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LangGraph Supervisor's Instrumented Agent Handoff Mechanism Improves Multi-Intelligence Collaboration Efficiency

2025-09-09 1.7 K

LangGraph Supervisor introduces an instrumented agent handover mechanism that is an innovative solution for multi-intelligence system management. This mechanism allows seamless task handover between different specialized agents, dramatically improving the smoothness and efficiency of system operation.

Specific realizations include:

  • Creating a supervisor agent with the create_supervisor function
  • Define specialized agents using create_react_agent
  • Establish a clear division of tasks and agency roles
  • Normalized messaging protocol

Taking the application scenario in the example as an example, when the user queries "the total number of employees of FAANG Company in 2024", the research expert agent is responsible for collecting the data, and the math expert agent is responsible for calculating the sum, and the whole process is automatically completed under the coordination of the supervisory agent. Compared with the traditional manual switching method, this instrumented handover reduces the coordination cost by more than 70%.

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