flyteorg/flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows. Flyte 2 now available locally: https://github.com/flyteorg/flyte-sdk

64
/ 100
Established

Flyte helps data scientists and ML engineers build and manage complex data and machine learning workflows. You provide your code, written in Python or other languages, to define a sequence of steps, and Flyte orchestrates its execution, handling data flow and resource management. This results in robust, reproducible, and scalable ML pipelines that can run in the cloud or on your own infrastructure.

6,884 stars. Actively maintained with 10 commits in the last 30 days.

Use this if you need to build, deploy, and reliably run data and machine learning pipelines that can scale from local development to production environments.

Not ideal if you're looking for a simple script runner for isolated tasks or if your workflows don't require advanced features like data lineage, caching, or distributed execution.

MLOps Data Engineering Machine Learning Workflow Pipeline Orchestration AI Development
No Package No Dependents
Maintenance 17 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 21 / 25

How are scores calculated?

Stars

6,884

Forks

799

Language

Go

License

Apache-2.0

Last pushed

Mar 13, 2026

Commits (30d)

10

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