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      <title>少样本提示提高工具调用效率 • Langchain</title>
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      <description>通过少样本提示提升工具调用性能。LangChain改进了工具调用接口，少样本提示技术显著提高LLM工具调用表现。本文介绍了不同提示技术的实验结果，并分析了哪种方法效果最佳。</description>
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      <title>反思型智能体 • Langchain</title>
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      <description>反思是一种用于提高代理和类似 AI 系统质量与成功率的提示策略。本文概述了如何使用 LangGraph 构建 3 种反思技术，包括 Reflexion 和语言代理树搜索的实现。</description>
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      <title>关于智能体、认知架构 、规划 • LangChain</title>
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      <description>本文是 LangChain 官方发布的关于 Agent 的系列文章，这里我将其汇总和翻译了一下。</description>
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