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    agent-craft

    agent-craft

    Annyfee October 23, 2025
    263 copies 0 downloads

    AI Agent 教学仓库 | 系统化 LangChain、RAG、LangGraph、MCP 全栈实战代码 | 万字博客详解 | 开源可运行示例 | 从零构建智能体

    🤖 Agent Craft —— 从零构建全栈AI智能体

    ✅ 系统性开源教学项目,手把手带你用 Python 构建可运行的 AI Agent,涵盖 Prompt、LLM、LangChain、RAG、LangGraph、MCP 到部署发布全流程。

    Python CI

    📘 项目简介

    如果你正在学习 AI 智能体开发,却卡在“知道概念但不会动手”或“会调 API 但不懂原理”的阶段——
    Agent Craft 就是为你设计的学习路径。

    我们从最基础的 LLM 调用开始,一步步带你构建完整的 Agent 能力栈:

    • 让模型调用外部工具(Function Calling)
    • 接入私有知识库实现问答(RAG)
    • 用 LangGraph 实现带状态、可调试的决策流程
    • 整合记忆、工具与检索,打造真正可用的智能体

    所有内容围绕两个原则展开:

    • 💻 代码可运行:每个模块独立、注释清晰、本地一键复现
    • 📖 原理可理解:配套 CSDN 博客详解设计思路与关键机制

    💡 我们不重复造轮子,但也不止于调用框架——
    而是在 LangChain、LangGraph 等主流工具中,看清 Agent 是如何思考、决策与行动的。


    🧭 模块总览(15 模块)

    💡 每个模块对应独立目录(含代码、说明与示例),可独立运行与学习。
    🔥 已更新至 13 Streamlit 快速入门,持续更新中!

    章节模块博客核心关键词难度
    🏗️ 基础篇01 Agent 入门 & 环境搭建🏠OpenAI API⭐
    02 LLM 基础调用🏠LLM API 调用 · prompt · 上下文记忆⭐
    03 Function Calling 与工具调用

    Tags

    ai-agentartificial-intelligencebeginner-guidechatbotdeepseeklangchainlanggraphmcpmulti-agentopenai

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