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README.md
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README.md
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[English](README_EN.md) | 中文
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<h1 align="center">Snap-Solver <img src="https://img.shields.io/badge/版本-1.0.0-blue" alt="版本"></h1>
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# 📚 Snap-Solver - AI笔试测评工具
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> 🔍 一键识别，自动解答
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<p align="center">
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<b>🔍 一键截屏，自动解题 - 线上考试，从未如此简单</b>
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</p>
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## ✨ 项目简介
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<p align="center">
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<img src="https://img.shields.io/badge/Python-3.x-blue?logo=python" alt="Python">
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<img src="https://img.shields.io/badge/Framework-Flask-green?logo=flask" alt="Flask">
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<img src="https://img.shields.io/badge/AI-Multi--Model-orange" alt="AI">
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<img src="https://img.shields.io/badge/License-Apache%202.0-lightgrey" alt="License">
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</p>
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Snap-Solver 是一个强大的AI笔试测评工具，只需**按下快捷键**，即可自动截取您电脑屏幕上的题目，通过 AI 进行识别并给出详细解答。无论是数学题、物理题、化学题、编程问题还是其他学术问题，Snap-Solver 都能为您提供专业的解答。
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<img src="pic.jpg" alt="Snap-Solver 截图" width="400" />
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<p align="center">
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<a href="#-核心特性">核心特性</a> •
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<a href="#-快速开始">快速开始</a> •
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<a href="#-使用指南">使用指南</a> •
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<a href="#-技术架构">技术架构</a> •
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<a href="#-高级配置">高级配置</a> •
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<a href="#-常见问题">常见问题</a> •
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<a href="#-获取帮助">获取帮助</a>
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</p>
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### 📞 代部署支持
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<p align="center">
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<img src="pic.jpg" alt="Snap-Solver 截图" width="300" />
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</p>
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如果您不擅长编程，需要该软件的**代部署服务**，可发送邮件至：[zylanjian@outlook.com](mailto:zylanjian@outlook.com)
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## 💫 项目简介
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## 🌟 核心功能
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**Snap-Solver** 是一个革命性的AI笔试测评工具，专为学生、考生和自学者设计。只需**按下快捷键**，即可自动截取屏幕上的任何题目，通过AI进行分析并提供详细解答。
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- 🖼️ **一键截图**：在手机上使用**截屏**按钮，即可远程监控电脑屏幕
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无论是复杂的数学公式、物理难题、编程问题，还是其他学科的挑战，Snap-Solver都能提供清晰、准确、有条理的解决方案，帮助您更好地理解和掌握知识点。
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- 🌐 **局域网共享**：一处部署，多处使用，同一网络下**所有设备**均可监控电脑
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- 🔍 **OCR 文字识别**：支持 Mathpix API 识别数学公式和图片中的文字
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- 🧠 **多模型支持**：同时支持 GPT、o3、Claude 和 DeepSeek 等多种 AI 模型
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- 🔐 **VPN 代理支持**：可自定义 VPN 代理，支持国内用户通过代理访问
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- 💻 **全平台支持**：Windows、MacOS（暂未调试）、Linux 系统可用，手机端可通过浏览器访问
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## 🛠️ 技术架构
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<div align="center">
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<table>
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<tr>
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<td align="center" style="background-color: #f8f9fa; padding: 10px; border-radius: 5px;">
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<b>📞 代部署支持</b><br>
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如果您不擅长编程，需要专业的代部署服务<br>
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请联系：<a href="mailto:zylanjian@outlook.com">zylanjian@outlook.com</a>
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</td>
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</tr>
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</table>
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</div>
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- **后端**：Flask + SocketIO，提供 Web 服务和 WebSocket 实时通信
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## ✨ 核心特性
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- **前端**：HTML + CSS + JavaScript，提供直观的用户界面
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- **AI 接口**：
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OpenAI:
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<table>
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- GPT-4o
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<tr>
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- o3-mini
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<td width="50%">
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<h3>📱 跨设备协同</h3>
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Anthropic:
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<ul>
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- Claude-3.7-Sonnet
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<li><b>一键截图</b>：按下快捷键，即可在移动设备上查看和分析电脑屏幕</li>
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<li><b>局域网共享</b>：一处部署，多设备访问，提升学习效率</li>
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DeepSeek:
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</ul>
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- DeepSeek-r1
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</td>
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- DeepSeek-v3
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<td width="50%">
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<h3>🧠 多模型AI支持</h3>
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Mathpix:
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<ul>
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- Mathpix OCR
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<li><b>GPT-4o/o3-mini</b>：OpenAI强大的推理能力</li>
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<li><b>Claude-3.7</b>：Anthropic的高级理解与解释</li>
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## 📋 使用前准备
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<li><b>DeepSeek-v3/r1</b>：专为中文场景优化的模型</li>
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</ul>
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1. **API Keys**:
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</td>
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- [OpenAI API Key](https://openai.com)（可选）
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</tr>
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- [Anthropic API Key](https://anthropic.com)（可选，推荐✅）
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<tr>
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- [DeepSeek API Key](https://deepseek.com)（可选，不推荐❌）
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<td>
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- [Mathpix API Key](https://mathpix.com)（推荐✅）
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<h3>🔍 精准识别</h3>
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<ul>
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2. **运行环境**:
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<li><b>OCR文字识别</b>：准确捕捉图片中的文本</li>
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- [Python](https://www.python.org/downloads/) 3.x 版本
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<li><b>数学公式支持</b>：通过Mathpix精确识别复杂数学符号</li>
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- 必要的 Python 依赖包
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</ul>
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</td>
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<td>
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<h3>🌐 全球无障碍</h3>
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<ul>
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<li><b>VPN代理支持</b>：自定义代理设置，解决网络访问限制</li>
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<li><b>多语言响应</b>：支持定制AI回复语言</li>
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</ul>
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</td>
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</tr>
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<tr>
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<td>
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<h3>💻 全平台兼容</h3>
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<ul>
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<li><b>桌面支持</b>：Windows、MacOS、Linux</li>
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<li><b>移动访问</b>：手机、平板通过浏览器直接使用</li>
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</ul>
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</td>
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<td>
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<h3>⚙️ 高度可定制</h3>
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<ul>
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<li><b>思考深度控制</b>：调整AI的分析深度</li>
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<li><b>自定义提示词</b>：针对特定学科优化提示</li>
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</ul>
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</td>
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</tr>
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</table>
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## 🚀 快速开始
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## 🚀 快速开始
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1. **启动应用**:
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### 📋 前置要求
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```bash
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python app.py
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```
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2. **访问服务**:
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- Python 3.x
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- 💻 本机访问：
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- 至少以下一个API Key（详见[获取API密钥指南](#-获取api密钥)）:
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打开浏览器，访问 http://localhost:5000
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- OpenAI API Key
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- 📱 移动设备访问：
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- Anthropic API Key (推荐✅)
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使用同一局域网内的手机、平板等设备访问 `http://[服务器IP]:5000`
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- DeepSeek API Key
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- Mathpix API Key (推荐OCR识别✅)
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## 💡 使用指南
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### 📥 开始使用
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### 1. 首次配置
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```bash
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# 启动应用
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python app.py
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```
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首次使用时，点击右上角的⚙️设置图标，配置：
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### 📱 访问方式
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- AI 模型 API 密钥（至少需要一个）
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- OCR 识别设置（可选；为节约token成本，强烈推荐）
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- 代理设置（如需）
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- 系统提示词（可自定义）
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### 2. 截图解题
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- **本机访问**：打开浏览器，访问 http://localhost:5000
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- **局域网设备访问**：在同一网络的任何设备上访问 `http://[电脑IP]:5000`
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1. 按下手机或平板上的 `截屏` 按钮键
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## 📖 使用指南
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2. 在手机或平板上，会自动显示您的电脑屏幕截图
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3. 在移动设备上裁剪您想解答的题目区域
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4. 选择"发送图片至 AI"（直接分析图片）或"提取图中文本"（先识别文字再分析）
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5. 等待系统处理并查看详细解答
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### 3. 文本解题
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<table>
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<tr>
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<td width="33%">
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<h4>1️⃣ 首次配置</h4>
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<p>点击右上角⚙️设置图标，配置API密钥和首选项</p>
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</td>
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<td width="33%">
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<h4>2️⃣ 截图解题</h4>
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<p>点击"截图"按钮 → 裁剪题目区域 → 选择分析方式</p>
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</td>
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<td width="33%">
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<h4>3️⃣ 查看解答</h4>
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<p>实时查看AI分析过程和详细解答，包含思考路径</p>
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</td>
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</tr>
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</table>
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如果已有题目文本，或者想要修改识别出的文字：
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### 🎯 使用场景示例
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1. 使用"提取图中文本"功能
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2. 编辑文本框中的内容
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- **课后习题**：截取教材或作业中的难题，获取步骤详解
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3. 点击"发送文本至 AI"获取解答
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- **编程调试**：截取代码错误信息，获取修复建议
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- **考试复习**：分析错题并理解解题思路
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- **文献研究**：截取复杂论文段落，获取简化解释
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## 🔧 技术架构
|
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|
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```mermaid
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graph TD
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A[用户界面] --> B[Flask Web服务]
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B --> C{API路由}
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C --> D[截图服务]
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C --> E[OCR识别]
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C --> F[AI分析]
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E --> |Mathpix API| G[文本提取]
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F --> |模型选择| H1[OpenAI]
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F --> |模型选择| H2[Anthropic]
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F --> |模型选择| H3[DeepSeek]
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D --> I[Socket.IO实时通信]
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I --> A
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```
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### 🧩 组件详情
|
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|
|
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- **前端**：响应式HTML/CSS/JS界面，支持移动设备
|
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- **后端**：Flask + SocketIO，提供RESTful API和WebSocket
|
||||||
|
- **AI接口**：多模型支持，统一接口标准
|
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- **图像处理**：高效的截图和裁剪功能
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|
|
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## ⚙️ 高级配置
|
## ⚙️ 高级配置
|
||||||
|
|
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您可以在设置面板中自定义多项参数：
|
### 模型选择与优化
|
||||||
|
|
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- **AI 模型**：选择不同的 AI 模型（GPT-4o、o3-mini、Claude-3.7、DeepSeek-r1 等）
|
| 模型 | 优势 | 适用场景 |
|
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- **语言**：设置 AI 回答的首选语言
|
|------|------|----------|
|
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- **温度**：调整 AI 回答的随机性（较低值更精确，较高值更创意）
|
| **GPT-4o** | 综合能力强，多模态支持 | 复杂学科问题，图像理解 |
|
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- **思考深度**： Claude专属参数，可调整思维模式
|
| **o3-mini** | 速度快，成本低 | 简单问题，快速反馈 |
|
||||||
- **系统提示词**：自定义 AI 的基础行为指令
|
| **Claude-3.7** | 详细思考过程，推理透明 | 数学证明，深度分析 |
|
||||||
- **代理设置**：配置 HTTP 代理，便于国内用户访问
|
| **DeepSeek** | 中文优化，低延迟 | 中文习题，语文分析 |
|
||||||
|
|
||||||
## 📞 获取帮助
|
### 🛠️ 可调参数
|
||||||
|
|
||||||
- 如有 bug 问题：请在本仓库提交 Issue
|
- **温度**：调整回答的创造性与确定性（0.1-1.0）
|
||||||
- 如需**部署帮助**，可联系：[zylanjian@outlook.com](mailto:zylanjian@outlook.com)
|
- **最大输出Token**：控制回答长度
|
||||||
|
- **推理深度**：标准模式（快速）或深度思考（详细）
|
||||||
|
- **思考预算占比**：平衡思考过程与最终答案的详细程度
|
||||||
|
- **系统提示词**：自定义AI的基础行为与专业领域
|
||||||
|
|
||||||
## 🔧 常见问题
|
## ❓ 常见问题
|
||||||
|
|
||||||
### 1. 截图功能无响应？
|
<details>
|
||||||
- 确保以管理员权限运行应用
|
<summary><b>如何获得最佳识别效果？</b></summary>
|
||||||
- 检查是否授予了屏幕录制权限
|
<p>
|
||||||
- 确认 Python 进程正在运行
|
确保截图清晰，包含完整题目和必要上下文。对于数学公式，建议使用Mathpix OCR以获得更准确的识别结果。
|
||||||
|
</p>
|
||||||
|
</details>
|
||||||
|
|
||||||
### 2. 无法连接服务？
|
<details>
|
||||||
- 检查防火墙设置
|
<summary><b>无法连接到服务怎么办？</b></summary>
|
||||||
- 确认移动设备与电脑在同一局域网
|
<p>
|
||||||
- 验证服务器 IP 地址是否正确
|
1. 检查防火墙设置是否允许5000端口<br>
|
||||||
|
2. 确认设备在同一局域网内<br>
|
||||||
|
3. 尝试重启应用程序<br>
|
||||||
|
4. 查看控制台日志获取错误信息
|
||||||
|
</p>
|
||||||
|
</details>
|
||||||
|
|
||||||
### 3. API 调用失败？
|
<details>
|
||||||
- 检查 API Key 是否正确设置
|
<summary><b>API调用失败的原因？</b></summary>
|
||||||
- 确认网络连接是否正常
|
<p>
|
||||||
- 如使用代理，检查代理设置是否正确
|
1. API密钥可能无效或余额不足<br>
|
||||||
|
2. 网络连接问题，特别是国际API<br>
|
||||||
|
3. 代理设置不正确<br>
|
||||||
|
4. API服务可能临时不可用
|
||||||
|
</p>
|
||||||
|
</details>
|
||||||
|
|
||||||
## 🔐 安全提示
|
<details>
|
||||||
|
<summary><b>如何优化AI回答质量？</b></summary>
|
||||||
|
<p>
|
||||||
|
1. 调整系统提示词，添加特定学科的指导<br>
|
||||||
|
2. 根据问题复杂度选择合适的模型<br>
|
||||||
|
3. 对于复杂题目，使用"深度思考"模式<br>
|
||||||
|
4. 确保截取的题目包含完整信息
|
||||||
|
</p>
|
||||||
|
</details>
|
||||||
|
|
||||||
- 您的 API 密钥存储在本地，不会上传到任何服务器
|
## 🤝 获取帮助
|
||||||
- 建议只在可信任的局域网中使用本服务
|
|
||||||
- 定期更新系统和依赖包以保障安全
|
|
||||||
|
|
||||||
## 🤝 参与贡献
|
- **代部署服务**：如果您不擅长编程，需要代部署服务，请联系 [zylanjian@outlook.com](mailto:zylanjian@outlook.com)
|
||||||
|
- **问题报告**：在GitHub仓库提交Issue
|
||||||
欢迎提交 Issue 和 Pull Request！
|
- **功能建议**：欢迎通过Issue或邮件提供改进建议
|
||||||
|
|
||||||
1. Fork 本仓库
|
|
||||||
2. 创建功能分支 (`git checkout -b feature/AmazingFeature`)
|
|
||||||
3. 提交更改 (`git commit -m 'Add some AmazingFeature'`)
|
|
||||||
4. 推送到分支 (`git push origin feature/AmazingFeature`)
|
|
||||||
5. 提交 Pull Request
|
|
||||||
|
|
||||||
## 📜 开源协议
|
## 📜 开源协议
|
||||||
|
|
||||||
本项目采用 [Apache 2.0](LICENSE) 协议。
|
本项目采用 [Apache 2.0](LICENSE) 协议。
|
||||||
|
|
||||||
---
|
|
||||||
|
|
||||||
⭐ 如果这个项目对您有帮助，请给个 Star！感谢支持！
|
|
||||||
|
|||||||
151
README_EN.md
151
README_EN.md
@@ -1,151 +0,0 @@
|
|||||||
English | [中文](README.md)
|
|
||||||
|
|
||||||
# 📚 Snap-Solver - AI Exam Assistance Tool
|
|
||||||
|
|
||||||
> 🔍 One-click recognition, automatic solving
|
|
||||||
|
|
||||||
## ✨ Project Introduction
|
|
||||||
|
|
||||||
Snap-Solver is a powerful AI exam assistance tool that can automatically capture questions on your computer screen with just a **press of a hotkey**, recognize them through AI, and provide detailed solutions. Whether it's mathematics, physics, chemistry, programming problems, or other academic questions, Snap-Solver can provide professional answers.
|
|
||||||
|
|
||||||
> For **deployment services**, please contact: [zylanjian@outlook.com](mailto:zylanjian@outlook.com)
|
|
||||||
|
|
||||||
<img src="pic.jpg" alt="Snap-Solver screenshot" width="400" />
|
|
||||||
|
|
||||||
## 🌟 Core Features
|
|
||||||
|
|
||||||
- 🖼️ **One-click Screenshot**: Use a hotkey (Alt+Ctrl+S, customizable) to remotely monitor your computer screen
|
|
||||||
- 🌐 **LAN Sharing**: Deploy once, use everywhere — all devices on the same network can access
|
|
||||||
- 🔍 **OCR Text Recognition**: Support for Mathpix API to recognize mathematical formulas and text in images
|
|
||||||
- 🧠 **Multiple Model Support**: Simultaneous support for GPT-4o, Claude-3.7, DeepSeek, and other AI models
|
|
||||||
- 🔐 **VPN Proxy Support**: Customizable VPN proxy, supports users in regions with limited access to AI models
|
|
||||||
- 🌓 **Theme Switching**: Light and dark theme support to protect your eyes
|
|
||||||
- 💻 **Cross-Platform Support**: Works on Windows, MacOS, Linux, with mobile access through browsers
|
|
||||||
|
|
||||||
## 🛠️ Technical Architecture
|
|
||||||
|
|
||||||
- **Backend**: Flask + SocketIO, providing Web services and WebSocket real-time communication
|
|
||||||
- **Frontend**: HTML + CSS + JavaScript, providing an intuitive user interface
|
|
||||||
- **AI Interfaces**:
|
|
||||||
- GPT-4o: OpenAI's image and text understanding model (without reasoning)
|
|
||||||
- Claude-3.7: Anthropic's advanced thinking model (includes reasoning by default)
|
|
||||||
- DeepSeek: Alternative model support
|
|
||||||
- Mathpix: Professional mathematical formula and text recognition service
|
|
||||||
|
|
||||||
## 📋 Prerequisites
|
|
||||||
|
|
||||||
1. **API Keys**:
|
|
||||||
- [OpenAI API Key](https://openai.com) (for GPT-4o)
|
|
||||||
- [Anthropic API Key](https://anthropic.com) (for Claude-3.7, optional)
|
|
||||||
- [Mathpix API Key](https://mathpix.com) (for OCR text recognition, optional)
|
|
||||||
|
|
||||||
2. **Running Environment**:
|
|
||||||
- [Python](https://www.python.org/downloads/) 3.x version
|
|
||||||
- Required Python dependencies
|
|
||||||
|
|
||||||
## 🚀 Quick Start
|
|
||||||
|
|
||||||
1. **Clone the project**:
|
|
||||||
```bash
|
|
||||||
git clone https://github.com/zippland/Snap-Solver.git
|
|
||||||
```
|
|
||||||
|
|
||||||
2. **Activate virtual environment**:
|
|
||||||
```bash
|
|
||||||
.venv/Scripts/activate
|
|
||||||
```
|
|
||||||
|
|
||||||
3. **Install dependencies**:
|
|
||||||
```bash
|
|
||||||
pip install -r requirements.txt
|
|
||||||
```
|
|
||||||
|
|
||||||
4. **Start the application**:
|
|
||||||
```bash
|
|
||||||
python app.py
|
|
||||||
```
|
|
||||||
|
|
||||||
5. **Access the service**:
|
|
||||||
- Local access: Open browser, visit http://localhost:5000
|
|
||||||
- Mobile device access: Use phones/tablets on the same LAN to visit http://[server-IP]:5000
|
|
||||||
|
|
||||||
## 💡 Usage Guide
|
|
||||||
|
|
||||||
### 1. First-time Setup
|
|
||||||
|
|
||||||
When using for the first time, click the ⚙️ settings icon in the top right corner to configure:
|
|
||||||
- AI model API keys (at least one required)
|
|
||||||
- OCR recognition settings (optional)
|
|
||||||
- Proxy settings (if needed)
|
|
||||||
- System prompt (customizable)
|
|
||||||
|
|
||||||
### 2. Screenshot-based Problem Solving
|
|
||||||
|
|
||||||
1. Press the `Screenshot` button on your phone or tablet
|
|
||||||
2. Your computer screen will automatically display on your mobile device
|
|
||||||
3. Crop the problem area you want to solve on your mobile device
|
|
||||||
4. Choose "Send image to AI" (direct image analysis) or "Extract text from image" (OCR then analysis)
|
|
||||||
5. Wait for the system to process and view the detailed solution
|
|
||||||
|
|
||||||
### 3. Text-based Problem Solving
|
|
||||||
|
|
||||||
If you already have the problem text, or want to modify the recognized text:
|
|
||||||
1. Use the "Extract text from image" feature
|
|
||||||
2. Edit the content in the text box
|
|
||||||
3. Click "Send text to AI" to get the solution
|
|
||||||
|
|
||||||
## ⚙️ Advanced Configuration
|
|
||||||
|
|
||||||
You can customize multiple parameters in the settings panel:
|
|
||||||
|
|
||||||
- **AI Model**: Choose different AI models (GPT-4o, Claude-3.7, DeepSeek, etc.)
|
|
||||||
- **Language**: Set the preferred language for AI responses
|
|
||||||
- **Temperature**: Adjust the randomness of AI responses (lower values are more precise, higher values more creative)
|
|
||||||
- **System Prompt**: Customize basic instructional prompts for the AI
|
|
||||||
- **Proxy Settings**: Configure HTTP proxy for users in regions with limited access
|
|
||||||
|
|
||||||
## 📞 Get Help
|
|
||||||
|
|
||||||
- For bug issues: Please submit an Issue in this repository
|
|
||||||
- For **deployment help**, contact: [zylanjian@outlook.com](mailto:zylanjian@outlook.com)
|
|
||||||
|
|
||||||
## 🔧 Common Issues
|
|
||||||
|
|
||||||
### 1. Screenshot function not responding?
|
|
||||||
- Ensure the application is run with administrator privileges
|
|
||||||
- Check if screen recording permissions have been granted
|
|
||||||
- Confirm that the Python process is running
|
|
||||||
|
|
||||||
### 2. Cannot connect to the service?
|
|
||||||
- Check firewall settings
|
|
||||||
- Confirm mobile devices are on the same network as the computer
|
|
||||||
- Verify the server IP address is correct
|
|
||||||
|
|
||||||
### 3. API call failed?
|
|
||||||
- Check if API Keys are correctly set
|
|
||||||
- Confirm network connection is normal
|
|
||||||
- If using a proxy, check if proxy settings are correct
|
|
||||||
|
|
||||||
## 🔐 Security Tips
|
|
||||||
|
|
||||||
- Your API keys are stored locally and not uploaded to any server
|
|
||||||
- Only use this service on trusted local networks
|
|
||||||
- Regularly update the system and dependencies to ensure security
|
|
||||||
|
|
||||||
## 🤝 Contribution
|
|
||||||
|
|
||||||
Welcome to submit Issues and Pull Requests!
|
|
||||||
|
|
||||||
1. Fork this repository
|
|
||||||
2. Create a feature branch (`git checkout -b feature/AmazingFeature`)
|
|
||||||
3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
|
|
||||||
4. Push to the branch (`git push origin feature/AmazingFeature`)
|
|
||||||
5. Submit a Pull Request
|
|
||||||
|
|
||||||
## 📜 License
|
|
||||||
|
|
||||||
This project is licensed under the [Apache](LICENSE) license.
|
|
||||||
|
|
||||||
---
|
|
||||||
|
|
||||||
⭐ If this project helps you, please give it a Star! Thanks for your support!
|
|
||||||
BIN
server/instance/app.db
Normal file
BIN
server/instance/app.db
Normal file
Binary file not shown.
Reference in New Issue
Block a user