Evaluating adaptive and generative AI-based feedback and recommendations in a knowledge-graph-integrated programming learning system

Lalita Na Nongkhai, Jingyun Wang, Adam Wynn +1

This paper introduces the design and development of a framework that integrates a large language model (LLM) with a retrieval-augmented generation (RAG) approach leveraging both a…