Add session manager to python strands agent

[JordanHanley]

Overview

Small change to the Strands agent wrapper to allow usage of the session manager for conversation persistence and loading

Sample Usage

    MEM_ID = "test-mem-id"
    ACTOR_ID = "actor_id_test_%s" % datetime.now().strftime("%Y%m%d%H%M%S")
    SESSION_ID = "testing_session_id_%s" % datetime.now().strftime("%Y%m%d%H%M%S")


    # Create agent
    agent = Agent(
        model=load_model(),
        system_prompt="""
            You are a helpful assistant with code execution capabilities. Use tools when appropriate.
        """,
        tools=[code_interpreter.code_interpreter, add_numbers] + tools
    )

    def create_session_manager(input: RunAgentInput):
        agentcore_memory_config = AgentCoreMemoryConfig(
            memory_id=MEM_ID,
            session_id=input.thread_id,
            actor_id=input.forwarded_props["username"],
        )

        return AgentCoreMemorySessionManager(
            agentcore_memory_config=agentcore_memory_config,
            region_name="us-east-1"
        )


    return StrandsAgent(
        agent=agent,
        name="ag_ui_wrapper",
        config=StrandsAgentConfig(
            session_manager_provider=create_session_manager
        )
    )

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