
    i                         S r SSKJrJr  SSKJrJr  SSKJr  SSK	J
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  SSKJrJr  SSKJrJrJrJrJr  SSKJr  SS	KJr  SS
KJr  SSKJr  SSKJr  SSKJr  SSK J!r!J"r"J#r#J$r$J%r%J&r&J'r'J(r(J)r)J*r*J+r+J,r,  / SQr-g)a  Entrypoint to using [Middleware](https://docs.langchain.com/oss/python/langchain/middleware) plugins with [Agents](https://docs.langchain.com/oss/python/langchain/agents).

!!! warning "Reference docs"
    This page contains **reference documentation** for Middleware. See
    [the docs](https://docs.langchain.com/oss/python/langchain/middleware) for conceptual
    guides, tutorials, and examples on using Middleware.
   )ClearToolUsesEditContextEditingMiddleware)HumanInTheLoopMiddlewareInterruptOnConfig)ModelCallLimitMiddleware)ModelFallbackMiddleware)PIIDetectionErrorPIIMiddleware)CodexSandboxExecutionPolicyDockerExecutionPolicyHostExecutionPolicyRedactionRuleShellToolMiddleware)SummarizationMiddleware)TodoListMiddleware)ToolCallLimitMiddleware)LLMToolEmulator)ToolRetryMiddleware)LLMToolSelectorMiddleware)AgentMiddleware
AgentStateModelRequestModelResponseafter_agentafter_modelbefore_agentbefore_modeldynamic_prompthook_configwrap_model_callwrap_tool_call)r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r	   r
   r   r   r   r   r   r   r   r   r   r   r   r   r    r!   N).__doc__context_editingr   r   human_in_the_loopr   r   model_call_limitr   model_fallbackr   piir	   r
   
shell_toolr   r   r   r   r   summarizationr   todor   tool_call_limitr   tool_emulatorr   
tool_retryr   tool_selectionr   typesr   r   r   r   r   r   r   r   r   r   r    r!   __all__     ^/home/james-whalen/.local/lib/python3.13/site-packages/langchain/agents/middleware/__init__.py<module>r4      sX    7 3 1  3 $ 4 * + 5    r2   