{"library":"zenml","type":"library","category":null,"description":"ZenML is an open-source MLOps framework that helps you build reproducible, production-ready ML pipelines. It provides a unified interface for orchestrating pipelines, managing infrastructure, and tracking experiments across various backends (local, cloud, Kubernetes). The current version is 0.94.3, with frequent releases (multiple per month). It requires Python >=3.10,<3.14.","language":"python","status":"active","version":"0.94.3","tags":["mlops","pipeline","machine-learning","orchestration","kubernetes"],"last_verified":"Fri May 01","install":[{"cmd":"pip install zenml","imports":["from zenml import pipeline","from zenml import step","from zenml.client import Client","from zenml import ArtifactConfig"]},{"cmd":"pip install zenml[server]","imports":[]},{"cmd":"pip install zenml[templates,server]","imports":[]}],"homepage":"https://zenml.io","github":"https://github.com/zenml-io/zenml","docs":"https://docs.zenml.io","changelog":null,"pypi":"https://pypi.org/project/zenml/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}