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Automated Code generation for Information Technology Tasks in YAML through Large Language Models. (arXiv:2305.02783v2 [cs.SE] UPDATED)
cs.CL updates on arXiv.org arxiv.org
The recent improvement in code generation capabilities due to the use of
large language models has mainly benefited general purpose programming
languages. Domain specific languages, such as the ones used for IT Automation,
have received far less attention, despite involving many active developers and
being an essential component of modern cloud platforms. This work focuses on
the generation of Ansible-YAML, a widely used markup language for IT
Automation. We present Ansible Wisdom, a natural-language to Ansible-YAML code
generation tool, aimed …
arxiv attention automated automation code code generation developers general improvement information information technology it automation language language models languages large language models programming programming languages technology through yaml