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Glossary: RAG Basics

Vector database

Also written: Chroma, pgvector

A database built to store and search embeddings at large scale. A plain NumPy file is enough for small collections, while tools like Chroma or pgvector suit beyond tens of thousands of chunks.

Where the book teaches it

Related terms

Vector storeNumPy