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July 18, 2024
·
Berlin
AutoQuizzer
Learn how to build a quiz generator that extracts content from any URL, then answer it using either internal LLM knowledge or a RAG pipeline.
Overview
The AutoQuizzer generates a quiz based on the information give by an URL. The user can then can play the quiz himself/herself and see the reached score. But the user can also instruct the LLM to play the quiz itself in two modes: using only it’s internal knowledge, or make it use the RAG architecture.
Links
AutoQuizzer, a deepset Hugging Face Space, generates quizzes automatically.
Llama 3/Haystack generates URL quizzes; LLM plays via Groq/SerperDev.
Tech stack