The Mind Sealer

AI-powered text selection for smarter learning 🧠

"The Mind Seal was humanity's most terrifying creation. Once sealed, a thought would stay in your brain forever, inerasable and undoubtable, permanent as the stars themselves."
— Liu Cixin, The Three-Body Problem

Overview • Features • Contributing

The Mind Sealer helps you retain knowledge more effectively by automatically identifying the most relevant passages for your learning goals, powered by Large Language Models (LLMs) and innovative selection strategies.

• 📚 Automated text passage selection
• 🎯 Custom relevance filtering based on your learning objectives
• 📑 PDF and text document support
• 🤖 Multiple LLM strategies for content analysis
• ⚡ Optimized for incremental learning workflows

The project's name draws inspiration from Liu Cixin's acclaimed science fiction novel "The Three-Body Problem," which features a fascinating concept called the "Mind Seal" — a technique that permanently imprints information into one's consciousness. While we can't quite achieve that level of retention, we can get closer through smart learning techniques.

Traditional reading often leads to information overload, with critical insights lost among less relevant details. Even when using Incremental Reading—a powerful technique that breaks down learning materials into manageable chunks for spaced review—the challenge remains: how do you identify which passages are truly worth your time?

Mind Sealer solves this by automatically analyzing your learning materials and selecting the most relevant content for your specific needs.

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

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add some amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

This project is licensed under the Apache 2.0 - see the LICENSE file for details.

• Inspired by Liu Cixin's "The Three-Body Problem"
• Built for the incremental learning community
• Powered by state-of-the-art LLM technology

We're Mycellium AI – a collective of engineers, hackers, and dreamers who love pushing the boundaries of what AI can do. Our crew comes from all corners of computer science, united by one simple belief: building cool stuff that makes a difference.

Why open source? Because knowledge, like fungi, grows better when it's shared. Everything we create is free, open, and ready for you to remix.

Got ideas? Want to contribute? Or just looking to join a team that's as passionate about AI as you are? Hit us up! We're always stoked to connect with fellow builders and thinkers.

Find us on GitHub.

P.S. If you haven't read "The Three-Body Problem" yet, seriously, what are you waiting for? 🚀📚