Published onMarch 15, 2026Hybrid Retrieval for RAG — Combining Dense and Sparse SearchRAGretrievalhybrid-searchembeddingsBM25Explore why dense embeddings alone fail, and how hybrid search combining vector similarity with BM25 sparse retrieval dramatically improves RAG quality.