mlflow

MLflow is an open-source AI engineering platform designed for managing and deploying production-quality applications involving agents, large language models (LLMs), and machine learning (ML) models. It offers a comprehensive suite of features, including observability, evaluation, prompt management, and optimization, all aimed at streamlining the workflow for AI production while optimizing costs and accessing models and data. With its straightforward setup and support for multiple programming languages, MLflow enables seamless integration and operational monitoring capabilities for AI developers and organizations.