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Pandas Excel Loader

This loader extracts the text from a column of a local .xlsx file using the pandas Python package. A single local file is passed in each time you call load_data.

Usage

To use this loader, you need to pass in a Path to a local file, along with a column_name from where to extract data.

from pathlib import Path
from llama_index import download_loader

PandasExcelReader = download_loader("PandasExcelReader")

loader = PandasExcelReader()
documents = loader.load_data(file=Path('./data.xlsx'), column_name="text_column",pandas_config={"sheet_name":"Sheet1"})

This loader is designed to be used as a way to load data into LlamaIndex and/or subsequently used as a Tool in a LangChain Agent. See here for examples.