Configuration¶
Learn how to configure deployKF to meet your organization's needs.
Overview¶
deployKF is incredibly configurable via its centralized values system, which allows you to define all aspects of the platform in a single YAML file (or multiple, if you prefer).
Configuration Guides¶
To help you get started with common configuration tasks, we have created the following guides.
Platform Configuration Guides¶
The following guides help you configure the deployKF platform itself, including user authentication, authorization, and branding.
| Guide (Click for Details) | Description |
|---|---|
| User Authentication and External Identity Providers | Integrate with an existing user authentication system (GitHub, Google, Okta, etc.) or define static user accounts. |
| User Authorization and Profile Management | Define profiles (namespaces) and assign users to them. |
| Expose Gateway and configure HTTPS | Expose the deployKF gateway with a LoadBalancer or Ingress, and configure valid HTTPS certificates. |
| Customize the Dashboard | Customize the deployKF dashboard with your own branding and links. |
| Image Pull Secrets | Configure image pull secrets, avoid Docker Hub rate limits, or use a private container registry. |
| Air-Gapped Clusters and Private Registries | Use deployKF in air-gapped environments, private container registries, and private Helm repositories. |
Tool Configuration Guides¶
The following guides help you configure the ML & Data tools which are part of the deployKF platform.
| Guide (Click for Details) | Description |
|---|---|
| Configure Kubeflow Notebooks | Configure Kubeflow Notebooks with custom server images and compute resources (including GPUs). |
Last update: 2024-04-27
Created: 2024-03-10
Created: 2024-03-10