Glossary
/// Definition
Vector database
A vector database is a storage engine that indexes embeddings for similarity search.
In depth
Vector databases index high-dimensional embedding vectors and expose approximate-nearest-neighbour search. Common choices in 2026: pgvector (Postgres extension), Pinecone, Weaviate, Qdrant, Milvus.