Zenml

ZenML is an open-source MLOps framework designed to orchestrate reproducible machine learning pipelines and production AI agents across any infrastructure. It offers integration with popular ML frameworks and orchestrators, versioned model tracking, artifact management, and easy stack composition for distributed training and real-time deployment. ZenML is ideal for ML and AI teams seeking scalable, production-ready workflows while maintaining flexibility with the tools and environments they already use.