RavenClaws 1.1.0

Lightweight, secure Rust agent framework with multi-provider LLM support
Documentation 
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    <article class="doc-body">
      <p class="breadcrumb"><a href="/docs/">Docs</a> / Server mode</p>
      <h1>Server mode</h1>
      <p class="lead-box">RavenClaws can run as a long-lived HTTP server that exposes agent capabilities via a REST API. This enables integration with external systems, web UIs, CI/CD pipelines, and microservice architectures.</p>

      <h2 id="quick-start">Quick start</h2>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">shell</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-c"># Start the server on the default port (8080)</span>
ravenclaws --serve

<span class="tok-c"># With a custom port</span>
<span class="tok-k">export</span> RAVENCLAWS__RUNTIME__PORT=9090
ravenclaws --serve

<span class="tok-c"># With a config file</span>
ravenclaws --serve --config /path/to/config.toml</code></pre>
      </div>

      <h2 id="endpoints">Endpoints</h2>

      <h3><code>GET /health</code> — Liveness check</h3>
      <p>Returns <code>200 OK</code> with a JSON body indicating the server is alive.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">json</span><button class="code__copy" type="button">Copy</button></div>
<pre><code>{ <span class="tok-s">"status"</span>: <span class="tok-s">"ok"</span> }</code></pre>
      </div>

      <h3><code>GET /ready</code> — Readiness check</h3>
      <p>Returns <code>200 OK</code> once the server is fully initialized (LLM client loaded, tools registered). Returns <code>503 Service Unavailable</code> during startup.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">json</span><button class="code__copy" type="button">Copy</button></div>
<pre><code>{ <span class="tok-s">"status"</span>: <span class="tok-s">"ready"</span> }</code></pre>
      </div>

      <h3><code>GET /health/deep</code> — Deep health check</h3>
      <p>Returns detailed health information including uptime, request count, and LLM provider status.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">json</span><button class="code__copy" type="button">Copy</button></div>
<pre><code>{
  <span class="tok-s">"status"</span>: <span class="tok-s">"ok"</span>,
  <span class="tok-s">"uptime_secs"</span>: <span class="tok-n">3600</span>,
  <span class="tok-s">"requests_served"</span>: <span class="tok-n">42</span>,
  <span class="tok-s">"llm_provider"</span>: <span class="tok-s">"openai"</span>,
  <span class="tok-s">"llm_model"</span>: <span class="tok-s">"gpt-4o"</span>,
  <span class="tok-s">"tools_registered"</span>: <span class="tok-n">5</span>
}</code></pre>
      </div>

      <h3><code>GET /metrics</code> — Prometheus-style metrics</h3>
      <p>Returns basic operational metrics in Prometheus text format.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">text</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-c"># HELP ravenclaws_requests_total Total HTTP requests served</span>
<span class="tok-c"># TYPE ravenclaws_requests_total counter</span>
ravenclaws_requests_total <span class="tok-n">42</span>
<span class="tok-c"># HELP ravenclaws_uptime_seconds Server uptime in seconds</span>
<span class="tok-c"># TYPE ravenclaws_uptime_seconds gauge</span>
ravenclaws_uptime_seconds <span class="tok-n">3600</span></code></pre>
      </div>

      <h3><code>POST /chat</code> — Chat completion</h3>
      <p>Send a prompt and receive a response from the agent.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">json</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-c">// Request</span>
{ <span class="tok-s">"prompt"</span>: <span class="tok-s">"What is the capital of France?"</span>, <span class="tok-s">"stream"</span>: <span class="tok-k">false</span> }

<span class="tok-c">// Response</span>
{
  <span class="tok-s">"response"</span>: <span class="tok-s">"The capital of France is Paris."</span>,
  <span class="tok-s">"model"</span>: <span class="tok-s">"gpt-4o"</span>,
  <span class="tok-s">"usage"</span>: { <span class="tok-s">"prompt_tokens"</span>: <span class="tok-n">12</span>, <span class="tok-s">"completion_tokens"</span>: <span class="tok-n">8</span> }
}</code></pre>
      </div>

      <h3><code>POST /execute</code> — Execute a task with tools</h3>
      <p>Run a task that may involve tool calls. Returns a task ID for polling.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">json</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-c">// Request</span>
{ <span class="tok-s">"prompt"</span>: <span class="tok-s">"Search the web for latest Rust news"</span>, <span class="tok-s">"tools"</span>: [<span class="tok-s">"web_search"</span>] }

<span class="tok-c">// Response</span>
{ <span class="tok-s">"task_id"</span>: <span class="tok-s">"550e8400-e29b-41d4-a716-446655440000"</span>, <span class="tok-s">"status"</span>: <span class="tok-s">"running"</span> }</code></pre>
      </div>

      <h3><code>GET /tasks/{id}</code> — Poll task status</h3>
      <p>Check the status of an async task started via <code>/execute</code>.</p>
      <div class="code">
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<pre><code><span class="tok-c">// Response (running)</span>
{ <span class="tok-s">"task_id"</span>: <span class="tok-s">"550e8400-..."</span>, <span class="tok-s">"status"</span>: <span class="tok-s">"running"</span> }

<span class="tok-c">// Response (completed)</span>
{
  <span class="tok-s">"task_id"</span>: <span class="tok-s">"550e8400-..."</span>,
  <span class="tok-s">"status"</span>: <span class="tok-s">"completed"</span>,
  <span class="tok-s">"result"</span>: <span class="tok-s">"Latest Rust news: Rust 1.86 released with ..."</span>,
  <span class="tok-s">"tool_calls"</span>: [
    { <span class="tok-s">"tool"</span>: <span class="tok-s">"web_search"</span>, <span class="tok-s">"arguments"</span>: {<span class="tok-s">"query"</span>: <span class="tok-s">"latest Rust news"</span>}, <span class="tok-s">"result"</span>: <span class="tok-s">"..."</span> }
  ]
}</code></pre>
      </div>

      <h3><code>GET /tools</code> — List available tools</h3>
      <p>Returns all registered tools with their names and descriptions.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">json</span><button class="code__copy" type="button">Copy</button></div>
<pre><code>{
  <span class="tok-s">"tools"</span>: [
    { <span class="tok-s">"name"</span>: <span class="tok-s">"web_search"</span>, <span class="tok-s">"description"</span>: <span class="tok-s">"Search the web for information"</span> },
    { <span class="tok-s">"name"</span>: <span class="tok-s">"read_file"</span>, <span class="tok-s">"description"</span>: <span class="tok-s">"Read a file from the filesystem"</span> },
    { <span class="tok-s">"name"</span>: <span class="tok-s">"write_file"</span>, <span class="tok-s">"description"</span>: <span class="tok-s">"Write content to a file"</span> },
    { <span class="tok-s">"name"</span>: <span class="tok-s">"shell"</span>, <span class="tok-s">"description"</span>: <span class="tok-s">"Execute a shell command"</span> },
    { <span class="tok-s">"name"</span>: <span class="tok-s">"web_fetch"</span>, <span class="tok-s">"description"</span>: <span class="tok-s">"Fetch a URL and return its content"</span> }
  ]
}</code></pre>
      </div>

      <h3><code>POST /tools/{name}</code> — Execute a specific tool</h3>
      <p>Execute a single tool by name with provided arguments.</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">json</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-c">// Request</span>
{ <span class="tok-s">"arguments"</span>: { <span class="tok-s">"query"</span>: <span class="tok-s">"Rust programming language"</span> } }

<span class="tok-c">// Response</span>
{
  <span class="tok-s">"tool"</span>: <span class="tok-s">"web_search"</span>,
  <span class="tok-s">"result"</span>: <span class="tok-s">"Rust is a multi-paradigm, general-purpose programming language..."</span>,
  <span class="tok-s">"duration_ms"</span>: <span class="tok-n">450</span>
}</code></pre>
      </div>

      <h2 id="configuration">Configuration</h2>
      <h3>Port</h3>
      <p>The server port defaults to <code>8080</code> and can be configured via:</p>
      <ul>
        <li><strong>Config file:</strong> <code>[runtime] port = 9090</code></li>
        <li><strong>Environment variable:</strong> <code>RAVENCLAWS__RUNTIME__PORT=9090</code></li>
      </ul>

      <h3>TLS</h3>
      <p>TLS is not built into the server. For production deployments, place RavenClaws behind a reverse proxy (nginx, Caddy, Cloudflare Tunnel) that terminates TLS.</p>

      <h3>CORS</h3>
      <p>The server does not include built-in CORS headers. When calling from a browser, use a reverse proxy to add CORS headers as needed.</p>

      <h2 id="deployment">Deployment</h2>

      <h3>Docker</h3>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">shell</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-d">docker</span> run -d \
  --name ravenclaws \
  -p 8080:8080 \
  -e RAVENCLAWS__RUNTIME__PORT=8080 \
  -e OPENAI_API_KEY=sk-... \
  ghcr.io/egkristi/ravenclaws:latest \
  --serve</code></pre>
      </div>

      <h3>Kubernetes</h3>
      <p>The included Helm chart supports server mode. Set <code>mode: serve</code> in your values:</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">yaml</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-na">mode</span>: <span class="tok-s">serve</span>
<span class="tok-na">config</span>:
  <span class="tok-na">runtime</span>:
    <span class="tok-na">port</span>: <span class="tok-n">8080</span></code></pre>
      </div>
      <p>See the <a href="https://github.com/egkristi/RavenClaws/tree/master/charts/ravenclaws" rel="noopener">Helm chart</a> for full configuration options.</p>

      <h3>Systemd</h3>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">ini</span><button class="code__copy" type="button">Copy</button></div>
<pre><code>[Unit]
Description=RavenClaws Agent Server
After=network.target

[Service]
ExecStart=/usr/local/bin/ravenclaws --serve
Environment=RAVENCLAWS__RUNTIME__PORT=8080
Environment=OPENAI_API_KEY=sk-...
Restart=always
User=ravenclaws

[Install]
WantedBy=multi-user.target</code></pre>
      </div>

      <h2 id="sighup-reload">SIGHUP reload</h2>
      <p>The server supports hot-reloading configuration on <code>SIGHUP</code>:</p>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">shell</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-d">kill</span> -HUP &lt;pid&gt;</code></pre>
      </div>
      <p>On receiving <code>SIGHUP</code>, the server re-reads the configuration file and logs the result. Full hot-reload of LLM clients and tool registries is planned for a future release.</p>

      <h2 id="graceful-shutdown">Graceful shutdown</h2>
      <p>The server handles <code>SIGTERM</code> and <code>SIGINT</code> (Ctrl+C) for graceful shutdown. In-flight requests are given up to 5 seconds to complete before the process exits.</p>

      <h2 id="examples">Examples</h2>

      <h3>cURL</h3>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">shell</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-c"># Health check</span>
<span class="tok-d">curl</span> http://localhost:8080/health

<span class="tok-c"># Chat</span>
<span class="tok-d">curl</span> -X POST http://localhost:8080/chat \
  -H <span class="tok-s">"Content-Type: application/json"</span> \
  -d <span class="tok-s">'{"prompt": "Hello, who are you?"}'</span>

<span class="tok-c"># Execute a task</span>
<span class="tok-d">curl</span> -X POST http://localhost:8080/execute \
  -H <span class="tok-s">"Content-Type: application/json"</span> \
  -d <span class="tok-s">'{"prompt": "What is 2+2?"}'</span>

<span class="tok-c"># List tools</span>
<span class="tok-d">curl</span> http://localhost:8080/tools</code></pre>
      </div>

      <h3>Python</h3>
      <div class="code">
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<pre><code><span class="tok-k">import</span> requests

BASE = <span class="tok-s">"http://localhost:8080"</span>

<span class="tok-c"># Health check</span>
<span class="tok-nb">print</span>(requests.get(<span class="tok-s">f"{BASE}/health"</span>).json())

<span class="tok-c"># Chat</span>
resp = requests.post(<span class="tok-s">f"{BASE}/chat"</span>, json={<span class="tok-s">"prompt"</span>: <span class="tok-s">"Hello!"</span>})
<span class="tok-nb">print</span>(resp.json()[<span class="tok-s">"response"</span>])</code></pre>
      </div>

      <h3>Node.js</h3>
      <div class="code">
        <div class="code__bar"><span class="dot"></span><span class="dot"></span><span class="dot"></span><span class="label">javascript</span><button class="code__copy" type="button">Copy</button></div>
<pre><code><span class="tok-k">const</span> BASE = <span class="tok-s">"http://localhost:8080"</span>;

<span class="tok-c">// Health check</span>
<span class="tok-k">const</span> health = <span class="tok-k">await</span> fetch(<span class="tok-s">`${BASE}/health`</span>).then(<span class="tok-nb">r</span> =&gt; r.json());
<span class="tok-nb">console.log</span>(health);

<span class="tok-c">// Chat</span>
<span class="tok-k">const</span> chat = <span class="tok-k">await</span> fetch(<span class="tok-s">`${BASE}/chat`</span>, {
  method: <span class="tok-s">"POST"</span>,
  headers: {<span class="tok-s">"Content-Type"</span>: <span class="tok-s">"application/json"</span>},
  body: JSON.stringify({prompt: <span class="tok-s">"Hello!"</span>})
}).then(<span class="tok-nb">r</span> =&gt; r.json());
<span class="tok-nb">console.log</span>(chat.response);</code></pre>
      </div>

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