A weight loss and fitness app that uses AI vision to analyze food images, calculate calories, and track your eating habits over time.

• 📸 Take pictures of your food
• 🔍 AI-powered food recognition and calorie estimation
• 🏷️ Automatic food tagging and description
• 📊 Track your eating habits over time
• 📱 Mobile-friendly interface

1. Upload a photo of your food
2. The app uses Llama 4 Maverick vision AI to analyze the image
3. Get instant feedback on calories, ingredients, and nutritional information
4. View your eating history and trends over time

• Backend: TypeScript with Hono framework
• AI Vision: Llama 4 Maverick via Groq API
• Database: SQLite for data storage
• Frontend: HTML, CSS (Tailwind), and JavaScript

├── backend/
│   ├── database/
│   │   ├── schema.ts       # Database schema
│   │   └── queries.ts      # Database queries
│   ├── services/
│   │   └── vision.ts       # Groq API integration
│   ├── routes/
│   │   ├── analyze.ts      # Food analysis endpoint
│   │   ├── entries.ts      # Food entries endpoints
│   │   └── stats.ts        # Statistics endpoints
│   └── index.ts            # Main entry point
├── frontend/
│   ├── components/
│   │   ├── camera.js       # Camera capture component
│   │   ├── history.js      # Food history component
│   │   └── stats.js        # Statistics component
│   ├── index.html          # Main HTML template
│   ├── app.js              # Frontend logic
│   └── style.css           # Custom styles
└── shared/
    └── types.ts            # Shared type definitions

1. Visit the app URL
2. Upload a food image or take a photo
3. View the AI analysis of your food
4. Track your progress over time