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dependabot[bot]
82cbcada39
chore(ui-deps): bump lucide-react from 0.542.0 to 0.545.0 in /llama_stack/ui (#3788)
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Bumps
[lucide-react](https://github.com/lucide-icons/lucide/tree/HEAD/packages/lucide-react)
from 0.542.0 to 0.545.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/lucide-icons/lucide/releases">lucide-react's
releases</a>.</em></p>
<blockquote>
<h2>Version 0.545.0</h2>
<h2>What's Changed</h2>
<ul>
<li>fix(icons): changed <code>flame</code> icon by <a
href="https://github.com/jamiemlaw"><code>@​jamiemlaw</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3600">lucide-icons/lucide#3600</a></li>
<li>fix(icons): arcified <code>square-m</code> icon by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3549">lucide-icons/lucide#3549</a></li>
<li>chore(deps-dev): bump vite from 6.3.5 to 6.3.6 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3611">lucide-icons/lucide#3611</a></li>
<li>fix(icons): changed <code>combine</code> icon by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3200">lucide-icons/lucide#3200</a></li>
<li>fix(icons): changed <code>building-2</code> icon by <a
href="https://github.com/karsa-mistmere"><code>@​karsa-mistmere</code></a>
in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3509">lucide-icons/lucide#3509</a></li>
<li>chore(deps): bump devalue from 5.1.1 to 5.3.2 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3638">lucide-icons/lucide#3638</a></li>
<li>feat(icons): Add <code>motorbike</code> icon by <a
href="https://github.com/jamiemlaw"><code>@​jamiemlaw</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3371">lucide-icons/lucide#3371</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/lucide-icons/lucide/compare/0.544.0...0.545.0">https://github.com/lucide-icons/lucide/compare/0.544.0...0.545.0</a></p>
<h2>Version 0.544.0</h2>
<h2>What's Changed</h2>
<ul>
<li>docs: update lucide-static documentation about raw string imports by
<a href="https://github.com/pascalduez"><code>@​pascalduez</code></a> in
<a
href="https://redirect.github.com/lucide-icons/lucide/pull/3524">lucide-icons/lucide#3524</a></li>
<li>feat(icons): added <code>ev-charger</code> icon by <a
href="https://github.com/UsamaKhan"><code>@​UsamaKhan</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/2781">lucide-icons/lucide#2781</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/pascalduez"><code>@​pascalduez</code></a> made
their first contribution in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3524">lucide-icons/lucide#3524</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/lucide-icons/lucide/compare/0.543.0...0.544.0">https://github.com/lucide-icons/lucide/compare/0.543.0...0.544.0</a></p>
<h2>Version 0.543.0</h2>
<h2>What's Changed</h2>
<ul>
<li>feat(preview-comment): put x-ray at top if there are more than 7
changed icons to prevent them from being cut of by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3589">lucide-icons/lucide#3589</a></li>
<li>fix(icons): changed <code>church</code> icon by <a
href="https://github.com/karsa-mistmere"><code>@​karsa-mistmere</code></a>
in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/2971">lucide-icons/lucide#2971</a></li>
<li>chore(metadata): Added tags to <code>messages-square</code> by <a
href="https://github.com/jamiemlaw"><code>@​jamiemlaw</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3529">lucide-icons/lucide#3529</a></li>
<li>fix(icons): Optimise <code>bug</code> icons by <a
href="https://github.com/jamiemlaw"><code>@​jamiemlaw</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3574">lucide-icons/lucide#3574</a></li>
<li>fix(icons): changed list/text &amp; derived icons by <a
href="https://github.com/karsa-mistmere"><code>@​karsa-mistmere</code></a>
in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3568">lucide-icons/lucide#3568</a></li>
<li>fix(icons): changed <code>panel-top-bottom-dashed</code> icon by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3584">lucide-icons/lucide#3584</a></li>
<li>fix(icons): changed <code>message-square-quote</code> icon by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3550">lucide-icons/lucide#3550</a></li>
<li>fix(meta): added tag to <code>ship</code> metadata by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3559">lucide-icons/lucide#3559</a></li>
<li>fix(meta): add tags to <code>id-card-lanyard</code> metadata by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3534">lucide-icons/lucide#3534</a></li>
<li>fix(icons): changed <code>calendar-cog</code> icon by <a
href="https://github.com/jguddas"><code>@​jguddas</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3583">lucide-icons/lucide#3583</a></li>
<li>chore(deps): bump astro from 5.5.2 to 5.13.2 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3564">lucide-icons/lucide#3564</a></li>
<li>feat(packages): add new package for flutter by <a
href="https://github.com/vqh2602"><code>@​vqh2602</code></a> in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3536">lucide-icons/lucide#3536</a></li>
<li>feat(icons): added <code>house-heart</code> icon by <a
href="https://github.com/danielbayley"><code>@​danielbayley</code></a>
in <a
href="https://redirect.github.com/lucide-icons/lucide/pull/3239">lucide-icons/lucide#3239</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/lucide-icons/lucide/compare/0.542.0...0.543.0">https://github.com/lucide-icons/lucide/compare/0.542.0...0.543.0</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="1cfb3ff70e"><code>1cfb3ff</code></a>
chore(deps-dev): bump vite from 6.3.5 to 6.3.6 (<a
href="https://github.com/lucide-icons/lucide/tree/HEAD/packages/lucide-react/issues/3611">#3611</a>)</li>
<li>See full diff in <a
href="https://github.com/lucide-icons/lucide/commits/0.545.0/packages/lucide-react">compare
view</a></li>
</ul>
</details>
<br />


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dependabot[bot]
e94840d298
chore(ui-deps): bump framer-motion from 12.23.12 to 12.23.24 in /llama_stack/ui (#3792)
Bumps [framer-motion](https://github.com/motiondivision/motion) from
12.23.12 to 12.23.24.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/motiondivision/motion/blob/main/CHANGELOG.md">framer-motion's
changelog</a>.</em></p>
<blockquote>
<h2>[12.23.24] 2025-10-10</h2>
<h3>Fixed</h3>
<ul>
<li>Ensure that when a component remounts, it continues to fire
animations even when <code>initial={false}</code>.</li>
</ul>
<h2>[12.23.23] 2025-10-10</h2>
<h3>Added</h3>
<ul>
<li>Exporting <code>PresenceChild</code> and <code>PopChild</code> type
for internal use.</li>
</ul>
<h2>[12.23.22] 2025-09-25</h2>
<h3>Added</h3>
<ul>
<li>Exporting <code>HTMLElements</code> and <code>useComposedRefs</code>
type for internal use.</li>
</ul>
<h2>[12.23.21] 2025-09-24</h2>
<h3>Fixed</h3>
<ul>
<li>Fixing main-thread <code>scroll</code> with animations that contain
<code>delay</code>.</li>
</ul>
<h2>[12.23.20] 2025-09-24</h2>
<h3>Fixed</h3>
<ul>
<li>Suppress non-animatable value warning for instant animations.</li>
</ul>
<h2>[12.23.19] 2025-09-23</h2>
<h3>Fixed</h3>
<ul>
<li>Remove support for changing <code>ref</code> prop.</li>
</ul>
<h2>[12.23.18] 2025-09-19</h2>
<h3>Fixed</h3>
<ul>
<li><code>&lt;motion /&gt;</code> components now support changing
<code>ref</code> prop.</li>
</ul>
<h2>[12.23.17] 2025-09-19</h2>
<h3>Fixed</h3>
<ul>
<li>Ensure <code>animate()</code> <code>onComplete</code> only fires
once, when all values are complete.</li>
</ul>
<h2>[12.23.16] 2025-09-19</h2>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="b5df740a46"><code>b5df740</code></a>
v12.23.24</li>
<li><a
href="808ebce630"><code>808ebce</code></a>
Updating changelog</li>
<li><a
href="237eee2246"><code>237eee2</code></a>
v12.23.23</li>
<li><a
href="834965c803"><code>834965c</code></a>
Updating changelog</li>
<li><a
href="40690864e9"><code>4069086</code></a>
Update README.md</li>
<li><a
href="6da6b61e94"><code>6da6b61</code></a>
Update README.md with new sponsor links</li>
<li><a
href="e36683149d"><code>e366831</code></a>
Update README.md</li>
<li><a
href="7796f4f1e0"><code>7796f4f</code></a>
Update Gold section with new links and images</li>
<li><a
href="d1bb93757c"><code>d1bb937</code></a>
Update sponsor section in README.md</li>
<li><a
href="97fba16059"><code>97fba16</code></a>
Update sponsorship logos in README</li>
<li>Additional commits viewable in <a
href="https://github.com/motiondivision/motion/compare/v12.23.12...v12.23.24">compare
view</a></li>
</ul>
</details>
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dependabot[bot]
25ea94fcf7
chore(ui-deps): bump eslint from 9.26.0 to 9.37.0 in /llama_stack/ui (#3791)
Bumps [eslint](https://github.com/eslint/eslint) from 9.26.0 to 9.37.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/eslint/eslint/releases">eslint's
releases</a>.</em></p>
<blockquote>
<h2>v9.37.0</h2>
<h2>Features</h2>
<ul>
<li><a
href="39f7fb493a"><code>39f7fb4</code></a>
feat: <code>preserve-caught-error</code> should recognize all static
&quot;cause&quot; keys (<a
href="https://redirect.github.com/eslint/eslint/issues/20163">#20163</a>)
(Pixel998)</li>
<li><a
href="f81eabc584"><code>f81eabc</code></a>
feat: support TS syntax in <code>no-restricted-imports</code> (<a
href="https://redirect.github.com/eslint/eslint/issues/19562">#19562</a>)
(Nitin Kumar)</li>
</ul>
<h2>Bug Fixes</h2>
<ul>
<li><a
href="a129cced7a"><code>a129cce</code></a>
fix: correct <code>no-loss-of-precision</code> false positives for
leading zeros (<a
href="https://redirect.github.com/eslint/eslint/issues/20164">#20164</a>)
(Francesco Trotta)</li>
<li><a
href="09e04fcc3f"><code>09e04fc</code></a>
fix: add missing AST token types (<a
href="https://redirect.github.com/eslint/eslint/issues/20172">#20172</a>)
(Pixel998)</li>
<li><a
href="861c6da2bd"><code>861c6da</code></a>
fix: correct <code>ESLint</code> typings (<a
href="https://redirect.github.com/eslint/eslint/issues/20122">#20122</a>)
(Pixel998)</li>
</ul>
<h2>Documentation</h2>
<ul>
<li><a
href="b950359c5f"><code>b950359</code></a>
docs: fix typos across the docs (<a
href="https://redirect.github.com/eslint/eslint/issues/20182">#20182</a>)
(루밀LuMir)</li>
<li><a
href="42498a2798"><code>42498a2</code></a>
docs: improve ToC accessibility by hiding non-semantic character (<a
href="https://redirect.github.com/eslint/eslint/issues/20181">#20181</a>)
(Percy Ma)</li>
<li><a
href="29ea092b93"><code>29ea092</code></a>
docs: Update README (GitHub Actions Bot)</li>
<li><a
href="5c97a04578"><code>5c97a04</code></a>
docs: show <code>availableUntil</code> in deprecated rule banner (<a
href="https://redirect.github.com/eslint/eslint/issues/20170">#20170</a>)
(Pixel998)</li>
<li><a
href="90a71bf502"><code>90a71bf</code></a>
docs: update <code>README</code> files to add badge and instructions (<a
href="https://redirect.github.com/eslint/eslint/issues/20115">#20115</a>)
(루밀LuMir)</li>
<li><a
href="1603ae1526"><code>1603ae1</code></a>
docs: update references from <code>master</code> to <code>main</code>
(<a
href="https://redirect.github.com/eslint/eslint/issues/20153">#20153</a>)
(루밀LuMir)</li>
</ul>
<h2>Chores</h2>
<ul>
<li><a
href="afe8a13469"><code>afe8a13</code></a>
chore: update <code>@eslint/js</code> dependency to version 9.37.0 (<a
href="https://redirect.github.com/eslint/eslint/issues/20183">#20183</a>)
(Francesco Trotta)</li>
<li><a
href="abee4ca1fa"><code>abee4ca</code></a>
chore: package.json update for <code>@​eslint/js</code> release
(Jenkins)</li>
<li><a
href="fc9381f6ca"><code>fc9381f</code></a>
chore: fix typos in comments (<a
href="https://redirect.github.com/eslint/eslint/issues/20175">#20175</a>)
(overlookmotel)</li>
<li><a
href="e1574a22d3"><code>e1574a2</code></a>
chore: unpin jiti (<a
href="https://redirect.github.com/eslint/eslint/issues/20173">#20173</a>)
(renovate[bot])</li>
<li><a
href="e1ac05e2fa"><code>e1ac05e</code></a>
refactor: mark <code>ESLint.findConfigFile()</code> as
<code>async</code>, add missing docs (<a
href="https://redirect.github.com/eslint/eslint/issues/20157">#20157</a>)
(Pixel998)</li>
<li><a
href="347906d627"><code>347906d</code></a>
chore: update eslint (<a
href="https://redirect.github.com/eslint/eslint/issues/20149">#20149</a>)
(renovate[bot])</li>
<li><a
href="0cb5897e24"><code>0cb5897</code></a>
test: remove tmp dir created for circular fixes in multithread mode test
(<a
href="https://redirect.github.com/eslint/eslint/issues/20146">#20146</a>)
(Milos Djermanovic)</li>
<li><a
href="bb995665e3"><code>bb99566</code></a>
ci: pin <code>jiti</code> to version 2.5.1 (<a
href="https://redirect.github.com/eslint/eslint/issues/20151">#20151</a>)
(Pixel998)</li>
<li><a
href="177f669adc"><code>177f669</code></a>
perf: improve worker count calculation for <code>&quot;auto&quot;</code>
concurrency (<a
href="https://redirect.github.com/eslint/eslint/issues/20067">#20067</a>)
(Francesco Trotta)</li>
<li><a
href="448b57bca3"><code>448b57b</code></a>
chore: Mark deprecated formatting rules as available until v11.0.0 (<a
href="https://redirect.github.com/eslint/eslint/issues/20144">#20144</a>)
(Milos Djermanovic)</li>
</ul>
<h2>v9.36.0</h2>
<h2>Features</h2>
<ul>
<li><a
href="47afcf668d"><code>47afcf6</code></a>
feat: correct <code>preserve-caught-error</code> edge cases (<a
href="https://redirect.github.com/eslint/eslint/issues/20109">#20109</a>)
(Francesco Trotta)</li>
</ul>
<h2>Bug Fixes</h2>
<ul>
<li><a
href="75b74d865d"><code>75b74d8</code></a>
fix: add missing rule option types (<a
href="https://redirect.github.com/eslint/eslint/issues/20127">#20127</a>)
(ntnyq)</li>
<li><a
href="1c0d85049e"><code>1c0d850</code></a>
fix: update <code>eslint-all.js</code> to use <code>Object.freeze</code>
for <code>rules</code> object (<a
href="https://redirect.github.com/eslint/eslint/issues/20116">#20116</a>)
(루밀LuMir)</li>
<li><a
href="7d61b7fadc"><code>7d61b7f</code></a>
fix: add missing scope types to <code>Scope.type</code> (<a
href="https://redirect.github.com/eslint/eslint/issues/20110">#20110</a>)
(Pixel998)</li>
<li><a
href="7a670c301b"><code>7a670c3</code></a>
fix: correct rule option typings in <code>rules.d.ts</code> (<a
href="https://redirect.github.com/eslint/eslint/issues/20084">#20084</a>)
(Pixel998)</li>
</ul>
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<li><a
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docs: update examples to use <code>defineConfig</code> (<a
href="https://redirect.github.com/eslint/eslint/issues/20131">#20131</a>)
(sethamus)</li>
<li><a
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docs: fix typos (<a
href="https://redirect.github.com/eslint/eslint/issues/20118">#20118</a>)
(Pixel998)</li>
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docs: Update README (GitHub Actions Bot)</li>
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docs: Update README (GitHub Actions Bot)</li>
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docs: Update README (GitHub Actions Bot)</li>
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<h2>Chores</h2>
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<li><a
href="12411e8d45"><code>12411e8</code></a>
chore: upgrade <code>@​eslint/js</code><a
href="https://github.com/9"><code>@​9</code></a>.36.0 (<a
href="https://redirect.github.com/eslint/eslint/issues/20139">#20139</a>)
(Milos Djermanovic)</li>
<li><a
href="488cba6b39"><code>488cba6</code></a>
chore: package.json update for <code>@​eslint/js</code> release
(Jenkins)</li>
</ul>
<!-- raw HTML omitted -->
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<p>... (truncated)</p>
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<li><a
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9.37.0</li>
<li><a
href="94865ff41c"><code>94865ff</code></a>
Build: changelog update for 9.37.0</li>
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href="afe8a13469"><code>afe8a13</code></a>
chore: update <code>@eslint/js</code> dependency to version 9.37.0 (<a
href="https://redirect.github.com/eslint/eslint/issues/20183">#20183</a>)</li>
<li><a
href="abee4ca1fa"><code>abee4ca</code></a>
chore: package.json update for <code>@​eslint/js</code> release</li>
<li><a
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docs: fix typos across the docs (<a
href="https://redirect.github.com/eslint/eslint/issues/20182">#20182</a>)</li>
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href="42498a2798"><code>42498a2</code></a>
docs: improve ToC accessibility by hiding non-semantic character (<a
href="https://redirect.github.com/eslint/eslint/issues/20181">#20181</a>)</li>
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chore: fix typos in comments (<a
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href="https://redirect.github.com/eslint/eslint/issues/20173">#20173</a>)</li>
<li><a
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docs: Update README</li>
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fix: correct <code>no-loss-of-precision</code> false positives for
leading zeros (<a
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chore(ui-deps): bump @types/react-dom from 19.2.0 to 19.2.1 in /llama_stack/ui (#3789)
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chore(ui-deps): bump @types/react from 19.2.0 to 19.2.2 in /llama_stack/ui (#3790)
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chore(python-deps): bump black from 25.1.0 to 25.9.0 (#3783)
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<details>
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<blockquote>
<h2>25.9.0</h2>
<h3>Highlights</h3>
<ul>
<li>Remove support for pre-python 3.7 <code>await/async</code> as soft
keywords/variable names
(<a
href="https://redirect.github.com/psf/black/issues/4676">#4676</a>)</li>
</ul>
<h3>Stable style</h3>
<ul>
<li>Fix crash while formatting a long <code>del</code> statement
containing tuples (<a
href="https://redirect.github.com/psf/black/issues/4628">#4628</a>)</li>
<li>Fix crash while formatting expressions using the walrus operator in
complex <code>with</code>
statements (<a
href="https://redirect.github.com/psf/black/issues/4630">#4630</a>)</li>
<li>Handle <code># fmt: skip</code> followed by a comment at the end of
file (<a
href="https://redirect.github.com/psf/black/issues/4635">#4635</a>)</li>
<li>Fix crash when a tuple appears in the <code>as</code> clause of a
<code>with</code> statement (<a
href="https://redirect.github.com/psf/black/issues/4634">#4634</a>)</li>
<li>Fix crash when tuple is used as a context manager inside a
<code>with</code> statement (<a
href="https://redirect.github.com/psf/black/issues/4646">#4646</a>)</li>
<li>Fix crash when formatting a <code>\</code> followed by a
<code>\r</code> followed by a comment (<a
href="https://redirect.github.com/psf/black/issues/4663">#4663</a>)</li>
<li>Fix crash on a <code>\\r\n</code> (<a
href="https://redirect.github.com/psf/black/issues/4673">#4673</a>)</li>
<li>Fix crash on <code>await ...</code> (where <code>...</code> is a
literal <code>Ellipsis</code>) (<a
href="https://redirect.github.com/psf/black/issues/4676">#4676</a>)</li>
<li>Fix crash on parenthesized expression inside a type parameter bound
(<a
href="https://redirect.github.com/psf/black/issues/4684">#4684</a>)</li>
<li>Fix crash when using line ranges excluding indented single line
decorated items
(<a
href="https://redirect.github.com/psf/black/issues/4670">#4670</a>)</li>
</ul>
<h3>Preview style</h3>
<ul>
<li>Fix a bug where one-liner functions/conditionals marked with <code>#
fmt: skip</code> would still
be formatted (<a
href="https://redirect.github.com/psf/black/issues/4552">#4552</a>)</li>
<li>Improve <code>multiline_string_handling</code> with ternaries and
dictionaries (<a
href="https://redirect.github.com/psf/black/issues/4657">#4657</a>)</li>
<li>Fix a bug where <code>string_processing</code> would not split
f-strings directly after
expressions (<a
href="https://redirect.github.com/psf/black/issues/4680">#4680</a>)</li>
<li>Wrap the <code>in</code> clause of comprehensions across lines if
necessary (<a
href="https://redirect.github.com/psf/black/issues/4699">#4699</a>)</li>
<li>Remove parentheses around multiple exception types in
<code>except</code> and <code>except*</code> without
<code>as</code>. (<a
href="https://redirect.github.com/psf/black/issues/4720">#4720</a>)</li>
<li>Add <code>\r</code> style newlines to the potential newlines to
normalize file newlines both from
and to (<a
href="https://redirect.github.com/psf/black/issues/4710">#4710</a>)</li>
</ul>
<h3>Parser</h3>
<ul>
<li>Rewrite tokenizer to improve performance and compliance (<a
href="https://redirect.github.com/psf/black/issues/4536">#4536</a>)</li>
<li>Fix bug where certain unusual expressions (e.g., lambdas) were not
accepted in type
parameter bounds and defaults. (<a
href="https://redirect.github.com/psf/black/issues/4602">#4602</a>)</li>
</ul>
<h3>Performance</h3>
<ul>
<li>Avoid using an extra process when running with only one worker (<a
href="https://redirect.github.com/psf/black/issues/4734">#4734</a>)</li>
</ul>
<h3>Integrations</h3>
<ul>
<li>Fix the version check in the vim file to reject Python 3.8 (<a
href="https://redirect.github.com/psf/black/issues/4567">#4567</a>)</li>
<li>Enhance GitHub Action <code>psf/black</code> to read Black version
from an additional section in
pyproject.toml: <code>[project.dependency-groups]</code> (<a
href="https://redirect.github.com/psf/black/issues/4606">#4606</a>)</li>
<li>Build gallery docker image with python3-slim and reduce image size
(<a
href="https://redirect.github.com/psf/black/issues/4686">#4686</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
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<details>
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<p><em>Sourced from <a
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changelog</a>.</em></p>
<blockquote>
<h2>25.9.0</h2>
<h3>Highlights</h3>
<ul>
<li>Remove support for pre-python 3.7 <code>await/async</code> as soft
keywords/variable names
(<a
href="https://redirect.github.com/psf/black/issues/4676">#4676</a>)</li>
</ul>
<h3>Stable style</h3>
<ul>
<li>Fix crash while formatting a long <code>del</code> statement
containing tuples (<a
href="https://redirect.github.com/psf/black/issues/4628">#4628</a>)</li>
<li>Fix crash while formatting expressions using the walrus operator in
complex <code>with</code>
statements (<a
href="https://redirect.github.com/psf/black/issues/4630">#4630</a>)</li>
<li>Handle <code># fmt: skip</code> followed by a comment at the end of
file (<a
href="https://redirect.github.com/psf/black/issues/4635">#4635</a>)</li>
<li>Fix crash when a tuple appears in the <code>as</code> clause of a
<code>with</code> statement (<a
href="https://redirect.github.com/psf/black/issues/4634">#4634</a>)</li>
<li>Fix crash when tuple is used as a context manager inside a
<code>with</code> statement (<a
href="https://redirect.github.com/psf/black/issues/4646">#4646</a>)</li>
<li>Fix crash when formatting a <code>\</code> followed by a
<code>\r</code> followed by a comment (<a
href="https://redirect.github.com/psf/black/issues/4663">#4663</a>)</li>
<li>Fix crash on a <code>\\r\n</code> (<a
href="https://redirect.github.com/psf/black/issues/4673">#4673</a>)</li>
<li>Fix crash on <code>await ...</code> (where <code>...</code> is a
literal <code>Ellipsis</code>) (<a
href="https://redirect.github.com/psf/black/issues/4676">#4676</a>)</li>
<li>Fix crash on parenthesized expression inside a type parameter bound
(<a
href="https://redirect.github.com/psf/black/issues/4684">#4684</a>)</li>
<li>Fix crash when using line ranges excluding indented single line
decorated items
(<a
href="https://redirect.github.com/psf/black/issues/4670">#4670</a>)</li>
</ul>
<h3>Preview style</h3>
<ul>
<li>Fix a bug where one-liner functions/conditionals marked with <code>#
fmt: skip</code> would still
be formatted (<a
href="https://redirect.github.com/psf/black/issues/4552">#4552</a>)</li>
<li>Improve <code>multiline_string_handling</code> with ternaries and
dictionaries (<a
href="https://redirect.github.com/psf/black/issues/4657">#4657</a>)</li>
<li>Fix a bug where <code>string_processing</code> would not split
f-strings directly after
expressions (<a
href="https://redirect.github.com/psf/black/issues/4680">#4680</a>)</li>
<li>Wrap the <code>in</code> clause of comprehensions across lines if
necessary (<a
href="https://redirect.github.com/psf/black/issues/4699">#4699</a>)</li>
<li>Remove parentheses around multiple exception types in
<code>except</code> and <code>except*</code> without
<code>as</code>. (<a
href="https://redirect.github.com/psf/black/issues/4720">#4720</a>)</li>
<li>Add <code>\r</code> style newlines to the potential newlines to
normalize file newlines both from
and to (<a
href="https://redirect.github.com/psf/black/issues/4710">#4710</a>)</li>
</ul>
<h3>Parser</h3>
<ul>
<li>Rewrite tokenizer to improve performance and compliance (<a
href="https://redirect.github.com/psf/black/issues/4536">#4536</a>)</li>
<li>Fix bug where certain unusual expressions (e.g., lambdas) were not
accepted in type
parameter bounds and defaults. (<a
href="https://redirect.github.com/psf/black/issues/4602">#4602</a>)</li>
</ul>
<h3>Performance</h3>
<ul>
<li>Avoid using an extra process when running with only one worker (<a
href="https://redirect.github.com/psf/black/issues/4734">#4734</a>)</li>
</ul>
<h3>Integrations</h3>
<ul>
<li>Fix the version check in the vim file to reject Python 3.8 (<a
href="https://redirect.github.com/psf/black/issues/4567">#4567</a>)</li>
<li>Enhance GitHub Action <code>psf/black</code> to read Black version
from an additional section in
pyproject.toml: <code>[project.dependency-groups]</code> (<a
href="https://redirect.github.com/psf/black/issues/4606">#4606</a>)</li>
</ul>
<!-- raw HTML omitted -->
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<p>... (truncated)</p>
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<details>
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<li><a
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Prepare docs for release 25.9.0 (<a
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<li><a
href="ffc01a0275"><code>ffc01a0</code></a>
Fix schema generation error caused by new click version (<a
href="https://redirect.github.com/psf/black/issues/4750">#4750</a>)</li>
<li><a
href="626b32fe2b"><code>626b32f</code></a>
Add normalizing for <code>\r</code> style newlines (<a
href="https://redirect.github.com/psf/black/issues/4710">#4710</a>)</li>
<li><a
href="57a461258f"><code>57a4612</code></a>
Fix mypy type issue (<a
href="https://redirect.github.com/psf/black/issues/4745">#4745</a>)</li>
<li><a
href="4f6ad7cf8c"><code>4f6ad7c</code></a>
Wrap the <code>in</code> clause of comprehensions across lines if
necessary (<a
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<li><a
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ci: Run diff-shades on unstable instead of preview (<a
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<li><a
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Bump actions/setup-python from 5 to 6 (<a
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<li><a
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Improve the performance of get_string_prefix (<a
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<li><a
href="1f779dec01"><code>1f779de</code></a>
Fix line ranges decorator edge case (<a
href="https://redirect.github.com/psf/black/issues/4670">#4670</a>)</li>
<li><a
href="203fd6b5cd"><code>203fd6b</code></a>
Optimize Line string method (<a
href="https://redirect.github.com/psf/black/issues/4739">#4739</a>)</li>
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chore(python-deps): bump ollama from 0.5.1 to 0.6.0 (#3786)
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<details>
<summary>Release notes</summary>
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<blockquote>
<h2>v0.6.0</h2>
<h2>What's Changed</h2>
<ul>
<li>
<p>client: add web search and web crawl capabilities by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/578">ollama/ollama-python#578</a></p>
</li>
<li>
<p>client: load OLLAMA_API_KEY on init by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/583">ollama/ollama-python#583</a></p>
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<li>
<p>client/types: update web search and fetch API by <a
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href="https://redirect.github.com/ollama/ollama-python/pull/584">ollama/ollama-python#584</a></p>
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<p>examples: add mcp server for web_search web_crawl by <a
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href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/588">ollama/ollama-python#588</a></p>
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<h2>v0.5.4</h2>
<h2>What's Changed</h2>
<ul>
<li>examples: add gpt-oss browser example by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/558">ollama/ollama-python#558</a></li>
<li>build(deps): bump actions/checkout from 4 to 5 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>[bot]
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<li>examples/gpt-oss: fix examples by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/566">ollama/ollama-python#566</a></li>
<li>Fix link for thinking-levels.py in documentation by <a
href="https://github.com/btjanaka"><code>@​btjanaka</code></a> in <a
href="https://redirect.github.com/ollama/ollama-python/pull/567">ollama/ollama-python#567</a></li>
<li>examples: fix gpt-oss-tools-stream for adding tool calls by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/568">ollama/ollama-python#568</a></li>
<li>examples: resolve invalid tool usage status code 400 if llm makes a
mistake gpt-oss by <a
href="https://github.com/MarkWard0110"><code>@​MarkWard0110</code></a>
in <a
href="https://redirect.github.com/ollama/ollama-python/pull/569">ollama/ollama-python#569</a></li>
<li>build(deps): bump actions/setup-python from 5 to 6 by <a
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<h2>v0.5.3</h2>
<h2>What's Changed</h2>
<ul>
<li>add support for 'high'/'medium'/'low' think values by <a
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<h2>v0.5.2</h2>
<h2>What's Changed</h2>
<ul>
<li>
<p>types/examples: add tool_name to message and examples by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/537">ollama/ollama-python#537</a></p>
</li>
<li>
<p>types: add <code>context_length</code> to ProcessResponse by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/538">ollama/ollama-python#538</a></p>
</li>
<li>
<p>types: relax type for tools by <a
href="https://github.com/ParthSareen"><code>@​ParthSareen</code></a> in
<a
href="https://redirect.github.com/ollama/ollama-python/pull/550">ollama/ollama-python#550</a></p>
</li>
<li>
<p>add license metadata to package by <a
href="https://github.com/ViViDboarder"><code>@​ViViDboarder</code></a>
in <a
href="https://redirect.github.com/ollama/ollama-python/pull/526">ollama/ollama-python#526</a></p>
</li>
</ul>
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<li><a
href="https://github.com/hwittenborn"><code>@​hwittenborn</code></a>
made their first contribution in <a
href="https://redirect.github.com/ollama/ollama-python/pull/525">ollama/ollama-python#525</a></li>
<li><a
href="https://github.com/ViViDboarder"><code>@​ViViDboarder</code></a>
made their first contribution in <a
href="https://redirect.github.com/ollama/ollama-python/pull/526">ollama/ollama-python#526</a></li>
</ul>
<!-- raw HTML omitted -->
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examples: gpt oss browser tool (<a
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<li><a
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examples: add mcp server for web_search web_crawl (<a
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<li><a
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client/types: update web search and fetch API (<a
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client: add web search and web crawl capabilities (<a
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2025-10-11 16:48:42 -07:00
Ashwin Bharambe
e6378872c7 fix(misc): pre-commit fix for server.py 2025-10-11 16:47:59 -07:00
Ashwin Bharambe
7c63aebd64
feat(responses)!: add reasoning and annotation added events (#3793)
Implements missing streaming events from OpenAI Responses API spec: 
 - reasoning text/summary events for o1/o3 models, 
 - refusal events for safety moderation
 - annotation events for citations, 
 - and file search streaming events. 
 
Added optional reasoning_content field to chat completion chunks to
support non-standard provider extensions.

**NOTE:** OpenAI does _not_ fill reasoning_content when users use the
chat_completion APIs. This means there is no way for us to implement
Responses (with reasoning) by using OpenAI chat completions! We'd need
to transparently punt to OpenAI's responses endpoints if we wish to do
that. For others though (vLLM, etc.) we can use it.

## Test Plan

File search streaming test passes:
```
./scripts/integration-tests.sh --stack-config server:ci-tests \
   --suite responses --setup gpt --inference-mode replay --pattern test_response_file_search_streaming_events
```

Need more complex setup and validation for reasoning tests (need a vLLM
powered OSS model maybe gpt-oss which can return reasoning_content). I
will do that in a followup PR.
2025-10-11 16:47:14 -07:00
Ashwin Bharambe
f365961731 fix(tests): handle TEST_CONTEXT not being set 2025-10-11 15:31:08 -07:00
dependabot[bot]
dac1d7be1c
chore(python-deps): bump fire from 0.7.0 to 0.7.1 (#3787)
Some checks failed
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Bumps [fire](https://github.com/google/python-fire) from 0.7.0 to 0.7.1.
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<ul>
<li>Use Neutral theme for IPython Inspector, supporting newer IPython
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href="https://redirect.github.com/google/python-fire/pull/588">google/python-fire#588</a></li>
<li>Call inspectutils.GetClassAttrsDict on component, not None in <a
href="https://redirect.github.com/google/python-fire/pull/606">google/python-fire#606</a></li>
<li>Move to pyproject.toml, adding wheel support in pypi</li>
<li>Use ty in place of pytype</li>
<li>Update requirements <a
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<li><a
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Update email address</li>
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Remove unused MANIFEST</li>
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Update pylint requirement from &lt;3.3.7 to &lt;3.3.8 (<a
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Update pytest requirement from &lt;=8.3.5 to &lt;=8.4.1 (<a
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Update hypothesis requirement from &lt;6.133.0 to &lt;6.136.0 (<a
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Use ty in place of pytype (<a
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Move to pyproject.toml (<a
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Bump version to 0.7.1 (<a
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chore(python-deps): bump psycopg2-binary from 2.9.10 to 2.9.11 (#3785)
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chore(github-deps): bump astral-sh/setup-uv from 6.8.0 to 7.0.0 (#3782)
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href="https://redirect.github.com/astral-sh/setup-uv/issues/612">#612</a>)</li>
<li>Use --force when pruning cache <a
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href="https://redirect.github.com/astral-sh/setup-uv/issues/611">#611</a>)</li>
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Francisco Arceo
a165b8b5bb
chore!: BREAKING CHANGE removing VectorDB APIs (#3774)
# What does this PR do?
Removes VectorDBs from API surface and our tests.

Moves tests to Vector Stores.

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->

---------

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-10-11 14:07:08 -07:00
ehhuang
06e4cd8e02
feat(api)!: BREAKING CHANGE: support passing extra_body through to providers (#3777)
Some checks failed
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Pre-commit / pre-commit (push) Successful in 1m27s
# What does this PR do?
Allows passing through extra_body parameters to inference providers.

With this, we removed the 2 vllm-specific parameters from completions
API into `extra_body`.
Before/After
<img width="1883" height="324" alt="image"
src="https://github.com/user-attachments/assets/acb27c08-c748-46c9-b1da-0de64e9908a1"
/>



closes #2720

## Test Plan
CI and added new test
```
❯ uv run pytest -s -v tests/integration/ --stack-config=server:starter --inference-mode=record -k 'not( builtin_tool or safety_with_image or code_interpreter or test_rag ) and test_openai_completion_guided_choice' --setup=vllm --suite=base --color=yes
Uninstalled 3 packages in 125ms
Installed 3 packages in 19ms
INFO     2025-10-10 14:29:54,317 tests.integration.conftest:118 tests: Applying setup 'vllm' for suite base
INFO     2025-10-10 14:29:54,331 tests.integration.conftest:47 tests: Test stack config type: server
         (stack_config=server:starter)
============================================================================================================== test session starts ==============================================================================================================
platform darwin -- Python 3.12.11, pytest-8.4.2, pluggy-1.6.0 -- /Users/erichuang/projects/llama-stack-1/.venv/bin/python
cachedir: .pytest_cache
metadata: {'Python': '3.12.11', 'Platform': 'macOS-15.6.1-arm64-arm-64bit', 'Packages': {'pytest': '8.4.2', 'pluggy': '1.6.0'}, 'Plugins': {'anyio': '4.9.0', 'html': '4.1.1', 'socket': '0.7.0', 'asyncio': '1.1.0', 'json-report': '1.5.0', 'timeout': '2.4.0', 'metadata': '3.1.1', 'cov': '6.2.1', 'nbval': '0.11.0'}}
rootdir: /Users/erichuang/projects/llama-stack-1
configfile: pyproject.toml
plugins: anyio-4.9.0, html-4.1.1, socket-0.7.0, asyncio-1.1.0, json-report-1.5.0, timeout-2.4.0, metadata-3.1.1, cov-6.2.1, nbval-0.11.0
asyncio: mode=Mode.AUTO, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function
collected 285 items / 284 deselected / 1 selected

tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=vllm/Qwen/Qwen3-0.6B]
instantiating llama_stack_client
Starting llama stack server with config 'starter' on port 8321...
Waiting for server at http://localhost:8321... (0.0s elapsed)
Waiting for server at http://localhost:8321... (0.5s elapsed)
Waiting for server at http://localhost:8321... (5.1s elapsed)
Waiting for server at http://localhost:8321... (5.6s elapsed)
Waiting for server at http://localhost:8321... (10.1s elapsed)
Waiting for server at http://localhost:8321... (10.6s elapsed)
Server is ready at http://localhost:8321
llama_stack_client instantiated in 11.773s
PASSEDTerminating llama stack server process...
Terminating process 98444 and its group...
Server process and children terminated gracefully


============================================================================================================= slowest 10 durations ==============================================================================================================
11.88s setup    tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=vllm/Qwen/Qwen3-0.6B]
3.02s call     tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=vllm/Qwen/Qwen3-0.6B]
0.01s teardown tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=vllm/Qwen/Qwen3-0.6B]
================================================================================================ 1 passed, 284 deselected, 3 warnings in 16.21s =================================================================================================
```
2025-10-10 16:21:44 -07:00
ehhuang
80d58ab519
chore: refactor (chat)completions endpoints to use shared params struct (#3761)
# What does this PR do?

Converts openai(_chat)_completions params to pydantic BaseModel to
reduce code duplication across all providers.

## Test Plan
CI









---
[//]: # (BEGIN SAPLING FOOTER)
Stack created with [Sapling](https://sapling-scm.com). Best reviewed
with
[ReviewStack](https://reviewstack.dev/llamastack/llama-stack/pull/3761).
* #3777
* __->__ #3761
2025-10-10 15:46:34 -07:00
Derek Higgins
6954fe2274
fix(auth): allow unauthenticated access to health and version endpoints (#3736)
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The AuthenticationMiddleware was blocking all requests without an
Authorization header, including health and version endpoints that are
needed by monitoring tools, load balancers, and Kubernetes probes.

This commit allows endpoints ending in /health or /version to bypass
authentication, enabling operational tooling to function properly
without requiring credentials.

Closes: #3735

Signed-off-by: Derek Higgins <derekh@redhat.com>
2025-10-10 13:41:43 -07:00
Varsha
32fde8d9a8
feat: Add /v1/embeddings endpoint to batches API (#3384)
# What does this PR do?
This PR extends the Llama Stack Batches API to support the
/v1/embeddings endpoint, enabling efficient batch processing of
embedding requests alongside the existing /v1/chat/completions and
/v1/completions support.

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->
Closes: https://github.com/llamastack/llama-stack/issues/3145

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->
```
(stack-client) ➜  llama-stack git:(support/embeddings-api) conda activate stack-client && python -m pytest tests/unit/providers/batches/test_reference.py -v                             
============================================================================================================================================ test session starts =============================================================================================================================================
platform darwin -- Python 3.12.11, pytest-7.4.4, pluggy-1.5.0 -- /Users/vnarsing/miniconda3/envs/stack-client/bin/python
cachedir: .pytest_cache
metadata: {'Python': '3.12.11', 'Platform': 'macOS-15.6.1-arm64-arm-64bit', 'Packages': {'pytest': '7.4.4', 'pluggy': '1.5.0'}, 'Plugins': {'asyncio': '0.23.8', 'cov': '6.0.0', 'timeout': '2.2.0', 'socket': '0.7.0', 'xdist': '3.8.0', 'html': '3.1.1', 'langsmith': '0.3.39', 'anyio': '4.8.0', 'metadata': '3.0.0'}}
rootdir: /Users/vnarsing/go/src/github/meta-llama/llama-stack
configfile: pyproject.toml
plugins: asyncio-0.23.8, cov-6.0.0, timeout-2.2.0, socket-0.7.0, xdist-3.8.0, html-3.1.1, langsmith-0.3.39, anyio-4.8.0, metadata-3.0.0
asyncio: mode=Mode.AUTO
collected 46 items                                                                                                                                                                                                                                                                                           

tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_create_and_retrieve_batch_success PASSED                                                                                                                                                                                [  2%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_create_batch_without_metadata PASSED                                                                                                                                                                                    [  4%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_create_batch_completion_window PASSED                                                                                                                                                                                   [  6%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_create_batch_invalid_endpoints[/v1/invalid/endpoint] PASSED                                                                                                                                                             [  8%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_create_batch_invalid_endpoints[] PASSED                                                                                                                                                                                 [ 10%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_create_batch_invalid_metadata PASSED                                                                                                                                                                                    [ 13%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_retrieve_batch_not_found PASSED                                                                                                                                                                                         [ 15%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_cancel_batch_success PASSED                                                                                                                                                                                             [ 17%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_cancel_batch_invalid_statuses[failed] PASSED                                                                                                                                                                            [ 19%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_cancel_batch_invalid_statuses[expired] PASSED                                                                                                                                                                           [ 21%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_cancel_batch_invalid_statuses[completed] PASSED                                                                                                                                                                         [ 23%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_cancel_batch_not_found PASSED                                                                                                                                                                                           [ 26%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_list_batches_empty PASSED                                                                                                                                                                                               [ 28%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_list_batches_single_batch PASSED                                                                                                                                                                                        [ 30%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_list_batches_multiple_batches PASSED                                                                                                                                                                                    [ 32%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_list_batches_with_limit PASSED                                                                                                                                                                                          [ 34%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_list_batches_with_pagination PASSED                                                                                                                                                                                     [ 36%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_list_batches_invalid_after PASSED                                                                                                                                                                                       [ 39%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_kvstore_persistence PASSED                                                                                                                                                                                              [ 41%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_file_not_found PASSED                                                                                                                                                                                    [ 43%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_file_exists_empty_content PASSED                                                                                                                                                                         [ 45%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_file_mixed_valid_invalid_json PASSED                                                                                                                                                                     [ 47%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_model PASSED                                                                                                                                                                                     [ 50%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_chat_completions[custom_id-custom_id-missing_required_parameter-Missing required parameter: custom_id] PASSED                                                                         [ 52%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_chat_completions[method-method-missing_required_parameter-Missing required parameter: method] PASSED                                                                                  [ 54%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_chat_completions[url-url-missing_required_parameter-Missing required parameter: url] PASSED                                                                                           [ 56%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_chat_completions[body-body-missing_required_parameter-Missing required parameter: body] PASSED                                                                                        [ 58%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_chat_completions[model-body.model-invalid_request-Model parameter is required] PASSED                                                                                                 [ 60%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_chat_completions[messages-body.messages-invalid_request-Messages parameter is required] PASSED                                                                                        [ 63%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_completions[custom_id-custom_id-missing_required_parameter-Missing required parameter: custom_id] PASSED                                                                              [ 65%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_completions[method-method-missing_required_parameter-Missing required parameter: method] PASSED                                                                                       [ 67%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_completions[url-url-missing_required_parameter-Missing required parameter: url] PASSED                                                                                                [ 69%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_completions[body-body-missing_required_parameter-Missing required parameter: body] PASSED                                                                                             [ 71%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_completions[model-body.model-invalid_request-Model parameter is required] PASSED                                                                                                      [ 73%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_missing_parameters_completions[prompt-body.prompt-invalid_request-Prompt parameter is required] PASSED                                                                                                   [ 76%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_url_mismatch PASSED                                                                                                                                                                                      [ 78%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_multiple_errors_per_request PASSED                                                                                                                                                                       [ 80%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_request_format PASSED                                                                                                                                                                            [ 82%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_parameter_types[custom_id-custom_id-12345-Custom_id must be a string] PASSED                                                                                                                     [ 84%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_parameter_types[url-url-123-URL must be a string] PASSED                                                                                                                                         [ 86%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_parameter_types[method-method-invalid_value2-Method must be a string] PASSED                                                                                                                     [ 89%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_parameter_types[body-body-invalid_value3-Body must be a JSON dictionary object] PASSED                                                                                                           [ 91%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_parameter_types[model-body.model-123-Model must be a string] PASSED                                                                                                                              [ 93%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_validate_input_invalid_parameter_types[messages-body.messages-invalid messages format-Messages must be an array] PASSED                                                                                                 [ 95%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_max_concurrent_batches PASSED                                                                                                                                                                                           [ 97%]
tests/unit/providers/batches/test_reference.py::TestReferenceBatchesImpl::test_create_batch_embeddings_endpoint PASSED                                                                                                                                                                                 [100%]

```

---------

Signed-off-by: Varsha Prasad Narsing <varshaprasad96@gmail.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-10-10 13:25:58 -07:00
Ashwin Bharambe
1394403360
feat(responses): implement usage tracking in streaming responses (#3771)
Implementats usage accumulation to StreamingResponseOrchestrator. 

The most important part was to pass `stream_options = { "include_usage":
true }` to the chat_completion call. This means I will have to record
all responses tests again because request hash will change :)

Test changes:
- Add usage assertions to streaming and non-streaming tests
- Update test recordings with actual usage data from OpenAI
2025-10-10 12:27:03 -07:00
Francisco Arceo
e7d21e1ee3
feat: Add support for Conversations in Responses API (#3743)
# What does this PR do?
This PR adds support for Conversations in Responses.

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

## Test Plan
Unit tests
Integration tests

<Details>
<Summary>Manual testing with this script: (click to expand)</Summary>

```python
from openai import OpenAI

client = OpenAI()
client = OpenAI(base_url="http://localhost:8321/v1/", api_key="none")

def test_conversation_create():
    print("Testing conversation create...")
    conversation = client.conversations.create(
        metadata={"topic": "demo"},
        items=[
            {"type": "message", "role": "user", "content": "Hello!"}
        ]
    )
    print(f"Created: {conversation}")
    return conversation

def test_conversation_retrieve(conv_id):
    print(f"Testing conversation retrieve for {conv_id}...")
    retrieved = client.conversations.retrieve(conv_id)
    print(f"Retrieved: {retrieved}")
    return retrieved

def test_conversation_update(conv_id):
    print(f"Testing conversation update for {conv_id}...")
    updated = client.conversations.update(
        conv_id,
        metadata={"topic": "project-x"}
    )
    print(f"Updated: {updated}")
    return updated

def test_conversation_delete(conv_id):
    print(f"Testing conversation delete for {conv_id}...")
    deleted = client.conversations.delete(conv_id)
    print(f"Deleted: {deleted}")
    return deleted

def test_conversation_items_create(conv_id):
    print(f"Testing conversation items create for {conv_id}...")
    items = client.conversations.items.create(
        conv_id,
        items=[
            {
                "type": "message",
                "role": "user",
                "content": [{"type": "input_text", "text": "Hello!"}]
            },
            {
                "type": "message",
                "role": "user",
                "content": [{"type": "input_text", "text": "How are you?"}]
            }
        ]
    )
    print(f"Items created: {items}")
    return items

def test_conversation_items_list(conv_id):
    print(f"Testing conversation items list for {conv_id}...")
    items = client.conversations.items.list(conv_id, limit=10)
    print(f"Items list: {items}")
    return items

def test_conversation_item_retrieve(conv_id, item_id):
    print(f"Testing conversation item retrieve for {conv_id}/{item_id}...")
    item = client.conversations.items.retrieve(conversation_id=conv_id, item_id=item_id)
    print(f"Item retrieved: {item}")
    return item

def test_conversation_item_delete(conv_id, item_id):
    print(f"Testing conversation item delete for {conv_id}/{item_id}...")
    deleted = client.conversations.items.delete(conversation_id=conv_id, item_id=item_id)
    print(f"Item deleted: {deleted}")
    return deleted

def test_conversation_responses_create():
    print("\nTesting conversation create for a responses example...")
    conversation = client.conversations.create()
    print(f"Created: {conversation}")

    response = client.responses.create(
      model="gpt-4.1",
      input=[{"role": "user", "content": "What are the 5 Ds of dodgeball?"}],
      conversation=conversation.id,
    )
    print(f"Created response: {response} for conversation {conversation.id}")

    return response, conversation

def test_conversations_responses_create_followup(
        conversation,
        content="Repeat what you just said but add 'this is my second time saying this'",
    ):
    print(f"Using: {conversation.id}")

    response = client.responses.create(
      model="gpt-4.1",
      input=[{"role": "user", "content": content}],
      conversation=conversation.id,
    )
    print(f"Created response: {response} for conversation {conversation.id}")

    conv_items = client.conversations.items.list(conversation.id)
    print(f"\nRetrieving list of items for conversation {conversation.id}:")
    print(conv_items.model_dump_json(indent=2))

def test_response_with_fake_conv_id():
    fake_conv_id = "conv_zzzzzzzzz5dc81908289d62779d2ac510a2b0b602ef00a44"
    print(f"Using {fake_conv_id}")
    try:
        response = client.responses.create(
          model="gpt-4.1",
          input=[{"role": "user", "content": "say hello"}],
          conversation=fake_conv_id,
        )
        print(f"Created response: {response} for conversation {fake_conv_id}")
    except Exception as e:
        print(f"failed to create response for conversation {fake_conv_id} with error {e}")


def main():
    print("Testing OpenAI Conversations API...")

    # Create conversation
    conversation = test_conversation_create()
    conv_id = conversation.id

    # Retrieve conversation
    test_conversation_retrieve(conv_id)

    # Update conversation
    test_conversation_update(conv_id)

    # Create items
    items = test_conversation_items_create(conv_id)

    # List items
    items_list = test_conversation_items_list(conv_id)

    # Retrieve specific item
    if items_list.data:
        item_id = items_list.data[0].id
        test_conversation_item_retrieve(conv_id, item_id)

        # Delete item
        test_conversation_item_delete(conv_id, item_id)

    # Delete conversation
    test_conversation_delete(conv_id)

    response, conversation2 = test_conversation_responses_create()
    print('\ntesting reseponse retrieval')
    test_conversation_retrieve(conversation2.id)

    print('\ntesting responses follow up')
    test_conversations_responses_create_followup(conversation2)

    print('\ntesting responses follow up x2!')

    test_conversations_responses_create_followup(
        conversation2,
        content="Repeat what you just said but add 'this is my third time saying this'",
    )

    test_response_with_fake_conv_id()

    print("All tests completed!")


if __name__ == "__main__":
    main()
```
</Details>

---------

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-10-10 11:57:40 -07:00
Ashwin Bharambe
932fea813a
fix(ci): remove responses from CI for now (#3773)
There are many changes to responses which are landing. They are
introducing fundamental new types. This means re-recordings even from
the inference calls. Let's avoid that for now.

Once everything lands I will re-record everything, make things pass and
re-enable.
2025-10-10 11:52:17 -07:00
Ashwin Bharambe
548ccff368
fix(mypy): fix wrong attribute access (#3770) 2025-10-10 09:30:43 -07:00
grs
8bf07f91cb
feat: reuse previous mcp tool listings where possible (#3710)
# What does this PR do?
This PR checks whether, if a previous response is linked, there are
mcp_list_tools objects that can be reused instead of listing the tools
explicitly every time.

 Closes #3106 

## Test Plan
Tested manually.
Added unit tests to cover new behaviour.

---------

Signed-off-by: Gordon Sim <gsim@redhat.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-10-10 09:28:25 -07:00
Matthew Farrellee
0066d986c5
feat: use SecretStr for inference provider auth credentials (#3724)
# What does this PR do?

use SecretStr for OpenAIMixin providers

- RemoteInferenceProviderConfig now has auth_credential: SecretStr
- the default alias is api_key (most common name)
- some providers override to use api_token (RunPod, vLLM, Databricks)
- some providers exclude it (Ollama, TGI, Vertex AI)

addresses #3517 

## Test Plan

ci w/ new tests
2025-10-10 07:32:50 -07:00
Derek Higgins
6d8f61206e
fix: update normalize to search all recordings dirs (#3767)
Updated scripts/normalize_recordings.py to dynamically find and process
all 'recordings' directories under tests/ using pathlib.rglob() instead
of hardcoding a single path.

Signed-off-by: Derek Higgins <derekh@redhat.com>
2025-10-10 07:32:14 -07:00
Ashwin Bharambe
e039b61d26
feat(responses)!: add in_progress, failed, content part events (#3765)
## Summary
- add schema + runtime support for response.in_progress /
response.failed / response.incomplete
- stream content parts with proper indexes and reasoning slots
- align tests + docs with the richer event payloads

## Testing
- uv run pytest
tests/unit/providers/agents/meta_reference/test_openai_responses.py::test_create_openai_response_with_string_input
- uv run pytest
tests/unit/providers/agents/meta_reference/test_response_conversion_utils.py
2025-10-10 07:27:34 -07:00
Akram Ben Aissi
a548169b99
fix: allow skipping model availability check for vLLM (#3739)
# What does this PR do?
<!-- Provide a short summary of what this PR does and why. Link to
relevant issues if applicable. -->
Allows model check to fail gracefully instead of crashing on startup.


<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->

set VLLM_URL to your VLLM server 

```
(base) akram@Mac llama-stack % LAMA_STACK_LOGGING="all=debug" VLLM_ENABLE_MODEL_DISCOVERY=false  MILVUS_DB_PATH=./milvus.db INFERENCE_MODEL=vllm uv run --with llama-stack llama stack build --distro starter  --image-type venv --run
```



```

INFO     2025-10-08 20:11:24,637 llama_stack.providers.utils.inference.inference_store:74 inference: Write queue disabled for SQLite to avoid concurrency issues
INFO     2025-10-08 20:11:24,866 llama_stack.providers.utils.responses.responses_store:96 openai_responses: Write queue disabled for SQLite to avoid concurrency issues
ERROR    2025-10-08 20:11:26,160 llama_stack.providers.utils.inference.openai_mixin:439 providers::utils: VLLMInferenceAdapter.list_provider_model_ids() failed with: <a
         href="https://oauth.akram.a1ey.p3.openshiftapps.com:443/oauth/authorize?approval_prompt=force&amp;client_id=system%3Aserviceaccount%3Arhoai-30-genai%3Adefault&amp;redirect_uri=ht
         tps%3A%2F%2Fvllm-rhoai-30-genai.apps.rosa.akram.a1ey.p3.openshiftapps.com%2Foauth%2Fcallback&amp;response_type=code&amp;scope=user%3Ainfo+user%3Acheck-access&amp;state=9fba207425
         5851c718aca717a5887d76%3A%2Fmodels">Found</a>.
         
[...]
INFO     2025-10-08 20:11:26,295 uvicorn.error:84 uncategorized: Started server process [83144]
INFO     2025-10-08 20:11:26,296 uvicorn.error:48 uncategorized: Waiting for application startup.
INFO     2025-10-08 20:11:26,297 llama_stack.core.server.server:170 core::server: Starting up
INFO     2025-10-08 20:11:26,297 llama_stack.core.stack:399 core: starting registry refresh task
INFO     2025-10-08 20:11:26,311 uvicorn.error:62 uncategorized: Application startup complete.
INFO     2025-10-08 20:11:26,312 uvicorn.error:216 uncategorized: Uvicorn running on http://['::', '0.0.0.0']:8321 (Press CTRL+C to quit)
ERROR    2025-10-08 20:11:26,791 llama_stack.providers.utils.inference.openai_mixin:439 providers::utils: VLLMInferenceAdapter.list_provider_model_ids() failed with: <a
         href="https://oauth.akram.a1ey.p3.openshiftapps.com:443/oauth/authorize?approval_prompt=force&amp;client_id=system%3Aserviceaccount%3Arhoai-30-genai%3Adefault&amp;redirect_uri=ht
         tps%3A%2F%2Fvllm-rhoai-30-genai.apps.rosa.akram.a1ey.p3.openshiftapps.com%2Foauth%2Fcallback&amp;response_type=code&amp;scope=user%3Ainfo+user%3Acheck-access&amp;state=8ef0cba3e1
         71a4f8b04cb445cfb91a4c%3A%2Fmodels">Found</a>.

```
2025-10-10 07:23:13 -07:00
Ashwin Bharambe
aaf5036235
feat(responses): add usage types to inference and responses APIs (#3764)
Some checks failed
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## Summary
Adds OpenAI-compatible usage tracking types to enable reporting token
consumption for both streaming and non-streaming responses.

## Type Definitions
**Chat Completion Usage** (inference API):
```python
class OpenAIChatCompletionUsage(BaseModel):
    prompt_tokens: int
    completion_tokens: int
    total_tokens: int
    prompt_tokens_details: OpenAIChatCompletionUsagePromptTokensDetails | None
    completion_tokens_details: OpenAIChatCompletionUsageCompletionTokensDetails | None
```

**Response Usage** (responses API):
```python
class OpenAIResponseUsage(BaseModel):
    input_tokens: int
    output_tokens: int
    total_tokens: int
    input_tokens_details: OpenAIResponseUsageInputTokensDetails | None
    output_tokens_details: OpenAIResponseUsageOutputTokensDetails | None
```

This matches OpenAI's usage reporting format and enables PR #3766 to
implement usage tracking in streaming responses.

Co-authored-by: Claude <noreply@anthropic.com>
2025-10-10 09:22:59 -04:00
Ashwin Bharambe
ebae0385bb
fix: update dangling references to llama download command (#3763)
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## Summary
After removing model management CLI in #3700, this PR updates remaining
references to the old `llama download` command to use `huggingface-cli
download` instead.

## Changes
- Updated error messages in `meta_reference/common.py` to recommend
`huggingface-cli download`
- Updated error messages in
`torchtune/recipes/lora_finetuning_single_device.py` to use
`huggingface-cli download`
- Updated post-training notebook to use `huggingface-cli download`
instead of `llama download`
- Fixed typo: "you model" -> "your model"

## Test Plan
- Verified error messages provide correct guidance for users
- Checked that notebook instructions are up-to-date with current tooling
2025-10-09 18:35:02 -07:00
Ashwin Bharambe
8fe4a216b5
fix(inference): propagate 401/403 errors from remote providers (#3762)
## Summary
Fixes #2990

Remote provider authentication errors (401/403) were being converted to
500 Internal Server Error, preventing users from understanding why their
requests failed.

## The Problem
When a request with an invalid API key was sent to a remote provider:
- Provider correctly returns 401 with error details
- Llama Stack's `translate_exception()` didn't recognize provider SDK
exceptions
- Fell through to generic 500 error handler
- User received: "Internal server error: An unexpected error occurred."

## The Fix
Added handler in `translate_exception()` that checks for exceptions with
a `status_code` attribute and preserves the original HTTP status code
and error message.

**Before:**
```json
HTTP 500
{"detail": "Internal server error: An unexpected error occurred."}
```

**After:**
```json
HTTP 401
{"detail": "Error code: 401 - {'error': {'message': 'Invalid API Key', 'type': 'invalid_request_error', 'code': 'invalid_api_key'}}"}
```

## Tested With
-  groq: 401 "Invalid API Key"  
-  openai: 401 "Incorrect API key provided"
-  together: 401 "Invalid API key provided"
-  fireworks: 403 "unauthorized"

## Test Plan

**Automated test script:**
https://gist.github.com/ashwinb/1199dd7585ffa3f4be67b111cc65f2f3

The test script:
1. Builds separate stacks for each provider
2. Registers models (with validation temporarily disabled for testing)
3. Sends requests with invalid API keys via `x-llamastack-provider-data`
header
4. Verifies HTTP status codes are 401/403 (not 500)

**Results before fix:** All providers returned 500  
**Results after fix:** All providers correctly return 401/403

**Manual verification:**
```bash
# 1. Build stack
llama stack build --image-type venv --providers inference=remote::groq

# 2. Start stack
llama stack run

# 3. Send request with invalid API key
curl http://localhost:8321/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H 'x-llamastack-provider-data: {"groq_api_key": "invalid-key"}' \
  -d '{"model": "groq/llama3-70b-8192", "messages": [{"role": "user", "content": "test"}]}'

# Expected: HTTP 401 with provider error message (not 500)
```

## Impact
- Works with all remote providers using OpenAI SDK (groq, openai,
together, fireworks, etc.)
- Works with any provider SDK that follows the pattern of exceptions
with `status_code` attribute
- No breaking changes - only affects error responses
2025-10-09 18:34:39 -07:00
Matthew Farrellee
145b2bcf25
feat: make object registration idempotent (#3752)
# What does this PR do?

objects (vector dbs, models, scoring functions, etc) have an identifier
and associated object values.

we allow exact duplicate registrations.

we reject registrations when the identifier exists and the associated
object values differ.

note: model are namespaced, i.e. {provider_id}/{identifier}, while other
object types are not

## Test Plan

ci w/ new tests
2025-10-09 17:04:28 -07:00
Sébastien Han
7ee0ee7843
chore!: remove model mgmt from CLI for Hugging Face CLI (#3700)
This change removes the `llama model` and `llama download` subcommands
from the CLI, replacing them with recommendations to use the Hugging
Face CLI instead.

Rationale for this change:
- The model management functionality was largely duplicating what
Hugging Face CLI already provides, leading to unnecessary maintenance
overhead (except the download source from Meta?)
- Maintaining our own implementation required fixing bugs and keeping up
with changes in model repositories and download mechanisms
- The Hugging Face CLI is more mature, widely adopted, and better
maintained
- This allows us to focus on the core Llama Stack functionality rather
than reimplementing model management tools

Changes made:
- Removed all model-related CLI commands and their implementations
- Updated documentation to recommend using `huggingface-cli` for model
downloads
- Removed Meta-specific download logic and statements
- Simplified the CLI to focus solely on stack management operations

Users should now use:
- `huggingface-cli download` for downloading models
- `huggingface-cli scan-cache` for listing downloaded models

This is a breaking change as it removes previously available CLI
commands.

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-10-09 16:50:33 -07:00
Ashwin Bharambe
841d0c3583
fix(testing): improve api_recorder error messages for missing recordings (#3760)
Replaces opaque error messages when recordings are not found with
somewhat better guidance

Before:
```
No recorded response found for request hash: abc123...
To record this response, run with LLAMA_STACK_TEST_INFERENCE_MODE=record
```

After:
```
Recording not found for request hash: abc123
Model: gpt-4 | Request: POST https://api.openai.com/v1/chat/completions

Run './scripts/integration-tests.sh --inference-mode record-if-missing' with required API keys to generate.
```
2025-10-09 15:04:16 -07:00
Ashwin Bharambe
a055a32ee4
fix(tests): remove chroma and qdrant from vector io unit tests (#3759)
These vector databases are already thoroughly tested in integration
tests.
Unit tests now focus on sqlite_vec, faiss, and pgvector with mocked
dependencies, removing the need for external service dependencies.

## Changes:
- Deleted test_qdrant.py unit test file
- Removed chroma/qdrant fixtures and parametrization from conftest.py
- Fixed SqliteKVStoreConfig import to use correct location
- Removed chromadb, qdrant-client, pymilvus, milvus-lite, and
  weaviate-client from unit test dependencies in pyproject.toml
2025-10-09 14:36:34 -07:00
Ashwin Bharambe
f50ce11a3b
feat(tests): make inference_recorder into api_recorder (include tool_invoke) (#3403)
Renames `inference_recorder.py` to `api_recorder.py` and extends it to
support recording/replaying tool invocations in addition to inference
calls.

This allows us to record web-search, etc. tool calls and thereafter
apply recordings for `tests/integration/responses`

## Test Plan

```
export OPENAI_API_KEY=...
export TAVILY_SEARCH_API_KEY=...

./scripts/integration-tests.sh --stack-config ci-tests \
   --suite responses --inference-mode record-if-missing
```
2025-10-09 14:27:51 -07:00
grs
26fd5dbd34
fix: add traces for tool calls and mcp tool listing (#3722)
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# What does this PR do?
Adds traces around tool execution and mcp tool listing for better
observability.

Closes #3108 

## Test Plan
Manually examined traces in jaeger to verify the added information was
available.

Signed-off-by: Gordon Sim <gsim@redhat.com>
2025-10-09 09:59:09 -07:00
Sébastien Han
4b9ebbf6a2
chore: revert "fix: Raising an error message to the user when registering an existing provider." (#3750)
Reverts llamastack/llama-stack#3624
Causing https://github.com/llamastack/llama-stack/issues/3749
2025-10-09 09:17:37 -04:00
ehhuang
05a62a6ffb
chore: print integration tests command (#3747)
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# What does this PR do?


## Test Plan

<img width="1104" height="60" alt="image"
src="https://github.com/user-attachments/assets/d4691a2e-c5ec-4df5-a15a-f86e667fdf8c"
/>
2025-10-08 15:12:13 -07:00
Ashwin Bharambe
16db42e7e5
feat(tests): add --collect-only option to integration test script (#3745)
Adds --collect-only flag to scripts/integration-tests.sh that skips
server startup and passes the flag to pytest for test collection only.
When specified, minimal flags are required (no --stack-config or --setup
needed).

## Changes
- Added `--collect-only` flag that skips server startup
- Made `--stack-config` and `--setup` optional when using
`--collect-only`
- Skip `llama` command check when collecting tests only

## Usage
```bash
# Collect tests without starting server
./scripts/integration-tests.sh --subdirs inference --collect-only
```
2025-10-08 14:20:34 -07:00
Francisco Arceo
b96640eca3
chore: Removing Weaviate, PGVector, and Milvus from unit tests (#3742)
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# What does this PR do?
Removing Weaviate, PostGres, and Milvus unit tests

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
2025-10-08 12:25:51 -07:00
Ashwin Bharambe
79bed44b04
fix(tests): ensure test isolation in server mode (#3737)
Propagate test IDs from client to server via HTTP headers to maintain
proper test isolation when running with server-based stack configs.
Without
this, recorded/replayed inference requests in server mode would leak
across
tests.

Changes:
- Patch client _prepare_request to inject test ID into provider data
header
- Sync test context from provider data on server side before storage
operations
- Set LLAMA_STACK_TEST_STACK_CONFIG_TYPE env var based on stack config
- Configure console width for cleaner log output in CI
- Add SQLITE_STORE_DIR temp directory for test data isolation
2025-10-08 12:03:36 -07:00
grs
96886afaca
fix(responses): fix regression in support for mcp tool require_approval argument (#3731)
# What does this PR do?

It prevents a tool call message being added to the chat completions
message without a corresponding tool call result, which is needed in the
case that an approval is required first or if the approval request is
denied. In both these cases the tool call messages is popped of the next
turn messages.

Closes #3728

## Test Plan
Ran the integration tests
Manual check of both approval and denial against gpt-4o

Signed-off-by: Gordon Sim <gsim@redhat.com>
2025-10-08 10:47:17 -04:00
Bill Murdock
5d711d4bcb
fix: Update watsonx.ai provider to use LiteLLM mixin and list all models (#3674)
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# What does this PR do?

- The watsonx.ai provider now uses the LiteLLM mixin instead of using
IBM's library, which does not seem to be working (see #3165 for
context).
- The watsonx.ai provider now lists all the models available by calling
the watsonx.ai server instead of having a hard coded list of known
models. (That list gets out of date quickly)
- An edge case in
[llama_stack/core/routers/inference.py](https://github.com/llamastack/llama-stack/pull/3674/files#diff-a34bc966ed9befd9f13d4883c23705dff49be0ad6211c850438cdda6113f3455)
is addressed that was causing my manual tests to fail.
- Fixes `b64_encode_openai_embeddings_response` which was trying to
enumerate over a dictionary and then reference elements of the
dictionary using .field instead of ["field"]. That method is called by
the LiteLLM mixin for embedding models, so it is needed to get the
watsonx.ai embedding models to work.
- A unit test along the lines of the one in #3348 is added. A more
comprehensive plan for automatically testing the end-to-end
functionality for inference providers would be a good idea, but is out
of scope for this PR.
- Updates to the watsonx distribution. Some were in response to the
switch to LiteLLM (e.g., updating the Python packages needed). Others
seem to be things that were already broken that I found along the way
(e.g., a reference to a watsonx specific doc template that doesn't seem
to exist).

Closes #3165

Also it is related to a line-item in #3387 but doesn't really address
that goal (because it uses the LiteLLM mixin, not the OpenAI one). I
tried the OpenAI one and it doesn't work with watsonx.ai, presumably
because the watsonx.ai service is not OpenAI compatible. It works with
LiteLLM because LiteLLM has a provider implementation for watsonx.ai.

## Test Plan

The test script below goes back and forth between the OpenAI and watsonx
providers. The idea is that the OpenAI provider shows how it should work
and then the watsonx provider output shows that it is also working with
watsonx. Note that the result from the MCP test is not as good (the
Llama 3.3 70b model does not choose tools as wisely as gpt-4o), but it
is still working and providing a valid response. For more details on
setup and the MCP server being used for testing, see [the AI Alliance
sample
notebook](https://github.com/The-AI-Alliance/llama-stack-examples/blob/main/notebooks/01-responses/)
that these examples are drawn from.

```python
#!/usr/bin/env python3

import json
from llama_stack_client import LlamaStackClient
from litellm import completion
import http.client


def print_response(response):
    """Print response in a nicely formatted way"""
    print(f"ID: {response.id}")
    print(f"Status: {response.status}")
    print(f"Model: {response.model}")
    print(f"Created at: {response.created_at}")
    print(f"Output items: {len(response.output)}")
    
    for i, output_item in enumerate(response.output):
        if len(response.output) > 1:
            print(f"\n--- Output Item {i+1} ---")
        print(f"Output type: {output_item.type}")
        
        if output_item.type in ("text", "message"):
            print(f"Response content: {output_item.content[0].text}")
        elif output_item.type == "file_search_call":
            print(f"  Tool Call ID: {output_item.id}")
            print(f"  Tool Status: {output_item.status}")
            # 'queries' is a list, so we join it for clean printing
            print(f"  Queries: {', '.join(output_item.queries)}")
            # Display results if they exist, otherwise note they are empty
            print(f"  Results: {output_item.results if output_item.results else 'None'}")
        elif output_item.type == "mcp_list_tools":
            print_mcp_list_tools(output_item)
        elif output_item.type == "mcp_call":
            print_mcp_call(output_item)
        else:
            print(f"Response content: {output_item.content}")


def print_mcp_call(mcp_call):
    """Print MCP call in a nicely formatted way"""
    print(f"\n🛠️  MCP Tool Call: {mcp_call.name}")
    print(f"   Server: {mcp_call.server_label}")
    print(f"   ID: {mcp_call.id}")
    print(f"   Arguments: {mcp_call.arguments}")
    
    if mcp_call.error:
        print("Error: {mcp_call.error}")
    elif mcp_call.output:
        print("Output:")
        # Try to format JSON output nicely
        try:
            parsed_output = json.loads(mcp_call.output)
            print(json.dumps(parsed_output, indent=4))
        except:
            # If not valid JSON, print as-is
            print(f"   {mcp_call.output}")
    else:
        print("    No output yet")


def print_mcp_list_tools(mcp_list_tools):
    """Print MCP list tools in a nicely formatted way"""
    print(f"\n🔧 MCP Server: {mcp_list_tools.server_label}")
    print(f"   ID: {mcp_list_tools.id}")
    print(f"   Available Tools: {len(mcp_list_tools.tools)}")
    print("=" * 80)
    
    for i, tool in enumerate(mcp_list_tools.tools, 1):
        print(f"\n{i}. {tool.name}")
        print(f"   Description: {tool.description}")
        
        # Parse and display input schema
        schema = tool.input_schema
        if schema and 'properties' in schema:
            properties = schema['properties']
            required = schema.get('required', [])
            
            print("   Parameters:")
            for param_name, param_info in properties.items():
                param_type = param_info.get('type', 'unknown')
                param_desc = param_info.get('description', 'No description')
                required_marker = " (required)" if param_name in required else " (optional)"
                print(f"     • {param_name} ({param_type}){required_marker}")
                if param_desc:
                    print(f"       {param_desc}")
        
        if i < len(mcp_list_tools.tools):
            print("-" * 40)


def main():
    """Main function to run all the tests"""
    
    # Configuration
    LLAMA_STACK_URL = "http://localhost:8321/"
    LLAMA_STACK_MODEL_IDS = [
        "openai/gpt-3.5-turbo",
        "openai/gpt-4o",
        "llama-openai-compat/Llama-3.3-70B-Instruct",
        "watsonx/meta-llama/llama-3-3-70b-instruct"
    ]
    
    # Using gpt-4o for this demo, but feel free to try one of the others or add more to run.yaml.
    OPENAI_MODEL_ID = LLAMA_STACK_MODEL_IDS[1]
    WATSONX_MODEL_ID = LLAMA_STACK_MODEL_IDS[-1]
    NPS_MCP_URL = "http://localhost:3005/sse/"
    
    print("=== Llama Stack Testing Script ===")
    print(f"Using OpenAI model: {OPENAI_MODEL_ID}")
    print(f"Using WatsonX model: {WATSONX_MODEL_ID}")
    print(f"MCP URL: {NPS_MCP_URL}")
    print()
    
    # Initialize client
    print("Initializing LlamaStackClient...")
    client = LlamaStackClient(base_url="http://localhost:8321")
    
    # Test 1: List models
    print("\n=== Test 1: List Models ===")
    try:
        models = client.models.list()
        print(f"Found {len(models)} models")
    except Exception as e:
        print(f"Error listing models: {e}")
        raise e
    
    # Test 2: Basic chat completion with OpenAI
    print("\n=== Test 2: Basic Chat Completion (OpenAI) ===")
    try:
        chat_completion_response = client.chat.completions.create(
            model=OPENAI_MODEL_ID,
            messages=[{"role": "user", "content": "What is the capital of France?"}]
        )
        
        print("OpenAI Response:")
        for chunk in chat_completion_response.choices[0].message.content:
            print(chunk, end="", flush=True)
        print()
    except Exception as e:
        print(f"Error with OpenAI chat completion: {e}")
        raise e
    
    # Test 3: Basic chat completion with WatsonX
    print("\n=== Test 3: Basic Chat Completion (WatsonX) ===")
    try:
        chat_completion_response_wxai = client.chat.completions.create(
            model=WATSONX_MODEL_ID,
            messages=[{"role": "user", "content": "What is the capital of France?"}],
        )
        
        print("WatsonX Response:")
        for chunk in chat_completion_response_wxai.choices[0].message.content:
            print(chunk, end="", flush=True)
        print()
    except Exception as e:
        print(f"Error with WatsonX chat completion: {e}")
        raise e
    
    # Test 4: Tool calling with OpenAI
    print("\n=== Test 4: Tool Calling (OpenAI) ===")
    tools = [
        {
            "type": "function",
            "function": {
                "name": "get_current_weather",
                "description": "Get the current weather for a specific location",
                "parameters": {
                    "type": "object",
                    "properties": {
                        "location": {
                            "type": "string",
                            "description": "The city and state, e.g., San Francisco, CA",
                        },
                        "unit": {
                            "type": "string",
                            "enum": ["celsius", "fahrenheit"]
                        },
                    },
                    "required": ["location"],
                },
            },
        }
    ]
    
    messages = [
        {"role": "user", "content": "What's the weather like in Boston, MA?"}
    ]
    
    try:
        print("--- Initial API Call ---")
        response = client.chat.completions.create(
            model=OPENAI_MODEL_ID,
            messages=messages,
            tools=tools,
            tool_choice="auto",  # "auto" is the default
        )
        print("OpenAI tool calling response received")
    except Exception as e:
        print(f"Error with OpenAI tool calling: {e}")
        raise e
    
    # Test 5: Tool calling with WatsonX
    print("\n=== Test 5: Tool Calling (WatsonX) ===")
    try:
        wxai_response = client.chat.completions.create(
            model=WATSONX_MODEL_ID,
            messages=messages,
            tools=tools,
            tool_choice="auto",  # "auto" is the default
        )
        print("WatsonX tool calling response received")
    except Exception as e:
        print(f"Error with WatsonX tool calling: {e}")
        raise e
    
    # Test 6: Streaming with WatsonX
    print("\n=== Test 6: Streaming Response (WatsonX) ===")
    try:
        chat_completion_response_wxai_stream = client.chat.completions.create(
            model=WATSONX_MODEL_ID,
            messages=[{"role": "user", "content": "What is the capital of France?"}],
            stream=True
        )
        print("Model response: ", end="")
        for chunk in chat_completion_response_wxai_stream:
            # Each 'chunk' is a ChatCompletionChunk object.
            # We want the content from the 'delta' attribute.
            if hasattr(chunk, 'choices') and chunk.choices is not None:
                content = chunk.choices[0].delta.content
                # The first few chunks might have None content, so we check for it.
                if content is not None:
                    print(content, end="", flush=True)
        print()
    except Exception as e:
        print(f"Error with streaming: {e}")
        raise e
    
    # Test 7: MCP with OpenAI
    print("\n=== Test 7: MCP Integration (OpenAI) ===")
    try:
        mcp_llama_stack_client_response = client.responses.create(
            model=OPENAI_MODEL_ID,
            input="Tell me about some parks in Rhode Island, and let me know if there are any upcoming events at them.",
            tools=[
                {
                    "type": "mcp",
                    "server_url": NPS_MCP_URL,
                    "server_label": "National Parks Service tools",
                    "allowed_tools": ["search_parks", "get_park_events"],
                }
            ]
        )
        print_response(mcp_llama_stack_client_response)
    except Exception as e:
        print(f"Error with MCP (OpenAI): {e}")
        raise e
    
    # Test 8: MCP with WatsonX
    print("\n=== Test 8: MCP Integration (WatsonX) ===")
    try:
        mcp_llama_stack_client_response = client.responses.create(
            model=WATSONX_MODEL_ID,
            input="What is the capital of France?"
        )
        print_response(mcp_llama_stack_client_response)
    except Exception as e:
        print(f"Error with MCP (WatsonX): {e}")
        raise e
    
    # Test 9: MCP with Llama 3.3
    print("\n=== Test 9: MCP Integration (Llama 3.3) ===")
    try:
        mcp_llama_stack_client_response = client.responses.create(
            model=WATSONX_MODEL_ID,
            input="Tell me about some parks in Rhode Island, and let me know if there are any upcoming events at them.",
            tools=[
                {
                    "type": "mcp",
                    "server_url": NPS_MCP_URL,
                    "server_label": "National Parks Service tools",
                    "allowed_tools": ["search_parks", "get_park_events"],
                }
            ]
        )
        print_response(mcp_llama_stack_client_response)
    except Exception as e:
        print(f"Error with MCP (Llama 3.3): {e}")
        raise e
    
    # Test 10: Embeddings
    print("\n=== Test 10: Embeddings ===")
    try:
        conn = http.client.HTTPConnection("localhost:8321")
        payload = json.dumps({
            "model": "watsonx/ibm/granite-embedding-278m-multilingual",
            "input": "Hello, world!",
        })
        headers = {
            'Content-Type': 'application/json',
            'Accept': 'application/json'
        }
        conn.request("POST", "/v1/openai/v1/embeddings", payload, headers)
        res = conn.getresponse()
        data = res.read()
        print(data.decode("utf-8"))
    except Exception as e:
        print(f"Error with Embeddings: {e}")
        raise e

    print("\n=== Testing Complete ===")


if __name__ == "__main__":
    main()
```

---------

Signed-off-by: Bill Murdock <bmurdock@redhat.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-10-08 07:29:43 -04:00
dependabot[bot]
62bac0aad4
chore(github-deps): bump actions/stale from 10.0.0 to 10.1.0 (#3684)
Bumps [actions/stale](https://github.com/actions/stale) from 10.0.0 to
10.1.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/actions/stale/releases">actions/stale's
releases</a>.</em></p>
<blockquote>
<h2>v10.1.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Add <code>only-issue-types</code> option to filter issues by type by
<a href="https://github.com/Bibo-Joshi"><code>@​Bibo-Joshi</code></a> in
<a
href="https://redirect.github.com/actions/stale/pull/1255">actions/stale#1255</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/Bibo-Joshi"><code>@​Bibo-Joshi</code></a> made
their first contribution in <a
href="https://redirect.github.com/actions/stale/pull/1255">actions/stale#1255</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/stale/compare/v10...v10.1.0">https://github.com/actions/stale/compare/v10...v10.1.0</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="5f858e3efb"><code>5f858e3</code></a>
Add <code>only-issue-types</code> option to filter issues by type (<a
href="https://redirect.github.com/actions/stale/issues/1255">#1255</a>)</li>
<li>See full diff in <a
href="3a9db7e6a4...5f858e3efb">compare
view</a></li>
</ul>
</details>
<br />


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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-10-08 12:16:54 +02:00
Omar Abdelwahab
702fcd1abf
fix: Raising an error message to the user when registering an existing provider. (#3624)
When the user wants to change the attributes (which could include model
name, dimensions,...etc) of an already registered provider, they will
get an error message asking that they first unregister the provider
before registering a new one.

# What does this PR do?
This PR updated the register function to raise an error to the user when
they attempt to register a provider that was already registered asking
them to un-register the existing provider first.

<!-- If resolving an issue, uncomment and update the line below -->
#2313

## Test Plan
Tested the change with /tests/unit/registry/test_registry.py

---------

Co-authored-by: Omar Abdelwahab <omara@fb.com>
2025-10-08 12:09:23 +02:00
ehhuang
0cde3d956d
chore: require valid logging category (#3712)
# What does this PR do?
grep'd and audited all usage of 'get_logger' with help of Claude.

## Test Plan
CI
2025-10-08 11:10:33 +02:00
ehhuang
a3f5072776
chore!: remove --env from llama stack run (#3711)
Some checks failed
Integration Auth Tests / test-matrix (oauth2_token) (push) Failing after 1s
SqlStore Integration Tests / test-postgres (3.12) (push) Failing after 1s
Installer CI / lint (push) Failing after 2s
SqlStore Integration Tests / test-postgres (3.13) (push) Failing after 0s
Installer CI / smoke-test-on-dev (push) Failing after 2s
Integration Tests (Replay) / Integration Tests (, , , client=, ) (push) Failing after 3s
Test Llama Stack Build / generate-matrix (push) Successful in 3s
Vector IO Integration Tests / test-matrix (push) Failing after 4s
Test External Providers Installed via Module / test-external-providers-from-module (venv) (push) Has been skipped
Test Llama Stack Build / build-custom-container-distribution (push) Failing after 2s
Test Llama Stack Build / build-single-provider (push) Failing after 4s
Python Package Build Test / build (3.12) (push) Failing after 2s
Test Llama Stack Build / build-ubi9-container-distribution (push) Failing after 3s
Python Package Build Test / build (3.13) (push) Failing after 1s
API Conformance Tests / check-schema-compatibility (push) Successful in 10s
Unit Tests / unit-tests (3.12) (push) Failing after 3s
Test Llama Stack Build / build (push) Failing after 3s
Test External API and Providers / test-external (venv) (push) Failing after 3s
Unit Tests / unit-tests (3.13) (push) Failing after 3s
UI Tests / ui-tests (22) (push) Successful in 40s
Pre-commit / pre-commit (push) Successful in 1m18s
# What does this PR do?
user can simply set env vars in the beginning of the command.`FOO=BAR
llama stack run ...`

## Test Plan
Run
TELEMETRY_SINKS=coneol uv run --with llama-stack llama stack build
--distro=starter --image-type=venv --run




---
[//]: # (BEGIN SAPLING FOOTER)
Stack created with [Sapling](https://sapling-scm.com). Best reviewed
with
[ReviewStack](https://reviewstack.dev/llamastack/llama-stack/pull/3711).
* #3714
* __->__ #3711
2025-10-07 20:58:15 -07:00
slekkala1
1ac320b7e6
chore: remove dead code (#3729)
# What does this PR do?
Removing some dead code, found by vulture and checked by claude that
there are no references or imports for these


## Test Plan
CI
2025-10-07 20:26:02 -07:00
ehhuang
b6e9f41041
chore: Revert "fix: fix nvidia provider (#3716)" (#3730)
This reverts commit c940fe7938.

@wukaixingxp I stamped to fast. Let's wait for @mattf's review.
2025-10-07 19:16:51 -07:00