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RAGFlow is an open-source RAG engine based on deep document . . . - GitHub It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data
Retrieval-augmented generation - Wikipedia RAG systems are commonly evaluated using benchmarks designed to test both retrieval accuracy and generative quality Popular datasets include BEIR, a suite of information retrieval tasks across diverse domains, and Natural Questions or Google QA for open-domain QA
What is retrieval-augmented generation (RAG)? Discover how Retrieval-Augmented Generation (RAG) is transforming AI by combining data retrieval with language generation, delivering smarter and more