Successfully deploying multi-agent AI systems for complex challenges necessitates a sophisticated coordination strategy. Each entity within the system must collaborate effectively to accomplish a shared target. This requires careful design of the interaction platform, coupled with robust Multi AI Agents methods for planning. Challenges arise in fie