use content_and_artifact with create_tool_calling_agent()

[userdsr]

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Example Code

python

@tool(response_format='content_and_artifact')
def get_weather_info(city:str):
    """
    search the weather info of the target city
    - city：target city
    """
    return (f"done！the weather info of {city} is: \n xxxxxxxx。",["test11111"])

agent = create_tool_calling_agent(
    tools=[get_weather_info],
    llm=llm,
    prompt=prompt,
)
agent_executor = AgentExecutor(agent=agent, tools=[get_weather_info],return_intermediate_steps=True)

response = agent_executor.invoke(input={"input": "pls check the weather info of Shanghai"})

### Description

when I use content_and_artifact to create a tool and the initialize an egent with create_tool_calling_agent, I could not get the artifact result of tool response from the final output. Is there some methods to handle this problem?

### System Info

System Information
------------------
> OS:  Linux
> OS Version:  #45~22.04.1-Ubuntu SMP PREEMPT_DYNAMIC Wed Sep 11 15:25:05 UTC 2
> Python Version:  3.10.0 (default, Mar  3 2022, 09:58:08) [GCC 7.5.0]

Package Information
-------------------
> langchain_core: 0.3.34
> langchain: 0.3.18
> langchain_community: 0.3.17
> langsmith: 0.2.11
> langchain_deepseek: 0.1.1
> langchain_ollama: 0.2.2
> langchain_openai: 0.3.3
> langchain_text_splitters: 0.3.6

Optional packages not installed
-------------------------------
> langserve

Other Dependencies
------------------
> aiohttp<4.0.0,>=3.8.3: Installed. No version info available.
> async-timeout<5.0.0,>=4.0.0;: Installed. No version info available.
> dataclasses-json<0.7,>=0.5.7: Installed. No version info available.
> httpx: 0.27.0
> httpx-sse<1.0.0,>=0.4.0: Installed. No version info available.
> jsonpatch<2.0,>=1.33: Installed. No version info available.
> langchain-anthropic;: Installed. No version info available.
> langchain-aws;: Installed. No version info available.
> langchain-cohere;: Installed. No version info available.
> langchain-community;: Installed. No version info available.
> langchain-core<1.0.0,>=0.3.34: Installed. No version info available.
> langchain-deepseek;: Installed. No version info available.
> langchain-fireworks;: Installed. No version info available.
> langchain-google-genai;: Installed. No version info available.
> langchain-google-vertexai;: Installed. No version info available.
> langchain-groq;: Installed. No version info available.
> langchain-huggingface;: Installed. No version info available.
> langchain-mistralai;: Installed. No version info available.
> langchain-ollama;: Installed. No version info available.
> langchain-openai;: Installed. No version info available.
> langchain-text-splitters<1.0.0,>=0.3.6: Installed. No version info available.
> langchain-together;: Installed. No version info available.
> langchain<1.0.0,>=0.3.18: Installed. No version info available.
> langsmith-pyo3: Installed. No version info available.
> langsmith<0.4,>=0.1.125: Installed. No version info available.
> langsmith<0.4,>=0.1.17: Installed. No version info available.
> numpy<2,>=1.26.4;: Installed. No version info available.
> numpy<3,>=1.26.2;: Installed. No version info available.
> ollama: 0.4.6
> openai: 1.59.9
> orjson: 3.10.6
> packaging<25,>=23.2: Installed. No version info available.
> pydantic: 2.10.5
> pydantic-settings<3.0.0,>=2.4.0: Installed. No version info available.
> pydantic<3.0.0,>=2.5.2;: Installed. No version info available.
> pydantic<3.0.0,>=2.7.4: Installed. No version info available.
> pydantic<3.0.0,>=2.7.4;: Installed. No version info available.
> PyYAML>=5.3: Installed. No version info available.
> requests: 2.32.3
> requests-toolbelt: 1.0.0
> requests<3,>=2: Installed. No version info available.
> SQLAlchemy<3,>=1.4: Installed. No version info available.
> tenacity!=8.4.0,<10,>=8.1.0: Installed. No version info available.
> tenacity!=8.4.0,<10.0.0,>=8.1.0: Installed. No version info available.
> tiktoken: 0.7.0
> typing-extensions>=4.7: Installed. No version info available.
> zstandard: Installed. No version info available.