mlflow/mlflow

MLflow is the leading open-source AI engineering platform designed to streamline the development and deployment of AI applications, encompassing agents, large language models (LLMs), and traditional machine learning models. It provides a robust suite of tools for debugging, evaluating, monitoring, and optimizing AI systems in production. By offering features like advanced observability, systematic evaluation, prompt management, and an AI Gateway, MLflow empowers teams to confidently ship high-quality AI while effectively managing costs and data access across various programming languages.