一個將資料型態的轉換為自然語言的小工具,可提升 RAG 查詢的效率。
Project description
DataToWord
Built With
專案目的
這是一個將資料轉換成文字的專案,可以協助你在進行 RAG 的過程中,將資料類型的檔案轉換成文字,提升轉換為向量後查詢的結果。
目前支援的檔案有:
- CSV
- JSON
Quick Start
- 建立 LangChain Document
from datatoword import DataToWord
with open('data.csv', 'rb') as file:
file_binary_content = file.read()
data_to_word = DataToWord()
data_to_word.create_documents(
file_name='data.csv',
file_description='這是一個測試的檔案',
file_binary_content=file_binary_content
)
- 取得轉換後的內文
from datatoword import DataToWord
with open('data.csv', 'rb') as file:
file_binary_content = file.read()
data_to_word = DataToWord()
data_to_word.create_content(
file_name='data.csv',
file_description='這是一個測試的檔案',
file_binary_content=file_binary_content
)
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