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Debug, evaluate, monitor, and optimize your AI agents and LLM applications, with production-grade tracing, evaluation, prompt management, and much more.
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Manage the full machine learning and deep learning model lifecycle, with experiment tracking, hyperparameter tuning, and beyond.
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LLMs & Agents

The leading open source AI engineering platform

Features

Observability Evaluations

Prompt Registry AI Gateway

Model Training

Mastering the ML lifecycle

Features

Experiment tracking Model evaluation

MLflow models Model Registry & deployment

LLMs & Agents

Debug, evaluate, monitor, and optimize your AI agents and LLM applications, with production-grade tracing, evaluation, prompt management, and much more.

Model Training

Manage the full machine learning and deep learning model lifecycle, with experiment tracking, hyperparameter tuning, and beyond.

Cookbook

Hands-on guides and code examples for building Agents and LLM applications with MLflow.

Ambassador Program

Join the MLflow community as an ambassador and help shape the future of ML tooling.

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