Multi-agent artificial intelligence (AI) is revolutionizing our capacity to tackle intricate tasks by enabling autonomous agents to coordinate. These intelligent entities can specialize on distinct aspects of a problem, leveraging their combined knowledge and strengths to achieve enhanced results. This paradigm shift in AI offers extraordinary pot