docs: Updated documentation and configuration to make things easier for the unfamiliar

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

docs/source/distributions/kubernetes_deployment.md

@@ -1,6 +1,9 @@
 # Kubernetes Deployment Guide
 
-Instead of starting the Llama Stack and vLLM servers locally. We can deploy them in a Kubernetes cluster. In this guide, we'll use a local [Kind](https://kind.sigs.k8s.io/) cluster and a vLLM inference service in the same cluster for demonstration purposes.
+Instead of starting the Llama Stack and vLLM servers locally. We can deploy them in a Kubernetes cluster.
+
+### Prerequisites
+In this guide, we'll use a local [Kind](https://kind.sigs.k8s.io/) cluster and a vLLM inference service in the same cluster for demonstration purposes.
 
 First, create a local Kubernetes cluster via Kind:
 
@@ -33,6 +36,7 @@ data:
   token: $(HF_TOKEN)
 ```
 
+
 Next, start the vLLM server as a Kubernetes Deployment and Service:
 
 ```bash
@@ -127,6 +131,7 @@ EOF
 podman build -f /tmp/test-vllm-llama-stack/Containerfile.llama-stack-run-k8s -t llama-stack-run-k8s /tmp/test-vllm-llama-stack
 ```
 
+### Deploying Llama Stack Server in Kubernetes
 
 We can then start the Llama Stack server by deploying a Kubernetes Pod and Service:
 
@@ -187,6 +192,7 @@ spec:
 EOF
 ```
 
+### Verifying the Deployment
 We can check that the LlamaStack server has started:
 
 ```bash