当前位置： 首页 > article >正文 the AI Workflow Types note at 2025 article 2025/3/28 10:54:15 1. Workflow Types Comparison 在这个Agent 元年，没有最好的， 合适自己场景的才是最好的。 rule-based -> AI Workflow(non-agentic)->AI Workflow (agentic) Agentic Workflow AI Workflow (non-agentic) Automated Workflow (rule-based, non-AI) Make a plan User query Execute actions with tools Reflect on results of actions Response Result ok? Agent Act on user query User query Response AI model Defined step 1 User query ... Defined step n Response 2. Tool Use Pattern UI Agentic workflow Tool Use User Query Response Results Generate response Web Search Search Vector Search Block Select Tools Use Tools 3. Planning Pattern UI Agentic workflow Planning YES NO User Query Response Make a Plan Plan Task 1 Task 2 Task 3 Execute Task Tools Results Is task complete? Generate response 4. Reflection Pattern UI Agentic workflow Reflection No User Query Response Final Response Tools Execute Task Results Generate response Reflect Response ok? Reflected Response 5. Agentic RAG Workflow Yes No Yes No User Query Information available in context? Formulate answer with info available Search Tools Determine user info needs with queries Re-run search & processing based on determined needs Information found? Generate response Response 查看全文 http://www.kler.cn/a/599916.html 相关文章： 【 ＜二＞ 丹方改良：Spring 时代的 JavaWeb】之 Spring MVC 的核心组件：DispatcherServlet 的工作原理 npm报错‘proxy‘ config is set properxy. See: ‘npm help config‘ 文档处理控件Aspose.Words 教程：.NET版中增强的 AI 文档摘要功能 Qt窗口控件之浮动窗口QDockWidget 信息系统运行管理员教程2--信息系统运维的组织与管理 claude-3-7-sonnet-20250219 支持深度思考，流式输出 docker重装环境失败，可能是缓存问题 【赵渝强老师】达梦数据库的物理存储结构 React组件复用 PTA 1097-矩阵行平移 『 C++ 』原生字符串：让字符串处理更轻松 LabVIEW液压振动锤控制系统 Pytest的参数化测试 23 种设计模式中的模板模式 穿越之程序员周树人的狂人日记Part3__人机共生纪元 淘宝API关键词接口详解（实战案例） Android 13组合键截屏功能的彻底移除实战 IDI_APPLICATION 与 IDC_ARROW资源存放在工程的哪个路径？ 基于简单神经网络的线性回归 F#语言的游戏优化
1. Workflow Types Comparison 在这个Agent 元年，没有最好的， 合适自己场景的才是最好的。 rule-based -> AI Workflow(non-agentic)->AI Workflow (agentic) Agentic Workflow AI Workflow (non-agentic) Automated Workflow (rule-based, non-AI) Make a plan User query Execute actions with tools Reflect on results of actions Response Result ok? Agent Act on user query User query Response AI model Defined step 1 User query ... Defined step n Response 2. Tool Use Pattern UI Agentic workflow Tool Use User Query Response Results Generate response Web Search Search Vector Search Block Select Tools Use Tools 3. Planning Pattern UI Agentic workflow Planning YES NO User Query Response Make a Plan Plan Task 1 Task 2 Task 3 Execute Task Tools Results Is task complete? Generate response 4. Reflection Pattern UI Agentic workflow Reflection No User Query Response Final Response Tools Execute Task Results Generate response Reflect Response ok? Reflected Response 5. Agentic RAG Workflow Yes No Yes No User Query Information available in context? Formulate answer with info available Search Tools Determine user info needs with queries Re-run search & processing based on determined needs Information found? Generate response Response 查看全文 http://www.kler.cn/a/599916.html 相关文章： 【 ＜二＞ 丹方改良：Spring 时代的 JavaWeb】之 Spring MVC 的核心组件：DispatcherServlet 的工作原理 npm报错‘proxy‘ config is set properxy. See: ‘npm help config‘ 文档处理控件Aspose.Words 教程：.NET版中增强的 AI 文档摘要功能 Qt窗口控件之浮动窗口QDockWidget 信息系统运行管理员教程2--信息系统运维的组织与管理 claude-3-7-sonnet-20250219 支持深度思考，流式输出 docker重装环境失败，可能是缓存问题 【赵渝强老师】达梦数据库的物理存储结构 React组件复用 PTA 1097-矩阵行平移 『 C++ 』原生字符串：让字符串处理更轻松 LabVIEW液压振动锤控制系统 Pytest的参数化测试 23 种设计模式中的模板模式 穿越之程序员周树人的狂人日记Part3__人机共生纪元 淘宝API关键词接口详解（实战案例） Android 13组合键截屏功能的彻底移除实战 IDI_APPLICATION 与 IDC_ARROW资源存放在工程的哪个路径？ 基于简单神经网络的线性回归 F#语言的游戏优化
