Gaurav Ghodinde

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PagePalette 📚✨ ​

GitHub

Overview ​

PagePalette is an innovative web application that transforms the reading experience by generating real-time illustrations for text content. It combines the power of natural language processing with image generation to create a dynamic, visual storytelling platform.

🎯 Project Goals ​

  • Create an immersive reading experience by automatically generating relevant illustrations
  • Make classic literature and stories more engaging through visual elements
  • Provide an accessible platform for both readers and content creators
  • Demonstrate the practical application of AI in enhancing digital reading experiences

🛠️ Tech Stack ​

Frontend ​

  • React.js - Core frontend framework
  • Vite - Build tool and development environment
  • Tailwind CSS - Utility-first CSS framework
  • Shadcn/ui - Reusable component library

Backend ​

  • Node.js - Runtime environment
  • Express.js - Web application framework
  • Hugging Face API - AI model integration for text analysis and image generation

AI/ML Integration ​

  • Stable Diffusion - Image generation model via Hugging Face
  • Text Analysis Models - For context understanding and scene detection

Development Tools ​

  • TypeScript - Type safety and better development experience
  • Git - Version control
  • GitHub Actions - CI/CD pipeline

🌟 Key Features ​

Dynamic Illustration Generation ​

  • Real-time image generation based on text context
  • Smart scene detection for relevant visual content
  • Support for various literary styles and genres

Customizable Reading Experience ​

  • Adjustable text formatting and layout
  • Multiple theme options
  • Support for different book formats and sources

Interactive Interface ​

  • Smooth navigation between chapters
  • Easy-to-use controls for image generation
  • Responsive design for all device sizes

💡 Implementation Details ​

Text Processing Pipeline ​

  1. Text segmentation into meaningful chunks
  2. Context analysis for scene understanding
  3. Prompt generation for image creation
  4. Integration with Hugging Face API for image generation

Performance Optimizations ​

  • Lazy loading of images
  • Caching of generated content
  • Efficient state management
  • Progressive web app capabilities

🚀 Future Enhancements ​

  • Audio narration integration
  • User accounts and reading progress tracking
  • Community features for sharing and discussing
  • Support for user-uploaded content
  • Enhanced customization options

📝 Installation and Setup ​

bash
# Clone the repository
git clone https://github.com/gauravghodinde/PagePalette.git

# Navigate to project directory
cd PagePalette

# Install dependencies
npm install

# Start development server
npm run dev

🤝 Contributing ​

Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.

📄 License ​

This project is licensed under the MIT License - see the LICENSE file for details.

👥 Team ​

  • Gaurav Ghodinde - Developer
  • [Add other team members if any]

📞 Contact ​

For any queries or suggestions, please reach out to:

Note: This project uses the Hugging Face API for AI functionalities, providing a more accessible and customizable solution compared to traditional OpenAI implementations.