Replaces main refs with tag for POC Readme

Signed-off-by: Daneyon Hansen <[email protected]>

Author: danehans

pkg/README.md

@@ -17,7 +17,7 @@ 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/pkg/manifests/vllm/deployment.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/manifests/vllm/deployment.yaml
    ```
 
 1. **Install the Inference Extension CRDs:**
@@ -31,22 +31,22 @@ This quickstart guide is intended for engineers familiar with k8s and model serv
    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/pkg/manifests/inferencemodel.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/manifests/inferencemodel.yaml
    ```
 
 1. **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/pkg/manifests/gateway/enable_patch_policy.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/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.
 
 1. **Deploy Gateway**
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/pkg/manifests/gateway/gateway.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/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 `./manifests/gateway/ext-proc.yaml` file, and an additional `./manifests/gateway/patch_policy.yaml` file. ***Should you choose to experiment, familiarity with xDS and Envoy are very useful.***
 
@@ -60,14 +60,14 @@ This quickstart guide is intended for engineers familiar with k8s and model serv
 1. **Deploy the Inference Extension and InferencePool**
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/pkg/manifests/ext_proc.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/manifests/ext_proc.yaml
    ```
 
 1. **Deploy Envoy Gateway Custom Policies**
 
    ```bash
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/pkg/manifests/gateway/extension_policy.yaml
-   kubectl apply -f https://github.com/kubernetes-sigs/gateway-api-inference-extension/raw/main/pkg/manifests/gateway/patch_policy.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/manifests/gateway/extension_policy.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/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.
 
@@ -76,7 +76,7 @@ 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/pkg/manifests/gateway/traffic_policy.yaml
+   kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/gateway-api-inference-extension/refs/tags/v0.1.0-rc.1/pkg/manifests/gateway/traffic_policy.yaml
    ```
 
 1. **Try it out**