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在客服系统中如何应用多智能体架构提升响应质量?

2025-08-30 1.3 K

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基于SDK构建分级客服系统::

  1. 智能体分工设计::
    • 接待Agent:处理通用咨询(基础版)
    • 专家Agent:解决技术问题(需绑定知识库)
    • 质检Agent:监控服务过程(集成Guardrails)
  2. Workflow orchestration::
    • 根据问题复杂度自动升级服务层级
    • 敏感问题(如退款)强制路由至人工入口
  3. 特色功能实现::
    • expense or outlayfunction_tool集成工单系统
    • pass (a bill or inspection etc)handoffsRealization of multi-language support
  4. Effectiveness evaluation::
    • utilizationTracing数据统计解决率
    • analyzetool_calls优化知识库覆盖

Deployment recommendations:建议先针对高频简单问题实施,逐步扩展复杂场景,配合人工监控持续优化智能体指令集。

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