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Dr. John Bates

INSANE: Why ai and rag need document management | Rare Historical Photos

Manager is verifying the validity, security, approving requests, quality assurance, investment contracts. Online digital document work, paperless office. online survey. Checking mark up on check boxes.

There’s growing interest in making AI more practical, especially through techniques like retrieval-augmented generation (RAG). And it’s not just AI developers or enterprise tech teams who see the value. Anyone working with large volumes of information benefits from systems that quickly surface the right reference points.

By retrieving real, relevant information, RAG helps AI stay accurate, current, and context-aware. AWS, for example, highlights RAG as a key way to enrich GenAI with the latest research, data, and updates.

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