Introduction

Please use the following resources to learn more about the project:

• Replication Package
  • Benchmark Datasets
  • All Results
  • Replication Instructions
  • RAG Auto Answer Generation Script
  • Evaluation Script with RAGAS of generated answers
  • RAG Results

RAG Sources

• GitLab (included)
• Hugging Face (https://huggingface.co/datasets/rajpurkar/squad)
• Casablanca Documentation (https://docs.casablanca.at/)

Requirements

• OS: Ubuntu 25.04+
• RAM: 64GB RAM
• NVIDIA RTX 4090
• Docker 28.1.1+ (nvidia-container-toolkit)

Setup

Run setup.sh to download the models.

Run Docker Compose

docker compose -p ragnarox up

Docker Compose will take several minutes to start all services.

Access

Gitlab

• URL: http://localhost:10088/
• User: root
• Password: ragnarox

RAGnaroX Frontend

• URL: http://localhost:10000/

Video Demo