Vector Database

Definition

A vector database stores and indexes high-dimensional vector embeddings and enables fast similarity search. Unlike traditional databases that match exact values, vector databases find the most semantically similar items. They are essential infrastructure for RAG systems, recommendation engines, and any application that needs to "find similar content" at scale.