MLflow: Open Source AI Engineering Platform

MLflow is an open source AI engineering platform designed for agents, LLMs, and ML models. It enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while effectively managing costs and access to models and data.

Key features include:

• Observability - Capture complete traces of applications for deep insights.
• Evaluation - Systematic evaluations with over 50 built-in metrics.
• AI Gateway - Unified API for managing requests and controlling costs.
• Model Training - Tools for managing the ML lifecycle including experiment tracking and deployment.

MLflow supports multiple programming languages and integrates with various agent frameworks and LLM providers, making it a versatile choice for AI development.