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English(EN) Context Engineering: The Discipline That Quietly Replaced Prompt Engineering

上下文工程成为超越提示的关键学科

作者 PulseAugur 编辑部 · [3 个来源] ·

上下文工程正作为一门独立于提示工程的学科出现，它侧重于对大型语言模型（LLM）输入的程序化组装，而不仅仅是单个提示的措辞。这一新领域解决了如何在模型固定的上下文窗口内管理和优化各种组件的问题，例如对话历史、检索到的数据和工具输出。专家认为，许多复杂AI代理的失败源于上下文管理问题，而非模型本身的局限性，这凸显了在该领域进行刻意设计和实验的必要性。 AI

影响 上下文工程通过优化固定上下文窗口内的输入管理，对于构建更可靠、更连贯的AI代理至关重要。

排序理由 该集群讨论了AI开发中的概念性转变，定义了一个新学科及其重要性，而不是发布具体产品或研究突破。

在 Towards AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

上下文工程成为超越提示的关键学科

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该集群讨论了AI开发中的概念性转变，定义了一个新学科及其重要性，而不是发布具体产品或研究突破。
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报道来源 [3]

  1. Towards AI TIER_1 English(EN) · Shrashti Singhal ·

    Context Engineering：悄然取代Prompt Engineering的学科

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/context-engineering-the-discipline-that-quietly-replaced-prompt-engineering-da39172dbe15?source=rss----98111c9905da---4"><img src="https://cdn-images-1.medium.com/max/2000/1*LfS5eVgs37JG…

  2. dev.to — LLM tag TIER_1 English(EN) · Multigrid ·

    上下文工程：提示工程之后的学科

    <p>“Context engineering” sounds like a rename of prompt engineering by people who wanted a newer word. It is not. There is a clean boundary between them, and it is the boundary between writing a string and writing the function that decides which strings exist.</p> <h2> A definiti…

  3. dev.to — LLM tag TIER_1 English(EN) · Mohammad Jawad (Kasir) Barati ·

    从提示工程到上下文工程

    <h2> tl;dr </h2> <p>When I first started building with LLMs, I thought the game was all about crafting the perfect prompt. Find the right words, and the model will do what you want. But then I came across <a href="https://drive.google.com/file/d/1JW6Q_wwvBjMz9xzOtTldFfPiF7BrdEeQ/…

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