Evidently AI is an open-source platform for evaluating, testing, and monitoring machine learning and large language models, focused on ensuring the quality, safety, and reliability of AI systems in production.
It provides evaluation and testing for ML models and LLMs, monitoring of data and model performance, and generation of visual reports, with support for specialized capabilities such as RAG system testing and adversarial testing.
Primarily targeted at data scientists, ML engineers, algorithm researchers, and enterprise tech teams that need to deploy and monitor reliable AI solutions.
Evidently AI offers a free open-source version (Python library) and also provides Evidently Cloud, a paid cloud service platform, as well as customized consulting services.
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