Update base files

.gitignore

@@ -158,7 +158,7 @@ cython_debug/
 #  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
+.idea/
 
 # ---> Node
 # Logs

README.md

@@ -1,3 +1,107 @@
-# ai-training-monitor
+# Training Monitor
 
-Real-time monitoring system for ML training processes, specialized for diffusion model training visualization
+Real-time monitoring system for ML training processes, specialized for diffusion model training visualization.
+
+## Features
+
+- Real-time training progress visualization
+- Training metrics monitoring (loss, learning rate, ETA)
+- Sample image gallery with timeline view
+- Remote SFTP data source integration
+- Docker-based deployment
+
+## Project Structure
+
+```
+training-monitor/
+├── frontend/                 # React frontend application
+│   ├── src/
+│   ├── public/
+│   ├── Dockerfile
+│   └── package.json
+├── backend/                  # FastAPI backend application
+│   ├── app/
+│   │   ├── api/             # API routes
+│   │   ├── core/            # Core functionality
+│   │   ├── models/          # Data models
+│   │   └── services/        # Business logic
+│   ├── tests/
+│   └── Dockerfile
+├── docker/
+│   └── docker-compose.yml
+└── scripts/                  # Utility scripts
+```
+
+## Tech Stack
+
+- **Frontend**: React (v18+)
+    - Tailwind CSS for styling
+    - React Query for data fetching
+    - React Router for navigation
+
+- **Backend**: FastAPI
+    - Paramiko for SFTP operations
+    - Pydantic for data validation
+    - SQLAlchemy for database (if needed)
+
+## Setup Instructions
+
+1. Clone the repository:
+```bash
+git clone https://github.com/yourusername/training-monitor.git
+cd training-monitor
+```
+
+2. Start the development environment:
+```bash
+docker-compose up --build
+```
+
+The application will be available at:
+- Frontend: http://localhost:3000
+- Backend API: http://localhost:8000
+- API Documentation: http://localhost:8000/docs
+
+## Development
+
+### Frontend Development
+```bash
+cd frontend
+npm install
+npm run dev
+```
+
+### Backend Development
+```bash
+cd backend
+python -m venv venv
+source venv/bin/activate  # or `venv\Scripts\activate` on Windows
+pip install -r requirements.txt
+uvicorn app.main:app --reload
+```
+
+## Configuration
+
+Create a `.env` file in the root directory:
+
+```env
+# Backend
+SFTP_HOST=34.34.46.100
+SFTP_USER=felipe.cardoso
+SFTP_PASSWORD=your_password
+SFTP_PATH=/data/datasets/ovs_bangel_001/output/ovs_bangel_001/samples
+
+# Frontend
+REACT_APP_API_URL=http://localhost:8000
+```
+
+## Contributing
+
+1. Create a feature branch
+2. Commit your changes
+3. Push to the branch
+4. Create a Pull Request
+
+## License
+
+[Your chosen license]