STURIO

STURIO reads lecture notes notes PDFs, that, decks, and other study documents and instantly produces quizzes, flashcards, and summaries. It offers an interactive PDF reader where users can ask questions, use a contextual snipping tool to request explanations of selected text, charts, or images, and receive on‑the‑fly summaries of specific pages or whole files. The generated materials are meant to support exam preparation and reinforce learning.

The tool is built to run with locally hosted large language models through integrations such as Ollama and LM Studio, allowing users to employ models like Llama 3, Mistral, or Phi‑3 on their own hardware. This local‑first approach eliminates the need for cloud services, keeping study notes and generated content on the user’s device and providing zero‑latency responses.

Targeted at students seeking to automate the creation of study aids, STURIO combines AI‑driven content generation with privacy‑focused execution. It includes additional utilities such as a language tutor, exam simulator, and memory‑match games, forming a comprehensive, free study toolkit that operates without an internet connection.