tools/analyze_csv_file.py

from langchain_core.tools import tool
import pandas

@tool
def analyze_csv_file(file_path: str, query: str) -> str:
    """
    Analyze a CSV file using pandas and answer a question about it.
    Args:
        file_path (str): the path to the CSV file.
        query (str): Question about the data
    """
    try:
        file = pandas.read_csv(file_path)

        result = f"CSV file loaded with {len(file)} rows and {len(file.columns)} columns.\n"
        result += f"Columns: {', '.join(file.columns)}\n\n"

        result += "Summary statistics:\n"
        result += str(file.describe())

        return result

    except Exception as e:
        return f"Error analyzing CSV file: {str(e)}"