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Glossary · AI

Retrieval-augmented generation (RAG)

Giving an AI model your own documents to read before it answers, so responses are grounded in your facts.

All terms

Instead of relying on what a model memorised, RAG searches your knowledge base for the relevant passages and includes them in the request.

This makes answers current, specific and traceable — you can show which document a response came from.

It is usually the cheapest, fastest route to a useful internal AI assistant.

In practice

A staff assistant that answers HR questions by quoting the actual clause from your employee handbook.

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