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Evidently AI

Collaborative AI observability platform

Có mức miễn phí 585 Views cập nhật:2024-10-16

Infrastructure Tools Metrics and Evaluation Predictive AI

Đây là gì 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/evidently

Tình huống sử dụng của Evidently AI là gì?

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.

Đặc điểm nổi bật của Evidently AI là gì?

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.