Techniques

Retrieval-Augmented Generation (RAG)

Also known as: retrieval augmented generation

In one line

A technique where the AI looks things up in your documents before answering.

What does Retrieval-Augmented Generation (RAG) mean?

RAG combines a search step (retrieve relevant chunks from a vector database) with a generation step (feed those chunks into an LLM). It lets AI answer from private data without retraining.

A real-world example

A support bot that searches your help centre for the closest article, then rewrites it into a friendly answer.

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