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Mar 11, 2025 · Backend Development

Master Elasticsearch dense_vector: definition, usage, and kNN search guide

This article explains Elasticsearch's dense_vector field for storing dense vectors, covering its definition, how to define and index vectors, kNN search methods (brute‑force and approximate with HNSW), similarity options, quantization strategies, bit‑vector support, key parameters, and how to update mappings.