Publication date: Apr 15, 2025

Each agent maintains its own scratchpad while the supervisor orchestrates communication and delegates tasks based on agent capabilities. The Supervisor Agent forwards the chosen destination to the Flight Agent, which searches available flights for the given date. The Supervisor Agent activates the Hotel Agent, which searches for hotels in the destination city. It addresses challenges in multi-agent architectures through state management, agent coordination, and workflow orchestration, offering features like memory management, error handling, and human-in-the-loop capabilities. The IDEs visualization tools allow developers to represent agent flows as intuitive graphic wheels, making it straightforward to understand and modify complex system architectures. The Supervisor Agents graph orchestrates the overall multi-agent workflow. tools. py This script contains the concrete implementations of agent capabilities. For instructions, see Quickstart: Launch Local LangGraph Server. Core componentsEach agent is structured with two primary components:graph. py This script defines the agents workflow and decision-making logic.

Semantics

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