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.
- 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
- Web scraping using Bing Search API
- Multi-stage content validation using GPT models
- Sentiment analysis and content filtering
- Reference:
utils/search.py
andutils/validation.py
- Advanced text summarization
- Story context extraction
- Automated prompt engineering
- Reference:
utils/ai.py
(summarize_webpage function)
- AI artwork generation using Replicate API
- Style-consistent artwork creation
- Quality validation and verification
- Reference:
utils/ai.py
(generate_image function)
- Streamlit-based user interface
- Date-based content navigation
- Responsive image and story display
- Reference:
app.py
- Content Discovery: Daily search for positive news stories using Bing Search API (static queries)
- Content Validation: Multi-stage filtering using GPT models to ensure content quality and positivity
- Story Processing: Automated summarization and context extraction
- Art Generation: Creation of unique artwork using AI image generation
- Quality Control: Automated validation of generated images
- Publication: Daily updates to the web interface
- APIs: OpenAI GPT, Bing Search, Replicate
- Frontend: Streamlit
- Image Generation: Flux AI Model
- Processing: Python with concurrent execution support
- Storage: JSON-based content mapping
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.
This project is licensed under the MIT License.
Spreading digital joy, one byte at a time! 🎨✨