Why Vector Search Alone Isn't Enough: Hybrid Retrieval for RAG
SMRTR summary
Hybrid search combines vector search with BM25 keyword matching, fused via Reciprocal Rank Fusion, to balance semantic understanding with exact term matching in RAG systems. A cross-encoder reranking stage further refines retrieval precision.
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