LearnLoop

LearnLoop is an intelligent learning companion that dynamically builds and expands a visual map of your knowledge, using AI-powered conversations and automated research to help you explore and remember new topics.

• Interactive Knowledge Graph: Visualize and expand your learning topics through an interactive force-directed graph
• AI-Powered Voice Conversations: Engage in real-time voice conversations about any topic
• Automated Research: Get recent news and developments about your topics of interest
• Personalized Learning: Your learning graph evolves based on your interests and interactions
• Persistent Memory: All your learning progress is saved and can be accessed anytime

• Python 3.9+
• Node.js 18+
• Chrome browser (for Dex extension)
• Supabase account
• Anthropic API key
• OpenAI API key

1. Clone the repository:

git clone https://github.com/yourusername/learnloop.git
cd learnloop

2. Set up the backend:

cd backend
python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate
pip install -r requirements.txt

3. Set up the frontend:

cd frontend
npm install

4. Install the Dex Chrome extension:

   • Visit the Chrome Web Store
   • Install the extension
   • Use Command+J (Mac) to activate Dex

5. Set up environment variables:

Create .env files in both backend and frontend directories:

Backend .env:

ANTHROPIC_API_KEY=your_anthropic_api_key
SUPABASE_URL=your_supabase_url
SUPABASE_KEY=your_supabase_key

Frontend .env:

NEXT_PUBLIC_SUPABASE_URL=your_supabase_url
NEXT_PUBLIC_SUPABASE_ANON_KEY=your_supabase_anon_key

1. Start the backend server:

cd backend
source .venv/bin/activate  # On Windows: .venv\Scripts\activate
python main.py

2. Start the frontend development server:

cd frontend
npm run dev

3. Start the Dex MCP server:

cd dex-mcp
python main.py

The application will be available at http://localhost:3000

learnloop/
├── backend/           # Flask backend server
├── frontend/         # Next.js frontend application
├── dex-mcp/         # Browser automation server
└── README.md        # This file

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 MIT License - see the LICENSE file for details.

• Anthropic for Claude API
• OpenAI for GPT-4 and voice API
• Supabase for database and authentication
• Dex for browser automation