经 AI Skill Hub 精选评估，智能工作流 获评「强烈推荐」。这款Agent工作流在功能完整性、社区活跃度和易用性方面表现出色，AI 评分 8.0 分，适合有一定技术背景的用户使用。
智能工作流 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排，将复杂的多步骤任务拆解为清晰的自动化流程，实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成，适合构建数据处理管线、业务自动化和 AI 辅助决策系统。
智能工作流 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排，将复杂的多步骤任务拆解为清晰的自动化流程，实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成，适合构建数据处理管线、业务自动化和 AI 辅助决策系统。
# 方式一：pip 安装（推荐）
pip install smartrag
# 方式二：虚拟环境安装（推荐生产环境）
python -m venv .venv
source .venv/bin/activate # Windows: .venv\Scripts\activate
pip install smartrag
# 方式三：从源码安装（获取最新功能）
git clone https://github.com/arsalanafzal010/SmartRAG
cd SmartRAG
pip install -e .
# 验证安装
python -c "import smartrag; print('安装成功')"
# 命令行使用
smartrag --help
# 基本用法
smartrag input_file -o output_file
# Python 代码中调用
import smartrag
# 示例
result = smartrag.process("input")
print(result)
# smartrag 配置文件示例（config.yml） app: name: "smartrag" debug: false log_level: "INFO" # 运行时指定配置文件 smartrag --config config.yml # 或通过环境变量配置 export SMARTRAG_API_KEY="your-key" export SMARTRAG_OUTPUT_DIR="./output"
SmartRAG provides a range of powerful features designed to enhance your experience:
Before you download SmartRAG, ensure your system meets the following requirements:
Welcome to SmartRAG! This application allows you to have informative conversations with your documents, images, and audio. You can upload PDFs, Word files, and recordings to receive accurate answers, all processed right on your device. Enjoy privacy and control without needing external services.
1. Visit the Releases Page Go to the SmartRAG Releases page. Here, you will find the latest version of SmartRAG available for download.
2. Choose Your Version On the Releases page, look for the most recent version. Each version will have a link to download the application files. Choose the version that matches your computer's operating system: Windows, macOS, or Linux.
3. Download the File Click on the download link for your chosen operating system. The file will start downloading automatically. It usually takes a few moments depending on your internet speed.
4. Locate the Downloaded File Once the download is complete, navigate to your computer's Downloads folder or the location where your browser saves downloaded files.
5. Install SmartRAG - For Windows: Double-click the downloaded .exe file. Follow the on-screen instructions to complete the installation. - For macOS: Open the downloaded .dmg file and drag the SmartRAG icon into your Applications folder. - For Linux: Extract the downloaded archive and follow the provided setup instructions in the directory.
6. Launch the Application After installation, find SmartRAG in your applications. Click to open it and start interacting with your documents, images, and audio.
After successfully launching SmartRAG, follow these steps to start using it:
1. Upload a File - Click the ‘Upload’ button. - Select a PDF, Word file, or audio recording from your computer.
2. Ask Your Question - Once your file is uploaded, type your question in the chat window. - SmartRAG will analyze the content and provide a response based on the information provided in the uploaded file.
3. Explore Further - You can ask multiple questions about the same file. - Upload different types of files to see how SmartRAG handles various formats.
4. Access Previous Questions - If you wish to refer back to earlier exchanges, scroll through the chat history available on the screen.
If you encounter issues while downloading or using SmartRAG, consider the following tips:
高质量的自动化工作流项目
AI Skill Hub 为第三方内容聚合平台，本页面信息基于公开数据整理，不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后，再部署至生产环境，并做好必要的安全评估。
✅ MIT 协议 — 最宽松的开源协议之一，可自由商用、修改、分发，仅需保留版权声明。
AI Skill Hub 点评：智能工作流 的核心功能完整，质量优秀。对于自动化工程师和运维人员来说，这是一个值得纳入个人工具库的选择。建议先在非生产环境试用，再逐步推广。
| 原始名称 | SmartRAG |
| Topics | autogenautomationclidocument-processing |
| GitHub | https://github.com/arsalanafzal010/SmartRAG |
| License | MIT |
| 语言 | Python |
收录时间：2026-06-01 · 更新时间：2026-06-01 · License：MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。
选择 Agent 类型，复制安装指令后粘贴到对应客户端