Multi-agent artificial intelligence (AI) is revolutionizing our skill to tackle complex tasks by empowering autonomous agents to collaborate. These intelligent entities can concentrate on distinct aspects of a problem, leveraging their collective knowledge and assets to achieve enhanced results. Th