flyte

Flyte 2 is an open-source orchestration platform for reliably managing machine learning pipelines, models, and agents at scale, written entirely in Python. It enables developers to define and execute complex ML workflows, from task execution to model serving with tools like FastAPI, offering a robust local development experience. As a Graduated project of the LF AI & Data Foundation, its Kubernetes-native backend will support distributed deployments and enterprise-grade applications.

• 纯Python驱动的ML工作流编排
• 大规模机器学习管道与模型管理
• 强大的本地开发与测试体验
• Kubernetes原生后端支持（即将推出）
• 集成模型服务能力