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 coordinate to achieve common targets. By harnessing the potential of collective wisdom, multi-agent AI can resolve complex problems that are beyond the capabiliti