Runtime_env/app/orchestration/agent.py [405:422]:
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            agent_engine_resource_id=agent_engine_resource_id,
            model_name=model_name,
            max_retries=max_retries,
            max_output_tokens=max_output_tokens,
            temperature=temperature,
            top_p=top_p,
            top_k=top_k,
            return_steps=return_steps,
            verbose=verbose
        )


    def create_agent_executor(self):
        """
        Creates a Vertex AI Agent Engine Langchain Agent executor.
        """
        # If agent_engine_resource_id is provided, use the deployed Agent Engine
        if self.agent_engine_resource_id:
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Runtime_env/app/orchestration/agent.py [489:506]:
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            agent_engine_resource_id=agent_engine_resource_id,
            model_name=model_name,
            max_retries=max_retries,
            max_output_tokens=max_output_tokens,
            temperature=temperature,
            top_p=top_p,
            top_k=top_k,
            return_steps=return_steps,
            verbose=verbose
        )


    def create_agent_executor(self):
        """
        Creates a Vertex AI Agent Engine LangGraph Agent executor.
        """
        # If agent_engine_resource_id is provided, use the deployed Agent Engine
        if self.agent_engine_resource_id:
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