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, you can get started with the following guides:
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:
Other Resources¶
Commercial Support¶
To discuss commercial support options for deployKF, please connect with Aranui Solutions, the company started by the creators of deployKF.
Community¶
The deployKF community uses the Kubeflow Slack for informal discussions among users and contributors.
After you join, connect with us on the #deploykf channel!
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 |
Have a story to share? Let us know!
Also, you can add your organization to the Adopters List.
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: 2024-05-10