The data was generated using LLMSherpa with the following parameters
Use_OCR = False
strategy = 'sections'
After the sectioned generation was done, each section was parsed through individual sections to see their size.
If the size of a section was less than 5000 characters, subsequent sections were chunked together till they start to reach a size more than 5000 characters.
Format
All data is stored in the data directory
Every file corresponds to a chapter that has been parsed
Every file has the following columns Board,Class,Subject,ChunkData,Book
Book tracks the csv file to the book that has been used to create the data
Some books might be missing because of bad chunking outputs, will use a separate framework to chunk them
Recommendations
Recommend using pandas to open the files as dataframe as it has worked seamlessly
File names
Each file has been named accoring to Class - Subject - Chapter_PDF_Name
