Resonance — Gemini AI Agent
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    Resonance

    Resonance

    JulianRyder01 February 3, 2026
    4 copies 0 downloads

    Resonance, An Agent on your computer. Accessible to your files, wisely control and do things via LLMs ReAct. 100% data safe, highly customize include appoint own LLMs api providers. 🎇一个本地AI智能体,让智能体以ReAct的方式操控你的电脑。全程本地运行,100%数据隐私安全。需自备模型API。可接入ollama、GPT、claude、gemini等支持OpenAI接口调用的LLM作为内核。

    💠 Resonance Windows Agent

    Echoing Intelligence Locally.
    一个专为 Windows 打造的高级本地智能体 (AI Agent) 主机。它不仅仅是聊天机器人,更是连接大模型(本地/云端)与系统底层的桥梁。

    支持 Gemini Agent Skills,您可以导入任何您所想要的 SKills 立刻体验!只需把链接发给Resonance,或在配置中添加即可。

    Python React Tailwind Vite Resonance 界面

    🌟 核心特性

    • 🧠 混合大脑架构:无缝切换本地模型 (Ollama) 与云端 API (Gemini, GPT-4)。
    • 🛠️ 智能技能 (Skills):通过 Python/PowerShell 扩展 Agent 能力,支持文件管理、浏览器自动化、系统状态读取。
    • 🛡️ 哨兵系统 (Sentinels):自主监控时间触发器、文件变更和全局快捷键,变被动对话为主动通知。
    • 💾 向量长时记忆:基于 ChromaDB 的 RAG 引擎,自动萃取对话中的关键事实,随时间自我进化。
    • 🖥️ 现代交互界面:基于 Tailwind CSS v4 的极简科技感 Web 控制台。

    本地存储记忆库 隐私安全不外露 此处为示例

    本地存储记忆库 隐私安全不外露

    🚀 快速开始 (Startup)

    由于本项目采用前后端分离架构,开发环境下需分别启动。

    1. 环境准备

    确保已安装:

    • Python 3.11+
    • Node.js 20+
    • Conda (推荐)

    2. 后端配置 (Backend)

    # 进入后端目录
    cd backend
    
    # 创建并激活环境
    conda create -n resonance python=3.11 -y
    conda activate resonance
    
    # 安装依赖
    pip install -r requirements.txt
    
    # 初始化配置 (从模板复制)
    copy config\config.yaml.template config\config.yaml
    copy config\profiles.yaml.template config\profiles.yaml
    
    # 启动服务器 (默认端口 8000)
    python server.py
    

    3. 前端配置 (Frontend)

    注意:本项目使用 Tailwind CSS v4,需配合 Vite 插件运行。

    # 进入前端目录
    cd frontend
    
    # 安装依赖
    npm install
    
    # 启动开发服务器 (默认端口 5173)
    npm run dev
    

    访问 http://localhost:5173 即可进入控制台。


    ⚙️ 配置说明

    • backend/config/config.yaml: 全局系统设置、已注册的自动化脚本(Skills)。
    • backend/config/profiles.yaml: LLM 提供商配置(API Key、Base URL、模型名称)。
    • backend/config/user_profile.yaml: 存储 Agent 记住的关于你的个人偏好和项目路径。

    🛠️ 技术栈

    模块技术方案
    BackendFastAPI, HostAgent (Custom Core), Psutil, Watchdog
    LLM Orchestration

    Tags

    agentcomputer-use-agentllmopenclaw

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