Flyte

Flyte is a workflow automation platform for mission-critical data and machine learning processes at scale.

Use it when

• •You want to create reproducible ML pipelines for production.
• •You want a fault-tolerant platform with built-in fault recovery functions.
• •You want an open-source Kubernetes-native workflow automation platform.
• •You want a cloud-agnostic framework expandable with other tools.
• •You want Python, Java, and Scala SDK support.
• •You want a platform that natively understands data flow between tasks.
• •You want a reliable platform in edge case deployments and large-scale workflows.
• •You want support for DAG or Steps based declaration of workflows.

Available in stages

Installation

Example stacks