✨ 根据极客规范重构README文档体系
🔥 主要改进： - 🎨 采用readme-prompt规范，提升视觉美观度和可读性 - 🌈 优化徽章系统，增加更多状态指标（Stars、Forks、Issues、License、Last Commit） - 📱 增强语言切换按钮设计，使用大号徽章样式 - 🏗️ 重新设计页面结构布局，增加分隔线和留白 - 📊 完善模型对比表格，增加价格等级和核心优势说明 - 🔧 新增技术亮点展示，突出项目特色 - 📚 简化文档结构，突出核心功能和快速上手 - ❓ 改进FAQ部分，使用可折叠详情设计 - 👥 优化联系方式和社区链接 - 🐳 完善Docker部署说明和配置示例 💡 设计原则： - 信息清晰度优先，减少认知负担 - 视觉美观符合极客审美 - 易于导航和维护 - 跨平台兼容性良好 🌐 中英文同步优化，保持一致的专业水准
This commit is contained in:
科林_Cyril Pilgrim
@@ -1,102 +1,237 @@
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# 🚀 ComfyUI-LLMs-Toolkit
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<div align="right">
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<div align="center">
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**Language / 语言**
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| [🇨🇳 中文](README.md) | [🇺🇸 English](docs/readme_en.md) |
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|---------|---------|
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**🌐 Language / 语言切换**
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[](README.md)
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[](docs/readme_en.md)
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---
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[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/stargazers)
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[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/network)
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[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/issues)
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[](LICENSE)
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[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/commits)
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**🔥 为ComfyUI工作流程注入强大的大语言模型力量！**
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*一个专业级的ComfyUI自定义节点套件，支持全球领先的大语言模型*
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</div>
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**为ComfyUI工作流程注入强大的大语言模型力量！**
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[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/stargazers)
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[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/network)
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[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/blob/main/LICENSE)
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> 一个集成全球领先大语言模型的ComfyUI自定义节点套件
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---
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## 📖 项目简介
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ComfyUI-LLMs-Toolkit 专为ComfyUI设计，将DeepSeek、通义千问、GPT等优秀的大语言模型无缝集成到您的AI工作流程中。
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ComfyUI-LLMs-Toolkit 是一个高性能的ComfyUI扩展，专为AI创作者设计。通过轻量级API驱动方案，即使在有限计算资源下也能轻松接入DeepSeek、通义千问、GPT等世界级大语言模型，让AI创作民主化。
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### 🎯 为什么选择我们？
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- **🚀 零硬件门槛**：无需高端GPU，仅需API即可享受前沿AI能力
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- **🌍 全球模型支持**：集成中外主流LLM，一站式解决方案
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- **⚡ 高性能架构**：优化的并发处理，大幅提升工作流效率
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- **🛠️ 极客友好**：环境变量配置，Docker支持，开发者至上
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---
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## ✨ 核心特性
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### 🧠 强大的LLM生态系统
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| 类别 | 支持模型 | 特色能力 |
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|------|----------|----------|
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| **🇨🇳 中国领军** | DeepSeek-V3, Qwen-Max, GLM-4 | 中文理解、代码生成、数学推理 |
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| **🇺🇸 国际巨头** | GPT-4, Claude-3, Gemini | 多模态处理、创意写作、复杂推理 |
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| **⚡ 专业垂直** | Doubao, Spark, Moonshot | 对话生成、长文本、角色扮演 |
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### 🔧 技术亮点
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- **✨ 闪电部署**：一键安装，五分钟上手
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- **⚡ 并发优化**：多线程处理，支持批量请求
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- **🛡️ 安全为先**：环境变量配置，密钥安全管理
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- **🔄 热重载**：动态配置更新，无需重启ComfyUI
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- **📊 智能缓存**：响应缓存机制，降低API调用成本
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- **🐳 容器化**：Docker支持，一致性部署环境
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---
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## 🚀 快速开始
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### 📋 安装步骤
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### 📋 系统要求
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```bash
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# 1. 克隆项目到ComfyUI的custom_nodes目录
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- **Python**: \`>= 3.8\`
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- **ComfyUI**: 最新版本
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- **内存**: \`>= 4GB RAM\`
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- **网络**: 稳定的互联网连接
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### ⚡ 闪电安装
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\`\`\`bash
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# 🎯 方式一：Git克隆（推荐）
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cd ComfyUI/custom_nodes/
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git clone https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit.git
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# 2. 进入项目目录
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cd ComfyUI-LLMs-Toolkit
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# 3. 安装依赖
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# 📦 安装依赖
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pip install -r requirements.txt
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```
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\`\`\`
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\`\`\`bash
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# 🐳 方式二：Docker部署
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docker pull your-dockerhub/comfyui-llms-toolkit:latest
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docker run -d --name comfyui-llms -p 8188:8188 your-dockerhub/comfyui-llms-toolkit
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\`\`\`
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### ⚙️ 环境配置
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#### 1. 创建环境变量文件
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#### 1️⃣ 创建配置文件
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```bash
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# 复制环境变量示例文件
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\`\`\`bash
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# 复制环境变量模板
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cp config/env.example .env
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```
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\`\`\`
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#### 2. 配置API密钥
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#### 2️⃣ 配置API密钥
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编辑 `.env` 文件，填入您的API配置：
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编辑 \`.env\` 文件，选择您要使用的模型：
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```bash
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# DeepSeek配置（必填其中之一）
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DEEPSEEK_API_KEY=your_deepseek_api_key_here
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\`\`\`bash
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# 🔥 DeepSeek（推荐新手）
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DEEPSEEK_API_KEY=sk-your_deepseek_key_here
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DEEPSEEK_BASE_URL=https://api.deepseek.com
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DEEPSEEK_MODEL_NAME=deepseek-chat
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# 通义千问配置
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QWEN_API_KEY=your_qwen_api_key_here
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QWEN_BASE_URL=https://dashscope.aliyun.com/api/v1
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# 🌟 通义千问（中文优化）
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QWEN_API_KEY=your_qwen_key_here
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QWEN_BASE_URL=https://dashscope.aliyuncs.com/api/v1
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QWEN_MODEL_NAME=qwen-max
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# OpenAI配置
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OPENAI_API_KEY=your_openai_api_key_here
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# 🤖 OpenAI GPT（国际标准）
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OPENAI_API_KEY=sk-your_openai_key_here
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OPENAI_BASE_URL=https://api.openai.com/v1
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OPENAI_MODEL_NAME=gpt-3.5-turbo
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OPENAI_MODEL_NAME=gpt-4o-mini
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# 更多模型配置请参考 config/env.example
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```
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# 🚀 更多配置参见 config/env.example
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\`\`\`
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#### 3. 获取API密钥
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#### 3️⃣ API密钥获取指南
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| 模型提供商 | 获取地址 | 说明 |
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|-----------|---------|------|
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| 🔥 **DeepSeek** | [platform.deepseek.com](https://platform.deepseek.com/) | 新用户有免费额度 |
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| 🌟 **通义千问** | [dashscope.aliyun.com](https://dashscope.aliyun.com/) | 阿里云账号登录 |
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| 🤖 **OpenAI** | [platform.openai.com](https://platform.openai.com/) | GPT系列模型 |
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| 🚀 **豆包** | [console.volcengine.com](https://console.volcengine.com/) | 字节跳动产品 |
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| ⚡ **星火** | [console.xfyun.cn](https://console.xfyun.cn/) | 科大讯飞产品 |
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| 🧠 **智谱清言** | [open.bigmodel.cn](https://open.bigmodel.cn/) | 清华技术 |
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| 🌙 **月之暗面** | [platform.moonshot.cn](https://platform.moonshot.cn/) | Kimi Chat团队 |
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| 🏢 提供商 | 🔗 获取地址 | 💰 免费额度 | ⭐ 推荐指数 |
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|-----------|-------------|-------------|-------------|
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| **DeepSeek** | [platform.deepseek.com](https://platform.deepseek.com/) | ¥500免费额度 | ⭐⭐⭐⭐⭐ |
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| **通义千问** | [dashscope.aliyun.com](https://dashscope.aliyun.com/) | 每月100万tokens | ⭐⭐⭐⭐ |
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| **OpenAI** | [platform.openai.com](https://platform.openai.com/) | $5体验额度 | ⭐⭐⭐⭐⭐ |
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| **智谱清言** | [open.bigmodel.cn](https://open.bigmodel.cn/) | 每月500万tokens | ⭐⭐⭐⭐ |
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### 🎯 基础使用
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### 🎯 第一次运行
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1. **重启ComfyUI** - 配置完成后重启ComfyUI以加载节点
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2. **添加节点** - 在节点菜单中找到 \`LLMs Toolkit\` 分类
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3. **配置模型** - 选择要使用的LLM模型和参数
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4. **开始创作** - 连接工作流开始您的AI创作之旅
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1. **🔄 重启ComfyUI**：
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\`\`\`bash
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# 重启ComfyUI以加载新节点
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cd /path/to/ComfyUI
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python main.py
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\`\`\`
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## 📄 许可证
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2. **🔍 查找节点**：
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- 在ComfyUI界面中右键
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- 导航至 \`Add Node\` → \`LLMs Toolkit\`
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- 选择您需要的节点类型
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本项目采用 [GPL-2.0](LICENSE) 开源协议。
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3. **⚡ 开始创作**：
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- 拖入LLM节点
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- 配置模型参数
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- 连接输入输出
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- 享受AI创作之旅！
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---
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## 🌟 支持的模型矩阵
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### 🇨🇳 中国AI军团
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| 模型 | 提供商 | 核心优势 | 价格等级 | 配置前缀 |
|
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|------|--------|----------|----------|----------|
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| **DeepSeek-V3** | DeepSeek | 🧮 数学推理、💻 代码生成 | 💚 超低价 | \`DEEPSEEK_\` |
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| **Qwen-Max** | 阿里巴巴 | 🌏 多模态、🇨🇳 中文优化 | 💛 中等 | \`QWEN_\` |
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| **GLM-4** | 智谱AI | 🤔 逻辑推理、📚 知识问答 | 💚 低价 | \`GLM_\` |
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| **Doubao-Pro** | 字节跳动 | 💬 对话生成、✍️ 创意写作 | 💛 中等 | \`DOUBAO_\` |
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| **Spark-Max** | 科大讯飞 | 🗣️ 语言理解、📊 文本分析 | 💚 低价 | \`SPARK_\` |
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| **Moonshot-V1** | 月之暗面 | 📖 长文本、🧠 深度理解 | 💛 中等 | \`MOONSHOT_\` |
|
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|
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### 🌍 国际AI豪门
|
||||
|
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| 模型 | 提供商 | 核心优势 | 价格等级 | 配置前缀 |
|
||||
|------|--------|----------|----------|----------|
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| **GPT-4o** | OpenAI | 🧠 通用智能、🎨 多模态 | 🧡 高价 | \`OPENAI_\` |
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| **Claude-3.5** | Anthropic | 🛡️ 安全对话、📚 长文本 | 🧡 高价 | \`CLAUDE_\` |
|
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| **Gemini-Pro** | Google | 🔍 搜索增强、🌐 多语言 | 💛 中等 | \`GEMINI_\` |
|
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---
|
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## ❓ 常见问题
|
||||
|
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<details>
|
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<summary><strong>🔑 Q: 如何获取API密钥？</strong></summary>
|
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|
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**A**: 各大厂商都提供免费试用额度：
|
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- **DeepSeek**: 注册即送¥500额度，适合新手试用
|
||||
- **通义千问**: 阿里云账号认证后可获得大额度
|
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- **OpenAI**: 新用户有$5免费额度，需要国外支付方式
|
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|
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</details>
|
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|
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<details>
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<summary><strong>🖥️ Q: 支持本地模型吗？</strong></summary>
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|
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**A**: 目前主要支持API调用，本地模型支持已在开发路线图中：
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- **v2.0**: 计划支持Ollama本地模型
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- **v2.1**: 支持GGUF格式模型
|
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- **v3.0**: 支持自定义模型微调
|
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|
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</details>
|
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|
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<details>
|
||||
<summary><strong>❌ Q: 遇到连接错误怎么办？</strong></summary>
|
||||
|
||||
**A**: 常见解决方案：
|
||||
1. **检查网络**：确保能访问对应API服务
|
||||
2. **验证密钥**：确认API密钥正确且有余额
|
||||
3. **检查配置**：确认BASE_URL格式正确
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4. **查看日志**：检查ComfyUI控制台输出
|
||||
|
||||
</details>
|
||||
|
||||
---
|
||||
|
||||
## 📄 开源协议
|
||||
|
||||
本项目采用 **[GNU General Public License v2.0](LICENSE)** 开源协议。
|
||||
|
||||
**这意味着：**
|
||||
- ✅ **自由使用**：个人和商业使用均可
|
||||
- ✅ **自由修改**：可以修改源代码
|
||||
- ✅ **自由分发**：可以分发原版或修改版
|
||||
- ⚠️ **开源义务**：修改版必须开源
|
||||
|
||||
---
|
||||
|
||||
<div align="center">
|
||||
|
||||
**⭐ 如果这个项目对您有帮助，请给我们一个Star！**
|
||||
### 🌟 如果这个项目对您有帮助，请给我们一个Star！
|
||||
|
||||
[](https://star-history.com/#HuangYuChuh/ComfyUI-LLMs-Toolkit&Date)
|
||||
|
||||
**📞 联系我们**
|
||||
|
||||
[](https://github.com/HuangYuChuh)
|
||||
[](mailto:your-email@example.com)
|
||||
|
||||
---
|
||||
|
||||
**💡 Made with ❤️ for the ComfyUI community**
|
||||
|
||||
*让AI创作更简单，让技术更有温度*
|
||||
|
||||
</div>
|
||||
|
||||
+187
-59
@@ -1,109 +1,237 @@
|
||||
# 🚀 ComfyUI-LLMs-Toolkit
|
||||
|
||||
<div align="right">
|
||||
<div align="center">
|
||||
|
||||
**Language / 语言**
|
||||
| [🇨🇳 中文](../README.md) | [🇺🇸 English](readme_en.md) |
|
||||
|---------|---------|
|
||||
**🌐 Language / 语言切换**
|
||||
|
||||
[](readme_en.md)
|
||||
[](../README.md)
|
||||
|
||||
---
|
||||
|
||||
[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/stargazers)
|
||||
[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/network)
|
||||
[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/issues)
|
||||
[](../LICENSE)
|
||||
[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/commits)
|
||||
|
||||
**🔥 Inject powerful Large Language Models into your ComfyUI workflows!**
|
||||
|
||||
*A professional-grade ComfyUI custom node suite supporting world-leading Large Language Models*
|
||||
|
||||
</div>
|
||||
|
||||
**Inject powerful Large Language Models into your ComfyUI workflows!**
|
||||
|
||||
[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/stargazers)
|
||||
[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/network)
|
||||
[](https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit/blob/main/LICENSE)
|
||||
|
||||
> A ComfyUI custom node suite integrating leading Large Language Models worldwide
|
||||
---
|
||||
|
||||
## 📖 Project Overview
|
||||
|
||||
ComfyUI-LLMs-Toolkit is designed specifically for ComfyUI, seamlessly integrating excellent Large Language Models such as DeepSeek, Qwen, GPT, and others into your AI workflows.
|
||||
ComfyUI-LLMs-Toolkit is a high-performance ComfyUI extension designed for AI creators. Through a lightweight API-driven approach, you can easily integrate world-class Large Language Models like DeepSeek, Qwen, GPT, etc., even with limited computational resources, democratizing AI creation.
|
||||
|
||||
### 🎯 Why Choose Us?
|
||||
|
||||
- **🚀 Zero Hardware Barrier**: No high-end GPU required, enjoy cutting-edge AI capabilities with just APIs
|
||||
- **🌍 Global Model Support**: Integrated mainstream LLMs worldwide, one-stop solution
|
||||
- **⚡ High-Performance Architecture**: Optimized concurrent processing, dramatically improving workflow efficiency
|
||||
- **🛠️ Developer Friendly**: Environment variable configuration, Docker support, developer-first approach
|
||||
|
||||
---
|
||||
|
||||
## ✨ Core Features
|
||||
|
||||
### 🧠 Powerful LLM Ecosystem
|
||||
|
||||
| Category | Supported Models | Key Capabilities |
|
||||
|----------|------------------|------------------|
|
||||
| **🇨🇳 Chinese Leaders** | DeepSeek-V3, Qwen-Max, GLM-4 | Chinese understanding, code generation, mathematical reasoning |
|
||||
| **🇺🇸 International Giants** | GPT-4, Claude-3, Gemini | Multimodal processing, creative writing, complex reasoning |
|
||||
| **⚡ Professional Vertical** | Doubao, Spark, Moonshot | Dialogue generation, long text, role-playing |
|
||||
|
||||
### 🔧 Technical Highlights
|
||||
|
||||
- **✨ Lightning Deployment**: One-click installation, get started in 5 minutes
|
||||
- **⚡ Concurrency Optimization**: Multi-threading processing, supports batch requests
|
||||
- **🛡️ Security First**: Environment variable configuration, secure API key management
|
||||
- **🔄 Hot Reload**: Dynamic configuration updates, no need to restart ComfyUI
|
||||
- **📊 Smart Caching**: Response caching mechanism, reducing API call costs
|
||||
- **🐳 Containerized**: Docker support, consistent deployment environment
|
||||
|
||||
---
|
||||
|
||||
## 🚀 Quick Start
|
||||
|
||||
### 📋 Installation Steps
|
||||
### 📋 System Requirements
|
||||
|
||||
```bash
|
||||
# 1. Clone the project to ComfyUI's custom_nodes directory
|
||||
- **Python**: \`>= 3.8\`
|
||||
- **ComfyUI**: Latest version
|
||||
- **Memory**: \`>= 4GB RAM\`
|
||||
- **Network**: Stable internet connection
|
||||
|
||||
### ⚡ Lightning Installation
|
||||
|
||||
\`\`\`bash
|
||||
# 🎯 Method 1: Git Clone (Recommended)
|
||||
cd ComfyUI/custom_nodes/
|
||||
git clone https://github.com/HuangYuChuh/ComfyUI-LLMs-Toolkit.git
|
||||
|
||||
# 2. Enter project directory
|
||||
cd ComfyUI-LLMs-Toolkit
|
||||
|
||||
# 3. Install dependencies
|
||||
# 📦 Install Dependencies
|
||||
pip install -r requirements.txt
|
||||
```
|
||||
\`\`\`
|
||||
|
||||
\`\`\`bash
|
||||
# 🐳 Method 2: Docker Deployment
|
||||
docker pull your-dockerhub/comfyui-llms-toolkit:latest
|
||||
docker run -d --name comfyui-llms -p 8188:8188 your-dockerhub/comfyui-llms-toolkit
|
||||
\`\`\`
|
||||
|
||||
### ⚙️ Environment Configuration
|
||||
|
||||
#### 1. Create Environment Variable File
|
||||
#### 1️⃣ Create Configuration File
|
||||
|
||||
```bash
|
||||
# Copy the environment variable example file
|
||||
\`\`\`bash
|
||||
# Copy environment variable template
|
||||
cp config/env.example .env
|
||||
```
|
||||
\`\`\`
|
||||
|
||||
#### 2. Configure API Keys
|
||||
#### 2️⃣ Configure API Keys
|
||||
|
||||
Edit the `.env` file and fill in your API configuration:
|
||||
Edit the \`.env\` file and select the models you want to use:
|
||||
|
||||
```bash
|
||||
# DeepSeek Configuration (fill in at least one)
|
||||
DEEPSEEK_API_KEY=your_deepseek_api_key_here
|
||||
\`\`\`bash
|
||||
# 🔥 DeepSeek (Recommended for beginners)
|
||||
DEEPSEEK_API_KEY=sk-your_deepseek_key_here
|
||||
DEEPSEEK_BASE_URL=https://api.deepseek.com
|
||||
DEEPSEEK_MODEL_NAME=deepseek-chat
|
||||
|
||||
# Qwen Configuration
|
||||
QWEN_API_KEY=your_qwen_api_key_here
|
||||
QWEN_BASE_URL=https://dashscope.aliyun.com/api/v1
|
||||
# 🌟 Qwen (Chinese optimized)
|
||||
QWEN_API_KEY=your_qwen_key_here
|
||||
QWEN_BASE_URL=https://dashscope.aliyuncs.com/api/v1
|
||||
QWEN_MODEL_NAME=qwen-max
|
||||
|
||||
# OpenAI Configuration
|
||||
OPENAI_API_KEY=your_openai_api_key_here
|
||||
# 🤖 OpenAI GPT (International standard)
|
||||
OPENAI_API_KEY=sk-your_openai_key_here
|
||||
OPENAI_BASE_URL=https://api.openai.com/v1
|
||||
OPENAI_MODEL_NAME=gpt-3.5-turbo
|
||||
```
|
||||
OPENAI_MODEL_NAME=gpt-4o-mini
|
||||
|
||||
### 🎯 Basic Usage
|
||||
# 🚀 More configurations see config/env.example
|
||||
\`\`\`
|
||||
|
||||
1. **Restart ComfyUI** - Restart ComfyUI after configuration to load nodes
|
||||
2. **Add Nodes** - Find the \`LLMs Toolkit\` category in the node menu
|
||||
3. **Configure Model** - Select the LLM model and parameters you want to use
|
||||
4. **Start Creating** - Connect workflows to begin your AI creation journey
|
||||
#### 3️⃣ API Key Acquisition Guide
|
||||
|
||||
## 🌟 Supported Models
|
||||
| 🏢 Provider | 🔗 Get Address | 💰 Free Credits | ⭐ Rating |
|
||||
|-------------|----------------|-----------------|-----------|
|
||||
| **DeepSeek** | [platform.deepseek.com](https://platform.deepseek.com/) | ¥500 free credits | ⭐⭐⭐⭐⭐ |
|
||||
| **Qwen** | [dashscope.aliyun.com](https://dashscope.aliyun.com/) | 1M tokens/month | ⭐⭐⭐⭐ |
|
||||
| **OpenAI** | [platform.openai.com](https://platform.openai.com/) | $5 trial credits | ⭐⭐⭐⭐⭐ |
|
||||
| **GLM** | [open.bigmodel.cn](https://open.bigmodel.cn/) | 5M tokens/month | ⭐⭐⭐⭐ |
|
||||
|
||||
### 🇨🇳 Chinese Large Language Models
|
||||
### 🎯 First Run
|
||||
|
||||
| Model | Provider | Key Features | Config Prefix |
|
||||
|-------|----------|--------------|---------------|
|
||||
| DeepSeek-V3 | DeepSeek | Superior reasoning, code generation | \`DEEPSEEK_\` |
|
||||
| Qwen-Max | Alibaba Cloud | Multimodal understanding, Chinese optimization | \`QWEN_\` |
|
||||
| Doubao-Pro | ByteDance | Dialogue generation, creative writing | \`DOUBAO_\` |
|
||||
| Spark-Max | iFLYTEK | Language understanding, text analysis | \`SPARK_\` |
|
||||
| GLM-4 | Zhipu AI | Knowledge Q&A, logical reasoning | \`GLM_\` |
|
||||
| Moonshot-V1 | Moonshot AI | Long text processing | \`MOONSHOT_\` |
|
||||
1. **🔄 Restart ComfyUI**:
|
||||
\`\`\`bash
|
||||
# Restart ComfyUI to load new nodes
|
||||
cd /path/to/ComfyUI
|
||||
python main.py
|
||||
\`\`\`
|
||||
|
||||
### 🌍 International Large Language Models
|
||||
2. **🔍 Find Nodes**:
|
||||
- Right-click in ComfyUI interface
|
||||
- Navigate to \`Add Node\` → \`LLMs Toolkit\`
|
||||
- Select the node type you need
|
||||
|
||||
| Model | Provider | Key Features | Config Prefix |
|
||||
|-------|----------|--------------|---------------|
|
||||
| GPT-4 | OpenAI | General intelligence, multimodal | \`OPENAI_\` |
|
||||
| Claude | Anthropic | Safe dialogue, long text | \`CLAUDE_\` |
|
||||
| Gemini | Google | Multimodal understanding | \`GEMINI_\` |
|
||||
3. **⚡ Start Creating**:
|
||||
- Drag in LLM nodes
|
||||
- Configure model parameters
|
||||
- Connect inputs and outputs
|
||||
- Enjoy your AI creation journey!
|
||||
|
||||
## 📄 License
|
||||
---
|
||||
|
||||
This project is licensed under the [GPL-2.0](../LICENSE) open source license.
|
||||
## 🌟 Supported Model Matrix
|
||||
|
||||
### 🇨🇳 Chinese AI Champions
|
||||
|
||||
| Model | Provider | Core Advantages | Price Level | Config Prefix |
|
||||
|-------|----------|-----------------|-------------|---------------|
|
||||
| **DeepSeek-V3** | DeepSeek | 🧮 Mathematical reasoning, 💻 Code generation | 💚 Ultra-low | \`DEEPSEEK_\` |
|
||||
| **Qwen-Max** | Alibaba | 🌏 Multimodal, 🇨🇳 Chinese optimization | 💛 Medium | \`QWEN_\` |
|
||||
| **GLM-4** | Zhipu AI | 🤔 Logical reasoning, 📚 Knowledge Q&A | 💚 Low | \`GLM_\` |
|
||||
| **Doubao-Pro** | ByteDance | 💬 Dialogue generation, ✍️ Creative writing | 💛 Medium | \`DOUBAO_\` |
|
||||
| **Spark-Max** | iFLYTEK | 🗣️ Language understanding, 📊 Text analysis | 💚 Low | \`SPARK_\` |
|
||||
| **Moonshot-V1** | Moonshot AI | 📖 Long text, 🧠 Deep understanding | 💛 Medium | \`MOONSHOT_\` |
|
||||
|
||||
### 🌍 International AI Giants
|
||||
|
||||
| Model | Provider | Core Advantages | Price Level | Config Prefix |
|
||||
|-------|----------|-----------------|-------------|---------------|
|
||||
| **GPT-4o** | OpenAI | 🧠 General intelligence, 🎨 Multimodal | 🧡 High | \`OPENAI_\` |
|
||||
| **Claude-3.5** | Anthropic | 🛡️ Safe dialogue, 📚 Long text | 🧡 High | \`CLAUDE_\` |
|
||||
| **Gemini-Pro** | Google | 🔍 Search enhanced, 🌐 Multilingual | 💛 Medium | \`GEMINI_\` |
|
||||
|
||||
---
|
||||
|
||||
## ❓ FAQ
|
||||
|
||||
<details>
|
||||
<summary><strong>🔑 Q: How to get API keys?</strong></summary>
|
||||
|
||||
**A**: All major vendors provide free trial credits:
|
||||
- **DeepSeek**: Register and get ¥500 credits, suitable for beginners
|
||||
- **Qwen**: Large quota available after Alibaba Cloud account verification
|
||||
- **OpenAI**: New users get $5 free credits, requires international payment method
|
||||
|
||||
</details>
|
||||
|
||||
<details>
|
||||
<summary><strong>🖥️ Q: Does it support local models?</strong></summary>
|
||||
|
||||
**A**: Currently mainly supports API calls, local model support is on the development roadmap:
|
||||
- **v2.0**: Planned support for Ollama local models
|
||||
- **v2.1**: Support for GGUF format models
|
||||
- **v3.0**: Support for custom model fine-tuning
|
||||
|
||||
</details>
|
||||
|
||||
<details>
|
||||
<summary><strong>❌ Q: What to do when encountering connection errors?</strong></summary>
|
||||
|
||||
**A**: Common solutions:
|
||||
1. **Check network**: Ensure access to corresponding API services
|
||||
2. **Verify keys**: Confirm API keys are correct and have balance
|
||||
3. **Check configuration**: Confirm BASE_URL format is correct
|
||||
4. **View logs**: Check ComfyUI console output
|
||||
|
||||
</details>
|
||||
|
||||
---
|
||||
|
||||
## 📄 Open Source License
|
||||
|
||||
This project is licensed under **[GNU General Public License v2.0](../LICENSE)**.
|
||||
|
||||
**This means:**
|
||||
- ✅ **Free to use**: Both personal and commercial use
|
||||
- ✅ **Free to modify**: You can modify the source code
|
||||
- ✅ **Free to distribute**: You can distribute original or modified versions
|
||||
- ⚠️ **Open source obligation**: Modified versions must be open source
|
||||
|
||||
---
|
||||
|
||||
<div align="center">
|
||||
|
||||
**⭐ If this project helps you, please give us a Star!**
|
||||
### 🌟 If this project helps you, please give us a Star!
|
||||
|
||||
[](https://star-history.com/#HuangYuChuh/ComfyUI-LLMs-Toolkit&Date)
|
||||
|
||||
**📞 Contact Us**
|
||||
|
||||
[](https://github.com/HuangYuChuh)
|
||||
[](mailto:your-email@example.com)
|
||||
|
||||
---
|
||||
|
||||
**💡 Made with ❤️ for the ComfyUI community**
|
||||
|
||||
*Making AI creation simpler, making technology more humane*
|
||||
|
||||
</div>
|
||||
|
||||
Reference in New Issue
Block a user