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MLflow Tracing SDK

This section of the docs contains more details about some of MLflow Tracing's features. Please visit the following subpages for more information:

  • Manual Trace Instrumentation. While automatic tracing is the most convenient way to get started, MLflow has several APIs that allow you to manually instrument your GenAI application and custom Python code.
  • Querying Traces. Learn about how to query and filter your logged traces.
  • Tracing SDK How-to Guides. This page contains several quick walkthroughs of important MLflow Tracing features. Learn how to set trace tags, delete traces, and more!
  • Low-level Client APIs. This page covers low level client APIs for tracing that provide more fine-grained control over span creation and termination.