Hybrid retrieval balances semantic similarity and exact keyword matches in RAG pipelines.
Combining dense vector search with sparse keyword retrieval for improved recall and precision.
Vector-only search misses exact terminology; keyword-only search misses paraphrases. Hybrid retrieval addresses both failure modes.