Naive RAG operates straightforwardly, following three main steps: indexing, retrieving, and generating. This simple structure highlights the effectiveness of RAG systems in information processing.
RAG systems became popular alongside the rise of Transformer models, introducing concepts that allowed for better sequence understanding and overcoming challenges of earlier architectures.
#artificial-intelligence #large-language-models #retrieval-augmented-generation #deep-learning #information-retrieval
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