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NoCodeGPT: A No-Code Interface for Building Web Apps With Language Models
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DOI：10.1002/spe.3432.png)
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Abstract
En 中文
BackgroundLanguage models are increasingly used by software developers. However, it remains unclear whether their standard chat-based interfaces are suitable for software development-especially for users with limited programming experience.ObjectiveThis work presents a tool, called NoCodeGPT, that provides a customized interface for language models aimed at enabling the implementation of small web applications without writing code.MethodsWe first conducted an exploratory study in which three participants used ChatGPT to implement a simple web-based application. After that, we designed and implemented a customized GPT interface, called NoCodeGPT. To evaluate this new interface, we asked 14 students with limited web development experience to build two small web applications using only prompts.ResultsThe exploratory study showed that general-purpose chat interfaces like ChatGPT are not user-friendly for application development. One participant, for instance, was unable to complete any proposed user stories. In contrast, results with NoCodeGPT were encouraging: 9 out of 14 participants completed all user stories, while the remaining five completed at least half.ConclusionThe standard GPT interface is not well-suited for novice web developers. In response, we proposed, designed, and implemented a new interface that offers a more accessible experience for building web applications with language models.
Keywords:
automated software engineering
ChatGPT
large language models
NoCode tools
web development
Journal
S
IF:
2.7
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84
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3.2K