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DeepEval

Open-source LLM evaluation framework. 14+ metrics (G-Eval, hallucination, faithfulness, toxicity), pytest-style assertions, and synthetic dataset gene

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Ragas

Open-source evaluation framework purpose-built for RAG pipelines. Measures faithfulness, answer relevance, and context precision/recall; supports CI g

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