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What is RAG in AI? Retrieval-Augmented Generation (RAG) is a technique that improves the output of large language models (LLMs) by allowing them to access and reference external knowledge sources before generating a response. LLMs are powerful AI models that can generate human-like text for various tasks, but they may sometimes produce irrelevant or outdated information. RAG enhances LLMs by enabling them to retrieve relevant information from a knowledge base, such as an organization's internal
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