"><code>@​kurtmckee</code></a> in <a
href="https://redirect.github.com/jpadilla/pyjwt/pull/1152">#1152</a>.</li>
</ul>
<h2>Upgrade notes</h2>
<p>Most fixes are invisible to correctly-configured callers. A few
behavioral changes you may encounter:</p>
<ul>
<li><strong>Empty HMAC keys now raise.</strong> If your app passed
<code>&quot;&quot;</code> or <code>b&quot;&quot;</code> as a secret
(often via a missing env var, e.g.
<code>os.getenv(&quot;JWT_SECRET&quot;, &quot;&quot;)</code>),
<code>encode</code>/<code>decode</code> will now raise
<code>InvalidKeyError</code>. This is the intended behavior — fix the
configuration.</li>
<li><strong><code>PyJWK</code> decoding now requires the token's
<code>alg</code> to match the JWK's algorithm.</strong> Previously a
mismatch was silently honored if the header <code>alg</code> appeared in
the allow-list. Tokens that relied on this mismatch will now fail with
<code>InvalidAlgorithmError</code>.</li>
<li><strong><code>PyJWKClient</code> now rejects non-HTTP(S) URIs at
construction time.</strong> Tests or dev environments that fetched JWKS
from <code>file://</code> URIs need to switch to a local HTTP server or
load the JWKS by other means (e.g. construct
<code>PyJWKSet.from_dict(...)</code> directly).</li>
<li><strong><code>b64=false</code> tokens are now strictly RFC 7515 /
7797 compliant.</strong> Tokens with a non-empty compact-form payload
segment, or that omit <code>&quot;b64&quot;</code> from
<code>crit</code>, will be rejected. PyJWT-produced tokens always
satisfy both invariants, so round-trips through PyJWT are
unaffected.</li>
<li><strong><code>enforce_minimum_key_length</code> set per-call now
takes effect.</strong> Callers who passed
<code>options={&quot;enforce_minimum_key_length&quot;: True}</code> to
<code>jwt.decode()</code> previously got no enforcement; they will now
get <code>InvalidKeyError</code> on undersized keys, as documented.</li>
</ul>
<p><strong>Full changelog:</strong> <a
href="https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0">https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst">pyjwt's
changelog</a>.</em></p>
<blockquote>
<h2><code>v2.13.0
&lt;https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0&gt;</code>__</h2>
<p>Security</p>
<pre><code>
- Reject JWK JSON documents passed as raw HMAC secrets in
  ``HMACAlgorithm.prepare_key`` to close an algorithm-confusion gap that
  the existing PEM/SSH guard did not cover. Reported by @aradona91 in
`GHSA-xgmm-8j9v-c9wx
&lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-xgmm-8j9v-c9wx&gt;`__.
- Bind the JWT header ``alg`` to ``PyJWK.algorithm_name`` during
  verification so the caller's ``algorithms=[...]`` allow-list cannot be
bypassed when decoding with a ``PyJWK`` / ``PyJWKClient`` key. Reported
by @sushi-gif in `GHSA-jq35-7prp-9v3f
&lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-jq35-7prp-9v3f&gt;`__.
- Reject non-``http(s)`` URI schemes in ``PyJWKClient`` so attacker-
influenced URIs cannot read local files or reach unintended schemes via
urllib's default ``file://`` / ``ftp://`` / ``data:`` handlers. Reported
by @KEIJOT in `GHSA-993g-76c3-p5m4
&lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-993g-76c3-p5m4&gt;`__.
- Preserve the cached JWK Set on fetch errors in
``PyJWKClient.fetch_data``.
  The previous ``finally``-block ``put(None)`` pattern cleared the cache
on any transient outage, turning one bad JWKS request into application-
wide auth failure. Reported by @eddieran in `GHSA-fhv5-28vv-h8m8
&lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-fhv5-28vv-h8m8&gt;`__.
- Skip the unconditional base64 decode of the compact-form payload
segment
  when ``b64=false`` is set in the protected header, and require that
  segment to be empty (RFC 7515 Appendix F detached form). Closes an
  unauthenticated DoS amplifier. Reported by @thesmartshadow in
`GHSA-w7vc-732c-9m39
&lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-w7vc-732c-9m39&gt;`__.
<p>Fixed</p>
<pre><code>
- Reject empty HMAC keys outright in ``HMACAlgorithm.prepare_key`` with
  ``InvalidKeyError`` instead of accepting them with only a warning.
  Thanks to @SnailSploit and @spartan8806 for independently flagging the
  footgun.
- Forward per-call ``options`` (including
``enforce_minimum_key_length``)
  from ``PyJWT.decode`` through to ``PyJWS._verify_signature`` so the
option actually takes effect when set at the call site rather than only
  on the ``PyJWT`` instance. Thanks to @WLUB for the report.
- RFC 7797 §3 compliance for ``b64=false``: the encoder now auto-adds
``&amp;quot;b64&amp;quot;`` to the ``crit`` header parameter, and the
decoder rejects
tokens that set ``b64=false`` without listing it in ``crit``. Thanks to
  @MachineLearning-Nerd for the report.

Changed
</code></pre>
<ul>
<li>Migrate the <code>dev</code>, <code>docs</code>, and
<code>tests</code> package extras to dependency groups by <a
href="https://github.com/kurtmckee"><code>@​kurtmckee</code></a> in
<code>[#1152](https://github.com/jpadilla/pyjwt/issues/1152)
&amp;lt;https://github.com/jpadilla/pyjwt/pull/1152&amp;gt;</code>__
</code></pre></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/7144e4534c34810f4525dc4578a32addd8212cff"><code>7144e45</code></a>
Apply ruff format</li>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/d2f4bec4963897c0ef96ef64a875894f2c8542ab"><code>d2f4bec</code></a>
Restore <code>cast()</code> calls with cross-version <code>type:
ignore</code> for <code>prepare_key</code></li>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/22f478cebddd8294259c30f037ecb92b0b348774"><code>22f478c</code></a>
Remove redundant casts in <code>RSAAlgorithm.prepare_key</code> and
`ECAlgorithm.prepare...</li>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/95791b1759b8aa4f2203575d344d5c78564cdc81"><code>95791b1</code></a>
Bundle security fixes and hardening into 2.13.0</li>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/dcc27a9d3182a2349c30b160758785c6ce7a6508"><code>dcc27a9</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/jpadilla/pyjwt/issues/1155">#1155</a>)</li>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/9d08a9a1896845ed8eaf88e6f6ac61e5800c3e7a"><code>9d08a9a</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/jpadilla/pyjwt/issues/1146">#1146</a>)</li>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/b87c10014d4109f0214fea188d00faaaf8a80e64"><code>b87c100</code></a>
Bump codecov/codecov-action from 5 to 6 (<a
href="https://redirect.github.com/jpadilla/pyjwt/issues/1154">#1154</a>)</li>
<li><a
href="https://github.com/jpadilla/pyjwt/commit/40e3147eb5f790d8d041772e5fc00728a176c812"><code>40e3147</code></a>
Migrate development extras to dependency groups (<a
href="https://redirect.github.com/jpadilla/pyjwt/issues/1152">#1152</a>)</li>
<li>See full diff in <a
href="https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `python-multipart` from 0.0.27 to 0.0.31
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Kludex/python-multipart/releases">python-multipart's
releases</a>.</em></p>
<blockquote>
<h2>Version 0.0.31</h2>
<h2>What's Changed</h2>
<ul>
<li>Speed up multipart header parsing and callback dispatch by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/295">Kludex/python-multipart#295</a></li>
<li>Bound header field name size before validating by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/296">Kludex/python-multipart#296</a></li>
<li>Validate Content-Length is non-negative in parse_form by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/297">Kludex/python-multipart#297</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/python-multipart/compare/0.0.30...0.0.31">https://github.com/Kludex/python-multipart/compare/0.0.30...0.0.31</a></p>
<h2>Version 0.0.30</h2>
<h2>What's Changed</h2>
<ul>
<li>Treat only <code>&amp;</code> as the urlencoded field separator by
<a href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/290">Kludex/python-multipart#290</a></li>
<li>Ignore RFC 2231 extended parameters in
<code>parse_options_header</code> by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/291">Kludex/python-multipart#291</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/python-multipart/compare/0.0.29...0.0.30">https://github.com/Kludex/python-multipart/compare/0.0.29...0.0.30</a></p>
<h2>Version 0.0.29</h2>
<h2>What's Changed</h2>
<ul>
<li>Handle malformed RFC 2231 continuations in
<code>parse_options_header</code> by <a
href="https://github.com/manunio"><code>@​manunio</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/270">Kludex/python-multipart#270</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/python-multipart/compare/0.0.28...0.0.29">https://github.com/Kludex/python-multipart/compare/0.0.28...0.0.29</a></p>
<h2>Version 0.0.28</h2>
<h2>What's Changed</h2>
<ul>
<li>Speed up partial-boundary tail scan via <code>bytes.find</code> by
<a href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/281">Kludex/python-multipart#281</a></li>
<li>Cap multipart boundary length at 256 bytes by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/python-multipart/pull/282">Kludex/python-multipart#282</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/python-multipart/compare/0.0.27...0.0.28">https://github.com/Kludex/python-multipart/compare/0.0.27...0.0.28</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md">python-multipart's
changelog</a>.</em></p>
<blockquote>
<h2>0.0.31 (2026-06-04)</h2>
<ul>
<li>Speed up multipart header parsing and callback dispatch <a
href="https://redirect.github.com/Kludex/python-multipart/pull/295">#295</a>.</li>
<li>Bound header field name size before validating <a
href="https://redirect.github.com/Kludex/python-multipart/pull/296">#296</a>.</li>
<li>Validate <code>Content-Length</code> is non-negative in
<code>parse_form</code> <a
href="https://redirect.github.com/Kludex/python-multipart/pull/297">#297</a>.</li>
</ul>
<h2>0.0.30 (2026-05-31)</h2>
<ul>
<li>Parse <code>application/x-www-form-urlencoded</code> bodies per the
WHATWG URL standard, treating only <code>&amp;</code> as a field
separator <a
href="https://redirect.github.com/Kludex/python-multipart/pull/290">#290</a>.</li>
<li>Ignore RFC 2231/5987 extended parameters (<code>name*</code>,
<code>filename*</code>) in <code>parse_options_header</code>, keeping
the plain parameter authoritative per <a
href="https://datatracker.ietf.org/doc/html/rfc7578#section-4.2">RFC
7578 §4.2</a> <a
href="https://redirect.github.com/Kludex/python-multipart/pull/291">#291</a>.</li>
</ul>
<h2>0.0.29 (2026-05-17)</h2>
<ul>
<li>Handle malformed RFC 2231 continuations in
<code>parse_options_header</code> <a
href="https://redirect.github.com/Kludex/python-multipart/pull/270">#270</a>.</li>
</ul>
<h2>0.0.28 (2026-05-10)</h2>
<ul>
<li>Speed up partial-boundary tail scan via <code>bytes.find</code> <a
href="https://redirect.github.com/Kludex/python-multipart/pull/281">#281</a>.</li>
<li>Cap multipart boundary length at 256 bytes <a
href="https://redirect.github.com/Kludex/python-multipart/pull/282">#282</a>.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/Kludex/python-multipart/commit/4cffc68a165f7a6f6b7756ce006fabf07a05b7a4"><code>4cffc68</code></a>
Version 0.0.31 (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/298">#298</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/c814948acf509cef7881fa75c969969b19239bbf"><code>c814948</code></a>
Reject negative <code>Content-Length</code> in <code>parse_form</code>
(<a
href="https://redirect.github.com/Kludex/python-multipart/issues/297">#297</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/6b837d47bc68826ed5cbbcb50c6c6a6093444494"><code>6b837d4</code></a>
Bound header field name size before validating (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/296">#296</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/e0c4f9df2e737d1663fbbdd6563f80613a2089f9"><code>e0c4f9d</code></a>
Bump the github-actions group with 3 updates (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/294">#294</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/b8a01bb683e8e8675fdb5d831b206a478c8215aa"><code>b8a01bb</code></a>
Bump the python-packages group with 3 updates (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/293">#293</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/6732164f30c58e28589a1e22213d2f6b8c6bad9f"><code>6732164</code></a>
Speed up multipart header parsing and callback dispatch (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/295">#295</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/9d3ead568a259f222cff6425262ff63e88d930d4"><code>9d3ead5</code></a>
Version 0.0.30 (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/292">#292</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/3506c15ce99cb62faf2d5ceb3c4c1e5800cb843d"><code>3506c15</code></a>
Ignore RFC 2231 extended parameters in <code>parse_options_header</code>
(<a
href="https://redirect.github.com/Kludex/python-multipart/issues/291">#291</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/d69df35cd2cad9c72794c2c340db646afae957d8"><code>d69df35</code></a>
Treat only <code>&amp;</code> as the urlencoded field separator (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/290">#290</a>)</li>
<li><a
href="https://github.com/Kludex/python-multipart/commit/1e6ff9740b09fb439755f30e2b0e2ada1d297325"><code>1e6ff97</code></a>
Bump idna from 3.11 to 3.15 (<a
href="https://redirect.github.com/Kludex/python-multipart/issues/289">#289</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/Kludex/python-multipart/compare/0.0.27...0.0.31">compare
view</a></li>
</ul>
</details>
<br />

Updates `starlette` from 1.0.1 to 1.3.1
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Kludex/starlette/releases">starlette's
releases</a>.</em></p>
<blockquote>
<h2>Version 1.3.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Use <code>StarletteDeprecationWarning</code> instead of
<code>DeprecationWarning</code> by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3119">Kludex/starlette#3119</a></li>
<li>Enforce <code>max_fields</code> and <code>max_part_size</code> in
<code>FormParser</code> by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3329">Kludex/starlette#3329</a></li>
<li>Enforce <code>FormParser</code> limits in parser callbacks by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3331">Kludex/starlette#3331</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/starlette/compare/1.3.0...1.3.1">https://github.com/Kludex/starlette/compare/1.3.0...1.3.1</a></p>
<h2>Version 1.3.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Clamp oversized suffix ranges in <code>FileResponse</code> by <a
href="https://github.com/jiyujie2006"><code>@​jiyujie2006</code></a> in
<a
href="https://redirect.github.com/Kludex/starlette/pull/3307">Kludex/starlette#3307</a></li>
<li>Catch <code>OSError</code> alongside <code>MultiPartException</code>
when closing temp files by <a
href="https://github.com/N3XT3R1337"><code>@​N3XT3R1337</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3191">Kludex/starlette#3191</a></li>
<li>Add <code>httpx2</code> to the <code>full</code> extra by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3323">Kludex/starlette#3323</a></li>
<li>Adjust testclient typing and warnings by <a
href="https://github.com/waketzheng"><code>@​waketzheng</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3322">Kludex/starlette#3322</a></li>
<li>Fix IndexError in URL.replace() on a URL with no authority by <a
href="https://github.com/LeSingh1"><code>@​LeSingh1</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3317">Kludex/starlette#3317</a></li>
<li>Annotate URLPath protocol parameter with Literal by <a
href="https://github.com/Chang-LeHung"><code>@​Chang-LeHung</code></a>
in <a
href="https://redirect.github.com/Kludex/starlette/pull/3285">Kludex/starlette#3285</a></li>
<li>avoid collapsing exception groups from user code by <a
href="https://github.com/graingert"><code>@​graingert</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/2830">Kludex/starlette#2830</a></li>
<li>Use <code>removeprefix</code> to strip weak ETag indicator in
<code>is_not_modified</code> by <a
href="https://github.com/gnosyslambda"><code>@​gnosyslambda</code></a>
in <a
href="https://redirect.github.com/Kludex/starlette/pull/3193">Kludex/starlette#3193</a></li>
<li>Build <code>request.url</code> from structured components by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3326">Kludex/starlette#3326</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/jiyujie2006"><code>@​jiyujie2006</code></a>
made their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3307">Kludex/starlette#3307</a></li>
<li><a
href="https://github.com/N3XT3R1337"><code>@​N3XT3R1337</code></a> made
their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3191">Kludex/starlette#3191</a></li>
<li><a
href="https://github.com/leestana01"><code>@​leestana01</code></a> made
their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3319">Kludex/starlette#3319</a></li>
<li><a href="https://github.com/LeSingh1"><code>@​LeSingh1</code></a>
made their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3317">Kludex/starlette#3317</a></li>
<li><a
href="https://github.com/EmmanuelNiyonshuti"><code>@​EmmanuelNiyonshuti</code></a>
made their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3204">Kludex/starlette#3204</a></li>
<li><a
href="https://github.com/Chang-LeHung"><code>@​Chang-LeHung</code></a>
made their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3285">Kludex/starlette#3285</a></li>
<li><a
href="https://github.com/gnosyslambda"><code>@​gnosyslambda</code></a>
made their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3193">Kludex/starlette#3193</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/starlette/compare/1.2.1...1.3.0">https://github.com/Kludex/starlette/compare/1.2.1...1.3.0</a></p>
<h2>Version 1.2.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Use <code>httpx2</code> for type checking in the
<code>testclient</code> module by <a
href="https://github.com/leifwar"><code>@​leifwar</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3304">Kludex/starlette#3304</a></li>
<li>Add assert error for requires() when request param is not Request
type by <a
href="https://github.com/KeeganOP"><code>@​KeeganOP</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3298">Kludex/starlette#3298</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/leifwar"><code>@​leifwar</code></a> made
their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3304">Kludex/starlette#3304</a></li>
<li><a href="https://github.com/diskeu"><code>@​diskeu</code></a> made
their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3243">Kludex/starlette#3243</a></li>
<li><a href="https://github.com/KeeganOP"><code>@​KeeganOP</code></a>
made their first contribution in <a
href="https://redirect.github.com/Kludex/starlette/pull/3298">Kludex/starlette#3298</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/starlette/compare/1.2.0...1.2.1">https://github.com/Kludex/starlette/compare/1.2.0...1.2.1</a></p>
<h2>Version 1.2.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Support httpx2 in the test client by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/Kludex/starlette/pull/3291">Kludex/starlette#3291</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/Kludex/starlette/compare/1.1.0...1.2.0">https://github.com/Kludex/starlette/compare/1.1.0...1.2.0</a></p>
<h2>Version 1.1.0</h2>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/Kludex/starlette/blob/main/docs/release-notes.md">starlette's
changelog</a>.</em></p>
<blockquote>
<h2>1.3.1 (June 12, 2026)</h2>
<h4>Fixed</h4>
<ul>
<li>Enforce <code>max_fields</code> and <code>max_part_size</code> in
<code>FormParser</code> <a
href="https://redirect.github.com/encode/starlette/pull/3329">#3329</a>.</li>
<li>Enforce <code>FormParser</code> limits in parser callbacks <a
href="https://redirect.github.com/encode/starlette/pull/3331">#3331</a>.</li>
</ul>
<h2>1.3.0 (June 11, 2026)</h2>
<h4>Added</h4>
<ul>
<li>Add <code>httpx2</code> to the <code>full</code> extra <a
href="https://redirect.github.com/encode/starlette/pull/3323">#3323</a>.</li>
<li>Annotate the <code>URLPath</code> <code>protocol</code> parameter
with <code>Literal</code> <a
href="https://redirect.github.com/encode/starlette/pull/3285">#3285</a>.</li>
</ul>
<h4>Fixed</h4>
<ul>
<li>Build <code>request.url</code> from structured components <a
href="https://redirect.github.com/encode/starlette/pull/3326">#3326</a>.</li>
<li>Clamp oversized suffix ranges in <code>FileResponse</code> <a
href="https://redirect.github.com/encode/starlette/pull/3307">#3307</a>.</li>
<li>Catch <code>OSError</code> alongside <code>MultiPartException</code>
when closing temp files <a
href="https://redirect.github.com/encode/starlette/pull/3191">#3191</a>.</li>
<li>Avoid collapsing exception groups raised from user code <a
href="https://redirect.github.com/encode/starlette/pull/2830">#2830</a>.</li>
<li>Use <code>removeprefix</code> to strip the weak <code>ETag</code>
indicator in <code>is_not_modified</code> <a
href="https://redirect.github.com/encode/starlette/pull/3193">#3193</a>.</li>
<li>Fix <code>IndexError</code> in <code>URL.replace()</code> on a URL
with no authority <a
href="https://redirect.github.com/encode/starlette/pull/3317">#3317</a>.</li>
<li>Adjust <code>testclient</code> typing and warnings <a
href="https://redirect.github.com/encode/starlette/pull/3322">#3322</a>.</li>
</ul>
<h2>1.2.1 (May 31, 2026)</h2>
<h4>Fixed</h4>
<ul>
<li>Use <code>httpx2</code> for type checking in the
<code>testclient</code> module <a
href="https://redirect.github.com/encode/starlette/pull/3304">#3304</a>.</li>
<li>Add assert error for <code>requires()</code> when the request
parameter is not a <code>Request</code> type <a
href="https://redirect.github.com/encode/starlette/pull/3298">#3298</a>.</li>
</ul>
<h2>1.2.0 (May 28, 2026)</h2>
<h4>Added</h4>
<ul>
<li>Support httpx2 in the test client <a
href="https://redirect.github.com/encode/starlette/pull/3291">#3291</a>.</li>
</ul>
<h2>1.1.0 (May 23, 2026)</h2>
<h4>Added</h4>
<ul>
<li>Use <code>&quot;application/octet-stream&quot;</code> as the
<code>FileResponse</code> media type fallback <a
href="https://redirect.github.com/encode/starlette/pull/3283">#3283</a>.</li>
</ul>
<h4>Fixed</h4>
<ul>
<li>Only dispatch standard HTTP verbs in <code>HTTPEndpoint</code> <a
href="https://redirect.github.com/encode/starlette/pull/3286">#3286</a>.</li>
<li>Reject absolute paths in <code>StaticFiles.lookup_path</code> <a
href="https://redirect.github.com/encode/starlette/pull/3287">#3287</a>.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/Kludex/starlette/commit/8ebffd0678570ddd5d5bb11c6f3c3c7fd4682ab9"><code>8ebffd0</code></a>
Version 1.3.1 (<a
href="https://redirect.github.com/Kludex/starlette/issues/3330">#3330</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/25b8e179d8d7ed86769c02f648772dd5fb43dc3c"><code>25b8e17</code></a>
Enforce <code>FormParser</code> limits in parser callbacks (<a
href="https://redirect.github.com/Kludex/starlette/issues/3331">#3331</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/dba1c4babc4f99ad2622bb913d87045775dda735"><code>dba1c4b</code></a>
Enforce <code>max_fields</code> and <code>max_part_size</code> in
<code>FormParser</code> (<a
href="https://redirect.github.com/Kludex/starlette/issues/3329">#3329</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/45e51dcf99f3a270b0bcec1aec5410b4345863a9"><code>45e51dc</code></a>
Use <code>StarletteDeprecationWarning</code> instead of
<code>DeprecationWarning</code> (<a
href="https://redirect.github.com/Kludex/starlette/issues/3119">#3119</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/5f8610c386e13de1d80d36efa961e1486a1d2d01"><code>5f8610c</code></a>
Version 1.3.0 (<a
href="https://redirect.github.com/Kludex/starlette/issues/3327">#3327</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/167b5850e809f38b27fbfed62d58bf6442855975"><code>167b585</code></a>
Build <code>request.url</code> from structured components (<a
href="https://redirect.github.com/Kludex/starlette/issues/3326">#3326</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/37309255b4c1b9c381a2d24a1eaf83100984a16a"><code>3730925</code></a>
Use <code>removeprefix</code> to strip weak ETag indicator in
<code>is_not_modified</code> (<a
href="https://redirect.github.com/Kludex/starlette/issues/3193">#3193</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/e6f7ad1ab85efb27ab7910d8007b3f4531f7b083"><code>e6f7ad1</code></a>
avoid collapsing exception groups from user code (<a
href="https://redirect.github.com/Kludex/starlette/issues/2830">#2830</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/115228fcdca0e0ef5bf4a95a40ddce5a9fced428"><code>115228f</code></a>
Annotate URLPath protocol parameter with Literal (<a
href="https://redirect.github.com/Kludex/starlette/issues/3285">#3285</a>)</li>
<li><a
href="https://github.com/Kludex/starlette/commit/113f193a34353c9153857028c1074351d22fad07"><code>113f193</code></a>
docs: replace inline ASGI server list with link to canonical implemen…
(<a
href="https://redirect.github.com/Kludex/starlette/issues/3204">#3204</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/Kludex/starlette/compare/1.0.1...1.3.1">compare
view</a></li>
</ul>
</details>
<br />

Updates `mcp` from 1.23.0 to 1.28.1
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/modelcontextprotocol/…
…emoss#452)

Bumps the uv group with 1 update in the /apps/pipecat-moss/ollama-local
directory: [pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the /examples/cookbook/smolagents
directory: [pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/airline-pnr directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/candidate-screening directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/insurance-adjuster directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/mortgage-lending directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/moss-live-labs/examples/advanced-voice-agent directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/moss-live-labs/examples/voice-agent directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the /packages/pipecat-moss
directory: [pillow](https://github.com/python-pillow/Pillow).

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a…
…semoss#456)

[//]: # (dependabot-start)
⚠️  **Dependabot is rebasing this PR** ⚠️ 

Rebasing might not happen immediately, so don't worry if this takes some
time.

Note: if you make any changes to this PR yourself, they will take
precedence over the rebase.

---

[//]: # (dependabot-end)

Bumps the uv group with 2 updates in the
/apps/livekit-moss-vercel/livekit-voice-agent/livekit-moss-agent
directory: [pillow](https://github.com/python-pillow/Pillow) and
[pyasn1](https://github.com/pyasn1/pyasn1).
Bumps the uv group with 1 update in the /examples/cookbook/smolagents
directory: [pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/airline-pnr directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/candidate-screening directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/insurance-adjuster directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the
/examples/voice-agents/mortgage-lending directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 2 updates in the
/moss-live-labs/examples/advanced-voice-agent directory:
[pillow](https://github.com/python-pillow/Pillow) and
[pyasn1](https://github.com/pyasn1/pyasn1).
Bumps the uv group with 1 update in the
/moss-live-labs/examples/voice-agent directory:
[pillow](https://github.com/python-pillow/Pillow).
Bumps the uv group with 1 update in the /packages/pipecat-moss
directory: [pillow](https://github.com/python-pillow/Pillow).

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pyasn1` from 0.6.3 to 0.6.4
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pyasn1/pyasn1/releases">pyasn1's
releases</a>.</em></p>
<blockquote>
<h2>Release 0.6.4</h2>
<p>This is a security release.</p>
<ul>
<li>CVE-2026-59885 (GHSA-8ppf-4f7h-5ppj): Fixed quadratic time
complexity in the OBJECT IDENTIFIER and RELATIVE-OID decoders. A small
crafted substrate encoding many arcs could consume excessive CPU.</li>
<li>CVE-2026-59884 (GHSA-m4p7-r5rc-7g4j): Limited BER long-form tag IDs
to 20 octets (140 bits). Unbounded tag IDs allowed a crafted substrate
to consume excessive CPU and memory.</li>
<li>CVE-2026-59886 (GHSA-hm4w-wwcw-mr6r): Fixed excessive memory and CPU
consumption in <code>Real.__float__()</code> for values with large
base-10 exponents.</li>
<li>Pinned PyPI publish GitHub Action to an immutable commit.</li>
</ul>
<p>All changes are noted in the <a
href="https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst">CHANGELOG</a>.</p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst">pyasn1's
changelog</a>.</em></p>
<blockquote>
<h2>Revision 0.6.4, released 08-07-2026</h2>
<ul>
<li>CVE-2026-59885 (GHSA-8ppf-4f7h-5ppj): Fixed quadratic time
complexity in the OBJECT IDENTIFIER and RELATIVE-OID decoders.
A small crafted substrate encoding many arcs could consume
excessive CPU. Arcs are now accumulated in linear time; decoded
values are unchanged (thanks for reporting, tynus2)</li>
<li>CVE-2026-59884 (GHSA-m4p7-r5rc-7g4j): Limited BER long-form tag
IDs to 20 octets (140 bits), matching the OID arc limit introduced
in 0.6.2. Unbounded tag IDs allowed a crafted substrate to consume
excessive CPU and memory; longer tag IDs are now rejected with
PyAsn1Error. Also fixed Tag and TagSet repr() failing on huge tag
(thanks for reporting, mikeappsec)
IDs due to the integer-to-string conversion limit (Python 3.11+)</li>
<li>CVE-2026-59886 (GHSA-hm4w-wwcw-mr6r): Fixed excessive memory and
CPU consumption in Real.<strong>float</strong>() for values with large
base-10
exponents. Conversion no longer materializes huge intermediate
integers; values too large to represent as a Python float raise
OverflowError promptly, and prettyPrint() renders them as
'<!-- raw HTML omitted -->' as before. Also fixed base-10 mantissa
normalization
to use exact integer arithmetic; mantissas larger than 2**53
could previously lose precision through float division
(thanks for reporting, gvozdila)</li>
<li>Pinned PyPI publish GitHub Action to an immutable commit
[pr <a
href="https://redirect.github.com/pyasn1/pyasn1/issues/113">#113</a>](<a
href="https://redirect.github.com/pyasn1/pyasn1/pull/113">pyasn1/pyasn1#113</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/72e4803405816c371ed3b2cb4be181c47f038406"><code>72e4803</code></a>
Prepare release 0.6.4</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/0c19eeb853731db1c717ff125ea001a1e558332d"><code>0c19eeb</code></a>
Pin PyPI publish action to immutable commit (<a
href="https://redirect.github.com/pyasn1/pyasn1/issues/113">#113</a>)</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/45bdb19eb7df4b3780fe9c912c63e99bffc39dd9"><code>45bdb19</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/628e36ecbb5277a3f01572ce418ef54271b165a5"><code>628e36e</code></a>
Merge commit from fork</li>
<li><a
href="https://github.com/pyasn1/pyasn1/commit/e60c691cb91addb8fcefa2f537e85ede6fb1e886"><code>e60c691</code></a>
Merge commit from fork</li>
<li>See full diff in <a
href="https://github.com/pyasn1/pyasn1/compare/v0.6.3...v0.6.4">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c43c919d149b2a154a5180079f9df18fbbb"><code>53e02c4</code></a>
Speed up <code>Image.fill()</code>, <code>Image.linear_gradient()</code>
and `Image.radial_gradient...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/af037475be8634ba739744243164ba9e2c8346a6"><code>af03747</code></a>
Speed up <code>Image.resample()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9739">#9739</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5c9ca56c3e5fba52b647809fbb0986c87e73a571"><code>5c9ca56</code></a>
Speed up <code>alpha_composite</code>, <code>matrix</code>,
<code>negative</code>, <code>quantize</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9740">#9740</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `pillow` from 12.2.0 to 12.3.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-pillow/Pillow/releases">pillow's
releases</a>.</em></p>
<blockquote>
<h2>12.3.0</h2>
<p><a
href="https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html">https://pillow.readthedocs.io/en/stable/releasenotes/12.3.0.html</a></p>
<h2>Removals</h2>
<ul>
<li>Remove non-image ImageCms modes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9697">#9697</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Documentation</h2>
<ul>
<li>Add release notes for SBOM and performance improvements <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add security release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9741">#9741</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add release notes for Python 3.15 beta wheels <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9696">#9696</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>ImageFont can also be used with ImageText <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9597">#9597</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Additional guidelines for security reports <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9659">#9659</a>
[<a
href="https://github.com/wiredfool"><code>@​wiredfool</code></a>]</li>
<li>Fixed typo <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9636">#9636</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Added CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9591">#9591</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Revise development support information in README <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9583">#9583</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add INCIDENT_RESPONSE.md <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9555">#9555</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add STRIDE threat model to security docs <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9562">#9562</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Add CVEs to 12.2.0 release notes <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9556">#9556</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update README with revised security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9553">#9553</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update security policy <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9552">#9552</a>
[<a
href="https://github.com/aclark4life"><code>@​aclark4life</code></a>]</li>
<li>Update macOS tested Python versions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9534">#9534</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<h2>Dependencies</h2>
<ul>
<li>Update dependency harfbuzz to v14.2.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9720">#9720</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9653">#9653</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v4 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9665">#9665</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9655">#9655</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libavif to v1.4.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9652">#9652</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9651">#9651</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency check-jsonschema to v0.37.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9650">#9650</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update google/oss-fuzz digest to d872252 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9614">#9614</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency lcms2 to v2.19 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9609">#9609</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency libpng to v1.6.58 - autoclosed <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9608">#9608</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency harfbuzz to v14 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9610">#9610</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency mypy to v1.20.2 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9599">#9599</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update github-actions <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9611">#9611</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Update dependency cibuildwheel to v3.4.1 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9607">#9607</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
<li>Move dependency versions to single JSON and enable Renovate <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9559">#9559</a>
[<a href="https://github.com/hugovk"><code>@​hugovk</code></a>]</li>
<li>Updated raqm to 0.10.5 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9557">#9557</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Update dependency cibuildwheel to v3.4.0 <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9532">#9532</a>
[@<a href="https://github.com/apps/renovate">renovate[bot]</a>]</li>
</ul>
<h2>Testing</h2>
<ul>
<li>Remove matrix.os from benchmark <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9735">#9735</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Remove references to libavif patch <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9734">#9734</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
<li>Add benchmark tests <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9654">#9654</a>
[<a href="https://github.com/akx"><code>@​akx</code></a>]</li>
<li>Use reshape() instead of setting NumPy array shape directly <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9728">#9728</a>
[<a
href="https://github.com/radarhere"><code>@​radarhere</code></a>]</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/python-pillow/Pillow/commit/bb1d8e8ab8d29048624d96e3ee53cecf7c13d13d"><code>bb1d8e8</code></a>
12.3.0 version bump</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/e63fc481dc2e07e21d5403deafb8f1ed98a513af"><code>e63fc48</code></a>
Add release notes for SBOM and performance improvements (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9747">#9747</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/13b701bbab291eec4bc87ea17ba06c94e5fe3054"><code>13b701b</code></a>
Add release notes for <a
href="https://redirect.github.com/python-pillow/Pillow/issues/9679">#9679</a></li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/5564ca72fcd59d040e270af5dcf17a0d7161c364"><code>5564ca7</code></a>
List methods</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a0920fd384f800b5d0ba3dd29ecdeae4f1d4043b"><code>a0920fd</code></a>
Speed up ImageChops operations (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9738">#9738</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/07e9a6cd5336dc6cf8cae9165cd70cdd2b3e42fc"><code>07e9a6c</code></a>
Speed up <code>Image.filter()</code> (<a
href="https://redirect.github.com/python-pillow/Pillow/issues/9736">#9736</a>)</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/a94578cf9649ea13e426cf7fb2b71b39ffc0dd50"><code>a94578c</code></a>
Speed up <code>Image.getchannel()</code>, <code>Image.merge()</code>,
<code>Image.putalpha()</code> and `Image...</li>
<li><a
href="https://github.com/python-pillow/Pillow/commit/53e02c4…
## What

Adds `Client.GetIndexInfo(ctx, indexName)` to the Go SDK's public API.

## Why

`bindings/libmoss.go` already implements `IndexManager.GetIndexInfo`
against the native runtime, but nothing in `sdk/` exposed it. The
existing `Client.GetIndex` only queries the cloud/manage-plane index
metadata and there was no way to ask "what does the copy I currently
have loaded in memory look like right now" (doc count, model, staleness
relative to a `RefreshIndex` call, etc.) without dropping down to the
internal bindings package directly.

## Changes

- `sdk/local.go`: new `Client.GetIndexInfo`, mirroring the existing
`RefreshIndex` method and validates credentials, gets the index runtime,
delegates to `manager.GetIndexInfo`, converts via `fromCoreIndexInfo`.
- `sdk/client_test.go`: two new tests 
- confirms `GetIndexInfo` reads from the local index runtime, not the
manage runtime (this is the whole point of the method)
- confirms credential validation happens before the index runtime is
ever initialized, consistent with the pattern used by `RefreshIndex`
- `sdks/go/README.md` / `sdks/go/sdk/README.md`: updated capability
lists to mention `GetIndexInfo`.

## Testing

`go test ./...` passes locally (stub build, no native `libmoss` required
and this method has no cgo-specific logic of its own, it's a thin
wrapper, consistent with the rest of `local.go`).


<!-- This is an auto-generated description by cubic. -->
<a href="https://cubic.dev/pr/usemoss/moss/pull/444?utm_source=github"
target="_blank" rel="noopener noreferrer"
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<!-- End of auto-generated description by cubic. -->
Rewrites apps/ten-moss/README.md for a cleaner, more professional read.

- Replaces the ASCII pipeline diagram with two GitHub-native Mermaid
diagrams (architecture flowchart and per-turn sequence diagram), both
verified to render.
- Adds a stack-at-a-glance table and converts the Moss delta,
latency-breakdown fields, simulate-remote values, and configuration into
proper tables. Config defaults are sourced from property.json and
MossSessionConfig (including the previously undocumented
moss_max_context_chars).
- Tightens section structure and wording; no technical content changed.

<!-- This is an auto-generated description by cubic. -->
<a href="https://cubic.dev/pr/usemoss/moss/pull/458?utm_source=github"
target="_blank" rel="noopener noreferrer"
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---------

Co-authored-by: Harsha Nalluru <harsha.nalluru1997@gmail.com>
## Summary
- Sync `ROADMAP.md` with integrations that are already in the repo: Go
SDK, Langflow, n8n, and TEN Framework
- Remove Go from “Next Up → New SDK Bindings” now that `sdks/go/` exists
- Correct the Next.js example version from 15 → 16 to match
`apps/next-js`

## Test plan
- [ ] Check shipped sections against `README.md` / `AGENTS.md`
- [ ] Confirm Go is no longer listed under “Next Up”

<!-- This is an auto-generated description by cubic. -->
<a href="https://cubic.dev/pr/usemoss/moss/pull/465?utm_source=github"
target="_blank" rel="noopener noreferrer"
data-no-image-dialog="true"><picture><source
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Co-authored-by: Cursor <cursoragent@cursor.com>
## Pull Request Checklist

Please ensure that your PR meets the following requirements:

- [x] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [ ] I have updated the documentation (if applicable).
- [x] My code follows the style guidelines of this project.
- [x] I have performed a self-review of my own code.
- [ ] I have added tests that prove my fix is effective or that my
feature works.
- [x] New and existing unit tests pass locally with my changes.

## Description

Bumps `lodash` from `4.17.23` to the patched `4.18.1` release in
`packages/n8n-nodes-moss`, the only project in the repo still resolving
a vulnerable lodash version. `lodash` is pulled in transitively
(dev-only) via `n8n-workflow` → `@n8n/expression-runtime`, which pins an
exact `4.17.23`, so a top-level `overrides` entry was added to
`package.json` (matching the pattern already used at the repo root and
in `vitepress-plugin-moss`) to force resolution to `^4.18.1`, then
`package-lock.json` was regenerated via `npm install`.

4.18.0/4.18.1 fix a prototype-pollution issue in `_.unset`/`_.omit`
(GHSA-f23m-r3pf-42rh) and a code-injection issue in `_.template`
(GHSA-r5fr-rjxr-66jc, CVE-2026-4800), plus a follow-up bugfix. Other
lockfiles in the repo that reference lodash
(`apps/livekit-moss-vercel/agent-react`, `apps/moss-vscode`,
`sdks/javascript/sdk`) were already on `4.18.1`; the rest only contain
unrelated standalone packages (`lodash.merge`, `lodash.sortby`, etc.)
unaffected by this bump.

Fixes usemoss#467

## Type of Change

- [x] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] This change requires a documentation update fill it accordingly


<!-- This is an auto-generated description by cubic. -->
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## Pull Request Checklist

- [x] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [x] I have updated the documentation (not applicable: lockfile-only
update).
- [x] My changes follow the style guidelines of this project.
- [x] I have performed a self-review of my changes.
- [x] I have added tests that prove my fix is effective (not applicable:
generated dependency metadata only).
- [x] New and existing unit tests pass locally with my changes.

## Description

Update `idna` from `3.13` or `3.15` to `3.18` in the 22 stale Python
lockfiles, bringing all 26 `uv.lock` files that resolve `idna` onto the
latest release.

Regenerating the locks also synchronizes six stale package metadata
constraints with their existing `pyproject.toml` declarations. No
package version other than `idna` changes.

Fixes usemoss#423

## Type of Change

- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] This change requires a documentation update
- [x] Dependency update (non-breaking)

## Testing

- `uv lock --check` for all 22 changed projects
- `ruff check . --extend-exclude "**/*.ipynb"`
- CI-equivalent repository mypy check
- Python SDK Ruff and mypy checks
- Python SDK tests: 86 passed, 44 credential-dependent tests skipped
- Affected project tests: 55 passed, 4 live integration tests skipped
- `idna 3.18` Unicode hostname encode/decode smoke test

<!-- This is an auto-generated description by cubic. -->
<a href="https://cubic.dev/pr/usemoss/moss/pull/462?utm_source=github"
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…usemoss#457)

Fixes usemoss#424

## What

Bumps `json-repair` from 0.59.10 to 0.60.1 in
`examples/voice-agents/insurance-adjuster/uv.lock`, the only lockfile in
the repo that carries it.

`json-repair` is a transitive dependency pinned exactly
(`json-repair==0.60.1`) by `livekit-agents`, so moving it required
upgrading the livekit family as well (1.6.3 → 1.6.6, all within the
manifest's `>=1.0` constraint). 0.60.1 is the newest json-repair version
any published `livekit-agents` release allows — 0.61.x is not reachable
until upstream relaxes its exact pin.

Generated with `uv lock --upgrade-package livekit-agents
--upgrade-package json-repair`; no manifest changes.

## Verification

- `uv sync` installs the updated lockfile cleanly (Python 3.14)
- `json_repair` imports and repairs a malformed JSON sample at 0.60.1
- `agent.py` and `create_indexes.py` compile, and `livekit.agents` 1.6.6
imports without errors

<!-- This is an auto-generated description by cubic. -->
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## Pull Request Checklist

* [x] I have read the
[[CONTRIBUTING](https://chatgpt.com/c/CONTRIBUTING.md)](CONTRIBUTING.md)
guide.
* [ ] I have updated the documentation (not applicable).
* [x] My code follows the style guidelines of this project.
* [x] I have performed a self-review of my own code.
* [ ] I have added tests that prove my fix is effective or that my
feature works (not applicable for a dependency update).
* [x] New and existing unit tests pass locally with my changes, where
applicable.

## Description

This PR upgrades `postcss` to `^8.5.19` in the relevant packages and
refreshes the corresponding lockfiles (`package-lock.json` and
`pnpm-lock.yaml`).

I verified that the updated dependency is installed (`postcss@8.5.19`)
and confirmed the affected site builds successfully after the upgrade.

Fixes usemoss#429 

## Type of Change

* [x] Bug fix (dependency maintenance/update)
* [ ] New feature
* [ ] Breaking change
* [ ] This change requires a documentation update

<!-- This is an auto-generated description by cubic. -->
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---------

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
…oss#437)

## What

Makes the Codex PR reviewer run on **all pull requests, including
forks/contributors** — today fork PRs are silently skipped.

## Why forks were skipped

A fork's `pull_request` run gets a read-only token and **no secrets**
(GitHub's fork-safety default), so the reviewer can't get
`OPENAI_API_KEY`. The old workflow acknowledged this by gating itself to
same-repo branches (`sameRepo` check), so every contributor PR got
`Skipping Codex review: … is from a fork`.

You can't fix this by dropping the gate — the secret still isn't there
on fork runs. You need a trigger that *has* secrets, without ever
running fork code next to them.

## How — two-stage split

| Stage | File | Trigger | Secrets? | Touches PR code? |
|---|---|---|---|---|
| 1. Collect diff | `codex-review.yml` | `pull_request` (all PRs) | ❌
none | checkout + `git diff` only (no build/install) |
| 2. Review + post | `codex-review-post.yml` | `workflow_run` (base
context) | ✅ | ❌ — reads the diff artifact only |

Stage 1 runs on every PR with no secrets, computes the diff, and uploads
it as an artifact. Stage 2 is triggered by Stage 1's completion, runs in
the **base-repo** context (so it has secrets even for forks), downloads
the diff, runs Codex over the **diff text only**, and posts the inline
review.

**Fork code never executes in a job that holds the key** — that's the
structural guarantee that makes reviewing fork PRs safe, and it's more
robust than `pull_request_target` (which would put fork code on disk
beside the secret and rely on "no one ever adds a build step").

## Security notes

- **Anti-spoofing:** the artifact carries the PR number; Stage 2
requires `pr.head.sha === workflow_run.head_sha` (a value GitHub sets,
not the fork) before posting, so a tampered artifact can't redirect the
review onto another PR. PR number is validated as digits-only.
- **Least privilege:** Stage 1 is `contents: read`. Stage 2 is
`contents: read`, `actions: read` (to fetch the artifact),
`pull-requests/issues: write` (to post).
- **Residual risk — please use a scoped key.** Codex still reads the
untrusted diff as *data*, and per the action's docs the API key "flows
through the proxy, so Codex could read it if it can reach process
memory." A prompt-injection payload in a diff could in principle try to
coax the key into a review comment. The two-stage split does **not**
remove this (it removes code *execution*), so use a low-limit /
restricted `OPENAI_API_KEY` for this workflow.

## Behavior changes

- Auto-reviews **all non-draft, non-bot PRs** (previously same-repo
only).
- **Drops** the `@codex review` comment trigger and the
trusted-commenter gate (no longer needed to keep forks out). Easy to
re-add as an opt-in gate if you'd prefer maintainer-triggered reviews on
forks to control cost.

## Activation caveat

`workflow_run` only fires for the copy of these workflows **on the
default branch**, so Codex review activates once this is merged to
`main` — **this PR will not review itself.** After merge, opening any
fork PR (or re-syncing an existing one like usemoss#391/usemoss#393) will exercise it
end-to-end.

## Not tested in CI here

The `openai/codex-action` step reviews a pre-computed `pr.diff` in an
empty `git init`'d working dir (rather than a full checkout). YAML +
embedded JS are validated locally; the first live run after merge is the
real end-to-end test.


<!-- This is an auto-generated description by cubic. -->
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## Summary

Fixes two setup failures hit while standing up the ten-moss example from
a clean machine, and automates the drop-in step.

- **Commit the executable bit on `tenapp/scripts/*.sh`.** They were
committed as `100644`, so `task install` failed with `permission denied`
at `install_python_deps.sh` for every fresh checkout.
- **Pre-warm the `moss-minilm` model cache during `task install`.** Two
workers starting at the same moment on a cold cache race the model
download and corrupt `~/.cache/moss-models` (one worker saw `IO error:
No such file or directory`, the other `tokenization failed: trailing
characters`). Because the extension opens Moss best-effort, the agent
then runs silently ungrounded. Warming the cache from a single process
at install time removes the race window in practice; the durable fix
(atomic download or lock) belongs in the SDK layer and is out of scope
here.
- **Add `setup.sh`** to automate README Quick start step 2 (copy the
`voice-assistant` harness, swap in `tenapp/`, seed `ai_agents/.env`),
with guards for a non-TEN path and an existing target.
- **README**: document the above, plus an Apple Silicon note
(`ten_agent_build` is amd64-only; colima needs `--vz-rosetta`, since the
Go toolchain segfaults under qemu emulation).

## Testing

- `setup.sh` exercised against a mock TEN skeleton: drop-in, env
seeding, re-run guard, and bad-path guard all verified.
- Modified `install_python_deps.sh` run inside the
`ten_agent_build:0.7.14` container: builds, installs, and reports `Moss
model cache warm (doc_count=10)`; with `MOSS_*` unset it skips cleanly.
- Full example validated end to end on this branch's content: playground
session with Deepgram STT, gpt-4o-mini, ElevenLabs TTS, and `Moss
session opened` with grounded retrieval in the transcript.

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---------

Co-authored-by: Harsha Nalluru <harsha.nalluru1997@gmail.com>
HarshaNalluru and others added 7 commits July 28, 2026 22:09
## Problem

`main` and every open PR are currently red on the required checks
**`python-lint`** and **`python-sdk-test`** (all Python versions).

Root cause is a floating linter, not any code change:

- Both jobs install ruff **unpinned** (`pip install ruff` in the
`python-lint` job and again in the `python-sdk-test` "Lint with ruff"
step).
- **ruff 0.16.0** was published `2026-07-23T19:10:46Z`. The next `main`
run (`378d72b`/`c3e6ddb`) executed at `19:14Z` — ~4 minutes later — and
picked it up.
- 0.16.0 turned on a large new default rule surface, which flags **~460
pre-existing findings** repo-wide: `UP045` (120), `I001` (84), `UP006`
(79), `BLE001` (71), `UP035` (31), plus `S110`, `RUF*`, `SIM*`,
`DTZ005`, etc.

The last green `main` runs (01:00Z the same day) used **ruff 0.15.22**.
**No `.py` changed** between those and the first red run (only `.yml` /
lockfiles), so this is purely the ruff version.

## Fix

Pin both installs to `ruff==0.15.22` (the last green version), with a
comment explaining why.

## Verification (local, on current `main`)

- `ruff==0.15.22 check . --extend-exclude '**/*.ipynb'` -> **All checks
passed!**
- `ruff==0.15.22 check src/ tests/` in `sdks/python/sdk` -> **All checks
passed!**

## Note

This is a deliberate stopgap to unblock merges immediately. The 460
findings under 0.16.0 are real lint signal; a follow-up can address (or
selectively `ignore`) them and then bump the pin. Filing/So they don't
get lost, happy to open that follow-up.

<!-- This is an auto-generated description by cubic. -->
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…semoss#402)

## Summary

Adds an Amazon S3 source connector, built from the
`packages/moss-data-connector/_template` pattern (with the DynamoDB
connector as the boto3 style reference). It indexes documents from an S3
bucket and — per the watch-a-bucket story — re-indexes automatically
when the bucket contents change.

Closes usemoss#381

## What's included

**`S3Connector`** (`src/connector.py`)
- Lists the bucket with `list_objects_v2`, following continuation tokens
automatically
- `prefix` filtering server-side, `suffix` filtering client-side
(`".md"` or a tuple like `(".md", ".txt")`) — non-matching objects are
skipped without being downloaded
- Zero-byte "folder" placeholder keys (ending in `/`) always skipped
- Hands the mapper a row dict: `key`, `text` (decoded body, configurable
encoding), `etag`, `last_modified`, `size`, `content_type`, and S3 user
metadata
- `**boto3_kwargs` passthrough (`region_name`, `endpoint_url`,
credentials) so MinIO/LocalStack work out of the box
- `snapshot()` returns `{key: etag}` from a list-only pass — no bodies
downloaded

**`watch()`** (`src/watch.py`) — the re-index-on-change piece
- Ingests once, then polls `snapshot()` on `poll_interval` and rebuilds
the index whenever an object is added, removed, or modified
- Snapshot is taken *before* each ingest, so changes landing mid-ingest
are caught on the next poll rather than lost
- `max_polls` for one-shot sync jobs and tests; `on_change` callback
with the new snapshot
- Per the template rules, sync/loop logic lives in the connector's own
code — `ingest.py` is copied verbatim from the template

**Tests**
- `tests/test_s3.py` — 12 unit tests, moto-mocked, no AWS needed: ingest
end-to-end, prefix/suffix filters, pagination (`page_size=1`), empty
bucket, `auto_id`, user-metadata passthrough, snapshot add/modify/delete
tracking, watch re-index on change, and watch no-op when unchanged
- `tests/test_integration_s3_moss.py` — live round trip (S3 → ingest →
Moss query → cleanup) plus a live watch test; skip-gated the same way as
the DynamoDB connector (`S3_ENDPOINT_URL` for MinIO/LocalStack, or
`MOSS_CONNECTOR_S3_ALLOW_AWS=1` to opt in to real AWS)

**Docs & extras**
- Package README with one-shot ingest and watch-a-bucket usage, mapper
row reference, MinIO/LocalStack notes
- `demo.py` end-to-end walkthrough (create bucket → upload → ingest →
query → add object → watch re-indexes → cleanup)
- `.env.example`, and a new row in the parent `moss-data-connector`
README layout + table

## Test results

```
tests/test_s3.py ............ 12 passed
ruff check .                  All checks passed!
```

(Unit tests run fully offline via moto. Integration tests verified to
collect and skip cleanly without credentials.)

---------

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: cubic-dev-ai[bot] <191113872+cubic-dev-ai[bot]@users.noreply.github.com>
## Pull Request Checklist

Please ensure that your PR meets the following requirements:

- [ ] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [ ] I have updated the documentation (if applicable).
- [ ] My code follows the style guidelines of this project.
- [ ] I have performed a self-review of my own code.
- [ ] I have added tests that prove my fix is effective or that my
feature works.
- [ ] New and existing unit tests pass locally with my changes.

## Description

Please include a summary of the change and which issue is fixed. Please
also include relevant motivation and context.

Fixes # (issue number)

## Type of Change

- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] This change requires a documentation update


<!-- This is an auto-generated description by cubic. -->
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)

## Pull Request Checklist

Please ensure that your PR meets the following requirements:

- [x] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [ ] I have updated the documentation (if applicable). — N/A,
lockfile-only change
- [x] My code follows the style guidelines of this project.
- [x] I have performed a self-review of my own code.
- [ ] I have added tests that prove my fix is effective or that my
feature works. — N/A, dependency bump
- [x] New and existing unit tests pass locally with my changes.

## Description

Bumps `@babel/core` from 7.28.6 to 7.29.7 in
`apps/next-js/package-lock.json` via `npm update @babel/core`. The
`@babel/*` family versions in lockstep, so 16 @babel packages move to
7.29.7 together, plus in-range refreshes of babel's browserslist data
dependencies (browserslist, caniuse-lite, electron-to-chromium,
node-releases, baseline-browser-mapping). Lockfile-only; no manifest
changes. 7.29.7 is the latest 7.x; Babel 8 (8.0.1) is outside the
dependents' `^7.x` ranges, so it does not apply here.

Context: Dependabot attempted this in usemoss#449, which ended up targeting 0
directories after a group-rule rebase and was auto-closed — this
completes what usemoss#422 asks for.

How verified: clean `npm ci` baseline first, then after the bump: `tsc
--noEmit` clean and `vitest run` 25/25 tests passing (same 25/25 on the
unmodified baseline).

Fixes usemoss#422


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Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
usemoss#485)

## Pull Request Checklist

Please ensure that your PR meets the following requirements:

- [x] I have read the [CONTRIBUTING](CONTRIBUTING.md) guide.
- [ ] I have updated the documentation (if applicable). -- N/A 
- [x] My code follows the style guidelines of this project.
- [x] I have performed a self-review of my own code.
- [ ] I have added tests that prove my fix is effective or that my
feature works. -- N/A as this is a dependency bump
- [x] New and existing unit tests pass locally with my changes.

## Description

Addressing [this issue](usemoss#470)
suggesting to update `fast-uri` to latest version. Also bumped `ajv` in
one spot, since I noticed it wasn't consistent with other versions
across the project. `fast-uri` is now updated to version `4.1.1`.

Fixes usemoss#470 

## Type of Change

- [x] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] This change requires a documentation update


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"""Input schema for MossListIndexesTool."""

pass # No input needed
# No input needed

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BLOCKING ```python
class MossListIndexesInput(BaseModel):
"""Input schema for MossListIndexesTool."""
# No input needed

Removing the `pass` leaves this class with no executable body, so the module raises `IndentationError` on import. Restore `pass` (or use `...`) under the comment.

Comment thread .github/workflows/publish-ten-moss.yml
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Feature: Reranking support