eSapiens combines text-to-SQL and hybrid retrieval-augmented generation with citation verification, and its evaluation on RAGTruth shows better contextual relevance than a FAISS baseline across most LLMs, at the cost of more hallucination.
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eSapiens: A Real-World NLP Framework for Multimodal Document Understanding and Enterprise Knowledge Processing
eSapiens combines text-to-SQL and hybrid retrieval-augmented generation with citation verification, and its evaluation on RAGTruth shows better contextual relevance than a FAISS baseline across most LLMs, at the cost of more hallucination.