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Generative AI · Glossary

RAG

Retrieval-Augmented Generation — a technique that grounds an LLM's responses in retrieved external data rather than relying solely on its training.

RAG solves a core LLM limitation: models don't know about your private documents or recent events. By retrieving relevant content first and feeding it to the model, RAG produces more accurate, current answers.

Want to actually work with RAG? This concept is covered hands-on in our RAG Systems program — not just defined, but practiced.
View RAG Systems
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