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| <h1 id="quick-start">Quick Start</h1> |
| <h2 id="prerequisites">Prerequisites</h2> |
| <ul> |
| <li><strong>Python</strong> ≥ 3.12 (tested with 3.12.3)</li> |
| <li><strong>Node.js</strong> ≥ 22 (tested with 22.22.3)</li> |
| <li><strong>npm</strong> ≥ 10 (tested with 10.9.8)</li> |
| <li><strong>Docker</strong> (optional, for containerised deployment)</li> |
| </ul> |
| <h2 id="docker-compose">Docker Compose</h2> |
| <p>The Echo-DSRN classifier is a gated HF model. Before building:</p> |
| <ol> |
| <li><a href="https://huggingface.co/ethicalabs/Echo-DSRN-v0.1.3-Research-Intent-CLF">Request access</a> to the model repo</li> |
| <li>Create an <a href="https://huggingface.co/settings/tokens">HF access token</a> with read permissions</li> |
| <li>Add it to <code>.env</code>: <code>HF_TOKEN=hf_...</code></li> |
| </ol> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>make<span class="w"> </span>rebuild<span class="w"> </span><span class="c1"># builds Docker image with the gated model</span> |
| <a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a>docker<span class="w"> </span>compose<span class="w"> </span>up<span class="w"> </span>-d |
| </code></pre></div> |
| <p>App serves on <code>http://localhost:7860</code>. Redis, the web server, and a Celery worker start automatically.</p> |
| <h2 id="python">Python</h2> |
| <h3 id="uv">uv</h3> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>uv<span class="w"> </span>run<span class="w"> </span>python<span class="w"> </span>backend/server.py |
| </code></pre></div> |
| <h3 id="pip">pip</h3> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>pip<span class="w"> </span>install<span class="w"> </span>-r<span class="w"> </span>requirements.txt |
| <a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a>python<span class="w"> </span>backend/server.py |
| </code></pre></div> |
| <p>Build the frontend first: <code>cd frontend && npm ci && npm run build</code>. App serves on <code>http://localhost:7860</code>.</p> |
| <h2 id="makefile">Makefile</h2> |
| <div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>make<span class="w"> </span><span class="nb">help</span><span class="w"> </span><span class="c1"># list all targets</span> |
| <a id="__codelineno-3-2" name="__codelineno-3-2" href="#__codelineno-3-2"></a>make<span class="w"> </span>up<span class="w"> </span><span class="c1"># docker compose up -d</span> |
| <a id="__codelineno-3-3" name="__codelineno-3-3" href="#__codelineno-3-3"></a>make<span class="w"> </span>build-docker<span class="w"> </span><span class="c1"># build the Docker image</span> |
| <a id="__codelineno-3-4" name="__codelineno-3-4" href="#__codelineno-3-4"></a>make<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="c1"># run pytest</span> |
| <a id="__codelineno-3-5" name="__codelineno-3-5" href="#__codelineno-3-5"></a>make<span class="w"> </span>lint<span class="w"> </span><span class="c1"># pre-commit hooks</span> |
| <a id="__codelineno-3-6" name="__codelineno-3-6" href="#__codelineno-3-6"></a>make<span class="w"> </span>migrate<span class="w"> </span><span class="c1"># alembic upgrade head</span> |
| <a id="__codelineno-3-7" name="__codelineno-3-7" href="#__codelineno-3-7"></a>make<span class="w"> </span>judge<span class="w"> </span><span class="nv">N</span><span class="o">=</span><span class="m">100</span><span class="w"> </span><span class="c1"># run LLM-as-Judge (sync)</span> |
| <a id="__codelineno-3-8" name="__codelineno-3-8" href="#__codelineno-3-8"></a>make<span class="w"> </span>judge-async<span class="w"> </span><span class="nv">N</span><span class="o">=</span><span class="m">100</span><span class="w"> </span><span class="c1"># dispatch to Celery worker</span> |
| </code></pre></div> |
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