A powerful AI-assisted research and writing platform that puts humans in the loop. Ghost Agent combines modern AI technologies with human oversight to create a robust system for story development and research.
- AI-Powered Writing Assistant: Leverages Google Gemini for sophisticated language understanding and generation
- Interactive Frontend: Built with Next.js and CopilotKit for seamless AI interactions
- Real-time Research: Integrates Perplexity for up-to-date news and information gathering
- Human Oversight: Uses Humanlayer for function calling approval, ensuring human control over AI actions
- Advanced Monitoring: Weights & Biases Weave integration for system observability and performance tracking
- Next.js for a modern, responsive web interface
- CopilotKit for streamlined LLM interactions
- React for component-based UI development
- Python with FastAPI for high-performance API endpoints
- Google Gemini AI for advanced language processing
- Perplexity API for real-time research capabilities
- Humanlayer for function call approval workflows
- W&B Weave for system monitoring and debugging
- Python 3.8-3.12
- Node.js 16.x or higher
- npm 8.x or higher
- Create and activate a virtual environment:
python -m venv venv
source venv/bin/activate
- Install Python dependencies:
pip install -r requirements.txt
- Set up environment variables:
cp .env.example .env
Edit the .env file with your own values.
- Install Node.js dependencies:
npm install
- Start the development server:
npm run dev
- Start the backend server:
python backend/app/main.py
- In a new terminal, start the frontend:
npm run dev
- Access the application at
http://localhost:3000
- Enhanced Writing Process: Combine AI capabilities with human creativity
- Research Automation: Streamline information gathering with Perplexity integration
- Quality Control: Human oversight ensures output quality and accuracy
- Performance Monitoring: Track system behavior and optimize performance
- Scalable Architecture: Built on modern, scalable technologies