基于OpenAI GPT-3的文本生成器应用程序设计

Kaira Milani Fitria
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引用次数: 0

摘要

今天对文本内容创建的日益增长的需求对能够减轻文本创建需求的系统的开发提出了挑战。目前,文本生成是手动完成的,并且存在各种缺点,特别是在时间限制,人为错误,有限的创造力以及某些人倾向于重复的写作方面,这可能导致所生成的句子的质量和多样性下降。本研究通过设计一个基于人工智能的文本生成器应用程序,使用GPT-3语言模型来自动生成文本,并帮助克服一些障碍。使用这个应用程序将提高效率和生产力,增加作家的想法和创造力,自动化日常任务,并产生令人兴奋和交流的句子。该应用程序能够快速准确地生成文本,并具有个性化,这使得它在各个领域都很有价值。本研究使用的方法是将GPT-3语言模型api实现到所创建的文本生成器应用程序中,使该应用程序可以与修改了提示方法的GPT-3引擎进行连接。该应用程序的输出是通过在web界面系统上输入关键字来调整用户需求的文本。结果是文本生成器应用程序足够好,可以在各个领域实现,特别是文本内容生成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of text generator application with OpenAI GPT-3
The increasing need for text content creation today challenges the development of systems that can alleviate the need for text creation. Currently, text generation is done manually and has various shortcomings, especially in terms of time constraints, human error, limited creativity, and writing that tends to be repetitive by certain people, which can cause a decrease in quality and diversity in the sentences produced. This research was conducted by designing an AI-based text generator application using the GPT-3 language model to generate text automatically and help overcome some obstacles. Applying this app will increase efficiency and productivity, increase the writer's ideas and creativity, automate routine tasks, and produce exciting and communicative sentences. The app's ability to generate text quickly and accurately and be personalized makes it valuable in various fields. The method used in this research is implementing the GPT-3 language model APIs into the text generator application created so that the application can connect with the GPT-3 engine that has been modified in its prompting method. The output of this application is a text that has been adjusted to the user's needs through keywords entered on the web interface system. The result is that the text generator application is good enough to be implemented in various fields, especially text content generation.
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审稿时长
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