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Joyful Bytes: Daily Positivity Through AI-Generated Art

Joyful Bytes is a project that transforms uplifting news stories into delightful AI-generated artwork. By combining web scraping, natural language processing, and AI image generation, pieces that spread joy and positivity are created daily.

Most Recent Image

🌟 Core Features

  • Daily Positive Content: Automated discovery and curation of uplifting news stories
  • AI-Powered Art Generation: Conversion of news stories into unique, stylized artwork
  • Web Interface: Simple date-based browsing of archived content
  • Automated Pipeline: Fully automated daily content generation and publication

🛠️ Technical Components

1. Content Discovery & Validation

  • Web scraping using Bing Search API
  • Multi-stage content validation using GPT models
  • Sentiment analysis and content filtering
  • Reference: utils/search.py and utils/validation.py

2. Content Processing

  • Advanced text summarization
  • Story context extraction
  • Automated prompt engineering
  • Reference: utils/ai.py (summarize_webpage function)

3. Image Generation

  • AI artwork generation using Replicate API
  • Style-consistent artwork creation
  • Quality validation and verification
  • Reference: utils/ai.py (generate_image function)

4. Web Interface

  • Streamlit-based user interface
  • Date-based content navigation
  • Responsive image and story display
  • Reference: app.py

🎯 How It Works

  1. Content Discovery: Daily search for positive news stories using Bing Search API (static queries)
  2. Content Validation: Multi-stage filtering using GPT models to ensure content quality and positivity
  3. Story Processing: Automated summarization and context extraction
  4. Art Generation: Creation of unique artwork using AI image generation
  5. Quality Control: Automated validation of generated images
  6. Publication: Daily updates to the web interface

🔧 Technical Stack

  • APIs: OpenAI GPT, Bing Search, Replicate
  • Frontend: Streamlit
  • Image Generation: Flux AI Model
  • Processing: Python with concurrent execution support
  • Storage: JSON-based content mapping

🤝 Contributing

Contributions are welcome! Whether it's improving the AI prompts, enhancing the web interface, or optimizing the content discovery pipeline, there are many ways to help make Joyful Bytes better.

📄 License

This project is licensed under the MIT License.

Spreading digital joy, one byte at a time! 🎨✨