Introduction¶
An introduction to deployKF.
About deployKF¶
deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform that is easy to deploy and maintain.
Why use deployKF?¶
deployKF combines the ease of a managed service with the flexibility of a self-hosted solution.
Our goal is that any Kubernetes user can build a machine learning platform for their organization, without needing specialized MLOps knowledge, or a team of experts to maintain it.
The key features of deployKF are:
- Run on any Kubernetes cluster, including on-premises and in the cloud
- Intuitive centralized configs for all aspects of the platform
- Seamless in-place upgrades and config updates
- Connect your existing Istio, cert-manager, Kyverno, S3, and MySQL
- Use any identity provider via OpenID Connect or LDAP
- Native support for GitOps with ArgoCD
Video Introduction¶
Use deployKF¶
Now that you know what deployKF is, get started with the following guides:
Everyone is welcome to join our Slack server to ask questions share feedback:
Other Resources¶
Support the Project¶
deployKF is a new and growing project. If you like what we are doing, please help others discover us by sharing the project with your colleagues and/or the wider community.
We greatly appreciate GitHub Stars 
on the deployKF/deployKF repository:
Support Options¶
deployKF Enterprise comes with additional tools, features, and commercial support options:
For open-source users, we provide best-effort support through the following channels:
User Stories¶
We are always excited to see how and where deployKF is being used!
Here are some stories of deployKF being used in the wild:
| Organization | Article / Video |
|---|---|
| Cloudflare | A look inside the Cloudflare ML Ops platform |
| Your Organization here! | Join ADOPTERS.md List // Contact Us |
History of deployKF¶
deployKF was originally created and is maintained by Mathew Wicks (GitHub: @thesuperzapper), a Kubeflow lead and maintainer of the popular Apache Airflow Helm Chart. deployKF is a community-led project that welcomes contributions from anyone who wants to help.
Created: 2023-11-28