Supermemory

🚀 SuperMemory

SuperMemory is a vector database-driven knowledge management tool implemented through browser extensions and backend services. It enables users to convert web content into searchable vector embeddings and utilize AI for generative responses.

🚀 Quick Start

Please refer to SELF-HOSTING-GUIDE.md for installation instructions.

✨ Features

Core Functions

• Content Storage: Save web page content as vector embeddings via the Chrome extension.
• Content Retrieval: Quickly find relevant content through similarity search.
• Q&A System: Support context-based Q&A.
• Knowledge Building: Continuously learn and accumulate to form a persistent knowledge base.

Project Features

1. Completely open-source and free to use.
2. Support local deployment, which is simple and easy.
3. Integrate multiple excellent open-source components.
4. Easy to expand and customize.

📦 Installation

Please refer to SELF-HOSTING-GUIDE.md for installation instructions.

🔧 Technical Details

Technical Architecture

Frontend

• Chrome Extension: Used for web content scraping and preliminary processing.
  • Use Extension JS.
  • Manage styles with TailwindCSS.
  • Based on React.

Backend

• Vector Storage: Use Postgres + Pgvector.
• AI Processing: Implement text generation and analysis through Cloudflare Workers.
• Data Management: Adopt R2 object storage and Cloudflare KV for efficient storage.

📄 License

SuperMemory follows the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, allowing free use for personal and non-profit projects, but the source code must remain open. For commercial use, please contact the author.

🤝 Contribution Guide

Any contributions are highly welcome! Whether it's submitting issues, fixing bugs, adding features, or simply giving a star, it's a great encouragement to the project.

🙏 Thanks

Special thanks to the following sponsors:

👨‍💻 Project Maintainer

This project is developed by Me, a student developer. Due to personal limitations, the project is mainly used for technical exploration and not fully commercially operated.

💪 How to Support

• Star the project to increase its exposure.
• Submit issues to report problems or suggest features.
• Contribute code to help improve the project.
• Share the project with more people.

Thank you for your attention and support!