search_direct

Perform a search programmatically without going through the HTTP API. This is useful for embedding search in application code where you want the full preprocessing pipeline but do not need network overhead.

Parameters

Returns

dict[str, Any] — A dictionary with:

• results (list) — list of result dicts, each with content, score, and metadata
• query_analysis (dict) — information about query preprocessing

Example

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from signalwire.search import SearchService
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service = SearchService(indexes={"docs": "./docs.swsearch"})
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response = service.search_direct(
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    query="How do I set up an agent?",
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    index_name="docs",
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    count=5,
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)
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for result in response["results"]:
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    print(f"[{result['score']:.3f}] {result['content'][:100]}")