I am creating an agent using create_react_agent. I wish to see the intermediate_steps but if i use AgentExecutor, I do not have control since it runs all the steps before it gives me back the control. I need to use a conditional_edge for which i need to see the intermediate steps after each tool exe…

With create_react_agent, the intermediate steps are stored in the graph state, not in a separate intermediate_steps field like with AgentExecutor. The LangGraph agent automatically handles tool execution and stores results in the state. To access intermediate steps after each tool execution, check t…

This is the state that i am seeing last - {‘messages’: [HumanMessage(content=“1. Go to https://www.snapdeal.com/ and search for a laptop.”, additional_kwargs={}, response_metadata={}, id=‘54bafa5e-5702-4060-a13b-ce38eb26035a’), AIMessage(content=‘’, additional_kwargs={}, response_metadata={}, id=‘…

Create_react_agent and intermediate_steps without an AgentExecutor

OSS Product Help LangGraph

ibrahim July 17, 2025, 7:09pm 4

Btw, I am using MessagesState to store the state (graph = StateGraph(MessagesState)).

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Create_react_agent and intermediate_steps without an AgentExecutor

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