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Beyond Context Windows: Why AI Still Needs RAG

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Humans tend to give wrong answers when they lack information; likewise, AI models hallucinate when they are missing context. One of the dominant patterns for building context is Retrieval-Augmented Generation (RAG). RAG allows the model to…

Summary from Towards AI.

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  1. Towards AI
    Beyond Context Windows: Why AI Still Needs RAG