Auto Tracing Integrations

MLflow Tracing is integrated with 20+ popular Generative AI libraries and frameworks, offering one-line automatic tracing experience. This allows you to gain immediate observability into your GenAI applications with minimal setup.

MLflow's automatic tracing provides:

• Zero code changes for basic observability
• Unified traces across multi-framework apps
• Rich metadata including inputs, outputs, and performance
• Production-ready scaling and monitoring

Click any integration below to get started with detailed setup instructions.

Agent Frameworks

Model Providers

Tools

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