Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle demanding tasks by enabling independent agents to coordinate. These intelligent entities can focus on specific aspects of a problem, leveraging their collective knowledge and capabilities to achieve enhanced results. This paradigm shift in AI offers extraordinary opp