Search

Search documents in the knowledge base.

Args: collection: Target collection to search within. query_text: Query text to search for. embedding_model_id: Embedding model ID (required for dense/hybrid search). search_type: Search strategy (dense, sparse, or hybrid). top_k: Maximum number of results to return. filters: Optional filters for search. fusion_config: Optional fusion configuration for hybrid search. rerank_model_id: Optional rerank model for result reordering. rerank_top_k: Override for rerank result count. readonly: Whether to avoid index modifications. nprobes: Number of partitions to probe for ANN search. refine_factor: Refine factor for ANN search re-ranking. fallback_to_sparse: Allow hybrid search to fallback to sparse.