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Ourbit AI Dictionary

Knowledge systems

Retrieval-augmented generation (RAG)

Plain-language meaning

An approach that retrieves relevant external information and supplies it to a model when generating an answer.

Why it matters

It can ground answers in selected sources without retraining the model for every document update.

Practical example

An assistant answers a policy question using retrieved passages from the current handbook.

Common misunderstanding

Calling a list of search results RAG when no generation step is connected.

Related concepts

Retrieval · Grounding

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References

Reviewed 2026-10-02.

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