[Doc] add KubeAI to serving integrations (vllm-project#10837)

Signed-off-by: Sam Stoelinga <sammiestoel@gmail.com>

docs/source/serving/deploying_with_kubeai.rst

@@ -0,0 +1,17 @@
+.. _deploying_with_kubeai:
+
+Deploying with KubeAI
+=====================
+
+`KubeAI <https://github.com/substratusai/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 <https://www.kubeai.org/installation/any/>`_
+* `EKS <https://www.kubeai.org/installation/eks/>`_
+* `GKE <https://www.kubeai.org/installation/gke/>`_
+
+Once you have KubeAI installed, you can
+`configure text generation models <https://www.kubeai.org/how-to/configure-text-generation-models/>`_
+using vLLM.

docs/source/serving/integrations.rst

@@ -6,6 +6,7 @@ Integrations
 
    run_on_sky
    deploying_with_kserve
+   deploying_with_kubeai
    deploying_with_triton
    deploying_with_bentoml
    deploying_with_cerebrium