Learning-Assistant-Server
by ktwome
This server is a learning assistant that helps users learn by analyzing PDF documents. It provides features like PDF to Markdown conversion and question answering based on Retrieval-Augmented Generation (RAG).
Last updated: N/A
What is Learning-Assistant-Server?
The Learning Assistant Server is a backend service designed to aid users in their learning process. It focuses on processing PDF documents, converting them to Markdown, and enabling question answering based on the content of the documents.
How to use Learning-Assistant-Server?
Currently, the server provides an API for uploading PDF files and converting them to Markdown. The frontend, built with Vue, allows users to upload PDFs and view the converted Markdown output. Future features will include a chat interface for asking questions and a problem generation API.
Key features of Learning-Assistant-Server
PDF to Markdown conversion
Retrieval-Augmented Generation (RAG) for question answering
Problem generation based on difficulty level
FastAPI backend
Vue frontend
Use cases of Learning-Assistant-Server
Students studying from PDF textbooks
Researchers analyzing PDF documents
Educators creating learning materials
Individuals seeking to learn from PDF resources
Automated question generation for quizzes and tests
FAQ from Learning-Assistant-Server
What file types are supported?
What file types are supported?
Currently, only PDF files are supported for upload and conversion.
How accurate is the PDF to Markdown conversion?
How accurate is the PDF to Markdown conversion?
The conversion aims to extract text accurately, but formatting may vary. Future improvements will focus on preserving formatting and structure.
What is RAG and how does it work?
What is RAG and how does it work?
RAG (Retrieval-Augmented Generation) is a technique used to answer questions based on the content of the uploaded PDF. It retrieves relevant information from the document and uses it to generate an answer.
Is there a limit to the size of PDF files that can be uploaded?
Is there a limit to the size of PDF files that can be uploaded?
There may be limitations on file size depending on server resources. Please refer to the documentation for specific limits.
How can I contribute to the project?
How can I contribute to the project?
Contributions are welcome! Please refer to the repository's contribution guidelines for more information.