docs: add docstring update for search
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@ -124,6 +124,8 @@ async def search(
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session_id: Optional session identifier for caching Q&A interactions. Defaults to 'default_session' if None.
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verbose: If True, returns detailed result information including graph representation (when possible).
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Returns:
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list: Search results in format determined by query_type:
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