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zenml

Model Serving & MLOps

ZenML : One AI Platform from Pipelines to Agents. https://zenml.io.

Python Latest 0.96.2 · 9d ago Security brief →

Features

  • Define and run ML/AI workflows (pipelines) as code
  • Automatically containerize, track runs, metrics, logs, and metadata
  • Abstract away infrastructure complexity across back‑ends

Security Response History

1 CVE
CVE Severity Disclosed Patched (this tool) vs Ecosystem Median
CVE-2023-4863 KEV high
CVSS 8.8
2023-09-13 2026-01-14 2y 4mo / median 2y 4mo

Recent releases

View all 15 releases →
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0.96.2 Breaking risk
Auth Dependencies

Dynamic pipelines, DigitalOcean, artifact deletion, FastAPI

No immediate action
0.96.1 New feature

SSH orchestrator

Review required
0.96.0 Breaking risk
Breaking upgrade Auth RBAC

Breaking changes + new integrations + performance

No immediate action
0.95.1 Mixed

Dynamic pipelines, query performance, logging stability

Review required
0.95.0 Breaking risk
Auth Breaking upgrade

Python 3.14, SQLite MLflow, hooks, tag removal

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Install & Platforms

Install via
pip

Beta — feedback welcome: [email protected]