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Agents

We recommend that you use LangGraph for building agents.

Please see the following resources for more information:

Legacy Agent Concept: AgentExecutor​

LangChain previously introduced the AgentExecutor as a runtime for agents. While it served as an excellent starting point, its limitations became apparent when dealing with more sophisticated and customized agents. As a result, we're gradually phasing out AgentExecutor in favor of more flexible solutions in LangGraph.

Transitioning from AgentExecutor to LangGraph​

If you're currently using AgentExecutor, don't worry! We've prepared resources to help you:

  1. For those who still need to use AgentExecutor, we offer a comprehensive guide on how to use AgentExecutor.

  2. However, we strongly recommend transitioning to LangGraph for improved flexibility and control. To facilitate this transition, we've created a detailed migration guide to help you move from AgentExecutor to LangGraph seamlessly.

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