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== 引言 == '''AI代码生成'''是利用人工智能模型自动编写或补全源代码的技术。近年来,随着'''大型语言模型'''(LLM)的发展,这一领域取得了突破性进展 ()。现代AI代码生成器可以根据自然语言描述或现有代码上下文,生成高质量的代码片段或完整函数,提高开发效率。然而,这项技术的实现依赖于深度学习和自然语言处理等前沿原理,并在应用中面临诸多挑战。下面将从技术原理、常见方法、主流工具、应用场景、挑战局限和未来趋势六方面进行全面分析。
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