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RAG Explained: What Is Retrieval-Augmented Generation?

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In fact, Gartners 2024 AI report advises organizations that want to use generative AI on private data to prioritize RAG investments. Cost and Maintenance of Training Fine-tuning an LLM on new data or keeping it updated is not only expensive, its also technically challenging and requires time. RAG offers a more efficient alternative.