An LLM-Powered Intelligent Assistant for Learning Management Systems Using RAG and NL2SQL Pipelines
Learning Management Systems accumulate heterogeneous data comprising unstructured course documents and structured relational databases, yet most existing tools address only one data type, limiting accessibility for non-technical users. This paper proposes a dual-pipeline large language model assistant that integrates a...