Abstract
The present disclosure provides a method and a system for generating infrastructure-as-code deployment template. The method comprises receiving user input associated with application deployment. The method includes processing, using a machine learning model, based on the user input, historical deployment data associated with at least one prior application deployment to identify deployment patterns and component dependencies associated with the application deployment. The method further includes augmenting, using a retrieval-augmented generation (RAG) process, the deployment patterns and component dependencies associated with the application deployment. Further, the method includes generating, based on the augmented deployment patterns and component dependencies associated with the application deployment, an infrastructure as-code deployment template for the application deployment.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
CAO, CHENMING; KAUSHK, MANISH KUMAR; ARYA, MIHIR; S. KALA, DURGA; VISA; VISA; and VISA, "SYSTEM AND METHOD FOR GENERATING INFRASTRUCTURE-AS-CODE DEPLOYMENT TEMPLATES", Technical Disclosure Commons, (April 21, 2026)
https://www.tdcommons.org/dpubs_series/9875