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AI concepts

RAG

Retrieval-augmented generation

A way of making an AI answer from your own documents by looking them up first, then writing the reply.

01In plain English

Before the model answers, the tool searches a set of documents, such as your help centre or files, and passes the most relevant passages to the model. The answer is then based on that material rather than on the model's memory alone.

02Why it matters when you are choosing

Most support bots and "chat with your documents" tools work this way. It makes answers more accurate and lets them cite sources, but they are only as good as the documents behind them.

03What to check

Ask the vendor

Check which sources it can connect, how often it re-reads them, and whether answers show where they came from.

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