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RAG Explained: What Is Retrieval-Augmented Generation?

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they know nothing beyond 2021 data in their training). Transparency and Compliance: Because RAG-based systems can provide citations and traceable sources for their outputs, they are better suited for use cases where compliance and verification matter. Essentially, the AI is not just guessing; its citing evidence.