Entries by Nico Kreiling

How students can benefit from LLMs and chatbots

Modern higher education leverages AI, with the University of Leipzig’s pilot showing LLMs and RAG as digital tutors in law studies. Students ask questions, receive tailored answers with references, enhancing independent learning. Benefits include personalized support, adaptability, and cost-efficiency, while teachers gain planning, material development, and feedback tools. Challenges like computational costs, provider dependence, and result quality persist. Microsoft Azure’s infrastructure underpins this innovation, promising a flexible, scalable future for education.

Leveraging VideoRAG for Company Knowledge Transfer

VideoRAG offers a cutting-edge approach to bridging the knowledge gap in companies by transforming video and textual data into a searchable knowledge base using Generative AI and Retrieval-Augmented Generation. It ensures efficient transfer of nuanced insights, including implicit knowledge held by experienced employees, via AI-powered chatbots, making it accessible to newer generations within the workforce.