Added changes to README.md - local run and docker commands

README.md

@@ -23,7 +23,10 @@ Steps to install dependencies, configure settings, and prepare the environment.
 
 ## Run the Project
 Detailed instructions to execute the main script.
-
+```commandline
+python run.py
+python -m fe.gradio_app
+```
 ---
 
 ## API Endpoints and Usage
@@ -34,6 +37,11 @@ List of API endpoints, methods, input parameters, and example requests.
 ## Instructions for Building and Running the Docker Container
 Steps to create and run the Docker container for the application.
 
+```commandline
+docker-compose build --no-cache
+docker-compose up
+docker-compose down --volumes
+```
 ---
 
 ## Deployment Details