link to website in example readme

source/Examples/SmartCache/README.md

@@ -32,19 +32,19 @@ TODO: Diagrams
 
 To build and run the necessary components for this example
 
-1. [Build the Docker image](../../../documentation/01-Prerequisites.md#build-the-docker-image) using the [`Dockerfile`](../../../Dockerfile#mlos-github-tree-view) at the root of the repository.
+1. [Build the Docker image](https://microsoft.github.io/MLOS/documentation/01-Prerequisites/#option-1-linux-docker-build-env) using the [`Dockerfile`](../../../Dockerfile#mlos-github-tree-view) at the root of the repository.
 
  ```shell
  docker build --build-arg=UbuntuVersion=20.04 -t mlos/build:ubuntu-20.04 .
  ```
 
-2. [Run the Docker image](../../../documentation/02-Build.md#create-a-new-container-instance) you just built.
+2. [Run the Docker image](https://microsoft.github.io/MLOS/documentation/02-Build/#create-a-new-container-instance) you just built.
 
  ```shell
  docker run -it -v $PWD:/src/MLOS --name mlos-build mlos/build:ubuntu-20.04
  ```
 
-3. Inside the container, [build the compiled software](../../../documentation/02-Build.md#cli-make) with `make`:
+3. Inside the container, [build the compiled software](https://microsoft.github.io/MLOS/documentation/02-Build/#cli-make) with `make`:
 
  ```sh
  make all install