Vector queries

Vector queries #

kNN similarity search over dense and sparse vectors, multi-vector fusion and hybrid retrieval.

  • Vector query (kNN) — the k nearest neighbors of a query vector; text-in via server-side embedding, semantic_text wiring included
  • Multi-vector query — several vector queries over different fields, fused into one ranking
  • Semantic query — plain text in, the vector field and model resolve from the schema

SQL twins: KNN(field, […], k) covers the plain vector query (see the vector page); multi-vector fusion and schema-resolved semantic search stay DSL-side.

Calendar October 7, 2026
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