zenml-io/zenml

ZenML is an open-source AI platform designed for ML and AI engineers to build, deploy, and manage machine learning and agentic workflows. It enables users to define Pythonic pipelines that can execute on diverse infrastructure backends, simplifying the operationalization of AI applications. The platform automates code containerization, tracks experiment runs with rich metadata, and abstracts away underlying infrastructure complexities. By integrating seamlessly with a wide array of existing ML tools and cloud services, ZenML provides a unified, observable layer for rapid iteration and robust deployment of AI solutions in both development and production environments.