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