AutoQuizzer

AutoQuizzer: Deploy Llama 3 via Groq to instantly generate a five-question, multiple-choice quiz from any provided URL.

AutoQuizzer, developed by Stefano Fiorucci (Deepset), is your rapid quiz generation engine. The system takes a URL, extracts text using the Haystack framework, and passes it to Llama 3 (served via Groq) to generate a five-question, multiple-choice quiz in JSON format. Users can play the quiz for immediate self-assessment or task the LLM itself to answer. This dual-mode evaluation is key: the LLM can operate in a 'closed book' (parametric knowledge) or 'Web RAG' (retrieval-augmented generation with Google search snippets) setting, providing a clear performance comparison. It's a powerful, open-source demonstration for building production-grade LLM applications.

https://huggingface.co/spaces/deepset/autoquizzer