An offline university Q&A tool built without heavy AI models
Fırat University Assistant is a Turkish Q&A tool that searches university documents and returns answers. It works on local PDF files such as student rules and course contents, so it does not need an internet connection or outside API keys. It avoids expensive AI APIs and heavy by using a BM25 .
Turkish-aware is used to make document better for Turkish text. The stack is Python 3.10 or newer, FastAPI, pdfplumber, and Jinja2. The goal is to help students find details like passing grades or absenteeism rules without reading 50-page PDFs.
It is designed for fast indexing and without heavy GPU use.
Key points
- It searches local PDF documents and can work without internet access or external API keys.
- It uses a BM25 instead of a heavy .
- It includes Turkish-aware for better search over Turkish text.
- It uses Python 3.10+, FastAPI, pdfplumber, and Jinja2.
- It targets practical student questions such as passing grades and absenteeism rules.