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从零搭建Agent框架(Build LLM ReAct Agent from scratch)

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OceanPresentChao/llm-ReAct

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本项目从零开始实现了ReAct Agent的流程：

  1. 任务规划
  2. 工具使用
  3. 简单的内存短期记忆

项目结构

  • src
    • agent.ts Agent组件，对接结构化数据和大模型的纯文本输入输出
    • executor.ts Executor组件，负责协调各组件，运行事件循环指挥行动
    • llm.ts OpenAI API的简单封装
    • prompt.ts ReAct框架的Prompt模板
    • tool.ts Tool组件，抽象组件类
    • toolkit.ts 一些具体的Tool
  • config.json：项目的一些配置
    • apiKey：openai的api key
    • model：使用的openai的模型名

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