vllm/docs/source/serving/deploying_with_kubeai.md

(deploying-with-kubeai)=

Deploying with KubeAI

KubeAI is a Kubernetes operator that enables you to deploy and manage AI models on Kubernetes. It provides a simple and scalable way to deploy vLLM in production. Functionality such as scale-from-zero, load based autoscaling, model caching, and much more is provided out of the box with zero external dependencies.

Please see the Installation Guides for environment specific instructions:

• Any Kubernetes Cluster
• EKS
• GKE

Once you have KubeAI installed, you can configure text generation models using vLLM.