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Knowledge base

RAG.

Retrieval-augmented generation. A technique where the AI first fetches relevant parts of the material and then answers from them.

01Explanation

How it works

Instead of answering from what the model learnt during training, the system first searches a knowledge base for the passages that fit the question. They are passed to the language model, which phrases the answer from them.

This lets the answers rest on up-to-date details from a particular company, and lets them point to where the answer comes from. It reduces the risk of invented answers but does not remove it entirely.

02In practice

In customer service

Assistants that answer from a company's own material are often built on some form of RAG. That is why an answer can change the same day the terms change, without any model having to be retrained.

04Get started

See how it works for you

In a short demo we show how an AI assistant can answer your customers' questions, using your own material. It takes a quarter of an hour. From SEK 3,900 a month excl. VAT, with the exact price set after the demo.