What is hybrid retrieval?

Hybrid retrieval combines dense vector search with sparse keyword search like BM25. Dense retrieval captures semantic similarity, while sparse retrieval captures exact term matches. Combining them with techniques like reciprocal rank fusion gives better results than either alone, especially for queries containing rare terms, product names, or technical jargon.