Vector Database — AI Glossary

A vector database is a specialized database designed to store, index, and efficiently query high-dimensional embedding vectors. Unlike traditional databases that match exact values, vector databases perform approximate nearest neighbor (ANN) searches to find semantically similar items in milliseconds, even across millions of records.