diff --git a/README.md b/README.md
index 519cf24..946dfa9 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,8 @@
 # Agora Virtual Avatars using MediaPipe
 The code in this repo demonstrates how to use MediaPipe and Agora to implement responsive virtual avatars within Agora Live Video streams.
 
+For an explination of the code: View [GUIDE.md](/docs/GUIDE.md)
+
 ## Demo
 ![build deploy to pages workflow](https://github.com/digitallysavvy/agora-mediapipe-readyplayerme/actions/workflows/deploy-to-pages.yaml/badge.svg)  
 Ping the token server: [<< Send Ping >>](https://agora-token-server-caak.onrender.com/ping)  
@@ -8,37 +10,44 @@ Once token server responds, test the build: [https://digitallysavvy.github.io/ag
 
 ## Setup
 1. Clone the repo
-2. Copy `.env-example` file and rename to `.env`
-```bash
-cp .env-example .env
-```
-3. Set the APP_ID, and TOKEN_SERVER env variables in the .env file
+1. Copy `.env-example` file and rename to `.env`  
+
+   ```bash
+   cp .env-example .env
+   ```
+1. Set the APP_ID, and TOKEN_SERVER env variables in the .env file
 
 ## Test in Dev mode
 1. Follow steps in setup
-2. Open the terminal and navigate to repo folder
-3. Use this command to run dev mode with local webserver: 
-```npm run dev```
+1. Open the terminal and navigate to repo folder
+1. Use this command to run dev mode with local webserver: 
+
+```bash
+npm run dev
+```
 
 ## Build for production
 1. Follow steps in setup
-2. Open the terminal and navigate to repo folder
-3. Use this command to run the build script: 
-```npm run build```
-4. Upload the contents of the new `dist` folder to your webserver
-5. Make sure the server has your Agora API key, and Agora Token server url are set in the environment variables using the env variables `VITE_AGORA_APP_ID` & `VITE_AGORA_TOKEN_SERVER_URL`
+1. Open the terminal and navigate to repo folder
+1. Use this command to run the build script: 
+
+   ```bash
+   npm run build
+   ```
+1. Upload the contents of the new `dist` folder to your webserver
+1. Make sure the server has your Agora API key, and Agora Token server url are set in the environment variables using the env variables `VITE_AGORA_APP_ID` & `VITE_AGORA_TOKEN_SERVER_URL`
 
 ## Deploy to GitHub Pages
 This project is setup with a GitHub actions workflow to deploy the project to GitHub pages, if enabled in the project settings. 
 
 To enable GitHub Pages build via GitHub Actions:
 1. Clone or Fork the project (https://github.com/digitallysavvy/agora-mediapipe-readyplayerme/)
-3. Click the project's Settings tab
-4. Click the Pages tab in the left column menu
-5. Under Build and deployment, select GitHub Actions as the Source
-6. Click the Environments tab in the left column menu
+1. Click the project's Settings tab
+1. Click the Pages tab in the left column menu
+1. Under Build and deployment, select GitHub Actions as the Source
+1. Click the Environments tab in the left column menu
 7. Click github-pages from the Environments list
-8. Click Add variable under the Environment variable section
-9. Set the name `VITE_AGORA_APP_ID` and your Agora AppId as the value.
-10. Repeat step 8 and add `VITE_AGORA_TOKEN_SERVER_URL` and the url to your [agora token service](https://github.com/AgoraIO-Community/agora-token-service) url.
+1. Click Add variable under the Environment variable section
+1. Set the name `VITE_AGORA_APP_ID` and your Agora AppId as the value.
+1. Repeat step 8 and add `VITE_AGORA_TOKEN_SERVER_URL` and the url to your [agora token service](https://github.com/AgoraIO-Community/agora-token-service) url.
 10. (optional) If you used a different name for your github repo, update the `vit.config.js` file to update the url if you change the project name
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