Evidently AI
Collaborative AI observability platform
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Qu'est-ce que Evidently AI ?
Evidently helps evaluate, test and monitor your AI-powered products. From ML-based classifiers to LLM chatbots and agents. Built on top of the leading open-source library with over 20 million downloads: github.com/evidentlyai/evidentlyQuels sont les scénarios d'utilisation de Evidently AI ?
- Evaluating and testing machine learning models during development and production.
- Monitoring AI-powered products for data quality and model performance.
- Detecting data drift and unexpected behavior in production environments.
- Collaborating among teams (engineers, product managers, domain experts) to ensure AI quality.
- Customizing evaluation metrics and tests for specific use cases in AI applications.
Quelles sont les caractéristiques principales de Evidently AI ?
- Built on a trusted open-source ML monitoring library with over 100 metrics available.
- Provides customizable dashboards for clear visibility into AI product performance.
- Supports continuous testing and monitoring of AI models with alerts for issues.
- In-depth debugging capabilities to understand errors and improve model performance.
- Role-based access control and private cloud deployment options for enterprise readiness.
- Integration with CI/CD pipelines for proactive monitoring and issue resolution.
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