Multi-agent AI systems are emerging as a transformative force in the realm Multi AI Agents of artificial intelligence. These intelligent systems comprise multiple autonomous actors that coordinate to achieve common objectives. By harnessing the strength of collective intelligence, multi-agent AI can tackle complex issues that are beyond the capabil