What is Referral-Augmented Generation (RAG)?

LLMs are like frozen encyclopedias. They only know what they were trained on. RAG is the bridge that connects them to live data.

Instead of asking the model to answer from memory, RAG first searches your database for relevant documents, then pastes them into the prompt along with your question. It's simple, cheap, and surprisingly effective.