Implementation of Generative AI Using Metaverse-Based LLM

A metaverse is a virtual convergence environment that promotes inclusiveness and diversity by maintaining social relationships among users through avatars and engaging them in various cultural activities. Because everyday activities can be maintained the same in a metaverse environment, the transmission, exchange, and sharing of useful and accurate information among members in the metaverse environment has become important. Additionally, the desire and requirements of members to obtain the desired information through conversations with avatars in a metaverse are increasing; the number of these cases is also increasing. Accordingly, in this study, we redesigned and implemented the structure of the metaverse platform at Korea Polytechnics such that generative AI based on an LLM could be utilized on the metaverse platform. By presenting experimental examples according to the implementation, we confirmed that an AI-based service could be provided that configured the LLM and generated answers in the metaverse. In future research, we plan to apply various generative AI models to the metaverse platform, present a customized model through a comparative analysis, and continue research on implementing our LLM model.