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Large organisations already hold answers to employee questions, but knowledge sits scattered across systems, documents, and shadow IT. Retrieval-augmented generation (RAG), introduced in a 2020 paper by Patrick Lewis and Meta AI, lets AI ground answers in internal documents. McKinsey research shows knowledge workers spend nearly a fifth of their week hunting for information.
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