Sum-AI-Rise: Lesson Learned Easily

Upload PDF, DOCX, or PPTX files to generate smart summaries. The AI adapts based on content length for short notes or detailed documents.

Open Source Powered by AIvia Hugging Face
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How each process works?

  • PDF

    The PDF files uploaded get converted to an image using `react-pdf` and is read by Optical Character Recognition via `tesseract-js`.

  • DOCX

    These files are run through `mammoth` which is a dependency extracts the text from the file.

  • PPTX

    PPTX files are made from XML files so the only process necessary is using `JSZIP` to unzip and loop through the slides and cut out formatting elements.

  • Summarization

    The AI used is hosted in Hugging Face and switches models based on the length of the file. Uses `sshleifer/distilbart-cnn-12-6` and `pszemraj/led-large-book-summary`