What is Hybrid Search?
AI EngineeringLast updated:
Combining keyword-based search with semantic vector search to improve retrieval accuracy in RAG systems.
Hybrid search merges BM25 lexical matching with embedding-based semantic similarity, capturing both exact term matches and meaning-based relevance. Most production RAG systems use hybrid search with score fusion to outperform either approach alone.