The project is organized into modular directories:

• core/: Contains the core components like task queues, orchestrators, etc.
• agents/: Includes AI agents like planner, executor, etc.
• tools/: Utility modules such as browsers and schemas.
• memory/: Vector memory management.
• billing/: Subscription and billing management.
• web/: Web application and API routes.
• mcp/: Client and registry.
• tests/: Automated tests.

1. Install dependencies:

   pip install -r requirements.txt
   

2. Run the application:

   python main.py