---
title: LLM_Powered_Legal_RAG_Demo
emoji: 📚
colorFrom: indigo
colorTo: pink
sdk: gradio
sdk_version: 5.29.1
app_file: run.py
pinned: true
license: mit
accelerator: cpu
python_version: 3.13
---

The repository for a demo of RAG system based on the "Federal Act on Foreign Nationals and Integration". 

It supports both English and German for UI and query, including example questions, clear citations and detailed answers.

Integrated Langchain, FAISS vectorstore, Gradio UI, OpenAI APIs (GPT-4.1-mini)