INNER CODE UNIT · Python

process_exploratory

business-science/free-ai-tips · 015_ai_exploratory_copilot_dtale_integration/app.py:270

def process_exploratory(question: str, llm, data: pd.DataFrame) -> dict:
    """
    Initializes and calls the EDA agent using the provided question and data.
    Processes any returned artifacts (plots, dataframes, etc.) and returns a result dict.
    """
    eda_agent = EDAToolsAgent(
        llm,
        invoke_react_agent_kwargs={"recursion_limit": 10},
    )

    question += " Don't return hyperlinks to files in the response."

    eda_agent.invoke_agent(
        user_instructions=question,
        data_raw=data,
    )

    tool_calls = eda_agent.get_tool_calls()

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