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Evidently is an open-source Python library for ML and LLM evaluation and observability. It helps evaluate, test, and monitor AI-powered systems and data pipelines from experimentation to production. 
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* 🔡 Works with tabular and text data.
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* ✨ Supports predictive and generative systems, from classification to RAG.
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* ✨ Supports evals for predictive and generative tasks, from classification to RAG.
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* 📚 100+ built-in metrics from data drift detection to LLM judges.
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* 🛠️ Python interface for custom metrics. 
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* 🚦 Both offline evals and live monitoring.

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