30 July 2026 to 5 August 2026
Natal, Brazil
America/Sao_Paulo timezone

Use of Local AI with RAG in Physics Education for Open Educational Materials Generation

Not scheduled
20m
Natal, Brazil

Natal, Brazil

Via Costeira Sen. Dinarte Medeiros Mariz, 6664-6704 - Ponta Negra, Natal - RN, 59090-002
Talk Education & Outreach

Speaker

Dmitriy Beznosko (Clayton State University)

Description

The use of AI is getting more widespread in education. With that, two large concerns with using AI for education are raised - the safety of students’ data and the AI missing specific knowledge about the given class. Retrieval Augmented Generation provides the user with the way to feed their data to the locally run LLM model (using Ollama framework or) as a context for the generation of the OER and other course materials. Different models are available to support user hardware from a personal laptop to the ‘gaming’ PC. As the AI model of user’s choice is run fully locally, no data is transmitted and it can be used to do tasks with students’ data, such as summarization of evaluations, simple pre-grading and handwriting recognition tasks. The background, installation highlights and usage examples will be presented.

I read the instructions above Yes

Author

Dmitriy Beznosko (Clayton State University)

Co-authors

Mr Alexander Iakovlev (Woodward Academy) Prof. Tatiana Krivosheev (Clayton State University)

Presentation materials

There are no materials yet.