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Running AI at scale

Flyte

Runs machine-learning pipelines, AI models and agents reliably across many computers, written in Python.

New this week

What it does

Flyte is a tool for organising and running large computing jobs, especially machine-learning work. Developers write each step as an ordinary Python function, and Flyte runs the steps, in parallel where possible, across a cluster of computers.

It can also put trained models online so other programs can use them, and it is designed to run AI agents dependably over long periods.

It is part of the LF AI & Data Foundation. Its makers say an open-source backend for the newest version is coming, and a ready-to-use backend is available today from the company Union.ai.

Who it's for

Data and machine-learning engineers who run training pipelines, models or agents at scale.

Can I use it without coding?

Developers only. A Python library and platform for engineers. New to this? Start here.

Can I run it?

Cost
Free, with optional paid extrasThe open-source version is free; the makers also sell a hosted or pro version.
Runs on
Server, Cloud
Computer
Made for servers or data centres
API key
Not needed

Try it

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • License (Apache-2.0): Permissive: free to use, change and share, including for business.
  • More on staying safe

Where people are talking about it