zenml
🏗️ Frameworkzenml-io
Unify ML pipelines and AI agents in one production-ready platform.
ZenML is a comprehensive MLOps platform designed to streamline the entire machine learning lifecycle from experimentation to production. It supports pipeline orchestration, metadata tracking, and deployment across various backends. Recently, ZenML has expanded to include agentic AI capabilities, allowing users to build and manage AI agents that interact with pipelines. Key features include a modular architecture, seamless integration with cloud services, and a focus on reproducibility and scalability. The platform is written in Python and is extensible via custom steps and stack components.
💡Highlights
- ├─5.4k stars, active open-source community
- ├─Unifies ML pipelines and AI agents
- └─Python-based, production-ready
🎯For
- ├─MLOps engineers
- ├─Data scientists
- └─AI developers