liyupi/ai-code-helper

2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、Web 爬虫、安全防护、Vue.js 前端开发、SSE 服务端推送等企业级 AI 应用开发技术。帮助开发者掌握 AI 时代必备技能，熟悉 LangChain 框架，提升编程学习效率和求职竞争力，成为企业需要的 AI 全栈开发人才。

731 starsVueaiai-modelbackendfrontend

SCANNED68/100

Scanned 2026-08-10 · gemini v1

Dimension breakdown

Security

75/100

2 findings

Quality

85/100

1 finding

License

30/100

1 finding

Completeness

70/100

2 findings

Findings (6)

HIGH: 1MEDIUM: 3INFO: 2

HIGHcompletenessMissing MCP Manifest
MEDIUMsecurityPotential Hardcoded Credentials
MEDIUMlicenseMissing License
MEDIUMcompletenessAmbiguous Asset Class
INFOsecurityInput Guardrail Implementation

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