Learning Assistant Server

🚀 Learning Assistant

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

✨ Features

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

🛠️ Development Journey

MVP Implementation

• [x] PDF file upload -> Markdown conversion API

  • [x] Set up the FastAPI environment.
  • [x] Use the Py2PDF library to extract text at the page level and define Markdown methods.

• [x] Build a basic front - end interface using Vue.

  • [x] Configure the Vue CLI and Vuetify environment.
  • [x] Implement the routing system.
  • [x] Build the home page.
    • [x] Display the API feature list.
  • [x] Build the PDF upload page.
  • [x] Build the output page for Markdown conversion results.

• [x] Enhance the Markdown conversion function.

  • [x] Define sub - headings for each page.
  • [x] Use EXAONE to organize the content of each page.

• [x] Save the converted Markdown files on the server.

  • [x] Successfully convert PDF to Markdown format and store it.
  • [x] Implement the viewing function on the front - end.
    • [x] Display the historical conversion list page (Title: PDF title, show conversion time).
    • [x] Show Markdown content after clicking.

• [ ] Implement the function of extracting core concepts from the converted Markdown.

  • [ ] Extract core concepts from Markdown.
  • [ ] Create a page to display core concepts (in a mask form?).

• [ ] Question generation function.

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

• [ ] Basic chat API.

• [ ] Implement front - end chat functionality.

• [ ] Perform RAG supplementation based on user questions.

• [ ] Optimize UI/UX.