Multi-agent AI systems are gaining traction as a transformative force in the realm of artificial intelligence. These complex systems comprise multiple autonomous entities that coordinate to achieve common targets. By harnessing the power of collective wisdom, multi-agent AI can tackle complex problems that are beyond the capabilities of single agen