Multi-agent AI architectures are emerging as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous entities that interact to achieve common targets. By harnessing the power of collective intelligence, multi-agent AI can tackle complex problems that are beyond the capabilities of sin