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Semantic Tiles - Knowledge Map

A visual knowledge management system that organizes information using semantic relationships and Voronoi diagrams.

Features

• Create hierarchical knowledge domains with semantic relationships
• Upload and manage documents within domains
• Visualize knowledge domains using Voronoi diagrams
• Query documents using AI-powered semantic search
• Get document summaries with AI

Technology Stack

• Frontend: React.js with D3.js for visualizations
• Backend: Flask REST API
• AI/ML: OpenAI embeddings and GPT-4 for semantic processing

Getting Started

Prerequisites

• Python 3.10+
• Node.js 16+
• OpenAI API key

Installation

1. Clone the repository

   git clone https://github.com/PaoloTCS/semantic-tiles.git
   cd semantic-tiles
   

2. Install backend dependencies

   pip install -r requirements.txt
   

3. Configure environment variables Create a .env file in the backend directory with:

   OPENAI_API_KEY=your_openai_api_key
   SECRET_KEY=your_secret_key
   

4. Install frontend dependencies

   cd frontend
   npm install
   

Running the Application

1. Start the backend server

   cd backend
   python run.py
   

2. Start the frontend application

   cd frontend
   npm start
   

3. Open your browser and navigate to http://localhost:3000

Usage

1. Create your first knowledge domain
2. Upload documents to your domain
3. Navigate through the Voronoi diagram to explore your knowledge hierarchy
4. Add sub-domains to organize your knowledge
5. Use the document panel to query and interact with your documents

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

• OpenAI for embeddings and language models
• D3.js for visualization capabilities