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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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+
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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