Electrotechnical and Computer Engineering
Vol. 40 No. 04 (2025): Proceedings of the Faculty of Technical Sciences
USING AI LARGE LANGUAGE MODELS FOR VOICE AND TEXT BASED MANAGEMENT OF INFORMATION SYSTEMS
Abstract
The paper presents natural language interfaces and the advantages gained from their use. It describes natural language processing and large language models that can be utilized for implementing systems with voice and text control. Additionally, it shows the software architecture of such a system and provides a case study of a restaurant management application as an example
References
[1] Nadkarni, Prakash M., Lucila Ohno-Machado, and Wendy W. Chapman. "Natural language processing: an introduction." Journal of the American Medical Informatics Association 18.5, 2011
[2] Chang, Yupeng, et al. "A survey on evaluation of large language models." ACM Transactions on Intelligent Systems and Technology 15.3, 2024
[3] Ogden, William C., and P. Bernick. "Using natural language interfaces." Handbook of human-computer interaction. North-Holland, 1997.
[4] Radford, Alec. "Improving language understanding by generative pre-training." (2018).
[5] Brown, Tom B. "Language models are few-shot learners." arXiv preprint arXiv:2005.14165 (2020).
[6] GPT-3.5 Turbo https://platform.openai.com/docs/models/gpt-3-5-turbo [datum pristupa 25.08.2024.]
[7] Introducing Whisper https://openai.com/index/whisper [datum pristupa 25.08.2024.]
[8] npm https://www.npmjs.com/ [datum pristupa 28.08.2024.]
[9] OpenAI https://platform.openai.com/docs/api-reference/introduction [datum pristupa 28.08.2024.]
[10] Swagger https://swagger.io/ [datum pristupa 29.08.2024.]