cao-ai-agent

Name: cao-ai-agent
Author: ccxsuperlife

by ccxsuperlife 3 stars ccxsuperlife/cao-ai-agent

AI Super Intelligent Agent Based on Spring Boot 3 + Java 21 + Spring AI, this project builds the AI Love Master application and the ReAct mode autonomous planning intelligent agent YuManus. It covers core knowledge such as AI large model integration, Spring AI core features, Prompt engineering and optimization, RAG (Retrieval-Augmented Generation), vector databases, Tool Calling, MCP (Model Context Protocol), AI Agent development, Cursor AI tools, and more. With a comprehensive tutorial, this project equips programmers with essential AI technologies, helping you become a sought-after talent in the AI era, significantly enhancing your resume and job competitiveness.

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项目介绍

本项目选题新颖、业务真实，用一套实战教程将程序员必知必会的 AI 技术一网打尽。

你将掌握下面的知识：

AI 应用平台的使用
接入 AI 大模型
AI 开发框架（Spring AI + LangChain4j）
AI 大模型本地部署
Prompt 工程和优化技巧
多模态特性
Spring AI 核心特性：如自定义拦截器、上下文持久化、结构化输出
RAG 知识库和向量数据库
Tool Calling 工具调用
MCP 模型上下文协议和服务开发
AI 智能体 Manus 原理和自主开发
AI 服务化和 Serverless 部署

技术栈

Java 21 + Spring Boot 3 框架
⭐️ Spring AI + LangChain4j
⭐️ RAG 知识库
⭐️ PGvector 向量数据库
⭐ Tool Calling ️工具调用
⭐️ MCP 模型上下文协议
⭐️ ReAct Agent 智能体构建
⭐️ Serverless 计算服务
⭐️ AI 大模型开发平台百炼
⭐️ Cursor AI 代码生成 + MCP
第三方接口：如 SearchAPI / Pexels API
Ollama 大模型部署
Kryo 高性能序列化
Jsoup 网页抓取
iText PDF 生成
Knife4j 接口文档

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