I got PDFs for Math Chem and Physics, example - https://ncert.nic.in/textbook.php?lemh1=1-6 . Indian government free books.
- Will AI be able to read the pdf properly ? It has watermarks, there could be somethings be misaligned, problems with Math symbols, these books are written with each page divided into 2 columns, some text seems to be images/handwritten-image.
- Will AI read the diagrams?
I want AI to -
- Remove repetition of info. and useless information.
- Separate explanation and things to learn (definition and formula).
- Add more explanations where needed.
- Explain Math where difficult. Option to explain how a expression was turned into next step ?
- Properly categorize topics.
- Add links to wiki and other sources.
- Text Summarization: Use AI tools to summarize lengthy scientific articles or PDFs. Tools like BERT-based summarizers can help condense information while retaining key concepts.
- Keyword Extraction: Employ natural language processing (NLP) models to extract important keywords from the PDFs. This can assist in understanding the central themes and topics covered.
- Concept Mapping: create visual representations of the relationships between different concepts in PDFs. This aids in grasping interconnectedness.
- Flashcard Generation
- Question-Answering Systems
- Topic Modeling: Apply topic modeling algorithms to identify and categorize the main themes within PDFs.
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