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<!doctype html>
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<title>Services — aimock</title>
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<h1>Services (Search / Rerank / Moderation)</h1>
<p class="lead">
Built-in service mocks for web search, reranking, and content moderation APIs. Register
fixture patterns on the LLMock instance and requests are matched by query/input text. No
separate server needed — services are built into the LLMock HTTP server.
</p>
<h2>Search (Tavily-Compatible)</h2>
<p>
Mock web search API at <code>POST /search</code>. Matches the request
<code>query</code> field against registered patterns.
</p>
<div class="code-block">
<div class="code-block-header">onSearch API <span class="lang-tag">typescript</span></div>
<pre><code><span class="kw">import</span> { LLMock } <span class="kw">from</span> <span class="str">"@copilotkit/aimock"</span>;
<span class="kw">const</span> mock = <span class="kw">new</span> LLMock();
<span class="cm">// String pattern — case-insensitive substring match</span>
mock.onSearch(<span class="str">"weather"</span>, [
{ title: <span class="str">"Weather Report"</span>, url: <span class="str">"https://example.com/weather"</span>, content: <span class="str">"Sunny today"</span> },
]);
<span class="cm">// RegExp pattern</span>
mock.onSearch(<span class="kw">/</span>stock\s+price<span class="kw">/i</span>, [
{ title: <span class="str">"ACME Stock"</span>, url: <span class="str">"https://example.com/stocks"</span>, content: <span class="str">"$42.00"</span>, score: <span class="num">0.95</span> },
]);
<span class="cm">// Catch-all — empty results for unmatched queries</span>
mock.onSearch(<span class="kw">/</span>.*<span class="kw">/</span>, []);</code></pre>
</div>
<h3>Search Endpoint</h3>
<table class="endpoint-table">
<thead>
<tr>
<th>Method</th>
<th>Path</th>
<th>Request Body</th>
<th>Response</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>POST</code></td>
<td><code>/search</code></td>
<td><code>{ "query": "...", "max_results": 5 }</code></td>
<td><code>{ "results": [...] }</code></td>
</tr>
</tbody>
</table>
<h2>Rerank (Cohere-Compatible)</h2>
<p>
Mock reranking API at <code>POST /v2/rerank</code>. Matches the request
<code>query</code> field against registered patterns.
</p>
<div class="code-block">
<div class="code-block-header">onRerank API <span class="lang-tag">typescript</span></div>
<pre><code>mock.onRerank(<span class="str">"machine learning"</span>, [
{ index: <span class="num">0</span>, relevance_score: <span class="num">0.99</span> },
{ index: <span class="num">2</span>, relevance_score: <span class="num">0.85</span> },
]);
<span class="cm">// The response includes document text from the request body</span>
<span class="cm">// Response format: { id, results: [{ index, relevance_score, document: { text } }] }</span></code></pre>
</div>
<h3>Rerank Endpoint</h3>
<table class="endpoint-table">
<thead>
<tr>
<th>Method</th>
<th>Path</th>
<th>Request Body</th>
<th>Response</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>POST</code></td>
<td><code>/v2/rerank</code></td>
<td><code>{ "query": "...", "documents": [...], "model": "..." }</code></td>
<td><code>{ "id": "...", "results": [...], "meta": {...} }</code></td>
</tr>
</tbody>
</table>
<h2>Moderation (OpenAI-Compatible)</h2>
<p>
Mock content moderation API at <code>POST /v1/moderations</code>. Matches the request
<code>input</code> field against registered patterns. Unmatched requests return a default
unflagged result.
</p>
<div class="code-block">
<div class="code-block-header">
onModerate API <span class="lang-tag">typescript</span>
</div>
<pre><code><span class="cm">// Flag specific content</span>
mock.onModerate(<span class="str">"violent"</span>, {
flagged: <span class="kw">true</span>,
categories: { violence: <span class="kw">true</span>, hate: <span class="kw">false</span> },
category_scores: { violence: <span class="num">0.95</span>, hate: <span class="num">0.01</span> },
});
<span class="cm">// Catch-all — everything passes</span>
mock.onModerate(<span class="kw">/</span>.*<span class="kw">/</span>, {
flagged: <span class="kw">false</span>,
categories: {},
});</code></pre>
</div>
<h3>Moderation Endpoint</h3>
<table class="endpoint-table">
<thead>
<tr>
<th>Method</th>
<th>Path</th>
<th>Request Body</th>
<th>Response</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>POST</code></td>
<td><code>/v1/moderations</code></td>
<td><code>{ "input": "..." }</code></td>
<td><code>{ "id": "...", "model": "...", "results": [...] }</code></td>
</tr>
</tbody>
</table>
<h2>Pattern Matching</h2>
<p>All three services use the same matching logic:</p>
<ul>
<li><strong>String patterns</strong> — case-insensitive substring match</li>
<li><strong>RegExp patterns</strong> — full regex test</li>
<li><strong>First match wins</strong> — register specific patterns before catch-alls</li>
</ul>
<h2>Config File</h2>
<p>Enable services via the aimock config file with default catch-all responses:</p>
<div class="code-block">
<div class="code-block-header">aimock.json <span class="lang-tag">json</span></div>
<pre><code>{
<span class="prop">"services"</span>: {
<span class="prop">"search"</span>: <span class="kw">true</span>,
<span class="prop">"rerank"</span>: <span class="kw">true</span>,
<span class="prop">"moderate"</span>: <span class="kw">true</span>
}
}</code></pre>
</div>
<p>
When enabled via config, each service registers a <code>/.*/</code> catch-all pattern.
Search and rerank return empty results; moderation returns unflagged. For custom
responses, use the programmatic API.
</p>
<h2>Journal Integration</h2>
<p>
All service requests are recorded in the LLMock journal with the
<code>service</code> field set to <code>"search"</code>, <code>"rerank"</code>, or
<code>"moderation"</code>:
</p>
<div class="code-block">
<div class="code-block-header">
Journal entries <span class="lang-tag">typescript</span>
</div>
<pre><code><span class="kw">const</span> entries = mock.getRequests();
<span class="kw">const</span> searchRequests = entries.filter((e) => e.service === <span class="str">"search"</span>);
<span class="kw">const</span> rerankRequests = entries.filter((e) => e.service === <span class="str">"rerank"</span>);
<span class="kw">const</span> moderationRequests = entries.filter((e) => e.service === <span class="str">"moderation"</span>);</code></pre>
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