AI preprocessing: Extract text from XML files and convert them into QA format CSV files

Dividing the input data used in RAG into questions and answers will lead to improved accuracy of the generative AI's answers.
This application loads the XML file into Claude, an LLM, extracts the text from the XML file, and splits the content into questions and answers. The conversion results are output as a CSV file.
By using this application, you can efficiently prepare data, which is essential for generative AI, contributing to cost reduction and improved response quality.

Script Details

Convert XML files to CSV files in QA format

XML_To_QA_Claude_convert

Checking the limit value for the number of tokens required for XML file conversion

XML_To_QA_Claude_validate_limits

Export the text extracted from the XML file to a CSV file in QA format

XML_To_QA_Claude_convert_to_csv

• Download specifications
• Try HULFT Square

How to install and use it