[3F1-GS-10] AI application:

[3F1-GS-10-05] Propose script generation method to automate managing Infrastructure systems using Generative AI

〇Soichi Watanabe¹, Keiichi Matsuzawa¹, Mitsuo Hayasaka¹ (1. Hitachi, Ltd.)

[[Online]]

Keywords:Generative AI, Infrastructure Management, Script generation

The number of IT administrators with expert knowledge tends to decrease worldwide because Public Cloud, which provides easy management of IT systems, is becoming more popular. The purpose of this study is to propose a method to generate scripts that customers without expert knowledge can use to automate managing IT systems. To generate scripts that use IT system’s API, we propose the RAG method using sample codes. Each sample code uses only one API. Generative AI generates a script using multiple APIs by using these sample codes. And we provide Chatbot that asks users to input parameters as easily as to input parameters of Public Cloud services. Our prototype for managing block storage showed that when we use GPT4, we can execute the generated script with little modifications. We get prospect of decreasing the time to create scripts with 75% of less than the time to manually create scripts.