This paper explores the use of Large Language Models (LLMs) and in particular ChatGPT in programming, source code analysis, and code generation. LLMs and ChatGPT are built using machine learning and artificial intelligence techniques, and they offer several benefits to developers and programmers. While these models can save time and provide highly accurate results, they are not yet advanced enough to replace human programmers entirely. The paper investigates the potential applications of LLMs and ChatGPT in various areas, such as code creation, code documentation, bug detection, refactoring, and more. The paper also suggests that the usage of LLMs and ChatGPT is expected to increase in the future as they offer unparalleled benefits to the programming community.
翻译:本文探讨了大语言模型(LLMs),特别是ChatGPT在编程、源代码分析及代码生成中的应用。LLMs与ChatGPT基于机器学习和人工智能技术构建,能够为开发者和程序员带来诸多优势。尽管这些模型能够节省时间并提供高精度结果,但尚未发展到完全替代人类程序员的阶段。本文研究了LLMs和ChatGPT在代码创建、代码文档、缺陷检测、重构等领域的潜在应用,同时指出随着这些模型为编程社区带来无可比拟的益处,其应用规模预计将在未来持续扩大。