Multi-agent AI systems are emerging as a transformative force in the realm of artificial intelligence. These complex systems comprise multiple autonomous actors that collaborate to achieve common targets. By harnessing the potential of collective wisdom, multi-agent AI can tackle complex challenges that are beyond the reach of single agents. Throu