LEAP Agent for Climate Research

This fork of the Agent-First-Organization repository includes several enhancements and additions focused on climate research applications.

Added Features

LEAP Agent

• Added specialized LEAP agent for climate research applications
• Enhanced agent capabilities for scientific research and collaboration

Configuration Files

• Added config.json - Base configuration for the LEAP agent
• Added leap_enhanced_config.json - Extended configuration with additional parameters for advanced use cases

Evaluation Framework

• Implemented comprehensive evaluation capabilities
• Added metrics tracking for agent performance
• Includes goal completion rate tracking

TaskGraphs

• Added enhanced TaskGraph functionality
• Improved task planning and execution
• Better coordination between specialized workers

Specialized Workers

Added new workers for climate research:

• Citation generator for academic references
• Dataset finder for locating relevant climate data
• Research collaboration assistant

Getting Started

To use these enhancements:

1. Clone this repository
2. Install dependencies with pip install -r requirements.txt
3. Configure your API keys in a new .env file
4. Use the LEAP configuration files to initialize the agent
5. Run the agent with python run.py --input-dir ./examples/leap