A web-based application for transforming textual concepts into high-quality 2D images and production-ready 3D models.

To progress again, man must remake himself

1. User Authentication - Secure signup/login with bcrypt password hashing
2. Credit System - Simple mock payment system for testing
3. Document Analysis - LLM powered entity extraction
4. 2D Image Generation - High quality images via OpenAI DALL-E 3
5. 3D Model Generation - Image-to-3D conversion using Stability AI

pip install -r requirements.txt

The .env file already contains the necessary API keys:

• OPENAI_API_KEY - For DALL-E 3 image generation
• STABILITY_API_KEY - For 3D model generation
• TOGETHER_API_KEY - For document analysis

All keys are pre-configured and ready to use!

python main.py

The application will be available at http://localhost:8080

• New users receive 5 free credits upon registration
• Existing users can log in with their credentials

• Upload .txt or .md files containing character descriptions or object details
• Click "Analyze Documents" to extract entities using AI

• Select an extracted entity from the list
• Add optional style modifications
• Click "Generate Image" to create a high-quality 2D image

• After generating an image, click "Generate 3D Model"
• View the interactive 3D preview
• Download the .glb file for use in other applications

• When credits run low, click "Buy Credits"
• Enter the payment password: sculptor (from SECRET_KEY in .env)
• 10 credits will be added instantly after verification
• You can change the password by editing SECRET_KEY in .env file

sculpt/
├── main.py              # Main application entry point and UI
├── auth.py              # Authentication functions
├── database.py          # SQLAlchemy models and CRUD operations
├── api_clients.py       # OpenAI and Stability AI integrations
├── rag.py               # txtai-based entity extraction
├── mock_payment.py      # Mock payment system for testing
├── requirements.txt     # Python dependencies
├── .env                 # Environment variables (not in git)
└── README.md           # This file

• All passwords are hashed using bcrypt
• API keys are stored in .env (never commit this file)
• Session management uses secure cookies
• Credit deductions only occur after successful API calls

• 2D Image Generation: 1 credit
• 3D Model Generation:
  • Stable Point Aware 3D: 1 credit (cost-effective, good quality)
  • Stable Fast 3D: 3 credits (premium quality, faster generation)
• Get 10 credits by entering password

• NiceGUI - Web framework and UI
• SQLAlchemy - Database ORM
• OpenAI - DALL-E 3 image generation
• Stability AI - Stable Fast 3D model generation
• passlib - Password hashing