Scalable Mentoring Support with a LLM Chatbot

Designed and implemented a chatbot based on an LLM-based Agent to provide scalable educational support and timely feedback to students of education sciences, demonstrating significant potential of generative AI in education.

Utilized Advanced techniques in Retrieval Augmented Generation (RAG) to enhance chatbot interactions, e.g., Hybrid Ensemble Search and Reranking Mechanism, enabling it to retrieve and analyze course materials effectively.