Learning Assistant

🚀 Learning Assistant

The PDF document analysis service is designed to assist users in their learning process.

✨ Features

• Upload PDF files and convert them into Markdown files.
• Execute RAG (Retrieval Augmented Generation) based on user questions.
• Generate practice questions according to difficulty levels.

📈 Development History

MVP Implementation

• [x] Completed the API for uploading PDF files and converting them to Markdown.

  • [x] Set up the FastAPI environment.
  • [x] Defined methods for page-level text extraction and Markdown conversion using the Py2PDF library.

• [x] Finished the basic front - end development with Vue.

  • [x] Set up the Vue CLI and Vuetify environment.
  • [x] Built the router.
  • [x] Developed the home page.
    • [x] Implemented the API function list.
  • [x] Developed the PDF upload page.
  • [x] Developed the API response output page for Markdown conversion results.

• [x] Improved the Markdown conversion function.

  • [x] Defined sub - headings for each page.
  • [x] Organized the content of each page using EXAONE.

• [x] Implemented the function of saving the converted Markdown files on the server.

  • [x] Saved the files after successfully converting PDF to Markdown.
  • [x] Implemented a front - end viewable page.
    • [x] Created a historical conversion list page (main title: PDF title, showing conversion time).
    • [x] Enabled users to view Markdown content by clicking.

• [ ] Extract core concepts from the converted Markdown files.

  • [ ] Extract core concepts from Markdown.
  • [ ] Create a page to display core concepts (possibly as an overlay).

• [ ] Generate practice questions.

  • [ ] Generate questions and answers for each core concept.
  • [ ] Implement the front - end page for question practice.

• [ ] Develop the basic chat API.

• [ ] Develop the front - end chat function.

• [ ] Add the RAG function when users ask questions.

• [ ] Optimize the UI/UX.