智能体角色配置示例"任务分解与分配","结果整合与验证","冲突协调与解决"],"全局状态感知","资源调度决策","优先级管理"},"技术问题诊断","产品功能解释","故障排查指导"],},"答案准确性","信息完整性","逻辑一致性"],"置信度评分","溯源完整性","用户满意度"ModelEngine的多智能体协作系统代表了AI应用开发的新方向。通过专业化的智能体分工、高效的协作机制和完