MLflow is a leading open source AI engineering platform that aids in managing the full lifecycle of machine learning and deep learning models. It provides comprehensive features such as experiment tracking, model evaluation, and model registry & deployment. With a focus on observability, evaluation, and optimization, MLflow allows users to debug, evaluate and monitor LLM applications with production-grade tools. It integrates well with any framework, supporting various programming languages and offering a unified API gateway for all LLM providers.
