# Welcome to Flyte! ```{eval-rst} .. raw:: html

The highly scalable and flexible workflow orchestrator that unifies data, ML and analytics.

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``` [Flyte](https://github.com/flyteorg/flyte) is an open-source, Kubernetes-native workflow orchestrator implemented in [Go](https://go.dev/). It enables highly concurrent, scalable and reproducible workflows for data processing, machine learning and analytics. Created at [Lyft](https://www.lyft.com/) in collaboration with Spotify, Freenome, and many others, Flyte provides first-class support for {doc}`Python `, [Java, and Scala](https://github.com/flyteorg/flytekit-java). Data Scientists and ML Engineers in the industry use Flyte to create: - Data pipelines for processing petabyte-scale data. - Analytics workflows for business and finance use cases. - Machine learning pipelines for logistics, image processing, and cancer diagnostics. ## Learn Flyte The following guides will take you through Flyte, whether you want to write workflows, deploy the Flyte platform to your K8s cluster, or extend and contribute its architecture and design. You can also access the {ref}`docs pages by tag `. ```{list-table} :header-rows: 0 :widths: 20 30 * - {doc}`🔤 Introduction to Flyte ` - Get your first workflow running, learn about the Flyte development lifecycle and core use cases. * - {doc}`📖 User Guide ` - A comprehensive view of Flyte's functionality for data and ML practitioners. * - {doc}`📚 Tutorials ` - End-to-end examples of Flyte for data/feature engineering, machine learning, bioinformatics, and more. * - {doc}`🔌 Integrations ` - Leverage a rich ecosystem of third-party tools and libraries to make your Flyte workflows even more effective. * - {ref}`🚀 Deployment Guide ` - Guides for platform engineers to deploy and maintain a Flyte cluster on your own infrastructure. * - {ref}`🧠 Concepts ` - Dive deep into all of Flyte's concepts, from tasks and workflows to the underlying Flyte scheduler. ``` ## API Reference Below are the API reference to the different components of Flyte: ```{list-table} :header-rows: 0 :widths: 20 30 * - {doc}`Flytekit ` - Flyte's official Python SDK. * - {doc}`FlyteCTL ` - Flyte's command-line interface for interacting with a Flyte cluster. * - {doc}`FlyteIDL ` - Flyte's core specification language. ``` ## Get Help Have questions or need support? The best way to reach us is through Slack: ```{list-table} :header-rows: 0 :widths: 20 30 * - {ref}`🗓️ Resources ` - Find resources for office hours, newsletter, and slack. * - [🤔 Ask the Community](https://flyte-org.slack.com/archives/CP2HDHKE1) - Ask anything related to Flyte and get a response within a few hours. * - [👋 Introduce yourself](https://flyte-org.slack.com/archives/C01RXBFV1M5) - Tell us about yourself. We'd love to know about you and what brings you to Flyte. * - [💭 Share ideas](https://flyte-org.slack.com/archives/CPQ3ZFQ84>) - Share any suggestions or feedback you have on how to make Flyte better. * - [🛠 Get help with deploment](https://flyte-org.slack.com/archives/C01P3B761A6>) - If you need any help with Flyte deployment, hit us up. ``` ```{toctree} :maxdepth: 1 :hidden: Introduction Quickstart guide Getting started with workflow development Flyte fundamentals Flyte agents Core use cases ``` ```{toctree} :maxdepth: 1 :caption: Examples :name: examples-guides :hidden: User Guide Tutorials Integrations Deprecated integrations ``` ```{toctree} :caption: Cluster Deployment :maxdepth: -1 :name: deploymenttoc :hidden: Getting Started deployment/deployment/index deployment/plugins/index deployment/agents/index deployment/configuration/index deployment/configuration/generated/index deployment/security/index reference/swagger ``` ```{toctree} :maxdepth: 1 :caption: API Reference :name: apitoc :hidden: flytekit flytectl flyteidl ``` ```{toctree} :maxdepth: 1 :caption: Ecosystem :name: ecosystem :hidden: flytekit-java unionml pterodactyl latch sdk ``` ```{toctree} :caption: Community :maxdepth: -1 :name: roadmaptoc :hidden: Community Resources community/contribute Contributing Examples community/roadmap Frequently Asked Questions community/troubleshoot ``` ```{toctree} :caption: Glossary :maxdepth: -1 :name: divedeeptoc :hidden: Main Concepts concepts/control_plane concepts/architecture ```