MemeDock - AI-Powered Meme Search Engine

A semantic meme search engine powered by AI that understands context and meaning, not just keywords.

🚀 Features

• AI-Powered Search: Uses SentenceTransformer to understand semantic meaning
• External Fallback: Searches Reddit and Imgflip when local vault doesn't have matches
• Community Features: Vote on memes, submit your own
• Beautiful UI: Premium, mobile-responsive design with glassmorphism
• Meme Customization: Add captions, adjust text, download with edits

🛠️ Tech Stack

Frontend:

• Next.js 16 (React)
• TypeScript
• Tailwind CSS
• Framer Motion

Backend:

• FastAPI (Python)
• SentenceTransformers (AI)
• NumPy
• PRAW (Reddit API)

📁 Project Structure

meme_vault/
├── backend/
│   ├── main.py              # FastAPI app
│   ├── search_engine.py     # AI search logic
│   ├── fallback.py          # External meme fetching
│   └── requirements.txt     # Python dependencies
├── frontend/
│   ├── app/                 # Next.js pages
│   ├── components/          # React components
│   └── public/              # Static assets
├── images/                  # Meme image files
├── metadata/
│   ├── meme_metadata.json   # Meme information
│   └── meme_embeddings.json # AI embeddings
└── scripts/                 # Utility scripts

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

📄 License

MIT License - feel free to use this project for learning or your own projects!

🙏 Acknowledgments

• SentenceTransformers for the AI model
• The meme community for inspiration
• All contributors and users

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Built with ❤️ by an ambitious teenager learning to code