HNSW Index

HNSW is one of the most widely used indexing strategies in modern vector search systems. It builds a multi-layer graph of neighborhood relationships among vectors, significantly reducing search time. This structure provides a strong balance between retrieval quality and speed. It becomes especially critical for scalable retrieval across large embedding collections. HNSW is one of the key data structures behind vector database performance.