| # Chunks Dataset for CBSE | |
| ### Generation | |
| - 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 |