LLMOrchestrator/USER_GUIDE.html at master · HelixDevelopment/LLMOrchestrator · GitHub

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<body>
<header id="title-block-header">
<h1 class="title">USER_GUIDE</h1>
</header>
<h1 id="user-guide">User Guide</h1>
<h2 id="installation">Installation</h2>
<div class="sourceCode" id="cb1"><pre
class="sourceCode bash"><code class="sourceCode bash"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="ex">go</span> get digital.vasic.llmorchestrator</span></code></pre></div>
<p>Or clone and build:</p>
<div class="sourceCode" id="cb2"><pre
class="sourceCode bash"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">git</span> clone https://github.com/vasic-digital/LLMOrchestrator.git</span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="bu">cd</span> LLMOrchestrator</span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="ex">go</span> build ./...</span></code></pre></div>
<h2 id="configuration">Configuration</h2>
<ol type="1">
<li>Copy <code>.env.example</code> to <code>.env</code></li>
<li>Set agent binary paths (ensure CLIs are installed)</li>
<li>Configure API keys for each provider</li>
<li>Adjust pool size and timeouts as needed</li>
</ol>
<h2 id="usage-as-library">Usage as Library</h2>
<h3 id="basic-agent-pool">Basic Agent Pool</h3>
<div class="sourceCode" id="cb3"><pre class="sourceCode go"><code class="sourceCode go"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="kw">package</span> main</span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="kw">import</span> <span class="op">(</span></span>
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a>    <span class="st">&quot;context&quot;</span></span>
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>    <span class="st">&quot;digital.vasic.llmorchestrator/pkg/agent&quot;</span></span>
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a>    <span class="st">&quot;digital.vasic.llmorchestrator/pkg/adapter&quot;</span></span>
<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a><span class="op">)</span></span>
<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a><span class="kw">func</span> main<span class="op">()</span> <span class="op">{</span></span>
<span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a>    pool <span class="op">:=</span> agent<span class="op">.</span>NewPool<span class="op">()</span></span>
<span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-12"><a href="#cb3-12" aria-hidden="true" tabindex="-1"></a>    <span class="co">// Register agents.</span></span>
<span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a>    claude <span class="op">:=</span> adapter<span class="op">.</span>NewClaudeCodeAgent<span class="op">(</span><span class="st">&quot;claude-1&quot;</span><span class="op">,</span> adapter<span class="op">.</span>AdapterConfig<span class="op">{</span></span>
<span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a>        BinaryPath<span class="op">:</span> <span class="st">&quot;/usr/local/bin/claude&quot;</span><span class="op">,</span></span>
<span id="cb3-15"><a href="#cb3-15" aria-hidden="true" tabindex="-1"></a>        Timeout<span class="op">:</span>    <span class="dv">60</span> <span class="op">*</span> time<span class="op">.</span>Second<span class="op">,</span></span>
<span id="cb3-16"><a href="#cb3-16" aria-hidden="true" tabindex="-1"></a>    <span class="op">})</span></span>
<span id="cb3-17"><a href="#cb3-17" aria-hidden="true" tabindex="-1"></a>    pool<span class="op">.</span>Register<span class="op">(</span>claude<span class="op">)</span></span>
<span id="cb3-18"><a href="#cb3-18" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-19"><a href="#cb3-19" aria-hidden="true" tabindex="-1"></a>    <span class="co">// Acquire an agent.</span></span>
<span id="cb3-20"><a href="#cb3-20" aria-hidden="true" tabindex="-1"></a>    ctx <span class="op">:=</span> context<span class="op">.</span>Background<span class="op">()</span></span>
<span id="cb3-21"><a href="#cb3-21" aria-hidden="true" tabindex="-1"></a>    a<span class="op">,</span> _ <span class="op">:=</span> pool<span class="op">.</span>Acquire<span class="op">(</span>ctx<span class="op">,</span> agent<span class="op">.</span>AgentRequirements<span class="op">{</span>NeedsVision<span class="op">:</span> <span class="ot">true</span><span class="op">})</span></span>
<span id="cb3-22"><a href="#cb3-22" aria-hidden="true" tabindex="-1"></a>    <span class="cf">defer</span> pool<span class="op">.</span>Release<span class="op">(</span>a<span class="op">)</span></span>
<span id="cb3-23"><a href="#cb3-23" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-24"><a href="#cb3-24" aria-hidden="true" tabindex="-1"></a>    <span class="co">// Start and send.</span></span>
<span id="cb3-25"><a href="#cb3-25" aria-hidden="true" tabindex="-1"></a>    a<span class="op">.</span>Start<span class="op">(</span>ctx<span class="op">)</span></span>
<span id="cb3-26"><a href="#cb3-26" aria-hidden="true" tabindex="-1"></a>    resp<span class="op">,</span> _ <span class="op">:=</span> a<span class="op">.</span>Send<span class="op">(</span>ctx<span class="op">,</span> <span class="st">&quot;Analyze this screen&quot;</span><span class="op">)</span></span>
<span id="cb3-27"><a href="#cb3-27" aria-hidden="true" tabindex="-1"></a>    fmt<span class="op">.</span>Println<span class="op">(</span>resp<span class="op">.</span>Content<span class="op">)</span></span>
<span id="cb3-28"><a href="#cb3-28" aria-hidden="true" tabindex="-1"></a>    a<span class="op">.</span>Stop<span class="op">(</span>ctx<span class="op">)</span></span>
<span id="cb3-29"><a href="#cb3-29" aria-hidden="true" tabindex="-1"></a><span class="op">}</span></span></code></pre></div>
<h3 id="file-based-communication">File-Based Communication</h3>
<div class="sourceCode" id="cb4"><pre class="sourceCode go"><code class="sourceCode go"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>ft<span class="op">,</span> _ <span class="op">:=</span> protocol<span class="op">.</span>NewFileTransport<span class="op">(</span><span class="st">&quot;/tmp/helix-session-001&quot;</span><span class="op">)</span></span>
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>ft<span class="op">.</span>WriteToInbox<span class="op">(</span>protocol<span class="op">.</span>FileMessage<span class="op">{</span></span>
<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>    ID<span class="op">:</span> <span class="st">&quot;task-1&quot;</span><span class="op">,</span> Type<span class="op">:</span> <span class="st">&quot;instruction&quot;</span><span class="op">,</span> Content<span class="op">:</span> <span class="st">&quot;Navigate to settings&quot;</span><span class="op">,</span></span>
<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a><span class="op">})</span></span>
<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a>results<span class="op">,</span> _ <span class="op">:=</span> ft<span class="op">.</span>ReadFromOutbox<span class="op">()</span></span></code></pre></div>
<h3 id="response-parsing">Response Parsing</h3>
<div class="sourceCode" id="cb5"><pre class="sourceCode go"><code class="sourceCode go"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>p <span class="op">:=</span> parser<span class="op">.</span>NewParser<span class="op">()</span></span>
<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a>result<span class="op">,</span> _ <span class="op">:=</span> p<span class="op">.</span>Parse<span class="op">(</span>rawLLMOutput<span class="op">)</span></span>
<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a>fmt<span class="op">.</span>Println<span class="op">(</span>result<span class="op">.</span>Actions<span class="op">)</span></span>
<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a>fmt<span class="op">.</span>Println<span class="op">(</span>result<span class="op">.</span>Issues<span class="op">)</span></span></code></pre></div>
<h2 id="standalone-cli">Standalone CLI</h2>
<div class="sourceCode" id="cb6"><pre
class="sourceCode bash"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Start orchestrator.</span></span>
<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a><span class="va">HELIX_ENV_FILE</span><span class="op">=</span>.env <span class="ex">go</span> run cmd/orchestrator/main.go</span>
<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Version.</span></span>
<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a><span class="ex">go</span> run cmd/orchestrator/main.go version</span></code></pre></div>
<h2 id="troubleshooting">Troubleshooting</h2>
<ul>
<li><strong>Agent fails to start</strong>: Verify binary path exists and
is executable</li>
<li><strong>Circuit breaker opens</strong>: Check agent logs, increase
timeout or retry count</li>
<li><strong>Path traversal error</strong>: File names cannot contain
<code>..</code> or be absolute paths</li>
</ul>
</body>
</html>