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@@ -25,7 +25,6 @@ The following example demonstrates how to use `ToolboxClient` with LangChain's m
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{{< include "python/langchain/agent.py" >}}
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```
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For more information, see the [LangChain Middleware documentation](https://docs.langchain.com/oss/python/langchain/middleware/custom#wrap-style-hooks).
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You can also add model-level (`wrap_model`) and agent-level (`before_agent`, `after_agent`) hooks to intercept messages at different stages of the execution loop. See the [LangChain Middleware documentation](https://docs.langchain.com/oss/python/langchain/middleware/custom#wrap-style-hooks) for details on these additional hook types.
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{{% /tab %}}
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{{< /tabpane >}}
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