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