Concept
Semantic Search
Search that ranks documents by meaning similarity, computed from embeddings.
Definition
Semantic search replaces keyword matching with vector similarity. Queries and documents are embedded; the nearest neighbours in vector space are returned. Combined with re-ranking or hybrid lexical scoring, it powers most modern retrieval pipelines and RAG.
Common use cases
- Knowledge bases
- Code search
- E-commerce