Definition
A data system designed to store embeddings and retrieve items by vector similarity, often with metadata filtering.
Distinguish it from nearby terms
A vector database stores searchable representations; it is not itself RAG or long-term agent memory.
Check your understanding
The application still owns ingestion, deletion, access control, freshness, and reranking.