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zenml-io/zenml

zenml

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

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Builder

zenml-io

zenml-io • individual

Stars

5,299

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Forks

594

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Open Issues

Activity Score

0/100

0 commits in 30d

Created

Nov 19, 2020

Project creation date

README Summary

ZenML is an open-source MLOps framework that provides a unified platform for building, deploying, and managing machine learning pipelines and AI agents. It offers standardized interfaces for ML workflows, experiment tracking, model deployment, and infrastructure management across different cloud providers and tools. The platform aims to bridge the gap between ML experimentation and production deployment with reproducible and scalable pipelines.

AI Dev Skills

Unmapped

Tags

MLOps Pipeline OrchestrationModel Deployment and ServingMachine Learning Infrastructure ManagementCI/CD for Machine LearningModel Registry and VersioningExperiment Tracking and ManagementMulti-cloud ML OperationsContainer Orchestration for MLModel Monitoring and ObservabilityAI Agent Development and DeploymentFeature Store ManagementModel Governance and ComplianceDistributed Training OrchestrationProduction ML InfrastructureImageML Experiment Management and ReproducibilityOn-premiseCompliance and Audit Trail ManagementMLOps and ML EngineeringServerlessCross-team ML CollaborationML Platform EngineeringTextCompound AI SystemsML Infrastructure StandardizationAutomated Model Retraining PipelinesTabularSelf-hostedKubernetesEnd-to-end ML Pipeline AutomationMulti-cloudMulti-environment Model DeploymentAI Agent Workflow OrchestrationAgentic AIMultimodalProduction Model Monitoring and MaintenanceCloud APIPython

Taxonomy

AI Trends

MLOps and ML Engineering Agentic AI Compound AI Systems Production ML Infrastructure ML Platform Engineering

Deployment Context

Cloud API Self-hosted On-premise Multi-cloud Kubernetes Serverless

Modalities

Text Image Tabular Multimodal

Skill Areas

Use Cases

End-to-end ML Pipeline Automation Multi-environment Model Deployment ML Experiment Management and Reproducibility Production Model Monitoring and Maintenance AI Agent Workflow Orchestration Cross-team ML Collaboration Automated Model Retraining Pipelines ML Infrastructure Standardization Compliance and Audit Trail Management

Recent Activity

Updated 1 months ago

7 Days

30 Days

90 Days

Quality

production

Quality: high
Maturity: production

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created: Nov 19, 2020
Forked: Mar 13, 2026
Your last push: 1 months ago
Upstream last push: 6 days ago
Tracked since: Mar 13, 2026

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