updates to README.md

README.md

@@ -24,7 +24,9 @@ A Flask-based web application that provides personalized recommendations for Net
 - Docker deployment available
 
 ## Prerequisites
-Ensure you have the following installed:
+- **Google Chrome and Internet Access**
+
+Ensure you have the following installed to build/run locally:
 - **Python 3.12+** (Check with `python --version` or `python3 --version`)
 - **Node.js and npm** (Check with `node -v` and `npm -v`)
 - **pip** (Python package manager)
@@ -127,9 +129,14 @@ docker run -p 7860:7860 my-recommend-app
 
 access app at http://0.0.0.0:7860 or http://localhost:7860
 
-<!-- #### Run with gunicorn
-```sh
-gunicorn -w 2 -b 0.0.0.0:7860 recommend_app:app
-``` -->
+# Example Use of the Application
+
+## Steps:
+1. Enter the name of a Netflix show or movie you like.
+2. As you type, autocomplete will suggest matching options.
+3. Select one of the autocomplete suggestions.
+4. The application will display 10 similar movies and shows, each with a corresponding similarity score percentage.
+
+