Multi-agent artificial intelligence (AI) is revolutionizing our capacity to tackle intricate tasks by facilitating independent agents to collaborate. These intelligent entities can specialize on specific aspects of a problem, leveraging their combined knowledge and strengths to achieve optimal results. This paradigm shift in AI offers remarkable p