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AI Glossary

Vector Database

A vector database stores text and other data as numerical embeddings so an AI can find the most semantically relevant information quickly. It's the retrieval engine behind RAG and knowledge assistants.

Last updated: June 2026

Choosing the right embedding model and index is key to fast, accurate retrieval at scale.

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