Multi-agent AI architectures are gaining traction as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous entities that interact to achieve common goals. By harnessing the potential of collective wisdom, multi-agent AI can tackle complex issues that are beyond the scope of single a