The document outlines a system for creating an AI agent swarm using OpenAI's API and function calling capabilities to mimic the functionality of ClawTeam, a command-line tool for managing task-oriented swarms. It defines classes and functions to manage tasks, coordinate agents, and handle communication within the swarm. Key components include a TaskBoard class for tracking tasks, an InboxSystem for messaging between agents, and a SwarmAgent class that wraps an LLM reasoning loop allowing agents to call tools multiple times before producing a final answer. The system includes specialized roles such as a leader agent responsible for planning and assigning tasks based on high-level goals provided by the user. It also features a display function to visualize the task board and agent roster in a structured format, facilitating oversight of swarm operations.
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