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Retrieval-Augmented era (RAG) is a robust framework that integrates retrieval in the sequence generation course of action. fundamentally, RAG operates by fetching applicable files or info snippets determined by a query then applying here this retrieved information and facts to produce a coherent and contextually proper reaction. A Retrieval-Augmen