Reference · Glossary

Embedding model

Last updated Jul 17, 2026

A model that turns text into **fixed-size vectors** for similarity search — not for chat completions.

#When to use

RAG indexes, deduplication, clustering, semantic search.

Open-ended chat — use a chat/completion model instead.

`text-embedding-3-small` maps each chunk to a vector stored in your vector DB.