HNSW: Hierarchical Navigable Small World

Posted on Mon 05 October 2026 in AI / Machine Learning

What is HNSW?

HNSW (Hierarchical Navigable Small World) — is a graph-based algorithm used for fast approximate nearest neighbor (ANN) search. It is widely used in vector databases and AI applications to quickly find vectors that are most similar to a given query.

When an AI system stores thousands or millions …

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