Evidently AI
Evidently AI is an open-source platform focused on evaluating, testing, and monitoring machine learning and large language models, helping data scientists and engineers ensure the quality and reliability of AI systems in production.
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ML monitoringLLM evaluation platformAI observability toolsopen-source model testingRAG system testing
Features of Evidently AI
Provide comprehensive evaluation and testing capabilities for ML models and LLMs
Support monitoring of data drift, model performance, and AI-specific risks (e.g., hallucinations)
Use Cases of Evidently AI
Data scientists use it during model development to check model performance and data quality
ML engineers in production continuously monitor prediction quality and data distribution shifts
FAQ about Evidently AI
QWhat is Evidently AI?
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.
QWhat features does Evidently AI primarily provide?
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.
