Let's Chat about This : A Template for Well-Aligned AI Integration in Schools

Abstract

Artificial Intelligence (AI) in general and chatbots in particular are gaining more and more attention in education. However, there are several barriers hindering teachers from using chatbots in the classroom. Based on existing empirical research on the use of chatbots in the classroom, we identify these barriers and derive systemic requirements. We suggest Retrieval-Augmented Generation (RAG) systems as an adequate solution. Unfortunately, commercial RAG systems fail to harness the full potential of this technology. Based on a requirement and market analysis, we present a locally hosted open-source, lowcode RAG system template, which fulfills the requirements for use in school. We report lessons learned from our work with a Professional Learning Community (PLC) with teachers, where we continuously test and discuss our RAG system template.