vibe-researcher — DeepSeek AI Agent
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    vibe-researcher

    vibe-researcher

    libxee May 14, 2025
    2 copies 0 downloads

    基于Vibe Coding理念开发(Cursor 与 Claude 3.7),实现高效深度研究和信息收集的Agent。

    Deep Research

    一个基于Vibe Coding理念的深度研究项目,完全通过Claude 3.7 AI交互式创建的多代理协作系统,用于高效进行深度研究和信息收集。通过直觉驱动的编程方法,实现AI赋能的研究体验。

    项目灵感来源于 bytedance/deer-flow

    项目亮点

    • 🔮 Vibe Coding: AI驱动的交互式编程方式,通过与Claude 3.7对话完成全部代码创建,让开发过程更加自然和高效(甚至README也是由模型生成)
    • 💻 DeepSeek集成: 充分利用DeepSeek IDE的强大功能,实现无缝开发体验
    • 🤖 多代理协作: 基于LangGraph实现的多代理协作架构,各司其职
    • 🔍 深度研究: 通过迭代搜索和信息处理,深入探索复杂主题
    • 📊 可控深度和广度: 自定义研究深度和广度,灵活调整研究范围
    • 🌐 多搜索引擎支持: 支持Tavily, DuckDuckGo, Bing, Google等多种搜索引擎
    • 📝 高质量报告: 自动生成结构化的研究报告,包含引用和关键发现
    • 🔄 递归研究流程: 基于初始发现自动深入探索相关主题
    • 🔌 多LLM提供商: 支持OpenAI和DeepSeek,可灵活切换不同代理使用的LLM

    开发理念

    本项目基于Vibe Coding理念开发,这是一种完全通过AI交互创建代码的编程方式,通过以下方式实现:

    • 使用DeepSeek作为主要IDE,充分利用AI辅助编程功能
    • 通过与Claude 3.7的对话直接生成代码,无需手动编写
    • 采用流畅的开发工作流,减少上下文切换
    • 专注于创意实现而非样板代码编写
    • 直觉驱动的开发过程,让编码更具表现力和效率

    系统架构

    系统由以下几个主要代理组成:

    1. 协调者(Coordinator): 管理整个研究流程,决定下一步行动
    2. 规划者(Planner): 分析研究问题,制定详细的研究计划
    3. 研究员(Researcher): 执行搜索查询,提取和分析信息
    4. 撰写者(Writer): 整合所有研究发现,生成最终研究报告

    这些代理通过LangGraph状态图进行协作,每个代理只关注自己的专业领域,共同完成复杂的研究任务。

    详细架构说明请查看 architecture.md 文档。

    项目结构

    multi-agent-research/
    ├── docs/                     # 文档
    │   └── architecture.md       # 架构文档
    ├── src/                      # 源代码
    │   ├── agents/               # 代理实现
    │   │   ├── baseAgent.ts      # 基础代理类
    │   │   ├── coordinator.ts    # 协调者代理
    │   │   ├── planner.ts        # 规划者代理
    │   │   ├── researcher.ts     # 研究员代理
    │   │   ├── writer.ts         # 撰写者代理
    │   │   └── index.ts          # 代理索引
    │   ├── config/               # 配置
    │   │   └── index.ts          # 配置加载模块
    │   ├── interfaces/           # 接口定义
    │   │   └── index.ts          # 类型和接口定义
    │   ├── services/             # 服务
    │   │   ├── database.ts       # 数据库服务
    │   │   ├── llmClient.ts      # LLM客户端服务
    │   │   └── index.ts          # 服务索引
    │   ├── tools/                # 工具
    │   │   ├── scraping.ts       # 网页抓取工具
    │   │   ├── search.ts         # 搜索工具
    │   │   └── index.ts          # 工具索引
    │   ├── workflows/      
    

    Tags

    agentclaudedeep-researchdeepseekllmopen-aivibe-coding

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