Replacing main for getting started guide

Signed-off-by: Kellen Swain <[email protected]>

Author: kfswain

Diff for: site-src/guides/index.md

@@ -29,7 +29,7 @@ This quickstart guide is intended for engineers familiar with k8s and model serv
    Deploy a sample vLLM deployment with the proper protocol to work with the LLM Instance Gateway.
    ```bash
    kubectl create secret generic hf-token --from-literal=token=$HF_TOKEN # Your Hugging Face Token with access to Llama2
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/vllm/gpu-deployment.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/vllm/gpu-deployment.yaml
    ```
 
 #### CPU-Based Model Server
@@ -38,37 +38,37 @@ This quickstart guide is intended for engineers familiar with k8s and model serv
    Deploy a sample vLLM deployment with the proper protocol to work with the LLM Instance Gateway.
    ```bash
    kubectl create secret generic hf-token --from-literal=token=$HF_TOKEN # Your Hugging Face Token with access to Qwen
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/vllm/cpu-deployment.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/vllm/cpu-deployment.yaml
    ```
 
 ### Install the Inference Extension CRDs
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/crd/bases/inference.networking.x-k8s.io_inferencepools.yaml
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/crd/bases/inference.networking.x-k8s.io_inferencemodels.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/crd/bases/inference.networking.x-k8s.io_inferencepools.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/crd/bases/inference.networking.x-k8s.io_inferencemodels.yaml
    ```
 
 ### Deploy InferenceModel
 
    Deploy the sample InferenceModel which is configured to load balance traffic between the `tweet-summary-0` and `tweet-summary-1`
    [LoRA adapters](https://docs.vllm.ai/en/latest/features/lora.html) of the sample model server.
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/inferencemodel.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/inferencemodel.yaml
    ```
 
 ### Update Envoy Gateway Config to enable Patch Policy**
 
    Our custom LLM Gateway ext-proc is patched into the existing envoy gateway via `EnvoyPatchPolicy`. To enable this feature, we must extend the Envoy Gateway config map. To do this, simply run:
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/enable_patch_policy.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/enable_patch_policy.yaml
    kubectl rollout restart deployment envoy-gateway -n envoy-gateway-system
    ```
    Additionally, if you would like to enable the admin interface, you can uncomment the admin lines and run this again.
 
 ### Deploy Gateway
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/gateway.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/gateway.yaml
    ```
    > **_NOTE:_** This file couples together the gateway infra and the HTTPRoute infra for a convenient, quick startup. Creating additional/different InferencePools on the same gateway will require an additional set of: `Backend`, `HTTPRoute`, the resources included in the `./config/manifests/gateway/ext-proc.yaml` file, and an additional `./config/manifests/gateway/patch_policy.yaml` file. ***Should you choose to experiment, familiarity with xDS and Envoy are very useful.***
 
@@ -81,13 +81,13 @@ This quickstart guide is intended for engineers familiar with k8s and model serv
 ### Deploy the Inference Extension and InferencePool
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/ext_proc.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/ext_proc.yaml
    ```
 ### Deploy Envoy Gateway Custom Policies
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/extension_policy.yaml
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/patch_policy.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/extension_policy.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/patch_policy.yaml
    ```
    > **_NOTE:_** This is also per InferencePool, and will need to be configured to support the new pool should you wish to experiment further.
    
@@ -96,7 +96,7 @@ This quickstart guide is intended for engineers familiar with k8s and model serv
    For high-traffic benchmarking you can apply this manifest to avoid any defaults that can cause timeouts/errors.
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/traffic_policy.yaml
+   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/traffic_policy.yaml
    ```
 
 ### Try it out
@@ -120,16 +120,16 @@ This quickstart guide is intended for engineers familiar with k8s and model serv
    The following cleanup assumes you would like to clean ALL resources that were created in this quickstart guide.  
    please be careful not to delete resources you'd like to keep.
    ```bash
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/traffic_policy.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/extension_policy.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/patch_policy.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/ext_proc.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/gateway.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/gateway/enable_patch_policy.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/inferencemodel.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/crd/bases/inference.networking.x-k8s.io_inferencepools.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/crd/bases/inference.networking.x-k8s.io_inferencemodels.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/vllm/cpu-deployment.yaml --ignore-not-found
-   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/config/manifests/vllm/gpu-deployment.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/traffic_policy.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/extension_policy.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/patch_policy.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/ext_proc.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/gateway.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/gateway/enable_patch_policy.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/inferencemodel.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/crd/bases/inference.networking.x-k8s.io_inferencepools.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/crd/bases/inference.networking.x-k8s.io_inferencemodels.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/vllm/cpu-deployment.yaml --ignore-not-found
+   kubectl delete -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/release-0.2/config/manifests/vllm/gpu-deployment.yaml --ignore-not-found
    kubectl delete secret hf-token --ignore-not-found
    ```