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Abstract: Advances in Natural Language Processing (NLP) have led to the emergence of complex structures such as Large Language Models (LLM). LLMs are highly successful in understanding the subtleties ...

RAGChecker is an advanced automatic evaluation framework designed to assess and diagnose Retrieval-Augmented Generation (RAG) systems. It provides a comprehensive suite of metrics and tools for ...