README.md

Arabic Document-Based Chatbot System

A RAG-based chatbot that answers questions from Arabic PDF/Word documents with cited sources.

Features

• Processes Arabic PDF and Word documents
• Answers questions in Arabic with source citations
• Clean Arabic interface

Usage

1. Upload Arabic documents (PDF or DOCX)
2. Click "Process Files"
3. Ask questions in Arabic
4. Get answers with cited sources

Deployment on Hugging Face Spaces

1. Create new Space
2. Upload all files
3. Set app.py as the main file
4. The Space will automatically install dependencies

Models Used

• LLM: NousResearch/Nous-Hermes-2-Mistral-7B
• Embedding Model: paraphrase-multilingual-MiniLM-L12-v2