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14 Commits
Author SHA1 Message Date
dependabot[bot] dff3101ca7 build(deps): bump pillow from 12.2.0 to 12.3.0 in /engine in the uv group across 1 directory (#7119) 
Bumps the uv group with 1 update in the /engine 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 />


[![Dependabot compatibility
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Dependabot will resolve any conflicts with this PR as long as you don't
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2026-07-29 09:13:22 +00:00
Anthony Stirling 8de94ff152 Ai customization settings (#7069) 
# Description of Changes
AI settings customisation in settings menu, as part of this also tested
and fixed ollama and other 3rd party AI integrations

- Adds an admin AI settings UI for customizing AI behaviour, including
per-provider model and API-key configuration
- Backend pushes AI config changes to the Python engine at runtime via a
config-push bridge, so changes apply without a restart
- Config-push is gated off in SaaS; engine now drains background tasks
on shutdown instead of cancelling them
---

## Checklist

### General

- [ ] I have read the [Contribution
Guidelines](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/CONTRIBUTING.md)
- [ ] I have read the [Stirling-PDF Developer
Guide](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/DeveloperGuide.md)
(if applicable)
- [ ] I have read the [How to add new languages to
Stirling-PDF](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/devGuide/HowToAddNewLanguage.md)
(if applicable)
- [ ] I have performed a self-review of my own code
- [ ] My changes generate no new warnings

### Documentation

- [ ] I have updated relevant docs on [Stirling-PDF's doc
repo](https://github.com/Stirling-Tools/Stirling-Tools.github.io/blob/main/docs/)
(if functionality has heavily changed)
- [ ] I have read the section [Add New Translation
Tags](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/devGuide/HowToAddNewLanguage.md#add-new-translation-tags)
(for new translation tags only)

### Translations (if applicable)

- [ ] I ran
[`scripts/counter_translation.py`](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/docs/counter_translation.md)

### UI Changes (if applicable)

- [ ] Screenshots or videos demonstrating the UI changes are attached
(e.g., as comments or direct attachments in the PR)

### Testing (if applicable)

- [ ] I have run `task check` to verify linters, typechecks, and tests
pass
- [ ] I have tested my changes locally. Refer to the [Testing
Guide](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/DeveloperGuide.md#7-testing)
for more details.
 2026-07-23 08:29:06 +00:00
dependabot[bot] 43a6ff3066 build(deps): bump mcp from 1.26.0 to 1.28.1 in /engine in the uv group across 1 directory (#7114) 
Bumps the uv group with 1 update in the /engine directory:
[mcp](https://github.com/modelcontextprotocol/python-sdk).

Updates `mcp` from 1.26.0 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>
<h2>v1.27.0</h2>
<h2>What's Changed</h2>
<ul>
<li>fix: remove unused <code>requests</code> dependency from
simple-chatbot example by <a
href="https://github.com/maxisbey"><code>@​maxisbey</code></a> in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/1959">modelcontextprotocol/python-sdk#1959</a></li>
<li>ci: backport conformance tests from main to v1.x by <a
href="https://github.com/felixweinberger"><code>@​felixweinberger</code></a>
in <a
href="https://redirect.github.com/modelcontextprotocol/python-sdk/pull/2068">modelcontextprotocol/python-sdk#2068</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</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/v1.26.0...v1.28.1">compare
view</a></li>
</ul>
</details>
<br />


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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2026-07-21 08:15:15 +00:00
Anthony Stirling bef83d80a1 Patch CVEs in engine Python dependencies (#6804) 
# Description of Changes

- Patch CVEs in engine Python dependencies (43 alerts): `starlette`
1.3.1, `cryptography` 49.0.0, `pyjwt` 2.13.0, `urllib3` 2.7.0, `aiohttp`
3.14.1, `python-multipart` 0.0.32, `langchain-core` 1.4.8, `langsmith`
0.9.1, `authlib` 1.7.2, `requests` 2.34.2, `idna` 3.18, `pytest` 9.1.1,
`pygments` 2.20.0, `pydantic-settings` 2.14.2
- Cap `pydantic-ai` `<2.0.0` and bump to 1.107.0 (1.99.0 patches
CVE-2026-46678; 2.0 is a separate major migration)

---

## Checklist

### General

- [x] I have read the [Contribution
Guidelines](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/CONTRIBUTING.md)
- [ ] I have read the [Stirling-PDF Developer
Guide](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/DeveloperGuide.md)
(if applicable)
- [ ] I have read the [How to add new languages to
Stirling-PDF](https://github.com/Stirling-Tools/Stirling-PDF/blob/main/devGuide/HowToAddNewLanguage.md)
(if applicable)
- [x] I have performed a self-review of my own code
- [x] My changes generate no new warnings

### Documentation

- [ ] I have updated relevant docs (if functionality has heavily
changed)
- [ ] I have read the section Add New Translation Tags (for new
translation tags only)

### UI Changes (if applicable)

- [ ] Screenshots or videos demonstrating the UI changes are attached

### Testing (if applicable)

- [ ] I have run `task check` to verify linters, typechecks, and tests
pass
- [ ] I have tested my changes locally
 2026-07-15 14:49:33 +00:00
EthanHealy01 0570c4c4d9 Create-PDF engine: render from a structured document (#7018) 2026-07-14 12:30:33 +00:00
James Brunton d995471a55 Merge remote-tracking branch 'origin/main' into SaaS-update 
# Conflicts:
#	frontend/editor/src/proprietary/components/chat/ChatContext.tsx
#	frontend/editor/src/saas/components/shared/TrialStatusBanner.tsx
 2026-06-12 09:58:40 +01:00
James Brunton d52c7ced7c Improvements to Stirling Engine to prepare for SaaS release (#6603) 
# Description of Changes
- Use pool for postgres connections
- Add ability to require user ID to be set on API calls to the engine
- Add process-wide concurrency cap on AI access (in addition to existing
user caps)
- Allow number of workers (threads) to be specified for stirling engine
- Update env var names to reflect that the DB is not just for RAG
 2026-06-11 16:31:35 +01:00
EthanHealy01andAnthony Stirling 88adb7adad create agent (#6520) 
Added the create agent. Use [these
prompts](https://github.com/Stirling-Tools/Stirling-PDF-SaaS/blob/main/docgen/backend/default_templates/sample_prompts.md)
to test or try your own :)

Here’s the one I use

```
Hey, I need to generate an employee expense report for reimbursement.
Company: Summit Consulting Partners Company address: 88 Riverside Plaza, Suite 1400, New York, NY 10069 Accounting department email: expenses@example.com
Employee details:
* Employee Name: Michael Tran
* Employee ID: EMP-1047
* Department: Client Services
* Report Date: January 20th, 2026
* Reporting Period: January 5th, 2026 – January 16th, 2026
* Manager Approver: Laura Simmons
Trip purpose: Client onsite meetings with Atlantic Energy Solutions in Boston, MA.
Expense items:
* Flight (NYC to Boston roundtrip) — $325.40 — January 5th, 2026 — Airline ticket
* Hotel (3 nights at Harborview Hotel) — $822.75 — January 5th-8th, 2026
* Taxi from airport to hotel — $48.00 — January 5th, 2026
* Client dinner (3 attendees) — $186.20 — January 6th, 2026
* Parking at JFK Airport — $72.00 — January 5th-8th, 2026
* Breakfast (per diem not used) — $18.50 — January 7th, 2026
* Uber to client office — $22.10 — January 7th, 2026
* Printing + presentation materials — $46.90 — January 8th, 2026
* Lunch with client — $39.75 — January 8th, 2026
* Office supplies (notebooks, pens) — $27.60 — January 10th, 2026
* Mileage reimbursement (client visit in NJ, 42 miles @ $0.67/mile) — $28.14 — January 14th, 2026
* Team lunch meeting (internal) — $64.30 — January 15th, 2026
Reimbursement method should be direct deposit.
Add a notes section stating: "All receipts attached. Expenses are business-related and comply with company travel policy."
```

---------

Co-authored-by: Anthony Stirling <77850077+frooodle@users.noreply.github.com>
 2026-06-11 14:18:13 +00:00
Anthony Stirling f779085d75 setup RAG (#6146) 2026-04-21 12:42:33 +01:00
James BruntonAnthony StirlingEthanHealy01
 		e5767ed58b Change AI engine to execute tools in Java instead of on frontend (#6116) 
# Description of Changes
Redesign AI engine so that it autogenerates the `tool_models.py` file
from the OpenAPI spec so the Python has access to the Java API
parameters and the full list of Java tools that it can run. CI ensures
that whenever someone modifies a tool endpoint that the AI enigne tool
models get updated as well (the dev gets told to run `task
engine:tool-models`).

There's loads of advantages to having the Java be the one that actually
executes the tools, rather than the frontend as it was previously set up
to theoretically use:
- The AI gets much better descriptions of the params from the API docs
- It'll be usable headless in the future so a Java daemon could run to
execute ops on files in a folder without the need for the UI to run
- The Java already has all the logic it needs to execute the tools 
- We don't need to parse the TypeScript to find the API (which is hard
because the TS wasn't designed to be computer-read to extract the API)

I've also hooked up the prototype frontend to ensure it's working
properly, and have built it in a way that all the tool names can be
translated properly, which was always an issue with previous prototypes
of this.

---------

Co-authored-by: Anthony Stirling <77850077+Frooodle@users.noreply.github.com>
Co-authored-by: EthanHealy01 <80844253+EthanHealy01@users.noreply.github.com>
 2026-04-20 15:57:11 +01:00
James BruntonandConnorYoh 2bf5f0b18e Add tracking system to support optional PostHog tracking in AI engine (#6040) 
Co-authored-by: ConnorYoh <40631091+ConnorYoh@users.noreply.github.com>
 2026-04-14 18:45:47 +01:00
aikido-autofix[bot] 33b2b5827a [Aikido] Fix 16 security issues in fastmcp, aiohttp, cryptography and 1 more (#6091) 
Upgrade fastmcp, aiohttp, cryptography, and anthropic to fix critical
SSRF/path traversal, header injection, OAuth confused deputy, and DoS
vulnerabilities.

<details>
<summary>✅ 16 CVEs resolved by this upgrade, including 2 critical 🚨
CVEs</summary>

<br>


This PR will resolve the following CVEs:
| Issue |
Severity&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |
Description |
| --- | --- | --- |
|
<pre>[CVE-2026-32871](https://app.aikido.dev/issues/25944204/detail?groupId=70007#CVE-2026-32871)</pre>
| <pre>🚨 CRITICAL</pre> | [fastmcp] Path traversal vulnerability in URL
construction allows attackers to bypass API prefix restrictions and
access arbitrary backend endpoints using unencoded path parameters,
enabling authenticated SSRF attacks. |
|
<pre>[CVE-2026-27124](https://app.aikido.dev/issues/25944204/detail?groupId=70007#CVE-2026-27124)</pre>
| <pre>HIGH</pre> | [fastmcp] OAuthProxy fails to validate user consent
when receiving authorization codes from GitHub, allowing attackers to
exploit GitHub's consent-skipping behavior to gain unauthorized access
to FastMCP servers through a Confused Deputy attack. |
|
<pre>[CVE-2025-64340](https://app.aikido.dev/issues/25944204/detail?groupId=70007#CVE-2025-64340)</pre>
| <pre>MEDIUM</pre> | [fastmcp] Server names with shell metacharacters
can cause command injection on Windows when passed to install commands,
allowing arbitrary code execution through cmd.exe interpretation of .cmd
wrapper files. |
|
<pre>[CVE-2026-34520](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34520)</pre>
| <pre>🚨 CRITICAL</pre> | [aiohttp] is an asynchronous HTTP
client/server framework for asyncio and Python. Prior to version 3.13.4,
the C parser (the default for most installs) accepted null bytes and
control characters in response headers. This issue has been patched in
version 3.13.4. |
|
<pre>[CVE-2026-34516](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34516)</pre>
| <pre>HIGH</pre> | [aiohttp] A response with an excessive number of
multipart headers can consume more memory than intended, leading to a
denial of service (DoS) vulnerability through resource exhaustion. |
|
<pre>[CVE-2026-22815](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-22815)</pre>
| <pre>MEDIUM</pre> | [aiohttp] is an asynchronous HTTP client/server
framework for asyncio and Python. Prior to version 3.13.4, insufficient
restrictions in header/trailer handling could cause uncapped memory
usage. This issue has been patched in version 3.13.4. |
|
<pre>[CVE-2026-34515](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34515)</pre>
| <pre>MEDIUM</pre> | [aiohttp] is an asynchronous HTTP client/server
framework for asyncio and Python. Prior to version 3.13.4, on Windows
the static resource handler may expose information about a NTLMv2 remote
path. This issue has been patched in version 3.13.4. |
|
<pre>[CVE-2026-34525](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34525)</pre>
| <pre>MEDIUM</pre> | [aiohttp] is an asynchronous HTTP client/server
framework for asyncio and Python. Prior to version 3.13.4, multiple Host
headers were allowed in aiohttp. This issue has been patched in version
3.13.4. |
|
<pre>[CVE-2026-34513](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34513)</pre>
| <pre>LOW</pre> | [aiohttp] is an asynchronous HTTP client/server
framework for asyncio and Python. Prior to version 3.13.4, an unbounded
DNS cache could result in excessive memory usage possibly resulting in a
DoS situation. This issue has been patched in version 3.13.4. |
|
<pre>[CVE-2026-34514](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34514)</pre>
| <pre>LOW</pre> | [aiohttp] is an asynchronous HTTP client/server
framework for asyncio and Python. Prior to version 3.13.4, an attacker
who controls the content_type parameter in aiohttp could use this to
inject extra headers or similar exploits. This issue has been patched in
version 3.13.4. |
|
<pre>[CVE-2026-34517](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34517)</pre>
| <pre>LOW</pre> | [aiohttp] is an asynchronous HTTP client/server
framework for asyncio and Python. Prior to version 3.13.4, for some
multipart form fields, aiohttp read the entire field into memory before
checking client_max_size. This issue has been patched in version 3.13.4.
|
|
<pre>[CVE-2026-34518](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34518)</pre>
| <pre>LOW</pre> | [aiohttp] When following redirects to a different
origin, the framework fails to drop the Cookie and Proxy-Authorization
headers alongside the Authorization header, potentially leaking
sensitive authentication credentials to untrusted domains. |
|
<pre>[CVE-2026-34519](https://app.aikido.dev/issues/25944198/detail?groupId=70007#CVE-2026-34519)</pre>
| <pre>LOW</pre> | [aiohttp] is an asynchronous HTTP client/server
framework for asyncio and Python. Prior to version 3.13.4, an attacker
who controls the reason parameter when creating a Response may be able
to inject extra headers or similar exploits. This issue has been patched
in version 3.13.4. |
|
<pre>[CVE-2026-39892](https://app.aikido.dev/issues/25637201/detail?groupId=70007#CVE-2026-39892)</pre>
| <pre>MEDIUM</pre> | [cryptography] Non-contiguous buffers passed to
cryptographic APIs can cause buffer overflows, potentially leading to
memory corruption and arbitrary code execution. |
|
<pre>[CVE-2026-34452](https://app.aikido.dev/issues/25944200/detail?groupId=70007#CVE-2026-34452)</pre>
| <pre>MEDIUM</pre> | [anthropic] A time-of-check-time-of-use (TOCTOU)
vulnerability in the async filesystem memory tool allows local attackers
to escape the sandbox directory via symlink manipulation, enabling
arbitrary file read/write operations outside the intended memory
directory. |
|
<pre>[CVE-2026-34450](https://app.aikido.dev/issues/25944200/detail?groupId=70007#CVE-2026-34450)</pre>
| <pre>MEDIUM</pre> | [anthropic] The local filesystem memory tool
created world-readable and potentially world-writable files, allowing
local attackers to read persisted agent state or modify memory files to
influence model behavior. |


</details>

Co-authored-by: aikido-autofix[bot] <119856028+aikido-autofix[bot]@users.noreply.github.com>
 2026-04-10 08:54:53 +00:00
James Brunton e10c5f6283 Redesign Python AI engine (#5991) 
# Description of Changes
Redesign the Python AI engine to be properly agentic and make use of
`pydantic-ai` instead of `langchain` for correctness and ergonomics.
This should be a good foundation for us to build our AI engine on going
forwards.
 2026-03-26 10:35:47 +00:00
James Brunton c58a6092ec Add SaaS AI engine (#5907) 2026-03-16 11:01:50 +00:00