AI preprocessing: Convert PDF files into QA format CSV files

name
AI preprocessing: Create QA tables from PDFs
tag
AI preprocessing/Claude/Generative AI
Connector used
REST Connector
API
API version: 2023-06-01
Conceptual diagram for converting AI preprocessing PDF files to 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 PDF files into Claude, an LLM, and splits the contents of the PDF file 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 PDF files to CSV files in QA format

Create_QA_Claude_convert

Image diagram illustrating the process of converting a PDF file to a QA format CSV file.

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

Create_QA_Claude_validate_limits

Image diagram illustrating the check for the limit on the number of tokens required for PDF file conversion.

Get the number of pages in a PDF file

Create_QA_Claude_get_max_page

Image illustrating how to obtain the number of pages in a PDF file.

Output QA conversion results for each page of a PDF file to a CSV file

Create_QA_Claude_write_csv

Image diagram illustrating the output of QA conversion results for each page of a PDF file to a CSV file.

How to install and use it