Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle complex tasks by enabling 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 unprecedented oppor