MLflow Tracing SDK

MLflow Tracing SDK (mlflow-tracing) is an open-source, lightweight Python package that provides a minimum set of dependencies and functionality to instrument your code, models, or agents with MLflow Tracing. It is designed for production environments to enable faster deployment, simplified dependency management, enhanced portability, and reduced security risks compared to the full MLflow package. It supports LLM and AI agent observability, capturing inputs, outputs, and metadata for each step of a request.