
Dynamic, crash-proof AI orchestration with Flyte
Flyte is an open-source workflow orchestration platform for building data, ML and analytics workflows with ease.
Flyte - User guide | Union.ai Docs
Flyte is a free and open source platform that provides a full suite of powerful features for orchestrating AI workflows. Flyte empowers AI development teams to rapidly ship high-quality …
Running and scheduling workflows — Flyte
Flyte supports the development and debugging of tasks and workflows in a local setting, which increases the iteration speed of building out your data- or machine-learning-driven applications.
Customizing task resources | Union.ai Docs - Flyte
Flyte will take this into account to ensure that the task pod is scheduled to run on a Kubernetes node that meets the specified resource profile. Resources are specified in the @fl.task decorator.
Planning your deployment | Union.ai Docs - Flyte
To register and run workflows in Flyte, your client (the CLI in your machine or an external system) needs to connect to the Flyte control plane through an endpoint.
Component Architecture | Union.ai Docs - docs.flyte.org
This document aims to demystify how Flyte’s major components Flyteidl, Flytekit, Flytectl, FlyteConsole, FlyteAdmin, FlytePropeller, and FlytePlugins fit together at a high level.
Pyflyte CLI — Flyte
Print out information about the current Flyte Python CLI environment - like the version of Flytekit, the version of Flyte Backend Version, backend endpoint currently configured, etc.
Registering workflows — Flyte
In this guide, you learned about the Flyte demo cluster, Flyte configuration, and the different registration patterns you can leverage during the workflow development lifecycle.
Flyte for Machine Learning • House all your ML orchestration needs
Flyte lets you serialize your models and store them on cloud so you can associate them with different versions of your runs. Track the lineage of all your ML experiments and those of your …
Mitigate the trade-off between scalability and ease of use - Flyte
Flyte lets you write code in any language using raw containers, or choose Python, Java, Scala or JavaScript SDKs to develop your Flyte workflows. You can use the languages you are most …