{"id":111260,"date":"2026-09-30T19:25:18","date_gmt":"2026-09-30T11:25:18","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/111260.html"},"modified":"2026-09-30T19:25:18","modified_gmt":"2026-09-30T11:25:18","slug":"%e6%b7%b1%e5%ba%a6%e6%8b%86%e8%a7%a3-ai-agent-%e5%ba%95%e5%b1%82%e6%9e%b6%e6%9e%84%ef%bc%9a%e8%a7%84%e5%88%92%e6%a8%a1%e5%9d%97%e3%80%81%e9%95%bf%e6%9c%9f%e8%ae%b0%e5%bf%86%e3%80%81%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/111260.html","title":{"rendered":"\u6df1\u5ea6\u62c6\u89e3 AI Agent \u5e95\u5c42\u67b6\u6784\uff1a\u89c4\u5212\u6a21\u5757\u3001\u957f\u671f\u8bb0\u5fc6\u3001\u5de5\u5177\u6267\u884c\u94fe\u8def"},"content":{"rendered":"<h2>\u6df1\u5ea6\u62c6\u89e3 AI Agent \u5e95\u5c42\u67b6\u6784&#xff1a;\u89c4\u5212\u6a21\u5757\u3001\u957f\u671f\u8bb0\u5fc6\u3001\u5de5\u5177\u6267\u884c\u94fe\u8def<\/h2>\n<p>\u6807\u7b7e&#xff1a;#AI Agent #\u5927\u6a21\u578b #FunctionCalling #\u667a\u80fd\u4f53 #LLM\u5e94\u7528<\/p>\n<p>\u6458\u8981&#xff1a;\u5982\u679c\u8bf4\u5927\u6a21\u578b\u662f&#034;\u5927\u8111&#034;&#xff0c;\u90a3 AI Agent \u5c31\u662f\u628a\u8fd9\u4e2a\u5927\u8111\u88c5\u8fdb\u4e86&#034;\u8eab\u4f53&#034;\u2014\u2014\u5b83\u80fd\u542c\u61c2\u76ee\u6807\u3001\u81ea\u5df1\u62c6\u4efb\u52a1\u3001\u8bb0\u4f4f\u8fc7\u53bb\u3001\u8c03\u7528\u5916\u90e8\u5de5\u5177&#xff0c;\u4e00\u6b65\u4e00\u6b65\u628a\u590d\u6742\u4e8b\u60c5\u5e72\u5b8c\u3002\u672c\u6587\u4ece\u5de5\u7a0b\u89c6\u89d2\u6df1\u5ea6\u62c6\u89e3 AI Agent \u7684\u4e09\u5927\u5e95\u5c42\u652f\u67f1&#xff1a;\u89c4\u5212\u6a21\u5757&#xff08;Planning&#xff09;\u3001\u957f\u671f\u8bb0\u5fc6&#xff08;Long-term Memory&#xff09;\u3001\u5de5\u5177\u6267\u884c\u94fe\u8def&#xff08;Tool \/ Function Calling&#xff09;&#xff0c;\u8bb2\u6e05\u5b83\u4eec\u5404\u81ea\u600e\u4e48\u5de5\u4f5c\u3001\u600e\u4e48\u534f\u540c&#xff0c;\u5e76\u9644\u4e0a\u4e00\u56fe\u8bfb\u61c2\u7684\u53ef\u89c6\u5316\u62c6\u89e3\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260930112506-6abcf19245cfa.jpg\" alt=\"AI Agent \u5e95\u5c42\u67b6\u6784\u5c01\u9762\" \/><\/p>\n<hr \/>\n<h3>\u76ee\u5f55<\/h3>\n<ul>\n<li>\u4e00\u3001\u4ece&#034;\u804a\u5929\u673a\u5668\u4eba&#034;\u5230&#034;AI Agent&#034;&#xff0c;\u5230\u5e95\u5dee\u5728\u54ea&#xff1f;<\/li>\n<li>\u4e8c\u3001\u5148\u770b\u5168\u666f&#xff1a;AI Agent \u7684\u5e95\u5c42\u67b6\u6784\u957f\u4ec0\u4e48\u6837<\/li>\n<li>\u4e09\u3001\u89c4\u5212\u6a21\u5757&#xff1a;\u8ba9\u5927\u6a21\u578b\u5b66\u4f1a&#034;\u5148\u60f3\u6e05\u695a\u518d\u52a8\u624b&#034;<\/li>\n<li>\u56db\u3001\u957f\u671f\u8bb0\u5fc6&#xff1a;\u8ba9 Agent \u4e0d\u518d&#034;\u9c7c\u7684\u8bb0\u5fc6&#034;<\/li>\n<li>\u4e94\u3001\u5de5\u5177\u6267\u884c\u94fe\u8def&#xff1a;Agent \u7684&#034;\u624b\u548c\u811a&#034;<\/li>\n<li>\u516d\u3001\u4e09\u8005\u5982\u4f55\u534f\u540c&#xff1a;\u4e00\u6b21\u771f\u5b9e\u4efb\u52a1\u7684\u5b8c\u6574\u95ed\u73af<\/li>\n<li>\u4e03\u3001\u4e3b\u6d41\u5b9e\u73b0\u6846\u67b6\u901f\u89c8<\/li>\n<li>\u516b\u3001\u603b\u7ed3<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e00\u3001\u4ece&#034;\u804a\u5929\u673a\u5668\u4eba&#034;\u5230&#034;AI Agent&#034;&#xff0c;\u5230\u5e95\u5dee\u5728\u54ea&#xff1f;<\/h3>\n<p>\u8fc7\u53bb\u6211\u4eec\u7528\u5927\u6a21\u578b&#xff0c;\u672c\u8d28\u662f&#034;\u4f60\u95ee\u4e00\u53e5\u3001\u6211\u7b54\u4e00\u53e5&#034;&#xff1a;\u6a21\u578b\u751f\u6210\u4e00\u6bb5\u6587\u5b57\u5c31\u7ed3\u675f\u4e86\u3002\u8fd9\u79bb\u771f\u6b63\u7684&#034;\u5e2e\u6211\u628a\u4e8b\u529e\u4e86&#034;\u8fd8\u5dee\u5f88\u8fdc\u3002<\/p>\n<p>\u4e00\u4e2a\u80fd\u5e72\u6d3b\u7684 AI Agent&#xff08;\u667a\u80fd\u4f53&#xff09;&#xff0c;\u901a\u5e38\u5177\u5907\u4e09\u4e2a\u6807\u5fd7\u6027\u80fd\u529b&#xff1a;<\/p>\n<li>\u4f1a\u89c4\u5212&#xff1a;\u9762\u5bf9&#034;\u5e2e\u6211\u7b56\u5212\u4e00\u573a\u7ebf\u4e0b\u53d1\u5e03\u4f1a&#034;\u8fd9\u79cd\u6a21\u7cca\u5927\u76ee\u6807&#xff0c;\u5b83\u80fd\u81ea\u5df1\u62c6\u6210&#034;\u5b9a\u4e3b\u9898 \u2192 \u67e5\u573a\u5730 \u2192 \u6392\u9884\u7b97 \u2192 \u5199\u65b9\u6848&#034;\u4e00\u7cfb\u5217\u5b50\u4efb\u52a1&#xff0c;\u800c\u4e0d\u662f\u76f4\u63a5\u778e\u7b54\u3002<\/li>\n<li>\u6709\u8bb0\u5fc6&#xff1a;\u5b83\u8bb0\u5f97\u4f60\u4e0a\u6b21\u8bf4\u8fc7\u7684\u504f\u597d\u3001\u4e4b\u524d\u8e29\u8fc7\u7684\u5751&#xff0c;\u4e0d\u7528\u4f60\u6bcf\u6b21\u91cd\u590d\u4ea4\u4ee3\u80cc\u666f\u3002<\/li>\n<li>\u80fd\u52a8\u624b&#xff1a;\u5b83\u4e0d\u53ea\u4f1a\u52a8\u5634&#xff0c;\u8fd8\u80fd\u771f\u7684\u53bb&#034;\u641c\u7f51\u9875\u3001\u67e5\u6570\u636e\u5e93\u3001\u8dd1\u4ee3\u7801\u3001\u8c03 API\u3001\u53d1\u90ae\u4ef6&#034;&#xff0c;\u62ff\u5230\u771f\u5b9e\u7ed3\u679c\u518d\u7ee7\u7eed\u3002<\/li>\n<p>\u7528\u4e00\u53e5\u8bdd\u6982\u62ec&#xff1a;\u5927\u6a21\u578b\u8d1f\u8d23&#034;\u60f3&#034;&#xff0c;Agent \u8d1f\u8d23&#034;\u60f3 &#043; \u62c6 &#043; \u8bb0 &#043; \u505a&#034;\u7684\u95ed\u73af\u3002 \u8fd9\u4e09\u4ef6\u4e8b\u80cc\u540e&#xff0c;\u5c31\u662f\u5e95\u5c42\u4e09\u5927\u6a21\u5757\u2014\u2014\u89c4\u5212\u3001\u8bb0\u5fc6\u3001\u5de5\u5177\u6267\u884c\u3002<\/p>\n<h3>\u4e8c\u3001\u5148\u770b\u5168\u666f&#xff1a;AI Agent \u7684\u5e95\u5c42\u67b6\u6784\u957f\u4ec0\u4e48\u6837<\/h3>\n<p>\u629b\u5f00\u5404\u5bb6\u6846\u67b6\u7684\u82b1\u54e8\u5305\u88c5&#xff0c;\u4e00\u4e2a AI Agent \u7684\u5185\u6838\u975e\u5e38\u7a33\u5b9a&#xff0c;\u53ef\u4ee5\u770b\u4f5c&#034;\u4e00\u4e2a\u5927\u8111 &#043; \u56db\u4e2a\u5916\u56f4&#034;&#xff1a;<\/p>\n<ul>\n<li>\u5927\u8111&#xff08;\u6838\u5fc3\u5927\u6a21\u578b&#xff09;&#xff1a;\u8d1f\u8d23\u7406\u89e3\u610f\u56fe\u3001\u505a\u51b3\u7b56\u3001\u751f\u6210\u8bed\u8a00&#xff0c;\u662f\u6574\u4e2a Agent \u7684\u8c03\u5ea6\u4e2d\u5fc3\u3002<\/li>\n<li>\u89c4\u5212\u6a21\u5757&#xff1a;\u628a\u6a21\u7cca\u76ee\u6807\u62c6\u6210\u53ef\u6267\u884c\u6b65\u9aa4&#xff0c;\u5e76\u5728\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u4fee\u6b63\u3002<\/li>\n<li>\u957f\u671f\u8bb0\u5fc6&#xff1a;\u5b58\u653e\u5386\u53f2\u7ecf\u9a8c\u3001\u7528\u6237\u504f\u597d\u3001\u4e2d\u95f4\u7ed3\u679c&#xff0c;\u50cf\u4e00\u4e2a\u53ef\u68c0\u7d22\u7684&#034;\u5916\u7f6e\u77e5\u8bc6\u5e93&#034;\u3002<\/li>\n<li>\u5de5\u5177\u6267\u884c&#xff1a;\u8ba9\u6a21\u578b\u80fd\u8c03\u7528\u5916\u90e8\u51fd\u6570\u3001API\u3001\u641c\u7d22\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u7b49&#xff0c;\u7a81\u7834\u7eaf\u6587\u672c\u7684\u8fb9\u754c\u3002<\/li>\n<li>\u611f\u77e5\u4e0e\u8f93\u51fa&#xff1a;\u63a5\u6536\u7528\u6237\u6307\u4ee4&#xff0c;\u628a\u6700\u7ec8\u7ed3\u679c\u7ec4\u7ec7\u6210\u4eba\u7c7b\u53ef\u8bfb\u7684\u56de\u7b54\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260930112508-6abcf1948f6e2.jpg\" alt=\"AI Agent \u603b\u4f53\u67b6\u6784\" \/><\/p>\n<p>\u7406\u89e3\u4e86\u8fd9\u5f20\u56fe&#xff0c;\u540e\u9762\u4e09\u4e2a\u6a21\u5757\u7684\u62c6\u89e3\u5c31\u6709\u4e86\u5b9a\u4f4d&#xff1a;\u89c4\u5212\u7ba1&#034;\u600e\u4e48\u62c6&#034;&#xff0c;\u8bb0\u5fc6\u7ba1&#034;\u8bb0\u5f97\u4f4f\u4ec0\u4e48&#034;&#xff0c;\u5de5\u5177\u7ba1&#034;\u600e\u4e48\u771f\u7684\u505a\u51fa\u6765&#034;\u3002<\/p>\n<h3>\u4e09\u3001\u89c4\u5212\u6a21\u5757&#xff1a;\u8ba9\u5927\u6a21\u578b\u5b66\u4f1a&#034;\u5148\u60f3\u6e05\u695a\u518d\u52a8\u624b&#034;<\/h3>\n<p>\u5927\u6a21\u578b\u9ed8\u8ba4\u662f&#034;\u4e00\u6b21\u6027\u76f4\u51fa&#034;&#xff0c;\u800c\u89c4\u5212\u6a21\u5757\u7684\u672c\u8d28&#xff0c;\u662f\u628a\u4e00\u4e2a\u5927\u95ee\u9898\u53d8\u6210\u4e00\u4e32\u5c0f\u6b65\u9aa4&#xff0c;\u5e76\u5728\u6bcf\u4e00\u6b65\u4e4b\u95f4\u505a\u51b3\u7b56\u3002\u5b83\u4e3b\u8981\u9760\u4e09\u4ef6\u6b66\u5668\u3002<\/p>\n<h4>3.1 \u4efb\u52a1\u5206\u89e3&#xff1a;\u628a\u5927\u8c61\u5207\u6210\u4e00\u53e3\u4e00\u53e3<\/h4>\n<p>\u9762\u5bf9\u590d\u6742\u76ee\u6807&#xff0c;Agent \u4f1a\u5148\u505a&#034;\u4efb\u52a1\u62c6\u89e3&#034;\u3002\u5e38\u89c1\u601d\u8def&#xff1a;<\/p>\n<ul>\n<li>Chain-of-Thought&#xff08;\u601d\u7ef4\u94fe&#xff09;&#xff1a;\u8ba9\u6a21\u578b&#034;\u4e00\u6b65\u4e00\u6b65\u60f3&#034;&#xff0c;\u628a\u63a8\u7406\u8fc7\u7a0b\u5199\u51fa\u6765&#xff0c;\u6bcf\u4e00\u6b65\u7684\u8f93\u51fa\u6210\u4e3a\u4e0b\u4e00\u6b65\u7684\u8f93\u5165\u3002<\/li>\n<li>Tree of Thoughts&#xff08;\u601d\u7ef4\u6811&#xff09;&#xff1a;\u4e0d\u6b62\u4e00\u6761\u601d\u8def&#xff0c;\u800c\u662f\u540c\u65f6\u751f\u6210\u591a\u6761\u5019\u9009\u8def\u5f84&#xff0c;\u518d\u62e9\u4f18\u3002\u9002\u5408\u9700\u8981\u8bd5\u9519\u3001\u63a2\u7d22\u7684\u573a\u666f\u3002<\/li>\n<li>\u5b50\u4efb\u52a1\u59d4\u6d3e&#xff1a;\u628a\u5927\u4efb\u52a1\u62c6\u6210\u5b50\u4efb\u52a1&#xff0c;\u751a\u81f3\u4ea4\u7ed9\u4e0d\u540c\u7684&#034;\u5b50\u667a\u80fd\u4f53&#034;\u5206\u522b\u5904\u7406&#xff0c;\u6700\u540e\u6c47\u603b\u3002<\/li>\n<\/ul>\n<h4>3.2 ReAct&#xff1a;\u8fb9\u60f3\u8fb9\u505a&#xff0c;\u8fb9\u505a\u8fb9\u770b<\/h4>\n<p>\u5149\u60f3\u4e0d\u505a\u4f1a\u8dd1\u504f&#xff0c;\u5149\u505a\u4e0d\u60f3\u4f1a\u4e71\u6765\u3002ReAct&#xff08;Reasoning &#043; Acting&#xff09; \u628a\u4e24\u8005\u62e7\u6210\u4e00\u4e2a\u5faa\u73af&#xff1a;<\/p>\n<ul>\n<li>\u601d\u8003&#xff08;Thought&#xff09;&#xff1a;\u73b0\u5728\u662f\u4ec0\u4e48\u60c5\u51b5&#xff1f;\u4e0b\u4e00\u6b65\u8be5\u5e72\u4ec0\u4e48&#xff1f;<\/li>\n<li>\u884c\u52a8&#xff08;Action&#xff09;&#xff1a;\u53bb\u8c03\u7528\u4e00\u4e2a\u5de5\u5177 \/ \u6267\u884c\u4e00\u4e2a\u52a8\u4f5c\u3002<\/li>\n<li>\u89c2\u5bdf&#xff08;Observation&#xff09;&#xff1a;\u62ff\u56de\u6267\u884c\u7ed3\u679c&#xff0c;\u66f4\u65b0\u5bf9\u5c40\u52bf\u7684\u5224\u65ad&#xff0c;\u518d\u8fdb\u5165\u4e0b\u4e00\u8f6e\u601d\u8003\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u6b63\u662f Agent \u533a\u522b\u4e8e&#034;\u4e00\u6b21\u6027\u95ee\u7b54&#034;\u7684\u5173\u952e\u2014\u2014\u5b83\u662f\u4e00\u4e2a\u63a8\u7406\u4e0e\u884c\u52a8\u4ea4\u66ff\u7684\u5faa\u73af\u3002<\/p>\n<h4>3.3 \u81ea\u6211\u53cd\u601d&#xff1a;\u505a\u9519\u4e86\u4f1a\u81ea\u5df1\u56de\u5934<\/h4>\n<p>\u66f4\u8fdb\u4e00\u6b65\u7684 Agent \u8fd8\u4f1a\u505a Reflexion&#xff08;\u53cd\u601d&#xff09;&#xff1a;\u5f53\u7ed3\u679c\u4e0d\u8fbe\u9884\u671f\u65f6&#xff0c;\u5b83\u4f1a\u56de\u5934\u590d\u76d8&#034;\u521a\u624d\u54ea\u4e00\u6b65\u9519\u4e86\u3001\u4e3a\u4ec0\u4e48\u9519\u3001\u4e0b\u6b21\u600e\u4e48\u6539&#034;&#xff0c;\u5e76\u628a\u8fd9\u6761\u7ecf\u9a8c\u5199\u8fdb\u8bb0\u5fc6&#xff0c;\u907f\u514d\u91cd\u590d\u8e29\u5751\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260930112510-6abcf19691282.jpg\" alt=\"\u89c4\u5212\u6a21\u5757\uff1a\u628a\u5927\u4efb\u52a1\u62c6\u5c0f\" \/><\/p>\n<h3>\u56db\u3001\u957f\u671f\u8bb0\u5fc6&#xff1a;\u8ba9 Agent \u4e0d\u518d&#034;\u9c7c\u7684\u8bb0\u5fc6&#034;<\/h3>\n<p>\u5927\u6a21\u578b\u672c\u8eab\u53ea\u6709&#034;\u4e0a\u4e0b\u6587\u7a97\u53e3&#034;\u8fd9\u4e48\u5927\u7684\u77ed\u671f\u8bb0\u5fc6&#xff0c;\u5173\u6389\u5bf9\u8bdd\u5c31\u5fd8\u3002Agent \u8981\u53d8\u5f97&#034;\u8d8a\u7528\u8d8a\u61c2\u4f60&#034;&#xff0c;\u5fc5\u987b\u6709\u4e00\u5957\u8bb0\u5fc6\u4f53\u7cfb\u3002<\/p>\n<h4>4.1 \u4e24\u79cd\u8bb0\u5fc6&#xff0c;\u5206\u5de5\u4e0d\u540c<\/h4>\n<table>\n<tr>\u8bb0\u5fc6\u7c7b\u578b\u7c7b\u6bd4\u5b58\u4ec0\u4e48\u5b58\u5728\u54ea<\/tr>\n<tbody>\n<tr>\n<td>\u77ed\u671f\u8bb0\u5fc6&#xff08;\u5de5\u4f5c\u8bb0\u5fc6&#xff09;<\/td>\n<td>\u4f60\u684c\u9762\u4e0a\u644a\u5f00\u7684\u4fbf\u7b7e<\/td>\n<td>\u5f53\u524d\u4efb\u52a1\u7684\u4e2d\u95f4\u7ed3\u679c\u3001\u6700\u8fd1\u51e0\u8f6e\u5bf9\u8bdd<\/td>\n<td>\u5927\u6a21\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185<\/td>\n<\/tr>\n<tr>\n<td>\u957f\u671f\u8bb0\u5fc6<\/td>\n<td>\u4f60\u5f52\u6863\u7684\u6587\u4ef6\u67dc<\/td>\n<td>\u5386\u53f2\u7ecf\u9a8c\u3001\u7528\u6237\u504f\u597d\u3001\u6210\u529f\/\u5931\u8d25\u6848\u4f8b<\/td>\n<td>\u5916\u90e8\u6570\u636e\u5e93 \/ \u5411\u91cf\u5e93<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u77ed\u671f\u8bb0\u5fc6\u53d7\u4e0a\u4e0b\u6587\u957f\u5ea6\u9650\u5236&#xff0c;\u7528\u5b8c\u5373\u5f03&#xff1b;\u957f\u671f\u8bb0\u5fc6\u662f\u5916\u6302\u7684&#xff0c;\u53ef\u4ee5\u6309\u9700&#034;\u68c0\u7d22&#034;\u56de\u6765&#xff0c;\u9700\u8981\u65f6\u518d\u585e\u8fdb\u4e0a\u4e0b\u6587\u3002<\/p>\n<h4>4.2 \u8bb0\u5fc6\u662f\u600e\u4e48&#034;\u5199\u8fdb\u53bb&#034;\u548c&#034;\u627e\u56de\u6765&#034;\u7684<\/h4>\n<p>\u4e00\u5957\u5b8c\u6574\u7684\u8bb0\u5fc6\u94fe\u8def\u901a\u5e38\u5305\u542b\u56db\u4e2a\u52a8\u4f5c&#xff1a;<\/p>\n<li>\u5199\u5165&#xff08;Write&#xff09;&#xff1a;\u4efb\u52a1\u8fc7\u7a0b\u4e2d\u7684\u5173\u952e\u7ed3\u8bba\u3001\u7528\u6237\u504f\u597d\u3001\u5931\u8d25\u6559\u8bad\u88ab\u5224\u5b9a&#034;\u503c\u5f97\u8bb0\u4e0b\u6765&#034;\u540e\u5b58\u5165\u8bb0\u5fc6\u5e93\u3002<\/li>\n<li>\u6253\u5206&#xff08;Importance&#xff09;&#xff1a;\u4e0d\u662f\u6240\u6709\u4e8b\u90fd\u503c\u5f97\u8bb0\u3002\u7ed9\u6bcf\u6761\u8bb0\u5fc6\u4e00\u4e2a&#034;\u91cd\u8981\u6027\u5206\u6570&#034;&#xff0c;\u907f\u514d\u8bb0\u5fc6\u5e93\u88ab\u566a\u97f3\u585e\u6ee1\u3002<\/li>\n<li>\u68c0\u7d22&#xff08;Retrieve&#xff09;&#xff1a;\u9762\u5bf9\u65b0\u4efb\u52a1\u65f6&#xff0c;\u6309&#034;\u8bed\u4e49\u76f8\u4f3c &#043; \u65f6\u95f4\u8fd1 &#043; \u91cd\u8981\u6027\u9ad8&#034;\u7efc\u5408\u53ec\u56de\u6700\u76f8\u5173\u7684\u51e0\u6761\u8bb0\u5fc6\u3002<\/li>\n<li>\u9057\u5fd8&#xff08;Forget \/ \u538b\u7f29&#xff09;&#xff1a;\u5bf9\u8fc7\u65f6\u3001\u4f4e\u4ef7\u503c\u7684\u8bb0\u5fc6\u505a\u6dd8\u6c70\u6216\u6458\u8981\u538b\u7f29&#xff0c;\u9632\u6b62\u65e0\u9650\u81a8\u80c0\u3002<\/li>\n<p>\u53ef\u4ee5\u7406\u89e3\u4e3a&#xff1a;Agent \u7684\u957f\u671f\u8bb0\u5fc6&#xff0c;\u672c\u8d28\u4e0a\u5c31\u662f\u7ed9 RAG \u90a3\u5957&#034;\u5411\u91cf\u68c0\u7d22 &#043; \u6ce8\u5165\u4e0a\u4e0b\u6587&#034;\u6362\u4e86\u4e2a\u7528\u9014\u2014\u2014\u53ea\u4e0d\u8fc7\u68c0\u7d22\u7684\u5bf9\u8c61\u4ece&#034;\u516c\u53f8\u6587\u6863&#034;\u53d8\u6210\u4e86&#034;Agent \u81ea\u5df1\u7684\u7ecf\u5386&#034;\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260930112512-6abcf1984b7f8.jpg\" alt=\"\u957f\u671f\u8bb0\u5fc6\uff1aAgent \u7684\u7ecf\u9a8c\u5e93\" \/><\/p>\n<h3>\u4e94\u3001\u5de5\u5177\u6267\u884c\u94fe\u8def&#xff1a;Agent \u7684&#034;\u624b\u548c\u811a&#034;<\/h3>\n<p>\u6ca1\u6709\u5de5\u5177&#xff0c;Agent \u518d\u806a\u660e\u4e5f\u53ea\u80fd&#034;\u7eb8\u4e0a\u8c08\u5175&#034;\u2014\u2014\u5b83\u4e0d\u80fd\u8054\u7f51\u3001\u4e0d\u80fd\u7b97\u6570\u3001\u4e0d\u80fd\u8dd1\u4ee3\u7801\u3002\u5de5\u5177\u6267\u884c\u94fe\u8def\u5c31\u662f\u8ba9\u5927\u6a21\u578b\u628a&#034;\u60f3\u8bf4\u7684\u52a8\u4f5c&#034;\u7ffb\u8bd1\u6210&#034;\u771f\u5b9e\u7684\u51fd\u6570\u8c03\u7528&#034;\u3002<\/p>\n<h4>5.1 \u5148\u6ce8\u518c\u5de5\u5177&#xff1a;\u544a\u8bc9 Agent&#034;\u4f60\u4f1a\u7528\u4ec0\u4e48&#034;<\/h4>\n<p>\u8981\u8ba9\u6a21\u578b\u8c03\u7528\u5de5\u5177&#xff0c;\u5148\u5f97\u628a\u5de5\u5177&#034;\u6559&#034;\u7ed9\u5b83\u3002\u6bcf\u4e2a\u5de5\u5177\u901a\u5e38\u7528\u4e00\u6bb5\u7ed3\u6784\u5316\u63cf\u8ff0\u8bf4\u660e&#xff1a;<\/p>\n<ul>\n<li>\u5de5\u5177\u53eb\u4ec0\u4e48\u540d\u5b57&#xff08;\u5982 search_web\u3001calculate\u3001run_code&#xff09;&#xff1b;<\/li>\n<li>\u5b83\u662f\u5e72\u4ec0\u4e48\u7684&#xff08;\u4e00\u53e5\u8bdd\u7528\u9014&#xff09;&#xff1b;<\/li>\n<li>\u9700\u8981\u54ea\u4e9b\u53c2\u6570\u3001\u6bcf\u4e2a\u53c2\u6570\u662f\u4ec0\u4e48\u7c7b\u578b\u3001\u4ec0\u4e48\u542b\u4e49\u3002<\/li>\n<\/ul>\n<p>\u6a21\u578b\u5728\u751f\u6210\u65f6\u4f1a&#034;\u770b\u5230&#034;\u8fd9\u4efd\u5de5\u5177\u6e05\u5355&#xff0c;\u4ece\u800c\u77e5\u9053\u81ea\u5df1\u5728\u4ec0\u4e48\u60c5\u51b5\u4e0b\u8be5\u7528\u54ea\u4e2a\u5de5\u5177\u3002<\/p>\n<h4>5.2 Function Calling&#xff1a;\u4ece&#034;\u8bf4&#034;\u5230&#034;\u505a&#034;\u7684\u4e00\u6b21\u8f6c\u8eab<\/h4>\n<p>\u4e00\u6b21\u5de5\u5177\u8c03\u7528\u7684\u6807\u51c6\u94fe\u8def\u662f\u8fd9\u6837\u8dd1\u7684&#xff1a;<\/p>\n<li>\u5927\u8111\u51b3\u7b56&#xff1a;\u6a21\u578b\u5224\u65ad&#034;\u5149\u9760\u81ea\u5df1\u7b54\u4e0d\u4e86&#xff0c;\u9700\u8981\u67e5\u4e00\u4e0b\u5b9e\u65f6\u6570\u636e&#034;&#xff1b;<\/li>\n<li>\u751f\u6210\u8c03\u7528&#xff1a;\u6a21\u578b\u4e0d\u76f4\u63a5\u56de\u7b54&#xff0c;\u800c\u662f\u8f93\u51fa\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u51fd\u6570\u8c03\u7528&#xff0c;\u6bd4\u5982 search_web(query&#061;&#034;\u4eca\u65e5\u91d1\u4ef7&#034;)&#xff1b;<\/li>\n<li>\u771f\u5b9e\u6267\u884c&#xff1a;\u5916\u90e8\u8fd0\u884c\u65f6\u771f\u6b63\u53bb\u8c03\u7528\u8fd9\u4e2a\u51fd\u6570&#xff0c;\u62ff\u5230\u7ed3\u679c&#xff1b;<\/li>\n<li>\u7ed3\u679c\u56de\u704c&#xff1a;\u628a\u6267\u884c\u7ed3\u679c\u4f5c\u4e3a&#034;\u89c2\u5bdf&#034;\u518d\u5582\u56de\u7ed9\u5927\u6a21\u578b&#xff1b;<\/li>\n<li>\u7ee7\u7eed\u51b3\u7b56&#xff1a;\u6a21\u578b\u57fa\u4e8e\u65b0\u7ed3\u679c&#xff0c;\u51b3\u5b9a\u662f\u7ee7\u7eed\u8c03\u4e0b\u4e00\u4e2a\u5de5\u5177&#xff0c;\u8fd8\u662f\u8be5\u7ed9\u7528\u6237\u6700\u7ec8\u7b54\u6848\u4e86\u3002<\/li>\n<h4>5.3 \u591a\u6b65\u94fe\u8def\u4e0e\u5065\u58ee\u6027<\/h4>\n<p>\u771f\u5b9e\u7684 Agent \u5f80\u5f80\u8981\u8fde\u7eed\u8c03\u7528\u597d\u51e0\u4e2a\u5de5\u5177&#xff1a;\u5148\u641c\u7d22 \u2192 \u518d\u7b5b\u9009 \u2192 \u518d\u7b97\u4e00\u904d \u2192 \u6700\u540e\u751f\u6210\u3002\u5065\u58ee\u7684\u6267\u884c\u94fe\u8def\u8fd8\u8981\u5904\u7406&#xff1a;<\/p>\n<ul>\n<li>\u53c2\u6570\u9519\u8bef \/ \u5de5\u5177\u62a5\u9519&#xff1a;\u628a\u9519\u8bef\u4fe1\u606f\u56de\u5582\u7ed9\u6a21\u578b&#xff0c;\u8ba9\u5b83\u81ea\u5df1\u4fee\u6b63\u53c2\u6570\u91cd\u8bd5&#xff1b;<\/li>\n<li>\u8d85\u65f6\u4e0e\u7194\u65ad&#xff1a;\u907f\u514d\u4e00\u4e2a\u574f\u5de5\u5177\u628a\u6574\u4e2a\u4efb\u52a1\u62d6\u6b7b&#xff1b;<\/li>\n<li>\u5e42\u7b49\u4e0e\u6743\u9650&#xff1a;\u5199\u64cd\u4f5c\u7c7b\u5de5\u5177&#xff08;\u53d1\u90ae\u4ef6\u3001\u4e0b\u5355&#xff09;\u8981\u52a0\u786e\u8ba4&#xff0c;\u907f\u514d\u6a21\u578b&#034;\u8bef\u89e6&#034;\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260930112514-6abcf19a1332b.jpg\" alt=\"\u5de5\u5177\u6267\u884c\u94fe\u8def\uff1aFunction Calling\" \/><\/p>\n<h3>\u516d\u3001\u4e09\u8005\u5982\u4f55\u534f\u540c&#xff1a;\u4e00\u6b21\u771f\u5b9e\u4efb\u52a1\u7684\u5b8c\u6574\u95ed\u73af<\/h3>\n<p>\u628a\u89c4\u5212\u3001\u8bb0\u5fc6\u3001\u5de5\u5177\u4e09\u4ef6\u4e8b\u62fc\u5230\u4e00\u8d77&#xff0c;\u4e00\u4e2a Agent \u8dd1\u901a\u4e00\u4e2a\u771f\u5b9e\u4efb\u52a1\u7684\u5b8c\u6574\u95ed\u73af\u662f\u8fd9\u6837\u7684&#xff1a;<\/p>\n<li>\u63a5\u6536\u7528\u6237\u63d0\u95ee&#xff1a;\u7406\u89e3\u76ee\u6807\u548c\u7ea6\u675f&#xff1b;<\/li>\n<li>\u89c4\u5212\u4efb\u52a1\u6b65\u9aa4&#xff1a;\u628a\u76ee\u6807\u62c6\u6210\u6709\u5e8f\u7684\u5b50\u4efb\u52a1&#xff1b;<\/li>\n<li>\u68c0\u7d22\u957f\u671f\u8bb0\u5fc6&#xff1a;\u5148\u7ffb\u51fa\u76f8\u5173\u7684\u5386\u53f2\u7ecf\u9a8c\u548c\u7528\u6237\u504f\u597d&#xff1b;<\/li>\n<li>\u8c03\u7528\u5916\u90e8\u5de5\u5177&#xff1a;\u6309\u8ba1\u5212\u53bb\u641c\u7d22\u3001\u67e5\u6570\u636e\u3001\u8dd1\u4ee3\u7801&#xff1b;<\/li>\n<li>\u89c2\u5bdf\u6267\u884c\u7ed3\u679c&#xff1a;\u62ff\u56de\u771f\u5b9e\u7ed3\u679c&#xff0c;\u53d1\u73b0\u54ea\u91cc\u4e0d\u591f&#xff1b;<\/li>\n<li>\u751f\u6210\u6700\u7ec8\u56de\u7b54&#xff1a;\u6574\u7406\u6210\u6709\u4f9d\u636e\u3001\u6709\u51fa\u5904\u7684\u7b54\u6848&#xff0c;\u5e76\u628a\u8fd9\u6b21\u7ecf\u5386\u5199\u56de\u8bb0\u5fc6\u5e93\u3002<\/li>\n<p>\u6ce8\u610f\u6700\u540e\u4e00\u6b65&#xff1a;\u4efb\u52a1\u7ed3\u675f\u4e0d\u662f\u7ec8\u70b9&#xff0c;\u800c\u662f\u4e0b\u4e00\u6b21\u4efb\u52a1\u7684&#034;\u8bb0\u5fc6\u8d77\u70b9&#034;\u2014\u2014\u8fd9\u6b63\u662f Agent \u80fd\u6301\u7eed\u8fdb\u5316\u7684\u539f\u56e0\u3002\u5f53\u7ed3\u679c\u4e0d\u7406\u60f3\u65f6&#xff0c;\u8fd8\u4f1a\u4ece\u7b2c 6 \u6b65\u56de\u6d41\u5230\u7b2c 3 \u6b65&#xff0c;\u91cd\u65b0\u89c4\u5212\u518d\u6765\u4e00\u8f6e\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260930112515-6abcf19bee675.jpg\" alt=\"Agent \u5b8c\u6574\u95ed\u73af\" \/><\/p>\n<h3>\u4e03\u3001\u4e3b\u6d41\u5b9e\u73b0\u6846\u67b6\u901f\u89c8<\/h3>\n<p>\u7406\u89e3\u4e86\u5e95\u5c42\u539f\u7406&#xff0c;\u518d\u770b\u5404\u5bb6\u6846\u67b6\u5c31\u4e0d\u4f1a\u773c\u82b1\u7f2d\u4e71\u2014\u2014\u5b83\u4eec\u90fd\u662f\u5728\u628a\u4e0a\u9762\u8fd9\u5957\u6a21\u5757\u5c01\u88c5\u5f97\u66f4\u597d\u7528&#xff1a;<\/p>\n<table>\n<tr>\u6846\u67b6\u5b9a\u4f4d\u7279\u70b9<\/tr>\n<tbody>\n<tr>\n<td>LangChain \/ LangGraph<\/td>\n<td>\u901a\u7528 Agent \u7f16\u6392<\/td>\n<td>\u7ec4\u4ef6\u4e30\u5bcc\u3001\u751f\u6001\u5168&#xff1b;LangGraph \u628a&#034;\u5faa\u73af &#043; \u72b6\u6001&#034;\u663e\u5f0f\u753b\u51fa\u6765&#xff0c;\u9002\u5408\u590d\u6742\u53ef\u63a7\u6d41\u7a0b<\/td>\n<\/tr>\n<tr>\n<td>AutoGen<\/td>\n<td>\u591a\u667a\u80fd\u4f53\u534f\u4f5c<\/td>\n<td>\u64c5\u957f\u591a\u4e2a Agent \u4e4b\u95f4\u5bf9\u8bdd\u3001\u5206\u5de5\u3001\u4e92\u76f8\u6821\u9a8c<\/td>\n<\/tr>\n<tr>\n<td>CrewAI<\/td>\n<td>\u89d2\u8272\u5316\u56e2\u961f<\/td>\n<td>\u7528&#034;\u89d2\u8272 &#043; \u4efb\u52a1 &#043; \u56e2\u961f&#034;\u7684\u62bd\u8c61&#xff0c;\u5feb\u901f\u642d\u4e00\u4e2a\u865a\u62df\u534f\u4f5c\u5c0f\u7ec4<\/td>\n<\/tr>\n<tr>\n<td>OpenAI \/ \u5404\u5bb6 Function Calling \u539f\u751f\u80fd\u529b<\/td>\n<td>\u6a21\u578b\u4fa7\u5de5\u5177\u8c03\u7528<\/td>\n<td>\u628a&#034;\u5de5\u5177\u63cf\u8ff0 &#043; \u7ed3\u6784\u5316\u8f93\u51fa&#034;\u6807\u51c6\u5316&#xff0c;\u662f\u6240\u6709\u6846\u67b6\u7684\u5e95\u5c42\u57fa\u77f3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9009\u578b\u5efa\u8bae&#xff1a;\u5148\u628a Function 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