The 73rd Annual Conference of Japanese Society for Engineering Education
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Presentation Information

1:45 PM - 2:00 PM JST(4:45 AM - 5:00 AM UTC)

[3E15]Creating aChatbot that Collaborates with Math and Physics WebsitesValidation of Open Source LLMs and Building RAG in a Local Environment

○Keita Nishioka1, Koki Akiyama1, Yasuhiro Tanaka1, Tomohito Yamamoto2 (1. Academic Foundation Programs, Kanazawa Institute of Technology, 2. College of Information Science and Engineering, Kanazawa Institute of Technology)

Keywords:

Math and Science education,Chatbot,Large Language Model,Retrieval Augmented Generation

We attempted to create an educational support chatbot for mathematics and physics using a generative AI based on open source LLMs. We report on the evaluation of LLM for mathematics and physics problems and the building of RAG using mathematics and physics websites as databases.
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