About

RAG/LLM supported online migration counseling service & improved Integreat search engine. It integrates as a chat service into the Integreat App and presents requests in a Zammad to counselors. The solution aims to be privacy friendly by not using any third party LLM services.

This project is currently in a research and development phase. The code created for this repo aims to be compatible for future integration into the Integreat CMS. For the time being the code is separated for faster iteration and testing.

Major issues that have to be addressed:

• Support for low ressource languages
• Code mixing
• Language detection
• Translations

Start Project

1. Install a virtual environment and activate it

   python3 -m venv .venv
   source .venv/bin/activate
   

2. Install all dependencies

   pip install .
   

3. Run the server:

   cd integreat_chat
   python3 manage.py migrate
   python3 manage.py runserver
   

Configuration

Back End

• Deploy as normal Django application. No database is needed.

Zammad

For details about the Zammad configuration, read the ZAMMAD_CONFIG.md