Multi-agent AI systems are gaining traction as a transformative force in the realm of artificial intelligence. These intelligent systems comprise multiple autonomous actors that interact to achieve common objectives. By harnessing the power of collective intelligence, multi-agent AI can resolve complex problems that are beyond the capabilities of s