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@@ -2,6 +2,47 @@
 
 ## Problem Statement
 
+## Execution
+
+### Docker Compose
+The simplest way to run the application is to use `docker-compose`. This will start the frontend and backend services in separate containers.
+
+**Requirements:**
+- Docker
+
+```bash
+docker-compose up
+```
+
+The frontend will be available at `http://localhost:3001` and the backend will be available at `http://localhost:3002`.
+
+### Manual Setup
+If you prefer to run the frontend and backend services manually, you can follow the instructions below.
+
+**Requirements:**
+- Node.js
+- Yarn
+- Python 3.8
+- Poetry
+
+#### Frontend
+```bash
+cd frontend
+yarn install
+yarn dev
+```
+
+#### Backend
+```bash
+cd backend
+poetry install
+poetry run python -m lens_gpt_backend.main
+```
+
+#### Frontend
+
+#### Backend
+
 ## Technical Background
 
 ### Frontend