agent-craft

by Annyfee · MCP Server · ★ 370

About agent-craft

🤖 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。 📘 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！...

ai-agentartificial-intelligencebeginner-guidechatbotdeepseeklangchainlanggraphmcpmulti-agentopenai

Quick Facts

Stars370
Forks54
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score64.7180576638421/100
Last Updated2026-07-07
Created2025-10-23
Platformsmcp, python
Est. Tokens~15k

Compatible Skills

These tools work well together with agent-craft for enhanced workflows:

  • llm-agents-interview — semantic(0.35)+complementary+shared_fw(langchain)+same_lang+similar_pop+shared_platform (65%)
  • Powerful-Auto-Researcher — semantic(0.30)+complementary+shared_fw(langchain)+same_lang+similar_pop+shared_platform (63%)
  • Long-Trainer — semantic(0.28)+complementary+shared_fw(langchain)+same_lang+similar_pop+shared_platform (63%)
  • LLM_book — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • full-stack-ai-agent-template — semantic(0.22)+complementary+shared_fw(langchain)+same_lang+similar_pop+shared_platform (61%)

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Frequently Asked Questions

What is agent-craft?

agent-craft is 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. It is categorized as a MCP Server with 370 GitHub stars.

What programming language is agent-craft written in?

agent-craft is primarily written in Python. It covers topics such as ai-agent, artificial-intelligence, beginner-guide.

How do I install or use agent-craft?

You can find installation instructions and usage details in the agent-craft GitHub repository at github.com/Annyfee/agent-craft. The project has 370 stars and 54 forks, indicating an active community.

What license does agent-craft use?

agent-craft is released under the MIT license, making it free to use and modify according to the license terms.

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