{"id":83261,"date":"2026-07-25T19:16:30","date_gmt":"2026-07-25T11:16:30","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/83261.html"},"modified":"2026-07-25T19:16:30","modified_gmt":"2026-07-25T11:16:30","slug":"workflow-%e8%bf%98%e6%98%af-agent%ef%bc%9f%e5%b8%ae%e4%bd%a0%e4%b8%80%e6%ac%a1%e6%80%a7%e6%90%9e%e6%b8%85%e6%a5%9a%e8%bf%99%e4%bf%a9%e5%88%b0%e5%ba%95%e6%9c%89%e5%95%a5%e4%b8%8d%e4%b8%80%e6%a0%b7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/83261.html","title":{"rendered":"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837"},"content":{"rendered":"

\u522b\u518d\u8bf4"Workflow \u548c Agent \u5dee\u4e0d\u591a"\u4e86，\u4eca\u5929\u6211\u4eec\u7528\u4ee3\u7801\u548c\u573a\u666f\u628a\u5b83\u4eec\u63b0\u5f00\u63c9\u788e\u8bb2\u6e05\u695a\u3002<\/p>\n

\u5f15\u5b50：\u4e00\u4e2a\u8ba9\u4eba\u5934\u5927\u7684\u95ee\u9898<\/h3>\n

\u524d\u4e24\u5929\u6709\u4e2a\u8bfb\u8005\u95ee\u6211："\u6211\u7528 LangChain \u5199\u4e86\u4e2a\u94fe\u5f0f\u8c03\u7528，\u8fd9\u7b97\u662f Workflow \u8fd8\u662f Agent？"<\/p>\n

\u8fd9\u4e2a\u95ee\u9898\u95ee\u5f97\u7279\u522b\u597d，\u56e0\u4e3a\u5f88\u591a\u4eba\u5634\u4e0a\u8bf4\u7740 Workflow \u548c Agent，\u5fc3\u91cc\u60f3\u7684\u5374\u662f '\u53cd\u6b63\u90fd\u662f AI \u5728\u5e72\u6d3b'\u00a0\u3002<\/p>\n

\u770b\u5b8c\u4ed6\u7684\u4ee3\u7801，\u6211\u53d1\u73b0\u4ed6\u5199\u7684\u662f\u8fd9\u6837\u7684\u4e1c\u897f：<\/p>\n

import { PromptTemplate } from "@langchain\/core\/prompts";
\nimport { ChatOpenAI } from "@langchain\/openai";
\nimport { StringOutputParser } from "@langchain\/core\/output_parsers";<\/p>\n

\/\/ \u8fd9\u5176\u5b9e\u5c31\u662f\u4e00\u4e2a\u5178\u578b\u7684 Workflow
\nconst creativeChain = storyPrompt
\n .pipe(creativeModel)
\n .pipe(outputParser);<\/p>\n

const result = await creativeChain.invoke("\u606d\u559c\u62ff\u4e0boffer");<\/p>\n

\u8fd9\u6bb5\u4ee3\u7801\u786e\u5b9e\u50cf\u4e00\u6761\u6d41\u6c34\u7ebf：\u8f93\u5165\u8fdb\u53bb，\u7ecf\u8fc7\u4e00\u7cfb\u5217\u5904\u7406，\u8f93\u51fa\u7ed3\u679c\u3002\u4f46\u8fd9\u662f Agent \u5417？\u663e\u7136\u4e0d\u662f\u3002<\/p>\n

\u90a3 Workflow \u548c Agent \u5230\u5e95\u6709\u4ec0\u4e48\u533a\u522b？\u4eca\u5929\u6211\u4eec\u5c31\u6765\u5f7b\u5e95\u8bb2\u6e05\u695a\u8fd9\u4ef6\u4e8b\u3002<\/p>\n

\u7b2c\u4e00\u90e8\u5206：Workflow，AI\u4e16\u754c\u7684"\u6d41\u6c34\u7ebf\u5de5\u4eba"<\/h3>\n

\u4ec0\u4e48\u662f Workflow？<\/h4>\n

Workflow \u672c\u8d28\u4e0a\u662f\u4e00\u5957\u9884\u5b9a\u4e49\u7684\u6d41\u7a0b，\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u4e00\u6761\u6807\u51c6\u5316\u7684\u6d41\u6c34\u7ebf\u3002<\/p>\n

\u6bcf\u4e00\u6b65\u505a\u4ec0\u4e48\u3001\u8f93\u5165\u8f93\u51fa\u662f\u4ec0\u4e48\u3001\u8d70\u5230\u54ea\u4e00\u6b65\u8be5\u5e72\u4ec0\u4e48，\u90fd\u662f\u63d0\u524d\u753b\u597d\u7684\u3002\u5f53\u6761\u4ef6\u6ee1\u8db3，\u5c31\u81ea\u52a8\u8fdb\u5165\u4e0b\u4e00\u73af\u8282\u3002<\/p>\n

\u5728\u6280\u672f\u5c42\u9762，\u5b83\u901a\u5e38\u662f\u4e00\u4e2a\u7f16\u6392\u597d\u7684 AI \u5de5\u4f5c\u6d41\u5f15\u64ce\u2014\u2014\u7531 AI \u8c03\u7528\u3001\u6761\u4ef6\u5224\u65ad\u3001\u5faa\u73af\u903b\u8f91\u7ec4\u6210\u7684\u4e00\u4e2a\u6709\u5411\u56fe\u3002<\/p>\n

\u6211\u7528 Coze \u6784\u5efa\u8fc7\u4e00\u4e2a"AI \u7167\u76f8\u9986"\u5de5\u4f5c\u6d41，\u6d41\u7a0b\u5927\u6982\u662f\u8fd9\u6837\u7684：<\/p>\n

\u7528\u6237\u4e0a\u4f20\u7167\u7247 \u2192 \u4eba\u8138\u68c0\u6d4b \u2192 \u98ce\u683c\u9009\u62e9 \u2192 AI \u751f\u6210 \u2192 \u8f93\u51fa\u7ed3\u679c<\/p>\n

\u6bcf\u4e2a\u8282\u70b9\u90fd\u662f\u56fa\u5b9a\u7684：\u8f93\u5165\u662f\u7167\u7247，\u8f93\u51fa\u662f\u5904\u7406\u540e\u7684\u56fe\u7247\u3002\u4e2d\u95f4\u6ca1\u6709\u4efb\u4f55"\u81ea\u7531\u53d1\u6325"\u7684\u7a7a\u95f4\u2014\u2014\u8fd9\u5c31\u53eb\u786e\u5b9a\u6027\u6267\u884c\u3002<\/p>\n

LangChain \u5982\u4f55\u6784\u5efa Workflow？<\/h4>\n

LangChain \u7684\u00a0LCEL（LangChain Expression Language）\u00a0\u00a0\u662f\u6784\u5efa Workflow \u7684\u5229\u5668，\u5728 JavaScript \u4e2d\u901a\u8fc7\u00a0.pipe()\u00a0\u65b9\u6cd5\u4e32\u8054\u5404\u4e2a\u7ec4\u4ef6：<\/p>\n

import { ChatOpenAI } from "@langchain\/openai";
\nimport { ChatPromptTemplate } from "@langchain\/core\/prompts";
\nimport { StructuredOutputParser } from "@langchain\/core\/output_parsers";
\nimport { z } from "zod";<\/p>\n

\/\/ \u5b9a\u4e49\u8f93\u51fa\u7ed3\u6784
\nconst resumeSchema = z.object({
\n name: z.string(),
\n skills: z.array(z.string()),
\n yearsOfExperience: z.number(),
\n education: z.string(),
\n});<\/p>\n

\/\/ \u5b9a\u4e49\u4e00\u4e2a\u7b80\u5386\u89e3\u6790\u7684 Workflow
\nconst model = new ChatOpenAI({ model: "gpt-4" });<\/p>\n

const prompt = ChatPromptTemplate.fromTemplate(`
\n\u63d0\u53d6\u4ee5\u4e0b\u7b80\u5386\u4e2d\u7684\u5173\u952e\u4fe1\u606f：
\n{resume_text}<\/p>\n

\u8f93\u51fa\u683c\u5f0f：\u59d3\u540d\u3001\u6280\u80fd\u5217\u8868\u3001\u5de5\u4f5c\u7ecf\u5386\u5e74\u9650\u3001\u6559\u80b2\u80cc\u666f
\n`);<\/p>\n

const parser = StructuredOutputParser.fromZodSchema(resumeSchema);<\/p>\n

\/\/ \u8fd9\u6761\u94fe\u5c31\u662f\u4e00\u6761\u6807\u51c6\u7684 Workflow \u6d41\u6c34\u7ebf
\nconst resumeWorkflow = prompt.pipe(model).pipe(parser);<\/p>\n

\/\/ \u6267\u884c
\nconst result = await resumeWorkflow.invoke({ resume_text: resumeContent });<\/p>\n

\u770b\u5230\u6ca1？\u00a0.pipe()\u00a0\u5c31\u50cf\u5de5\u5382\u91cc\u7684\u4f20\u9001\u5e26，\u628a\u6570\u636e\u4ece\u4e00\u4e2a\u8282\u70b9\u4f20\u5230\u4e0b\u4e00\u4e2a\u8282\u70b9，\u76f4\u5230\u4ea7\u51fa\u6700\u7ec8\u7ed3\u679c\u3002<\/p>\n

\u4ec0\u4e48\u65f6\u5019\u8be5\u7528 Workflow？<\/h4>\n

\u4e3e\u4e00\u4e2a\u771f\u5b9e\u7684\u62db\u8058\u573a\u666f\u3002\u5047\u8bbe\u4f60\u8981\u7528 AI \u5904\u7406 1000 \u4efd\u7b80\u5386，\u6d41\u7a0b\u56fa\u5b9a：<\/p>\n

  • \u89e3\u6790 PDF \u6587\u6863<\/li>\n
  • \u63d0\u53d6\u6280\u80fd\u3001\u5de5\u4f5c\u7ecf\u5386\u3001\u6559\u80b2\u80cc\u666f<\/li>\n
  • \u5339\u914d\u5c97\u4f4d\u9700\u6c42（RAG \u68c0\u7d22）<\/li>\n
  • \u7efc\u5408\u6253\u5206\u6392\u5e8f<\/li>\n
  • \u8f93\u51fa Top 10 \u5019\u9009\u540d\u5355<\/li>\n

    \u8fd9\u4e2a\u573a\u666f\u91cc，\u6bcf\u4e00\u6b65\u90fd\u662f\u660e\u786e\u7684\u3001\u53ef\u9884\u671f\u7684\u3001\u4e0d\u9700\u8981\u4e34\u65f6\u51b3\u7b56\u7684\u3002\u7528 Workflow \u518d\u5408\u9002\u4e0d\u8fc7\u3002<\/p>\n

    Workflow \u7684\u6838\u5fc3\u4ef7\u503c：\u7a33\u5b9a\u3001\u53ef\u63a7\u3001\u9ad8\u6548\u3002\u00a0\u00a0\u5c31\u50cf\u4e00\u4e2a\u719f\u7ec3\u7684\u6d41\u6c34\u7ebf\u5de5\u4eba，\u6bcf\u5929\u91cd\u590d\u505a\u540c\u6837\u7684\u4e8b，\u4f46\u6c38\u8fdc\u4e0d\u4f1a\u51fa\u9519\u3002<\/p>\n

    \u7b2c\u4e8c\u90e8\u5206：Agent，AI\u4e16\u754c\u7684"\u81ea\u7531\u63a2\u7d22\u8005"<\/h3>\n

    Agent \u7684\u903b\u8f91\u5b8c\u5168\u4e0d\u540c<\/h4>\n

    \u5982\u679c\u8bf4 Workflow \u662f\u8d70\u5728\u65e2\u5b9a\u8f68\u9053\u4e0a\u7684\u5217\u8f66，\u90a3\u00a0Agent \u5c31\u662f\u4e00\u4e2a\u7ad9\u5728\u5f00\u653e\u7a7a\u95f4\u91cc\u7684\u63a2\u9669\u5bb6\u2014\u2014\u5b83\u81ea\u5df1\u53bb\u7422\u78e8\u8be5\u600e\u4e48\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n

    \u4e00\u4e2a\u5b8c\u6574\u7684 Agent \u901a\u5e38\u5177\u5907\u4e09\u4e2a\u6838\u5fc3\u80fd\u529b：<\/p>\n

    1. \u611f\u77e5\u73af\u5883<\/p>\n

    \u901a\u8fc7\u8f93\u5165\u6587\u672c\u3001\u56fe\u50cf\u3001\u6570\u636e\u6765\u7406\u89e3\u4efb\u52a1\u662f\u4ec0\u4e48，\u4ee5\u53ca\u5f53\u524d\u6709\u54ea\u4e9b\u5de5\u5177\u53ef\u4ee5\u8c03\u7528\u3002<\/p>\n

    2. \u89c4\u5212\u8def\u5f84<\/p>\n

    \u4e0d\u662f\u9884\u5148\u5b9a\u4e49\u597d\u7684\u8def\u7ebf，\u800c\u662f\u52a8\u6001\u751f\u6210\u4efb\u52a1\u94fe\u3002\u5b83\u4f1a\u601d\u8003："\u8981\u505a\u8fd9\u4ef6\u4e8b，\u6211\u7b2c\u4e00\u6b65\u8be5\u5e72\u4ec0\u4e48？\u5982\u679c\u5931\u8d25\u4e86\u600e\u4e48\u529e？"<\/p>\n

    3. \u6267\u884c\u4e0e\u8c03\u6574<\/p>\n

    \u8c03\u7528\u5de5\u5177\u5b8c\u6210\u5b50\u4efb\u52a1，\u7136\u540e\u6839\u636e\u6267\u884c\u7ed3\u679c\u4e0d\u65ad\u8c03\u6574\u7b56\u7565\u3002<\/p>\n

    \u5199\u4e00\u4e2a\u771f\u6b63\u7684 Agent<\/h4>\n

    \u7528 LangGraph \u7684\u00a0createReactAgent\u00a0\u5b9e\u73b0\u4e00\u4e2a\u6700\u7b80\u5355\u7684 ReAct Agent：<\/p>\n

    import { createReactAgent } from "@langchain\/langgraph\/prebuilt";
    \nimport { DynamicTool } from "@langchain\/core\/tools";
    \nimport { ChatOpenAI } from "@langchain\/openai";<\/p>\n

    \/\/ \u5b9a\u4e49\u5de5\u5177
    \nconst searchWeather = new DynamicTool({
    \n name: "search_weather",
    \n description: "\u67e5\u8be2\u57ce\u5e02\u5929\u6c14",
    \n func: async (city) => `${city}\u4eca\u5929\u6674\u5929，\u6e29\u5ea625\u00b0C`,
    \n});<\/p>\n

    const searchFlight = new DynamicTool({
    \n name: "search_flight",
    \n description: "\u67e5\u8be2\u822a\u73ed\u4fe1\u606f",
    \n func: async ({ departure, destination }) =>
    \n `\u4ece${departure}\u5230${destination}\u7684\u822a\u73ed，\u6700\u4f4e\u7968\u4ef7800\u5143`,
    \n});<\/p>\n

    const tools = [searchWeather, searchFlight];
    \nconst model = new ChatOpenAI({ model: "gpt-4" });<\/p>\n

    \/\/ \u521b\u5efa Agent
    \nconst agent = createReactAgent({ llm: model, tools });<\/p>\n

    \/\/ Agent \u4f1a\u81ea\u52a8\u51b3\u5b9a\u8c03\u7528\u54ea\u4e2a\u5de5\u5177\u3001\u4ec0\u4e48\u987a\u5e8f\u8c03\u7528
    \nconst result = await agent.invoke({
    \n messages: [{ role: "user", content: "\u6211\u60f3\u4e0b\u5468\u53bb\u4e09\u4e9a\u73a9，\u5e2e\u6211\u89c4\u5212\u4e00\u4e0b" }],
    \n});<\/p>\n

    \/\/ Agent \u53ef\u80fd\u5148\u67e5\u5929\u6c14，\u518d\u67e5\u822a\u73ed，\u751a\u81f3\u53ef\u80fd\u53bb\u67e5\u9152\u5e97
    \n\/\/ \u5177\u4f53\u8def\u5f84\u5b8c\u5168\u7531\u5b83\u81ea\u5df1\u51b3\u5b9a<\/p>\n

    \u4f60\u770b，\u6211\u6ca1\u6709\u544a\u8bc9 Agent "\u5148\u67e5\u5929\u6c14\u518d\u67e5\u822a\u73ed"，\u5b83\u81ea\u5df1\u4f1a\u5224\u65ad\u8be5\u600e\u4e48\u505a\u3002<\/p>\n

    Agent \u7684\u5178\u578b\u573a\u666f<\/h4>\n

    \u8ba9 Agent \u53bb\u89c4\u5212\u4e00\u6b21\u65c5\u884c：<\/p>\n

  • \u5b83\u53ef\u80fd\u5148\u53bb\u67e5\u76ee\u7684\u5730\u5929\u6c14<\/li>\n
  • \u53d1\u73b0\u662f\u96e8\u5b63，\u4e8e\u662f\u8c03\u6574\u65b9\u6848\u63a8\u8350\u5ba4\u5185\u666f\u70b9<\/li>\n
  • \u540c\u65f6\u641c\u7d22\u673a\u7968\u548c\u9152\u5e97\u4ef7\u683c<\/li>\n
  • \u7ed3\u5408\u4f60\u7684\u9884\u7b97\u52a8\u6001\u6743\u8861\u65b9\u6848<\/li>\n
  • \u6700\u7ec8\u7ed9\u51fa\u4e00\u4e2a\u5b8c\u5168\u51fa\u4e4e\u4f60\u610f\u6599\u4f46\u5f88\u5408\u7406\u7684\u884c\u7a0b<\/li>\n

    \u8fd9\u4e2a\u8fc7\u7a0b\u4e2d，Agent \u8d70\u7684\u6bcf\u4e00\u6b65\u90fd\u662f\u52a8\u6001\u51b3\u7b56\u7684，\u800c\u4e0d\u662f\u63d0\u524d\u5199\u6b7b\u7684\u3002<\/p>\n

    \u7b2c\u4e09\u90e8\u5206：\u672c\u8d28\u533a\u522b（\u4e00\u5f20\u8868\u8bb2\u6e05\u695a）<\/h3>\n\n\u7ef4\u5ea6WorkflowAgent<\/tr>\n\n\n\n\n\n\n\n
    \u8def\u5f84<\/td>\n\u9884\u5b9a\u4e49，\u56fa\u5b9a<\/td>\n\u52a8\u6001\u751f\u6210，\u4e0d\u786e\u5b9a<\/td>\n<\/tr>\n
    \u51b3\u7b56\u65b9\u5f0f<\/td>\n\u89c4\u5219\u9a71\u52a8<\/td>\n\u5927\u6a21\u578b\u63a8\u7406\u9a71\u52a8<\/td>\n<\/tr>\n
    \u5de5\u5177\u8c03\u7528<\/td>\n\u6309\u9884\u8bbe\u987a\u5e8f<\/td>\n\u81ea\u4e3b\u51b3\u5b9a\u8c03\u4ec0\u4e48\u3001\u4f55\u65f6\u8c03<\/td>\n<\/tr>\n
    \u9002\u5e94\u6027<\/td>\n\u4e0d\u4f1a\u53d8\u901a<\/td>\n\u6839\u636e\u73af\u5883\u53cd\u9988\u8c03\u6574<\/td>\n<\/tr>\n
    \u53ef\u9884\u6d4b\u6027<\/td>\n\u9ad8<\/td>\n\u4f4e<\/td>\n<\/tr>\n
    \u9002\u7528\u573a\u666f<\/td>\n\u91cd\u590d\u6027\u3001\u6d41\u7a0b\u5316\u4efb\u52a1<\/td>\n\u590d\u6742\u3001\u52a8\u6001\u3001\u63a2\u7d22\u6027\u4efb\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u7528\u4e00\u53e5\u5927\u767d\u8bdd\u603b\u7ed3：<\/p>\n

    Workflow \u50cf\u9ad8\u901f\u516c\u8def，\u8def\u7ebf\u6e05\u6670\u56fa\u5b9a，\u6548\u7387\u6781\u9ad8，\u4f46\u53ea\u80fd\u5230\u8fbe\u9884\u8bbe\u7684\u7ec8\u70b9\u3002Agent \u50cf\u8001\u53f8\u673a，\u77e5\u9053\u76ee\u7684\u5730\u4f46\u53ef\u4ee5\u968f\u65f6\u6539\u9053\u3001\u7ed5\u8def\u3001\u751a\u81f3\u6362\u7ec8\u70b9\u2014\u2014\u56e0\u4e3a\u5b83\u80fd\u611f\u77e5\u5b9e\u65f6\u8def\u51b5\u3002<\/p>\n

    \u6216\u8005\u7528\u66f4\u5f62\u8c61\u7684\u6bd4\u55bb：<\/p>\n

    Workflow \u662f\u9aa8\u67b6，Agent \u662f\u5927\u8111\u3002\u9aa8\u67b6\u63d0\u4f9b\u7a33\u5b9a\u6027，\u5927\u8111\u63d0\u4f9b\u7075\u6d3b\u6027\u3002\u4e00\u4e2a\u53ea\u4f1a\u6267\u884c，\u4e00\u4e2a\u4f1a\u601d\u8003\u3002<\/p>\n

    \u7b2c\u56db\u90e8\u5206：\u5b9e\u6218\u2014\u2014\u600e\u4e48\u9009？<\/h3>\n

    \u573a\u666f\u4e00：\u5ba2\u670d\u95ee\u7b54\u673a\u5668\u4eba<\/h4>\n

    \u5982\u679c\u7528\u6237\u95ee\u7684\u90fd\u662f"\u600e\u4e48\u9000\u6b3e""\u7269\u6d41\u5230\u54ea\u4e86"\u8fd9\u7c7b\u56fa\u5b9a\u95ee\u9898：<\/p>\n

    javascript<\/p>\n

    \/\/ \u2705 \u7528 Workflow
    \n\/\/ \u610f\u56fe\u8bc6\u522b \u2192 FAQ \u68c0\u7d22 \u2192 \u6a21\u677f\u56de\u590d
    \n\/\/ \u7b80\u5355\u3001\u5feb\u901f\u3001\u6210\u672c\u4f4e<\/p>\n

    \u5982\u679c\u7528\u6237\u95ee\u7684\u662f"\u6211\u8be5\u600e\u4e48\u5904\u7406\u8fd9\u4e2a\u590d\u6742\u7ea0\u7eb7"：<\/p>\n

    \/\/ \u2705 \u7528 Agent
    \n\/\/ \u67e5\u8be2\u8ba2\u5355 \u2192 \u67e5\u770b\u804a\u5929\u8bb0\u5f55 \u2192 \u8c03\u53d6\u7269\u6d41\u4fe1\u606f \u2192 \u7efc\u5408\u5224\u65ad
    \n\/\/ \u9700\u8981\u591a\u6b65\u63a8\u7406\u548c\u5de5\u5177\u8c03\u7528<\/p>\n

    \u573a\u666f\u4e8c：\u4ee3\u7801\u5ba1\u67e5<\/h4>\n

    \/\/ \u56e2\u961f\u89c4\u8303\u68c0\u67e5\u3001\u683c\u5f0f\u5316 \u2192 Workflow
    \n\/\/ \u53d1\u73b0\u6f5c\u5728\u7684\u903b\u8f91\u6f0f\u6d1e\u3001\u63d0\u51fa\u91cd\u6784\u5efa\u8bae \u2192 Agent<\/p>\n

    \u51b3\u7b56\u4e09\u8981\u7d20<\/h4>\n

    \u6211\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\u603b\u7ed3\u4e86\u4e00\u4e2a\u51b3\u7b56\u6846\u67b6：<\/p>\n

  • \u786e\u5b9a\u6027 vs \u5f00\u653e\u6027：\u7ed3\u679c\u662f\u56fa\u5b9a\u7684\u7528 Workflow，\u7ed3\u679c\u5f00\u653e\u7684\u7528 Agent<\/li>\n
  • \u6210\u672c\u4e0e\u5408\u89c4：Workflow \u6210\u672c\u53ef\u63a7\u3001\u884c\u4e3a\u53ef\u5ba1\u8ba1；Agent \u53ef\u80fd"\u8111\u6d1e\u5927\u5f00"<\/li>\n
  • \u804c\u8d23\u8303\u56f4：\u5355\u4e00\u804c\u8d23\u7528 Workflow，\u8de8\u9886\u57df\u534f\u4f5c\u7528 Agent<\/li>\n

    \u4e00\u4e2a\u53cd\u76f4\u89c9\u7684\u7ed3\u8bba：\u80fd\u7528 Workflow \u89e3\u51b3\u7684，\u4f18\u5148\u7528 Workflow\u3002Agent \u867d\u5f3a，\u4f46\u8d35\u4e14\u4e0d\u53ef\u63a7\u3002<\/p>\n

    \u7b2c\u4e94\u90e8\u5206：\u672a\u6765\u8d8b\u52bf\u2014\u2014\u4e24\u8005\u878d\u5408<\/h3>\n

    \u6211\u4eec\u73b0\u5728\u505a\u7684 AI \u5de5\u7a0b，\u65e9\u5c31\u4e0d\u662f"\u4e8c\u9009\u4e00"\u4e86，\u800c\u662f\u878d\u5408\u3002<\/p>\n

    \u4e00\u4e2a\u6210\u719f\u7684 AI \u5e94\u7528\u901a\u5e38\u957f\u8fd9\u6837：<\/p>\n

    \u5e95\u5c42 Workflow：\u63d0\u4f9b\u7a33\u5b9a\u6027\u548c\u53ef\u63a7\u6027
    \n \u2193
    \n\u4e2d\u95f4\u5c42：\u8def\u7531\u548c\u7f16\u6392
    \n \u2193
    \n\u4e0a\u5c42 Agent：\u63d0\u4f9b\u7075\u6d3b\u6027\u548c\u667a\u80fd\u6027<\/p>\n

    \u5c31\u50cf\u6211\u6700\u8fd1\u5728\u505a\u7684\u9879\u76ee：<\/p>\n

    \/\/ \u4f2a\u4ee3\u7801\u793a\u610f
    \nconst mainAgent = createPlannerAgent(); \/\/ \u603b\u63a7 Agent<\/p>\n

    \/\/ Agent \u51b3\u7b56\u540e，\u8c03\u7528\u5404\u4e2a Workflow \u6267\u884c\u5177\u4f53\u4efb\u52a1
    \nif (task.type === "resume_screening") {
    \n await resumeWorkflow.invoke(task.data); \/\/ \u7a33\u5b9a\u7684\u7b80\u5386\u7b5b\u9009\u6d41\u7a0b
    \n} else if (task.type === "interview_scheduling") {
    \n await scheduleWorkflow.invoke(task.data); \/\/ \u7a33\u5b9a\u7684\u6392\u671f\u6d41\u7a0b
    \n} else if (task.type === "complex_negotiation") {
    \n await negotiationAgent.invoke(task.data); \/\/ \u9700\u8981\u667a\u80fd\u51b3\u7b56\u7684\u90e8\u5206
    \n}<\/p>\n

    \u5e95\u5c42 Workflow \u505a\u786e\u5b9a\u6027\u7684\u4e8b（\u9aa8\u67b6），\u4e0a\u5c42 Agent \u505a\u63a2\u7d22\u6027\u7684\u4e8b（\u5927\u8111）\u3002\u4e24\u8005\u7ed3\u5408，\u65e2\u9ad8\u6548\u53c8\u6709\u667a\u6167\u3002<\/p>\n

    \u53e6\u5916\u63d0\u4e00\u53e5，MCP（\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae）\u7684\u51fa\u73b0\u6b63\u5728\u8fdb\u4e00\u6b65\u6a21\u7cca\u4e24\u8005\u7684\u8fb9\u754c\u2014\u2014\u5de5\u5177\u5373\u8282\u70b9，\u6a21\u578b\u5373\u8def\u7531，\u672a\u6765\u7684 AI \u5de5\u7a0b\u5f62\u6001\u4f1a\u66f4\u52a0\u7075\u6d3b\u3002\u8fd9\u4e2a\u8bdd\u9898\u6211\u4eec\u4e0b\u6b21\u4e13\u95e8\u804a\u3002<\/p>\n

    \u603b\u7ed3<\/h3>\n

    \u5199\u8fd9\u7bc7\u6587\u7ae0\u7684\u65f6\u5019，\u6211\u7279\u610f\u628a\u7b14\u8bb0\u91cc\u90a3\u53e5"Workflow \u662f\u786e\u5b9a\u6027\u6267\u884c，Agent \u662f\u4e0d\u786e\u5b9a\u6027\u63a2\u7d22"\u5708\u4e86\u51fa\u6765\u3002\u8fd9\u53e5\u8bdd\u503c\u5f97\u4f60\u80cc\u4e0b\u6765\u3002<\/p>\n

    \u6700\u540e\u9001\u4f60\u4e09\u53e5\u8bdd：<\/p>\n

  • Workflow \u662f\u7f50\u5934，Agent \u662f\u79c1\u53a8\u2014\u2014\u524d\u8005\u7a33\u5b9a\u53ef\u9884\u671f，\u540e\u8005\u5145\u6ee1\u60ca\u559c\u4f46\u4e5f\u9700\u8981\u66f4\u7cbe\u5fc3\u7684\u8bbe\u8ba1<\/li>\n
  • \u4e0d\u8981\u4e3a\u4e86\u7528 Agent \u800c\u7528 Agent\u2014\u2014\u80fd\u7528 Workflow \u89e3\u51b3\u7684，\u7edd\u4e0d\u4e0a Agent<\/li>\n
  • \u771f\u6b63\u7684 AI \u5de5\u7a0b，\u662f\u8ba9\u9aa8\u67b6\u548c\u5927\u8111\u5404\u53f8\u5176\u804c<\/li>\n

    \u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u80fd\u5e2e\u4f60\u5f7b\u5e95\u5206\u6e05 Workflow \u548c Agent\u3002\u4e0b\u6b21\u9762\u8bd5\u6216\u8005\u5199\u65b9\u6848\u7684\u65f6\u5019，\u522b\u518d\u50bb\u50bb\u5206\u4e0d\u6e05\u695a\u4e86<\/p>\n

    \u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u522b\u518d\u8bf4\\”Workflow \u548c Agent \u5dee\u4e0d\u591a\\”\u4e86，\u4eca\u5929\u6211\u4eec\u7528\u4ee3\u7801\u548c\u573a\u666f\u628a\u5b83\u4eec\u63b0\u5f00\u63c9\u788e\u8bb2\u6e05\u695a\u3002\u5f15\u5b50：\u4e00\u4e2a\u8ba9\u4eba\u5934\u5927\u7684\u95ee\u9898\u524d\u4e24\u5929\u6709\u4e2a\u8bfb\u8005\u95ee\u6211：\\”\u6211\u7528 LangChain \u5199\u4e86\u4e2a\u94fe\u5f0f\u8c03\u7528，\u8fd9\u7b97\u662f Workflow \u8fd8\u662f Agent？\\”\u8fd9\u4e2a\u95ee\u9898\u95ee\u5f97\u7279\u522b\u597d，\u56e0\u4e3a\u5f88\u591a\u4eba\u5634\u4e0a\u8bf4\u7740 Workflow \u548c Agent，\u5fc3\u91cc\u60f3\u7684\u5374\u662f \u53cd\u6b63\u90fd\u662f AI \u5728\u5e72\u6d3b\u00a0\u3002\u770b\u5b8c\u4ed6\u7684\u4ee3\u7801，\u6211\u53d1\u73b0\u4ed6\u5199<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50],"topic":[],"class_list":["post-83261","post","type-post","status-publish","format-standard","hentry","category-server","tag-50"],"yoast_head":"\nWorkflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/83261.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u522b\u518d\u8bf4"Workflow \u548c Agent \u5dee\u4e0d\u591a"\u4e86，\u4eca\u5929\u6211\u4eec\u7528\u4ee3\u7801\u548c\u573a\u666f\u628a\u5b83\u4eec\u63b0\u5f00\u63c9\u788e\u8bb2\u6e05\u695a\u3002\u5f15\u5b50：\u4e00\u4e2a\u8ba9\u4eba\u5934\u5927\u7684\u95ee\u9898\u524d\u4e24\u5929\u6709\u4e2a\u8bfb\u8005\u95ee\u6211："\u6211\u7528 LangChain \u5199\u4e86\u4e2a\u94fe\u5f0f\u8c03\u7528，\u8fd9\u7b97\u662f Workflow \u8fd8\u662f Agent？"\u8fd9\u4e2a\u95ee\u9898\u95ee\u5f97\u7279\u522b\u597d，\u56e0\u4e3a\u5f88\u591a\u4eba\u5634\u4e0a\u8bf4\u7740 Workflow \u548c Agent，\u5fc3\u91cc\u60f3\u7684\u5374\u662f \u53cd\u6b63\u90fd\u662f AI \u5728\u5e72\u6d3b\u00a0\u3002\u770b\u5b8c\u4ed6\u7684\u4ee3\u7801，\u6211\u53d1\u73b0\u4ed6\u5199\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/83261.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-25T11:16:30+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/83261.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/83261.html\",\"name\":\"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-07-25T11:16:30+00:00\",\"dateModified\":\"2026-07-25T11:16:30+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/83261.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/83261.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/83261.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/83261.html","og_locale":"zh_CN","og_type":"article","og_title":"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u522b\u518d\u8bf4\"Workflow \u548c Agent \u5dee\u4e0d\u591a\"\u4e86，\u4eca\u5929\u6211\u4eec\u7528\u4ee3\u7801\u548c\u573a\u666f\u628a\u5b83\u4eec\u63b0\u5f00\u63c9\u788e\u8bb2\u6e05\u695a\u3002\u5f15\u5b50：\u4e00\u4e2a\u8ba9\u4eba\u5934\u5927\u7684\u95ee\u9898\u524d\u4e24\u5929\u6709\u4e2a\u8bfb\u8005\u95ee\u6211：\"\u6211\u7528 LangChain \u5199\u4e86\u4e2a\u94fe\u5f0f\u8c03\u7528，\u8fd9\u7b97\u662f Workflow \u8fd8\u662f Agent？\"\u8fd9\u4e2a\u95ee\u9898\u95ee\u5f97\u7279\u522b\u597d，\u56e0\u4e3a\u5f88\u591a\u4eba\u5634\u4e0a\u8bf4\u7740 Workflow \u548c Agent，\u5fc3\u91cc\u60f3\u7684\u5374\u662f \u53cd\u6b63\u90fd\u662f AI \u5728\u5e72\u6d3b\u00a0\u3002\u770b\u5b8c\u4ed6\u7684\u4ee3\u7801，\u6211\u53d1\u73b0\u4ed6\u5199","og_url":"https:\/\/www.wsisp.com\/helps\/83261.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-07-25T11:16:30+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/83261.html","url":"https:\/\/www.wsisp.com\/helps\/83261.html","name":"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-07-25T11:16:30+00:00","dateModified":"2026-07-25T11:16:30+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/83261.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/83261.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/83261.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"Workflow \u8fd8\u662f Agent\uff1f\u5e2e\u4f60\u4e00\u6b21\u6027\u641e\u6e05\u695a\u8fd9\u4fe9\u5230\u5e95\u6709\u5565\u4e0d\u4e00\u6837"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/83261","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=83261"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/83261\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=83261"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=83261"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=83261"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=83261"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}