Mingyi World Elasticsearch

Jul 3, 2025 · Backend Development

Deep Dive into Elasticsearch semantic_text, dense_vector, and sparse_vector

This article explains how Elasticsearch supports vector search through three field types—semantic_text, dense_vector, and sparse_vector—detailing their definitions, ideal use cases, query syntax, advantages, limitations, and guidance for selecting the right type in real‑world search applications.