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<h1 id="kubernetes-deployment-k3s">Kubernetes Deployment (k3s)</h1>
<p>Deploy the OpenAIRE-AI-Research-Evaluator with Helm on k3s.</p>
<h2 id="prerequisites">Prerequisites</h2>
<ul>
<li>k3s cluster running</li>
<li><code>helm</code> installed</li>
<li>Access to the Docker image <code>ethicalabs/openaire-research-evaluator:latest</code></li>
<li>The Echo-DSRN model (public on HuggingFace, baked into the image at build)</li>
</ul>
<h2 id="1-install">1. Install</h2>
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>helm<span class="w"> </span>install<span class="w"> </span>evaluator<span class="w"> </span>./helm/openaire-research-evaluator<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="w"> </span>--set<span class="w"> </span>secrets.hfToken<span class="o">=</span>hf_...<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="w"> </span>--set<span class="w"> </span>secrets.secretKey<span class="o">=</span><span class="k">$(</span>openssl<span class="w"> </span>rand<span class="w"> </span>-hex<span class="w"> </span><span class="m">32</span><span class="k">)</span><span class="w"> </span><span class="se">\</span>
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a><span class="w"> </span>--set<span class="w"> </span>ingress.host<span class="o">=</span>openaire-eval.local<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a><span class="w"> </span>--set<span class="w"> </span>config.llmBaseUrl<span class="o">=</span>http://&lt;llm-server-host&gt;:&lt;llm-server-port&gt;/v1
</code></pre></div>
<p>Or create a <code>values.local.yaml</code>:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="nt">secrets</span><span class="p">:</span>
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a><span class="w"> </span><span class="nt">hfToken</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hf_...</span>
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a><span class="w"> </span><span class="nt">secretKey</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">abc123...</span>
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a><span class="w"> </span><span class="nt">hfClientId</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
<a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a><span class="w"> </span><span class="nt">hfClientSecret</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
<a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a><span class="nt">ingress</span><span class="p">:</span>
<a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a><span class="w"> </span><span class="nt">host</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">openaire-eval.local</span>
<a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a><span class="nt">config</span><span class="p">:</span>
<a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a><span class="w"> </span><span class="nt">llmBaseUrl</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">http://&lt;llm-server-host&gt;:&lt;llm-server-port&gt;/v1</span>
<a id="__codelineno-1-10" name="__codelineno-1-10" href="#__codelineno-1-10"></a><span class="w"> </span><span class="c1"># Active collab annotation round (stamped on new papers/annotations).</span>
<a id="__codelineno-1-11" name="__codelineno-1-11" href="#__codelineno-1-11"></a><span class="w"> </span><span class="nt">modelVersion</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;v0.1.4&quot;</span>
<a id="__codelineno-1-12" name="__codelineno-1-12" href="#__codelineno-1-12"></a><span class="w"> </span><span class="c1"># Set true to close the hub (browse-only). Default false.</span>
<a id="__codelineno-1-13" name="__codelineno-1-13" href="#__codelineno-1-13"></a><span class="w"> </span><span class="nt">hubReadOnly</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>helm<span class="w"> </span>install<span class="w"> </span>evaluator<span class="w"> </span>./helm/openaire-research-evaluator<span class="w"> </span>-f<span class="w"> </span>values.local.yaml
</code></pre></div>
<p>The web container runs <code>alembic upgrade head</code> on startup — existing rows are
backfilled to the legacy round (<code>v0.1.3</code>) and stay browsable at
<code>/collab/archive/v0.1.3/</code>.</p>
<h2 id="2-access">2. Access</h2>
<div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>kubectl<span class="w"> </span>port-forward<span class="w"> </span>svc/evaluator-openaire-research-evaluator-web<span class="w"> </span><span class="m">7860</span>:7860
</code></pre></div>
<p>App at <code>http://localhost:7860</code>. With Ingress configured, at <code>http://openaire-eval.local</code>.</p>
<p><strong>Local DNS setup:</strong> add to <code>/etc/hosts</code>:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a><span class="nb">echo</span><span class="w"> </span><span class="s2">&quot;127.0.0.1 openaire-eval.local&quot;</span><span class="w"> </span><span class="p">|</span><span class="w"> </span>sudo<span class="w"> </span>tee<span class="w"> </span>-a<span class="w"> </span>/etc/hosts
</code></pre></div>
<p>Then access at <code>http://openaire-eval.local</code> (k3s Traefik listens on port 80).</p>
<h2 id="components">Components</h2>
<table>
<thead>
<tr>
<th>Component</th>
<th>Service</th>
<th>Port</th>
</tr>
</thead>
<tbody>
<tr>
<td>Web (FastAPI + Vue)</td>
<td><code>&lt;release&gt;-web</code></td>
<td>7860</td>
</tr>
<tr>
<td>PostgreSQL</td>
<td><code>&lt;release&gt;-postgres</code></td>
<td>5432</td>
</tr>
<tr>
<td>Redis</td>
<td><code>&lt;release&gt;-redis</code></td>
<td>6379</td>
</tr>
<tr>
<td>Worker (Celery)</td>
<td>— (internal)</td>
<td>—</td>
</tr>
</tbody>
</table>
<h2 id="troubleshooting">Troubleshooting</h2>
<p>Check web pod logs for alembic migration status:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a>kubectl<span class="w"> </span>logs<span class="w"> </span>deployment/evaluator-openaire-research-evaluator-web
</code></pre></div>
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