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PocketFlow如何实现多智能体协作?请举例说明

2025-08-29 1.5 K

多智能体协作机制与示例

PocketFlow通过add_node()cap (a poem)connect()方法实现智能体间的数据流转:

flow.add_node("agent1", lambda x: "智能体1说:你好") 
flow.add_node("agent2", lambda x: f"智能体2回答:{x},你也好")
flow.connect("agent1", "agent2")

该机制的特点是:

  • 每个智能体对应一个功能节点
  • 连接线定义数据流向和任务顺序
  • 支持链式/星型/网状等任意拓扑结构

Typical application scenarios include:

  1. 对话系统(问答接力)
  2. 分布式任务处理(结果聚合)
  3. 多模型协同(如LLM+图像模型)

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