Successfully implementing multi-agent AI systems for complex problems necessitates a sophisticated coordination strategy. Each agent within the system must collaborate effectively to achieve a shared objective. This demands careful structure of the interaction platform, coupled with robust methods for decision-making. Challenges arise in fields suc