{"id":77025,"date":"2026-02-23T21:41:33","date_gmt":"2026-02-23T13:41:33","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/77025.html"},"modified":"2026-02-23T21:41:33","modified_gmt":"2026-02-23T13:41:33","slug":"2026-%e5%b9%b4-ai-agent-%e5%bc%80%e5%8f%91%e5%bf%85%e5%a4%87%ef%bc%9a10-%e4%b8%aa%e7%bb%8f%e8%bf%87%e5%ae%9e%e6%88%98%e9%aa%8c%e8%af%81%e7%9a%84%e8%ae%be%e8%ae%a1%e6%a8%a1%e5%bc%8f%ef%bc%8c%e5%91%8a","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/77025.html","title":{"rendered":"2026 \u5e74 AI Agent \u5f00\u53d1\u5fc5\u5907\uff1a10 \u4e2a\u7ecf\u8fc7\u5b9e\u6218\u9a8c\u8bc1\u7684\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u544a\u522b Demo \u7ea7\u73a9\u5177\u7cfb\u7edf"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260223134132-699c590c1d9ce.gif\" \/><\/p>\n<p>\u5728 AI Agent \u5168\u9762\u8fdb\u5165\u4f01\u4e1a\u7ea7\u843d\u5730\u6df1\u6c34\u533a\u7684 2026 \u5e74&#xff0c;\u884c\u4e1a\u91cc\u4f9d\u7136\u5b58\u5728\u4e00\u4e2a\u6b8b\u9177\u7684\u73b0\u5b9e&#xff1a;\u8d85\u8fc7 90% \u7684 AI Agent \u9879\u76ee&#xff0c;\u6c38\u8fdc\u505c\u7559\u5728\u4e86 Demo \u9636\u6bb5\u3002\u5f88\u591a\u5de5\u7a0b\u5e08\u80fd\u9760\u51e0\u884c\u4ee3\u7801\u642d\u51fa\u4e00\u4e2a\u80fd\u5bf9\u8bdd\u3001\u80fd\u8c03\u7528\u5de5\u5177\u7684 Agent \u539f\u578b&#xff0c;\u53ef\u4e00\u65e6\u653e\u5230\u771f\u5b9e\u7684\u4e1a\u52a1\u573a\u666f\u4e2d&#xff0c;\u5c31\u4f1a\u51fa\u73b0\u6267\u884c\u5931\u63a7\u3001\u903b\u8f91\u8dd1\u504f\u3001\u9891\u7e41\u5e7b\u89c9\u3001\u65e0\u6cd5\u5904\u7406\u590d\u6742\u4efb\u52a1\u3001\u4e0d\u53ef\u8ffd\u6eaf\u3001\u4e0d\u53ef\u7ba1\u63a7\u7b49\u81f4\u547d\u95ee\u9898\u3002<\/p>\n<p>\u6211\u82b1\u4e86\u6570\u5e74\u65f6\u95f4&#xff0c;\u8e29\u8fc7\u65e0\u6570\u5751&#xff0c;\u624d\u771f\u6b63\u641e\u660e\u767d&#xff1a;\u80fd\u843d\u5730\u7684 AI Agent&#xff0c;\u6838\u5fc3\u4ece\u6765\u4e0d\u662f\u7528\u4e86\u591a\u5f3a\u5927\u7684 LLM&#xff0c;\u800c\u662f\u7528\u5bf9\u4e86\u6b63\u786e\u7684\u8bbe\u8ba1\u6a21\u5f0f\u3002AI Agent \u7684\u5f00\u53d1&#xff0c;\u548c\u8f6f\u4ef6\u5de5\u7a0b\u4e00\u6837&#xff0c;\u6709\u5927\u91cf\u91cd\u590d\u51fa\u73b0\u7684\u5171\u6027\u95ee\u9898&#xff0c;\u800c\u7ecf\u8fc7\u5b9e\u6218\u9a8c\u8bc1\u7684\u8bbe\u8ba1\u6a21\u5f0f&#xff0c;\u5c31\u662f\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\u6210\u719f\u65b9\u6848 \u2014\u2014 \u5b83\u80fd\u8ba9\u4f60\u5c11\u8d70\u51e0\u5e74\u5f2f\u8def&#xff0c;\u7528\u6700\u5c11\u7684\u6210\u672c\u642d\u5efa\u51fa\u7a33\u5b9a\u3001\u53ef\u63a7\u3001\u53ef\u6269\u5c55\u3001\u80fd\u771f\u6b63\u843d\u5730\u7684 Agent \u7cfb\u7edf\u3002<\/p>\n<p>\u672c\u6587\u5c06\u5b8c\u6574\u62c6\u89e3 10 \u4e2a\u5de5\u7a0b\u5e08\u5fc5\u987b\u638c\u63e1\u7684 AI Agent \u8bbe\u8ba1\u6a21\u5f0f&#xff0c;\u4ece\u6838\u5fc3\u539f\u7406\u3001\u9002\u7528\u573a\u666f\u3001\u5b9e\u6218\u4ef7\u503c\u5230\u843d\u5730\u907f\u5751\u6307\u5357&#xff0c;\u5168\u8986\u76d6\u8bb2\u89e3&#xff0c;\u5e2e\u4f60\u4ece \u201c\u4f1a\u642d Demo\u201d \u5347\u7ea7\u4e3a \u201c\u80fd\u505a\u4f01\u4e1a\u7ea7 Agent \u843d\u5730\u201d\u3002<\/p>\n<h3>\u5148\u5398\u6e05\u6838\u5fc3\u8ba4\u77e5&#xff1a;\u8bbe\u8ba1\u6a21\u5f0f&#xff0c;\u662f AI Agent \u4ece\u73a9\u5177\u5230\u751f\u4ea7\u5de5\u5177\u7684\u6838\u5fc3\u5206\u6c34\u5cad<\/h3>\n<p>\u5f88\u591a\u4eba\u5bf9 AI Agent \u7684\u8ba4\u77e5&#xff0c;\u8fd8\u505c\u7559\u5728 \u201cLLM &#043; \u63d0\u793a\u8bcd &#043; \u5de5\u5177\u8c03\u7528\u201d \u7684\u7b80\u5355\u7ec4\u5408\u91cc\u3002\u4f46\u4e8b\u5b9e\u4e0a&#xff0c;\u4e00\u4e2a\u80fd\u5728\u751f\u4ea7\u73af\u5883\u7a33\u5b9a\u8fd0\u884c\u7684 Agent&#xff0c;\u9700\u8981\u89e3\u51b3\u4e00\u7cfb\u5217\u6838\u5fc3\u95ee\u9898&#xff1a;<\/p>\n<ul>\n<li>\u5982\u4f55\u8ba9 Agent \u5904\u7406\u590d\u6742\u7684\u591a\u6b65\u9aa4\u4efb\u52a1&#xff0c;\u800c\u4e0d\u662f\u53ea\u4f1a\u6267\u884c\u5355\u6761\u6307\u4ee4&#xff1f;<\/li>\n<li>\u5982\u4f55\u8ba9 Agent \u7684\u63a8\u7406\u8fc7\u7a0b\u53ef\u8ffd\u6eaf\u3001\u53ef\u89e3\u91ca&#xff0c;\u51cf\u5c11\u5e7b\u89c9\u4e0e\u903b\u8f91\u9519\u8bef&#xff1f;<\/li>\n<li>\u5982\u4f55\u8ba9 Agent \u7a81\u7834\u6587\u672c\u751f\u6210\u7684\u8fb9\u754c&#xff0c;\u548c\u771f\u5b9e\u4e16\u754c\u7684\u7cfb\u7edf\u3001\u5de5\u5177\u5b89\u5168\u4ea4\u4e92&#xff1f;<\/li>\n<li>\u5982\u4f55\u8ba9 Agent \u5b9e\u73b0\u81ea\u6211\u4f18\u5316&#xff0c;\u8d8a\u7528\u8d8a\u597d\u7528&#xff0c;\u800c\u4e0d\u662f\u6bcf\u6b21\u90fd\u4ece\u96f6\u5f00\u59cb&#xff1f;<\/li>\n<li>\u5982\u4f55\u8ba9\u591a Agent \u9ad8\u6548\u534f\u540c&#xff0c;\u5904\u7406\u8de8\u9886\u57df\u7684\u590d\u6742\u4f01\u4e1a\u7ea7\u4efb\u52a1&#xff1f;<\/li>\n<li>\u5982\u4f55\u8ba9 Agent \u7684\u6267\u884c\u8fc7\u7a0b\u53ef\u7ba1\u63a7\u3001\u53ef\u5ba1\u8ba1&#xff0c;\u6ee1\u8db3\u4f01\u4e1a\u7ea7\u7684\u5408\u89c4\u8981\u6c42&#xff1f;<\/li>\n<\/ul>\n<p>\u800c\u672c\u6587\u8981\u8bb2\u7684 10 \u4e2a\u8bbe\u8ba1\u6a21\u5f0f&#xff0c;\u6b63\u662f\u9488\u5bf9\u8fd9\u4e9b\u5171\u6027\u95ee\u9898&#xff0c;\u4ece\u65e0\u6570\u5b9e\u6218\u9879\u76ee\u4e2d\u6c89\u6dc0\u4e0b\u6765\u7684\u6807\u51c6\u5316\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u4eec\u6ca1\u6709\u7edd\u5bf9\u7684\u4f18\u52a3\u4e4b\u5206&#xff0c;\u53ea\u6709\u662f\u5426\u9002\u914d\u573a\u666f\u7684\u533a\u522b \u2014\u2014\u6700\u597d\u7684 Agent&#xff0c;\u6c38\u8fdc\u662f\u591a\u4e2a\u6a21\u5f0f\u7684\u5408\u7406\u7ec4\u5408&#xff1b;\u6700\u5dee\u7684 Agent&#xff0c;\u4e00\u5b9a\u662f\u7528\u9519\u4e86\u6a21\u5f0f\u6765\u5339\u914d\u4e1a\u52a1\u573a\u666f\u3002<\/p>\n<h3>10 \u4e2a AI Agent \u6838\u5fc3\u8bbe\u8ba1\u6a21\u5f0f\u5168\u62c6\u89e3<\/h3>\n<h4>1. ReAct&#xff1a;\u63a8\u7406\u4e0e\u884c\u52a8\u534f\u540c&#xff0c;Agent \u6700\u57fa\u7840\u7684\u6267\u884c\u8303\u5f0f<\/h4>\n<p>ReAct \u5168\u79f0 Reasoning &#043; Action&#xff08;\u63a8\u7406 &#043; \u884c\u52a8&#xff09;&#xff0c;\u662f\u6240\u6709 Agent \u7cfb\u7edf\u7684\u57fa\u7840\u8bbe\u8ba1\u6a21\u5f0f&#xff0c;\u4e5f\u662f\u8ba9 Agent \u4ece \u201c\u88ab\u52a8\u5bf9\u8bdd\u201d \u5347\u7ea7\u4e3a \u201c\u4e3b\u52a8\u6267\u884c\u201d \u7684\u6838\u5fc3\u8d77\u70b9\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>ReAct \u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u6a21\u62df\u4eba\u7c7b\u89e3\u51b3\u95ee\u9898\u7684\u601d\u7ef4\u6a21\u5f0f&#xff1a;\u5148\u601d\u8003&#xff0c;\u540e\u884c\u52a8&#xff0c;\u518d\u6839\u636e\u884c\u52a8\u7ed3\u679c\u7ee7\u7eed\u601d\u8003&#xff0c;\u5faa\u73af\u5f80\u590d\u76f4\u5230\u8fbe\u6210\u76ee\u6807\u3002Agent \u6536\u5230\u4efb\u52a1\u540e&#xff0c;\u4e0d\u4f1a\u76f4\u63a5\u751f\u6210\u7b54\u6848\u6216\u76f2\u76ee\u8c03\u7528\u5de5\u5177&#xff0c;\u800c\u662f\u5148\u901a\u8fc7 LLM \u5b8c\u6210\u63a8\u7406\u73af\u8282&#xff1a;\u660e\u786e\u5f53\u524d\u7684\u4efb\u52a1\u76ee\u6807\u3001\u5df2\u6709\u7684\u4fe1\u606f\u3001\u8fd8\u7f3a\u5c11\u4ec0\u4e48\u4fe1\u606f\u3001\u4e0b\u4e00\u6b65\u9700\u8981\u505a\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48\u8981\u505a\u8fd9\u4e2a\u52a8\u4f5c&#xff1b;\u63a8\u7406\u5b8c\u6210\u540e&#xff0c;\u518d\u8c03\u7528\u5bf9\u5e94\u7684\u5de5\u5177\u6267\u884c\u52a8\u4f5c&#xff1b;\u62ff\u5230\u5de5\u5177\u8fd4\u56de\u7684\u7ed3\u679c\u540e&#xff0c;\u518d\u8fdb\u5165\u4e0b\u4e00\u8f6e\u63a8\u7406&#xff0c;\u5224\u65ad\u4efb\u52a1\u662f\u5426\u5b8c\u6210\u3001\u662f\u5426\u9700\u8981\u8865\u5145\u52a8\u4f5c\u3001\u662f\u5426\u9700\u8981\u8c03\u6574\u7b56\u7565&#xff0c;\u76f4\u5230\u6700\u7ec8\u8fbe\u6210\u76ee\u6807\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u6240\u6709\u9700\u8981\u591a\u6b65\u5de5\u5177\u8c03\u7528\u3001\u903b\u8f91\u63a8\u7406\u3001\u52a8\u6001\u8c03\u6574\u7b56\u7565\u7684\u590d\u6742\u4efb\u52a1&#xff0c;\u662f\u7edd\u5927\u591a\u6570 Agent \u7684\u57fa\u7840\u6267\u884c\u6846\u67b6&#xff0c;\u5178\u578b\u573a\u666f\u5305\u62ec&#xff1a;\u5ba2\u6237\u5de5\u5355\u5168\u6d41\u7a0b\u5904\u7406\u3001\u4e1a\u52a1\u6570\u636e\u5206\u6790\u3001\u4ee3\u7801\u8c03\u8bd5\u4e0e\u6392\u969c\u3001\u591a\u6e90\u4fe1\u606f\u68c0\u7d22\u4e0e\u6574\u5408\u3001\u81ea\u52a8\u5316\u6545\u969c\u6392\u67e5\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u5f7b\u5e95\u6253\u7834\u4e86 LLM \u7684 \u201c\u9ed1\u76d2\u8f93\u51fa\u201d \u95ee\u9898&#xff0c;\u8ba9 Agent \u7684\u6bcf\u4e00\u6b65\u52a8\u4f5c\u90fd\u6709\u5bf9\u5e94\u7684\u63a8\u7406\u4f9d\u636e&#xff0c;\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u8ffd\u6eaf\u6027\u6781\u5f3a&#xff1b;<\/li>\n<li>\u5927\u5e45\u51cf\u5c11\u5e7b\u89c9&#xff0c;\u6240\u6709\u7684\u52a8\u4f5c\u90fd\u57fa\u4e8e\u63a8\u7406\u4e0e\u5de5\u5177\u8fd4\u56de\u7684\u771f\u5b9e\u7ed3\u679c&#xff0c;\u800c\u975e LLM \u7684\u51ed\u7a7a\u7f16\u9020&#xff1b;<\/li>\n<li>\u5177\u5907\u52a8\u6001\u8c03\u6574\u80fd\u529b&#xff0c;\u80fd\u6839\u636e\u5de5\u5177\u6267\u884c\u7684\u7ed3\u679c&#xff0c;\u5b9e\u65f6\u8c03\u6574\u6267\u884c\u7b56\u7565&#xff0c;\u5e94\u5bf9\u6267\u884c\u8fc7\u7a0b\u4e2d\u7684\u5f02\u5e38\u4e0e\u53d8\u5316\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u63a7\u5236\u63a8\u7406\u7684\u7c92\u5ea6&#xff1a;\u63a8\u7406\u6b65\u9aa4\u4e0d\u80fd\u592a\u7c97&#xff0c;\u5426\u5219\u4f1a\u51fa\u73b0\u903b\u8f91\u8df3\u8dc3\u3001\u52a8\u4f5c\u5931\u63a7&#xff1b;\u4e5f\u4e0d\u80fd\u592a\u7ec6&#xff0c;\u5426\u5219\u4f1a\u9677\u5165\u65e0\u6548\u7684\u5faa\u73af\u63a8\u7406&#xff0c;\u5bfc\u81f4\u6267\u884c\u6548\u7387\u6781\u4f4e&#xff1b;<\/li>\n<li>\u660e\u786e\u63a8\u7406\u7684\u683c\u5f0f\u89c4\u8303&#xff1a;\u901a\u8fc7\u63d0\u793a\u8bcd\u56fa\u5b9a\u63a8\u7406\u7684\u8f93\u51fa\u7ed3\u6784&#xff08;\u6bd4\u5982\u601d\u8003\u3001\u884c\u52a8\u3001\u89c2\u5bdf\u3001\u7ed3\u8bba&#xff09;&#xff0c;\u907f\u514d LLM \u7684\u63a8\u7406\u5185\u5bb9\u6df7\u4e71&#xff0c;\u65e0\u6cd5\u89e3\u6790\u51fa\u5bf9\u5e94\u7684\u52a8\u4f5c&#xff1b;<\/li>\n<li>\u8bbe\u5b9a\u6700\u5927\u5faa\u73af\u8f6e\u6b21&#xff1a;\u907f\u514d Agent \u9677\u5165\u65e0\u9650\u7684\u63a8\u7406 &#8211; \u884c\u52a8\u5faa\u73af&#xff0c;\u51fa\u73b0\u4efb\u52a1\u5361\u6b7b\u7684\u95ee\u9898\u3002<\/li>\n<\/ul>\n<h4>2. Chain of Thought&#xff08;CoT&#xff0c;\u601d\u7ef4\u94fe&#xff09;&#xff1a;\u590d\u6742\u63a8\u7406\u7684\u5e95\u5c42\u57fa\u77f3<\/h4>\n<p>\u601d\u7ef4\u94fe\u662f\u63d0\u5347 Agent \u63a8\u7406\u80fd\u529b\u7684\u6838\u5fc3\u6a21\u5f0f&#xff0c;\u4e5f\u662f ReAct \u6a21\u5f0f\u4e2d \u201c\u63a8\u7406\u73af\u8282\u201d \u7684\u6838\u5fc3\u652f\u6491&#xff0c;\u5f88\u591a\u4eba\u4f1a\u628a\u5b83\u548c ReAct \u6df7\u6dc6&#xff0c;\u4f46\u4e8c\u8005\u7684\u5b9a\u4f4d\u5b8c\u5168\u4e0d\u540c&#xff1a;ReAct \u662f \u201c\u63a8\u7406 &#043; \u884c\u52a8\u201d \u7684\u5168\u6d41\u7a0b\u8303\u5f0f&#xff0c;\u800c CoT \u662f\u4e13\u95e8\u89e3\u51b3 LLM \u590d\u6742\u63a8\u7406\u95ee\u9898\u7684\u6a21\u5f0f\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>CoT \u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u5f15\u5bfc LLM \u628a\u590d\u6742\u7684\u63a8\u7406\u95ee\u9898&#xff0c;\u62c6\u89e3\u4e3a\u4e00\u6b65\u6b65\u3001\u53ef\u8ffd\u6eaf\u7684\u4e2d\u95f4\u903b\u8f91\u6b65\u9aa4&#xff0c;\u5c31\u50cf\u4eba\u7c7b\u505a\u6570\u5b66\u9898\u65f6\u7684\u6f14\u7b97\u8fc7\u7a0b \u2014\u2014 \u4e0d\u662f\u76f4\u63a5\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848&#xff0c;\u800c\u662f\u628a\u6a21\u7cca\u7684\u590d\u6742\u95ee\u9898&#xff0c;\u62c6\u89e3\u4e3a\u591a\u4e2a\u7b80\u5355\u7684\u3001\u53ef\u89e3\u51b3\u7684\u5c0f\u95ee\u9898&#xff0c;\u4e00\u6b65\u6b65\u63a8\u5bfc\u5f97\u51fa\u7ed3\u8bba\u3002\u6700\u7b80\u5355\u7684\u5b9e\u73b0\u65b9\u5f0f&#xff0c;\u5c31\u662f\u5728\u63d0\u793a\u8bcd\u4e2d\u52a0\u5165\u4e00\u53e5\u6838\u5fc3\u6307\u4ee4&#xff1a;\u201c\u5728\u7ed9\u51fa\u7b54\u6848\u4e4b\u524d&#xff0c;\u8bf7\u4e00\u6b65\u6b65\u8be6\u7ec6\u8bf4\u660e\u4f60\u7684\u63a8\u7406\u8fc7\u7a0b\u201d&#xff1b;\u66f4\u8fdb\u9636\u7684\u65b9\u5f0f&#xff0c;\u662f\u901a\u8fc7 Few-shot \u5c11\u6837\u672c\u793a\u4f8b&#xff0c;\u7ed9 LLM \u5c55\u793a\u6807\u51c6\u7684\u601d\u7ef4\u94fe\u683c\u5f0f&#xff0c;\u5f15\u5bfc\u5b83\u8f93\u51fa\u7b26\u5408\u8981\u6c42\u7684\u63a8\u7406\u6b65\u9aa4\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u6240\u6709\u9700\u8981\u5f3a\u903b\u8f91\u63a8\u7406\u7684\u573a\u666f&#xff0c;\u5305\u62ec\u6570\u5b66\u8ba1\u7b97\u3001\u4ee3\u7801\u7f16\u5199\u3001\u4e1a\u52a1\u903b\u8f91\u5224\u65ad\u3001\u590d\u6742\u95ee\u9898\u5206\u6790\u3001\u5408\u89c4\u6027\u6821\u9a8c\u3001\u56e0\u679c\u5173\u7cfb\u63a8\u5bfc\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u5927\u5e45\u63d0\u5347 LLM \u5728\u590d\u6742\u4efb\u52a1\u4e2d\u7684\u63a8\u7406\u51c6\u786e\u7387&#xff0c;\u51cf\u5c11\u903b\u8f91\u9519\u8bef\u4e0e\u5e7b\u89c9&#xff1b;<\/li>\n<li>\u8ba9 LLM \u7684\u63a8\u7406\u8fc7\u7a0b\u5b8c\u5168\u900f\u660e&#xff0c;\u51fa\u9519\u65f6\u80fd\u5feb\u901f\u5b9a\u4f4d\u5230\u54ea\u4e00\u6b65\u63a8\u7406\u51fa\u73b0\u4e86\u504f\u5dee&#xff0c;\u800c\u975e\u9762\u5bf9\u4e00\u4e2a\u9519\u8bef\u7684\u9ed1\u76d2\u7b54\u6848&#xff1b;<\/li>\n<li>\u80fd\u9002\u914d\u66f4\u590d\u6742\u7684\u591a\u8df3\u903b\u8f91\u95ee\u9898&#xff0c;\u7a81\u7834 LLM \u7684\u5355\u8f6e\u63a8\u7406\u80fd\u529b\u8fb9\u754c\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u5fc5\u987b\u642d\u914d\u5c11\u6837\u672c\u793a\u4f8b&#xff1a;\u7a7a\u6cdb\u7684\u601d\u7ef4\u94fe\u6307\u4ee4&#xff0c;\u6548\u679c\u8fdc\u4e0d\u5982\u7ed9 2-3 \u4e2a\u6807\u51c6\u7684\u601d\u7ef4\u94fe\u793a\u4f8b&#xff0c;\u793a\u4f8b\u8981\u8d34\u5408\u4f60\u7684\u4e1a\u52a1\u573a\u666f&#xff0c;\u624d\u80fd\u5f15\u5bfc LLM \u8f93\u51fa\u7b26\u5408\u8981\u6c42\u7684\u63a8\u7406\u6b65\u9aa4&#xff1b;<\/li>\n<li>\u907f\u514d\u9519\u8bef\u7684\u63a8\u7406\u5f15\u5bfc&#xff1a;\u793a\u4f8b\u4e2d\u7684\u63a8\u7406\u6b65\u9aa4\u5fc5\u987b\u4e25\u8c28\u3001\u65e0\u903b\u8f91\u9519\u8bef&#xff0c;\u5426\u5219 LLM \u4f1a\u6a21\u4eff\u9519\u8bef\u7684\u63a8\u7406\u6a21\u5f0f&#xff0c;\u5bfc\u81f4\u7ed3\u679c\u504f\u5dee&#xff1b;<\/li>\n<li>\u9002\u914d\u4e1a\u52a1\u573a\u666f\u7684\u63a8\u7406\u7ef4\u5ea6&#xff1a;\u9488\u5bf9\u4f60\u7684\u4e1a\u52a1\u573a\u666f&#xff0c;\u660e\u786e\u601d\u7ef4\u94fe\u9700\u8981\u8986\u76d6\u7684\u7ef4\u5ea6&#xff0c;\u6bd4\u5982\u5408\u540c\u5ba1\u6838\u573a\u666f&#xff0c;\u8981\u5f15\u5bfc LLM \u4ece\u5408\u89c4\u6027\u3001\u5b8c\u6574\u6027\u3001\u98ce\u9669\u70b9\u3001\u6743\u8d23\u5212\u5206\u7b49\u7ef4\u5ea6\u4e00\u6b65\u6b65\u63a8\u7406\u3002<\/li>\n<\/ul>\n<h4>3. Task Decomposition&#xff08;\u4efb\u52a1\u62c6\u89e3&#xff09;&#xff1a;\u590d\u6742\u4efb\u52a1\u7684\u7834\u5c40\u6838\u5fc3<\/h4>\n<p>\u7edd\u5927\u591a\u6570 Agent \u5728\u590d\u6742\u4efb\u52a1\u4e2d\u5931\u63a7&#xff0c;\u6839\u6e90\u90fd\u662f\u6ca1\u6709\u505a\u597d\u4efb\u52a1\u62c6\u89e3 \u2014\u2014 \u76f4\u63a5\u8ba9 Agent \u5904\u7406\u4e00\u4e2a\u6a21\u7cca\u3001\u5e9e\u5927\u7684\u76ee\u6807&#xff0c;\u6700\u7ec8\u5fc5\u7136\u4f1a\u51fa\u73b0\u903b\u8f91\u6df7\u4e71\u3001\u6267\u884c\u8dd1\u504f\u3001\u76ee\u6807\u9057\u6f0f\u7684\u95ee\u9898\u3002\u4efb\u52a1\u62c6\u89e3\u6a21\u5f0f&#xff0c;\u5c31\u662f\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u6838\u5fc3\u65b9\u6848\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>\u4efb\u52a1\u62c6\u89e3\u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u501f\u9274\u8f6f\u4ef6\u5de5\u7a0b\u4e2d\u7684 WBS&#xff08;\u5de5\u4f5c\u5206\u89e3\u7ed3\u6784&#xff09;\u601d\u60f3&#xff0c;\u8ba9 Agent \u628a\u4e00\u4e2a\u6a21\u7cca\u3001\u590d\u6742\u3001\u4e0d\u53ef\u63a7\u7684\u5927\u76ee\u6807&#xff0c;\u62c6\u89e3\u4e3a\u591a\u4e2a\u5355\u4e00\u804c\u8d23\u3001\u53ef\u6267\u884c\u3001\u53ef\u9a8c\u8bc1\u3001\u65e0\u5faa\u73af\u4f9d\u8d56\u7684\u5b50\u4efb\u52a1&#xff0c;\u540c\u65f6\u660e\u786e\u6bcf\u4e2a\u5b50\u4efb\u52a1\u7684\u76ee\u6807\u3001\u8f93\u5165\u8f93\u51fa\u3001\u4f9d\u8d56\u5173\u7cfb\u3001\u6267\u884c\u987a\u5e8f&#xff0c;\u6700\u7ec8\u901a\u8fc7\u9010\u4e2a\u5b8c\u6210\u5b50\u4efb\u52a1&#xff0c;\u8fbe\u6210\u6700\u7ec8\u7684\u5927\u76ee\u6807\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u7aef\u5230\u7aef\u7684\u590d\u6742\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316&#xff0c;\u6bd4\u5982\u5ba2\u6237\u5168\u6d41\u7a0b\u5165\u804c\u3001\u4ea7\u54c1 PRD \u5168\u6d41\u7a0b\u64b0\u5199\u3001\u9879\u76ee\u5168\u5468\u671f\u7ba1\u7406\u3001\u7535\u5546\u8425\u9500\u5168\u94fe\u8def\u6267\u884c\u3001\u8d22\u52a1\u6708\u7ed3\u5168\u6d41\u7a0b\u5904\u7406&#xff0c;\u662f\u4f01\u4e1a\u7ea7 Agent \u843d\u5730\u7684\u5fc5\u5907\u6a21\u5f0f\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u628a\u4e0d\u53ef\u63a7\u7684\u590d\u6742\u4efb\u52a1&#xff0c;\u8f6c\u5316\u4e3a\u591a\u4e2a\u53ef\u63a7\u7684\u7b80\u5355\u5b50\u4efb\u52a1&#xff0c;\u5927\u5e45\u63d0\u5347\u590d\u6742\u4efb\u52a1\u7684\u6267\u884c\u6210\u529f\u7387&#xff1b;<\/li>\n<li>\u8ba9\u4efb\u52a1\u7684\u6267\u884c\u8fc7\u7a0b\u53ef\u8ffd\u8e2a\u3001\u53ef\u6821\u9a8c&#xff0c;\u6bcf\u4e2a\u5b50\u4efb\u52a1\u90fd\u6709\u660e\u786e\u7684\u9a8c\u6536\u6807\u51c6&#xff0c;\u51fa\u73b0\u95ee\u9898\u80fd\u5feb\u901f\u5b9a\u4f4d\u5230\u5177\u4f53\u73af\u8282&#xff1b;<\/li>\n<li>\u4e3a\u540e\u7eed\u7684\u5e76\u884c\u6267\u884c\u3001\u591a Agent \u534f\u540c\u6253\u4e0b\u57fa\u7840&#xff0c;\u62c6\u89e3\u540e\u7684\u5b50\u4efb\u52a1\u53ef\u4ee5\u5206\u914d\u7ed9\u4e0d\u540c\u7684\u6267\u884c\u5355\u5143\u5e76\u884c\u5904\u7406\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u62c6\u89e3\u7684\u6838\u5fc3\u539f\u5219&#xff1a;MECE&#xff08;\u76f8\u4e92\u72ec\u7acb\u3001\u5b8c\u5168\u7a77\u5c3d&#xff09;&#xff0c;\u5b50\u4efb\u52a1\u4e4b\u95f4\u4e0d\u80fd\u6709\u804c\u8d23\u91cd\u53e0&#xff0c;\u540c\u65f6\u8981\u5b8c\u5168\u8986\u76d6\u6700\u7ec8\u76ee\u6807\u7684\u6240\u6709\u8981\u6c42&#xff1b;<\/li>\n<li>\u63a7\u5236\u62c6\u89e3\u7684\u7c92\u5ea6&#xff1a;\u5b50\u4efb\u52a1\u5fc5\u987b\u505a\u5230 \u201c\u5355\u4e00\u804c\u8d23\u3001\u53ef\u72ec\u7acb\u9a8c\u8bc1\u201d&#xff0c;\u7c92\u5ea6\u8fc7\u7c97\u4f1a\u5bfc\u81f4\u5b50\u4efb\u52a1\u4f9d\u7136\u4e0d\u53ef\u63a7&#xff0c;\u7c92\u5ea6\u8fc7\u7ec6\u4f1a\u5bfc\u81f4\u4efb\u52a1\u6570\u91cf\u7206\u70b8&#xff0c;\u6267\u884c\u6548\u7387\u6781\u4f4e&#xff1b;<\/li>\n<li>\u660e\u786e\u4f9d\u8d56\u5173\u7cfb&#xff1a;\u62c6\u89e3\u65f6\u5fc5\u987b\u68b3\u7406\u6e05\u695a\u5b50\u4efb\u52a1\u4e4b\u95f4\u7684\u524d\u7f6e\u4f9d\u8d56&#xff0c;\u907f\u514d\u51fa\u73b0\u5faa\u73af\u4f9d\u8d56&#xff0c;\u5bfc\u81f4\u4efb\u52a1\u65e0\u6cd5\u6267\u884c\u3002<\/li>\n<\/ul>\n<h4>4. Parallel Execution&#xff08;\u5e76\u884c\u6267\u884c&#xff09;&#xff1a;Agent \u6548\u7387\u63d0\u5347\u7684\u6838\u5fc3\u65b9\u6848<\/h4>\n<p>\u5f53\u4efb\u52a1\u62c6\u89e3\u540e\u51fa\u73b0\u5927\u91cf\u65e0\u4f9d\u8d56\u7684\u5b50\u4efb\u52a1\u65f6&#xff0c;\u4e32\u884c\u4e00\u6b65\u6b65\u6267\u884c\u4f1a\u5bfc\u81f4\u6548\u7387\u6781\u4f4e&#xff0c;\u800c\u5e76\u884c\u6267\u884c\u6a21\u5f0f&#xff0c;\u5c31\u662f\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u6838\u5fc3\u65b9\u6848&#xff0c;\u80fd\u8ba9 Agent \u7684\u6267\u884c\u6548\u7387\u5b9e\u73b0\u6307\u6570\u7ea7\u63d0\u5347\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>\u5e76\u884c\u6267\u884c\u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u5728\u4efb\u52a1\u62c6\u89e3\u5b8c\u6210\u540e&#xff0c;\u8bc6\u522b\u51fa\u65e0\u524d\u7f6e\u4f9d\u8d56\u3001\u4e92\u4e0d\u5f71\u54cd\u7684\u5b50\u4efb\u52a1&#xff0c;\u5c06\u5b83\u4eec\u5206\u914d\u7ed9\u591a\u4e2a\u5b50 Agent \/ \u591a\u7ebf\u7a0b \/ \u591a\u8fdb\u7a0b\u540c\u65f6\u6267\u884c&#xff0c;\u6240\u6709\u5b50\u4efb\u52a1\u6267\u884c\u5b8c\u6210\u540e&#xff0c;\u518d\u7531\u4e3b Agent \u7edf\u4e00\u6c47\u603b\u7ed3\u679c\u3001\u5b8c\u6210\u6700\u7ec8\u7684\u6574\u5408\u5904\u7406\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u53ef\u5e76\u884c\u5316\u7684\u6279\u91cf\u4efb\u52a1&#xff0c;\u6bd4\u5982\u591a\u6587\u6863\u6279\u91cf\u5904\u7406\u4e0e\u5206\u6790\u3001\u591a\u6e90\u6570\u636e\u5e76\u884c\u68c0\u7d22\u4e0e\u6574\u5408\u3001\u65e0\u4f9d\u8d56\u7684\u591a\u5185\u5bb9\u6279\u91cf\u751f\u6210\u3001\u591a\u7ef4\u5ea6\u7684\u5e76\u884c\u6570\u636e\u6821\u9a8c\u3001\u5927\u89c4\u6a21\u7528\u6237\u53cd\u9988\u6279\u91cf\u5206\u6790\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u5927\u5e45\u7f29\u77ed\u4efb\u52a1\u6267\u884c\u65f6\u95f4&#xff0c;\u5c24\u5176\u662f\u6279\u91cf\u5904\u7406\u573a\u666f&#xff0c;\u80fd\u628a\u6570\u5c0f\u65f6\u7684\u4e32\u884c\u6267\u884c&#xff0c;\u538b\u7f29\u5230\u51e0\u5206\u949f\u5185\u5b8c\u6210&#xff1b;<\/li>\n<li>\u5b9e\u73b0\u4efb\u52a1\u7684\u89e3\u8026\u6267\u884c&#xff0c;\u5355\u4e2a\u5b50\u4efb\u52a1\u6267\u884c\u5931\u8d25&#xff0c;\u4e0d\u4f1a\u5f71\u54cd\u5176\u4ed6\u5b50\u4efb\u52a1\u7684\u6267\u884c&#xff0c;\u907f\u514d\u51fa\u73b0 \u201c\u4e00\u4e2a\u73af\u8282\u51fa\u9519&#xff0c;\u6574\u4e2a\u4efb\u52a1\u5361\u6b7b\u201d \u7684\u95ee\u9898&#xff1b;<\/li>\n<li>\u5145\u5206\u5229\u7528\u7b97\u529b\u8d44\u6e90&#xff0c;\u5b9e\u73b0\u591a\u6a21\u578b\u3001\u591a\u5de5\u5177\u7684\u5e76\u884c\u8c03\u5ea6&#xff0c;\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u4e25\u683c\u6821\u9a8c\u4f9d\u8d56\u5173\u7cfb&#xff1a;\u53ea\u6709\u5b8c\u5168\u65e0\u4f9d\u8d56\u7684\u5b50\u4efb\u52a1\u624d\u80fd\u5e76\u884c\u6267\u884c&#xff0c;\u6709\u524d\u7f6e\u4f9d\u8d56\u7684\u4efb\u52a1\u7edd\u5bf9\u4e0d\u80fd\u5e76\u884c&#xff0c;\u5426\u5219\u4f1a\u51fa\u73b0\u6570\u636e\u7f3a\u5931\u3001\u903b\u8f91\u9519\u8bef\u7684\u95ee\u9898&#xff1b;<\/li>\n<li>\u5b8c\u5584\u7684\u5f02\u5e38\u5904\u7406\u673a\u5236&#xff1a;\u5fc5\u987b\u4e3a\u6bcf\u4e2a\u5e76\u884c\u5b50\u4efb\u52a1\u8bbe\u7f6e\u72ec\u7acb\u7684\u5f02\u5e38\u6355\u83b7\u3001\u91cd\u8bd5\u3001\u964d\u7ea7\u65b9\u6848&#xff0c;\u5355\u4e2a\u5b50\u4efb\u52a1\u5931\u8d25\u4e0d\u80fd\u5f71\u54cd\u6574\u4f53\u4efb\u52a1\u7684\u6267\u884c&#xff0c;\u540c\u65f6\u8981\u660e\u786e\u6807\u8bb0\u5931\u8d25\u7684\u5b50\u4efb\u52a1&#xff0c;\u65b9\u4fbf\u540e\u7eed\u5904\u7406&#xff1b;<\/li>\n<li>\u505a\u597d\u5e76\u53d1\u7ba1\u63a7&#xff1a;\u6839\u636e LLM API \u7684\u9650\u6d41\u89c4\u5219\u3001\u5de5\u5177\u7684\u5e76\u53d1\u627f\u8f7d\u80fd\u529b&#xff0c;\u8bbe\u7f6e\u5408\u7406\u7684\u5e76\u884c\u6570&#xff0c;\u907f\u514d\u89e6\u53d1\u9650\u6d41\u3001\u5bfc\u81f4\u4efb\u52a1\u5927\u9762\u79ef\u5931\u8d25\u3002<\/li>\n<\/ul>\n<h4>5. Function Calling&#xff08;\u51fd\u6570\u8c03\u7528&#xff09;&#xff1a;Agent \u8fde\u63a5\u771f\u5b9e\u4e16\u754c\u7684 \u201c\u624b\u811a\u201d<\/h4>\n<p>\u5982\u679c\u8bf4 LLM \u662f Agent \u7684\u5927\u8111&#xff0c;\u90a3\u4e48 Function Calling&#xff08;\u51fd\u6570\u8c03\u7528&#xff09;\u5c31\u662f Agent \u7684\u624b\u811a \u2014\u2014 \u5b83\u8ba9 Agent \u5f7b\u5e95\u7a81\u7834\u4e86\u6587\u672c\u751f\u6210\u7684\u8fb9\u754c&#xff0c;\u80fd\u548c\u771f\u5b9e\u4e16\u754c\u7684\u7cfb\u7edf\u3001\u5de5\u5177\u3001\u6570\u636e\u4ea4\u4e92&#xff0c;\u5b8c\u6210\u5b9e\u9645\u7684\u4e1a\u52a1\u52a8\u4f5c&#xff0c;\u662f\u6240\u6709\u80fd\u843d\u5730\u7684 Agent \u5fc5\u5907\u7684\u6838\u5fc3\u6a21\u5f0f\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>\u51fd\u6570\u8c03\u7528\u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u63d0\u524d\u7ed9 LLM \u5b9a\u4e49\u597d\u6807\u51c6\u5316\u7684\u5de5\u5177 \/ \u51fd\u6570\u89c4\u8303&#xff0c;\u5305\u62ec\u51fd\u6570\u540d\u79f0\u3001\u529f\u80fd\u63cf\u8ff0\u3001\u5165\u53c2\u5b9a\u4e49\u3001\u51fa\u53c2\u683c\u5f0f\u3001\u5f02\u5e38\u5904\u7406\u89c4\u5219&#xff1b;LLM \u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d&#xff0c;\u4f1a\u81ea\u4e3b\u5224\u65ad \u201c\u662f\u5426\u9700\u8981\u8c03\u7528\u5de5\u5177\u3001\u8c03\u7528\u54ea\u4e2a\u5de5\u5177\u3001\u9700\u8981\u4f20\u5165\u4ec0\u4e48\u53c2\u6570\u201d&#xff0c;\u89e3\u6790\u51fa\u6807\u51c6\u5316\u7684\u8c03\u7528\u53c2\u6570\u540e&#xff0c;\u7531 Agent \u6267\u884c\u5668\u5b8c\u6210\u51fd\u6570\u8c03\u7528&#xff0c;\u518d\u628a\u6267\u884c\u7ed3\u679c\u8fd4\u56de\u7ed9 LLM&#xff0c;\u8fdb\u5165\u4e0b\u4e00\u8f6e\u63a8\u7406\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u6240\u6709\u9700\u8981\u548c\u5916\u90e8\u7cfb\u7edf \/ \u5de5\u5177\u4ea4\u4e92\u7684\u573a\u666f&#xff0c;\u662f Agent \u843d\u5730\u7684\u57fa\u7840\u80fd\u529b&#xff0c;\u5178\u578b\u573a\u666f\u5305\u62ec&#xff1a;\u6570\u636e\u5e93\u67e5\u8be2\u4e0e\u5199\u5165\u3001\u7b2c\u4e09\u65b9 API \u8c03\u7528\u3001\u90ae\u4ef6 \/ \u6d88\u606f\u53d1\u9001\u3001\u6587\u4ef6\u8bfb\u5199\u4e0e\u5904\u7406\u3001\u4ee3\u7801\u6267\u884c\u3001\u7cfb\u7edf\u547d\u4ee4\u64cd\u4f5c\u3001\u4e1a\u52a1\u7cfb\u7edf\u6570\u636e\u8bfb\u5199\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u8ba9 Agent \u4ece \u201c\u53ea\u80fd\u8bf4\u201d \u5347\u7ea7\u4e3a \u201c\u80fd\u505a\u201d&#xff0c;\u7a81\u7834\u4e86 LLM \u7684\u6587\u672c\u751f\u6210\u8fb9\u754c&#xff0c;\u80fd\u5b8c\u6210\u771f\u5b9e\u7684\u4e1a\u52a1\u52a8\u4f5c&#xff1b;<\/li>\n<li>\u5b9e\u73b0\u4e86\u80fd\u529b\u7684\u65e0\u9650\u6269\u5c55&#xff0c;\u53ea\u8981\u80fd\u5c01\u88c5\u4e3a\u6807\u51c6\u5316\u51fd\u6570&#xff0c;\u4efb\u4f55\u7cfb\u7edf\u3001\u4efb\u4f55\u5de5\u5177\u7684\u80fd\u529b&#xff0c;\u90fd\u80fd\u88ab Agent \u81ea\u4e3b\u8c03\u7528&#xff1b;<\/li>\n<li>\u8ba9 LLM \u7684\u80fd\u529b\u548c\u4e1a\u52a1\u7cfb\u7edf\u6df1\u5ea6\u878d\u5408&#xff0c;\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u51fd\u6570\u5b9a\u4e49\u5fc5\u987b\u7cbe\u51c6\u3001\u65e0\u6b67\u4e49&#xff1a;\u51fd\u6570\u7684\u529f\u80fd\u63cf\u8ff0\u3001\u5165\u53c2\u5b9a\u4e49\u5fc5\u987b\u6e05\u6670\u3001\u4e25\u8c28&#xff0c;\u907f\u514d LLM \u51fa\u73b0\u8c03\u7528\u9519\u8bef&#xff0c;\u540c\u65f6\u8981\u660e\u786e\u5fc5\u586b\u53c2\u6570\u548c\u9009\u586b\u53c2\u6570&#xff0c;\u51cf\u5c11\u8c03\u7528\u5931\u8d25\u7684\u6982\u7387&#xff1b;<\/li>\n<li>\u4e25\u683c\u7684\u6743\u9650\u7ba1\u63a7&#xff1a;\u9075\u5faa\u6700\u5c0f\u6743\u9650\u539f\u5219&#xff0c;\u53ea\u7ed9 Agent \u5f00\u653e\u5b8c\u6210\u4efb\u52a1\u5fc5\u987b\u7684\u51fd\u6570\u6743\u9650&#xff0c;\u7edd\u5bf9\u7981\u6b62\u5f00\u653e\u9ad8\u98ce\u9669\u7684\u5168\u91cf\u64cd\u4f5c\u6743\u9650&#xff0c;\u6bd4\u5982\u6570\u636e\u5e93\u5220\u9664\u3001\u7cfb\u7edf\u547d\u4ee4\u5168\u91cf\u6267\u884c\u7b49&#xff1b;<\/li>\n<li>\u5b8c\u5584\u7684\u53c2\u6570\u6821\u9a8c\u4e0e\u5f02\u5e38\u5904\u7406&#xff1a;\u51fd\u6570\u6267\u884c\u524d\u5fc5\u987b\u6821\u9a8c\u5165\u53c2\u7684\u5408\u6cd5\u6027&#xff0c;\u907f\u514d\u975e\u6cd5\u53c2\u6570\u5bfc\u81f4\u7684\u7cfb\u7edf\u6545\u969c&#xff1b;\u6267\u884c\u8fc7\u7a0b\u4e2d\u5fc5\u987b\u6355\u83b7\u5f02\u5e38&#xff0c;\u7ed9 LLM \u8fd4\u56de\u6e05\u6670\u7684\u9519\u8bef\u4fe1\u606f&#xff0c;\u65b9\u4fbf\u5b83\u8c03\u6574\u7b56\u7565\u91cd\u65b0\u8c03\u7528&#xff1b;<\/li>\n<li>\u5168\u94fe\u8def\u5ba1\u8ba1\u65e5\u5fd7&#xff1a;\u5fc5\u987b\u8bb0\u5f55\u6bcf\u4e00\u6b21\u51fd\u6570\u8c03\u7528\u7684\u65f6\u95f4\u3001\u8c03\u7528\u8005\u3001\u5165\u53c2\u3001\u6267\u884c\u7ed3\u679c\u3001\u5f02\u5e38\u4fe1\u606f&#xff0c;\u6ee1\u8db3\u53ef\u8ffd\u6eaf\u3001\u53ef\u5ba1\u8ba1\u7684\u8981\u6c42&#xff0c;\u8fd9\u662f\u4f01\u4e1a\u7ea7\u843d\u5730\u7684\u5fc5\u5907\u8981\u6c42\u3002<\/li>\n<\/ul>\n<h4>6. Agent Handoff&#xff08;\u667a\u80fd\u4f53\u4ea4\u63a5&#xff09;&#xff1a;\u591a Agent \u534f\u540c\u7684\u6838\u5fc3\u8303\u5f0f<\/h4>\n<p>\u5f53\u4e1a\u52a1\u573a\u666f\u8de8\u591a\u4e2a\u4e13\u4e1a\u9886\u57df\u3001\u9700\u8981\u591a\u79cd\u4e13\u4e1a\u80fd\u529b\u65f6&#xff0c;\u5355\u4e00 Agent \u5f88\u96be\u505a\u5230\u5168\u573a\u666f\u7cbe\u901a&#xff0c;\u800c Agent Handoff&#xff08;\u667a\u80fd\u4f53\u4ea4\u63a5&#xff09;\u6a21\u5f0f&#xff0c;\u5c31\u662f\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u6838\u5fc3\u65b9\u6848&#xff0c;\u4e5f\u662f\u4f01\u4e1a\u7ea7\u591a Agent \u7cfb\u7edf\u7684\u6838\u5fc3\u8bbe\u8ba1\u8303\u5f0f\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>Agent Handoff \u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f \u201c\u4e13\u4e1a\u7684\u4e8b\u4ea4\u7ed9\u4e13\u4e1a\u7684 Agent \u505a\u201d&#xff1a;\u642d\u5efa\u4e00\u4e2a\u4e3b Agent&#xff08;\u8c03\u5ea6\u5668&#xff09;&#043; \u591a\u4e2a\u4e13\u7528\u5b50 Agent \u7684\u67b6\u6784&#xff0c;\u6bcf\u4e2a\u5b50 Agent \u53ea\u4e13\u6ce8\u4e8e\u4e00\u4e2a\u7279\u5b9a\u7684\u4e13\u4e1a\u9886\u57df&#xff08;\u6bd4\u5982\u8d22\u52a1 Agent\u3001\u6cd5\u52a1 Agent\u3001\u7814\u53d1 Agent\u3001\u5ba2\u670d Agent&#xff09;&#xff0c;\u5177\u5907\u4e13\u5c5e\u7684\u63d0\u793a\u8bcd\u3001\u5de5\u5177\u3001\u77e5\u8bc6\u5e93\u4e0e\u80fd\u529b\u8fb9\u754c&#xff1b;\u4e3b Agent \u6536\u5230\u590d\u6742\u4efb\u52a1\u540e&#xff0c;\u5148\u5b8c\u6210\u4efb\u52a1\u62c6\u89e3&#xff0c;\u518d\u628a\u5bf9\u5e94\u7684\u5b50\u4efb\u52a1\u4ea4\u63a5\u7ed9\u5339\u914d\u7684\u5b50 Agent \u5904\u7406&#xff0c;\u5b50 Agent \u5b8c\u6210\u4efb\u52a1\u540e&#xff0c;\u628a\u7ed3\u679c\u8fd4\u56de\u7ed9\u4e3b Agent&#xff0c;\u7531\u4e3b Agent \u5b8c\u6210\u6700\u7ec8\u7684\u6c47\u603b\u3001\u6821\u9a8c\u4e0e\u8f93\u51fa\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u8de8\u9886\u57df\u3001\u8de8\u90e8\u95e8\u7684\u590d\u6742\u4f01\u4e1a\u7ea7\u4efb\u52a1&#xff0c;\u6bd4\u5982\u5408\u540c\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u3001\u8de8\u90e8\u95e8\u9879\u76ee\u534f\u540c\u3001\u5168\u94fe\u8def\u5ba2\u6237\u670d\u52a1\u3001\u591a\u4e13\u4e1a\u9886\u57df\u7684\u5185\u5bb9\u521b\u4f5c\u3001\u4f01\u4e1a\u7ea7\u7ecf\u8425\u5206\u6790\u62a5\u544a\u751f\u6210\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u5b9e\u73b0\u4e86\u4e13\u4e1a\u5206\u5de5&#xff0c;\u6bcf\u4e2a\u5b50 Agent \u53ea\u4e13\u6ce8\u81ea\u5df1\u7684\u9886\u57df&#xff0c;\u80fd\u901a\u8fc7\u4e13\u5c5e\u7684\u63d0\u793a\u8bcd\u3001\u77e5\u8bc6\u5e93\u3001\u5de5\u5177&#xff0c;\u5927\u5e45\u63d0\u5347\u8be5\u9886\u57df\u7684\u6267\u884c\u4e13\u4e1a\u5ea6\u4e0e\u51c6\u786e\u7387&#xff0c;\u907f\u514d\u4e86\u5355\u4e00 Agent \u201c\u5168\u800c\u4e0d\u7cbe\u201d \u7684\u95ee\u9898&#xff1b;<\/li>\n<li>\u7cfb\u7edf\u53ef\u6269\u5c55\u6027\u6781\u5f3a&#xff0c;\u65b0\u589e\u4e1a\u52a1\u573a\u666f\u65f6&#xff0c;\u53ea\u9700\u8981\u65b0\u589e\u5bf9\u5e94\u7684\u4e13\u7528\u5b50 Agent&#xff0c;\u65e0\u9700\u4fee\u6539\u4e3b Agent \u4e0e\u73b0\u6709\u5b50 Agent \u7684\u903b\u8f91&#xff0c;\u5b9e\u73b0\u4e86\u80fd\u529b\u7684\u63d2\u62d4\u5f0f\u6269\u5c55&#xff1b;<\/li>\n<li>\u5b9e\u73b0\u4e86\u6743\u8d23\u6e05\u6670\u7684\u591a Agent \u534f\u540c&#xff0c;\u6bcf\u4e2a\u5b50 Agent \u7684\u804c\u8d23\u8fb9\u754c\u660e\u786e&#xff0c;\u51fa\u73b0\u95ee\u9898\u80fd\u5feb\u901f\u5b9a\u4f4d\u5230\u5bf9\u5e94\u7684\u73af\u8282&#xff0c;\u907f\u514d\u4e86\u591a Agent \u534f\u540c\u7684\u6df7\u4e71\u4e0e\u63a8\u8bff\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u660e\u786e\u7684\u4ea4\u63a5\u89c4\u5219&#xff1a;\u5fc5\u987b\u5236\u5b9a\u6807\u51c6\u5316\u7684\u4ea4\u63a5\u534f\u8bae&#xff0c;\u5305\u62ec\u4efb\u52a1\u4ea4\u63a5\u7684\u683c\u5f0f\u3001\u8f93\u5165\u8f93\u51fa\u89c4\u8303\u3001\u4e0a\u4e0b\u6587\u4f20\u9012\u89c4\u5219\u3001\u7ed3\u679c\u9a8c\u6536\u6807\u51c6&#xff0c;\u907f\u514d\u4e3b Agent \u548c\u5b50 Agent \u4e4b\u95f4\u51fa\u73b0\u4fe1\u606f\u5dee\u3001\u7406\u89e3\u504f\u5dee&#xff1b;<\/li>\n<li>\u6e05\u6670\u7684\u804c\u8d23\u8fb9\u754c&#xff1a;\u6bcf\u4e2a\u5b50 Agent \u7684\u80fd\u529b\u8303\u56f4\u3001\u9002\u7528\u573a\u666f\u3001\u7981\u6b62\u884c\u4e3a\u5fc5\u987b\u660e\u786e&#xff0c;\u4e3b Agent \u5fc5\u987b\u80fd\u7cbe\u51c6\u5339\u914d\u4efb\u52a1\u4e0e\u5bf9\u5e94\u7684\u5b50 Agent&#xff0c;\u907f\u514d\u51fa\u73b0\u804c\u8d23\u91cd\u53e0\u3001\u4efb\u52a1\u9519\u914d\u7684\u95ee\u9898&#xff1b;<\/li>\n<li>\u7edf\u4e00\u7684\u7ed3\u679c\u6821\u9a8c&#xff1a;\u4e3b Agent \u5fc5\u987b\u8d1f\u8d23\u5b50 Agent \u8fd4\u56de\u7ed3\u679c\u7684\u6700\u7ec8\u6821\u9a8c&#xff0c;\u786e\u4fdd\u7ed3\u679c\u7b26\u5408\u4efb\u52a1\u8981\u6c42&#xff0c;\u907f\u514d\u5b50 Agent \u7684\u9519\u8bef\u8f93\u51fa\u5f71\u54cd\u6700\u7ec8\u7ed3\u679c&#xff1b;<\/li>\n<li>\u907f\u514d\u8fc7\u5ea6\u62c6\u5206&#xff1a;\u4e0d\u8981\u4e3a\u4e86\u62c6\u5206\u800c\u62c6\u5206&#xff0c;\u8fc7\u4e8e\u7ec6\u788e\u7684\u5b50 Agent \u4f1a\u5bfc\u81f4\u7cfb\u7edf\u590d\u6742\u5ea6\u98d9\u5347&#xff0c;\u7ef4\u62a4\u6210\u672c\u6307\u6570\u7ea7\u4e0a\u5347&#xff0c;\u534f\u540c\u6548\u7387\u53cd\u800c\u4e0b\u964d\u3002<\/li>\n<\/ul>\n<h4>7. Self-Critique&#xff08;\u81ea\u6211\u6279\u5224&#xff09;&#xff1a;\u5355\u6b21\u4efb\u52a1\u8d28\u91cf\u63d0\u5347\u7684\u6838\u5fc3\u6a21\u5f0f<\/h4>\n<p>\u5f88\u591a Agent \u7684\u8f93\u51fa\u7ed3\u679c\u8d28\u91cf\u5dee\u3001\u9519\u8bef\u591a\u3001\u4e0d\u7b26\u5408\u8981\u6c42&#xff0c;\u6838\u5fc3\u539f\u56e0\u662f LLM \u53ea\u4f1a \u201c\u4e00\u6b21\u6027\u751f\u6210\u201d&#xff0c;\u4e0d\u4f1a\u5bf9\u81ea\u5df1\u7684\u8f93\u51fa\u505a\u6821\u9a8c\u4e0e\u4f18\u5316\u3002\u800c Self-Critique&#xff08;\u81ea\u6211\u6279\u5224&#xff09;\u6a21\u5f0f&#xff0c;\u5c31\u662f\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u6838\u5fc3\u65b9\u6848&#xff0c;\u80fd\u8ba9 Agent \u7684\u8f93\u51fa\u8d28\u91cf\u5b9e\u73b0\u8d28\u7684\u63d0\u5347\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>Self-Critique \u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u8ba9 Agent \u5b8c\u6210\u521d\u6b65\u7684\u8f93\u51fa\u540e&#xff0c;\u5207\u6362\u89d2\u8272\u89c6\u89d2&#xff0c;\u7ad9\u5728\u7b2c\u4e09\u65b9\u5ba1\u6838\u8005\u7684\u7acb\u573a&#xff0c;\u6309\u7167\u9884\u8bbe\u7684\u6807\u51c6&#xff0c;\u5bf9\u81ea\u5df1\u7684\u8f93\u51fa\u8fdb\u884c\u5168\u9762\u7684\u6279\u5224\u3001\u6821\u9a8c\u3001\u627e\u832c&#xff0c;\u627e\u51fa\u5176\u4e2d\u7684\u9519\u8bef\u3001\u4e0d\u8db3\u3001\u4e0d\u7b26\u5408\u8981\u6c42\u7684\u5730\u65b9&#xff0c;\u7136\u540e\u57fa\u4e8e\u6279\u5224\u7684\u7ed3\u679c&#xff0c;\u5bf9\u8f93\u51fa\u8fdb\u884c\u591a\u8f6e\u4f18\u5316\u8fed\u4ee3&#xff0c;\u76f4\u5230\u6ee1\u8db3\u9884\u8bbe\u7684\u9a8c\u6536\u6807\u51c6\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u5bf9\u8f93\u51fa\u8d28\u91cf\u3001\u51c6\u786e\u6027\u3001\u5408\u89c4\u6027\u3001\u4e25\u8c28\u6027\u8981\u6c42\u6781\u9ad8\u7684\u573a\u666f&#xff0c;\u6bd4\u5982\u5408\u540c\u5408\u89c4\u5ba1\u6838\u3001\u6cd5\u5f8b\u6587\u4e66\u64b0\u5199\u3001\u8d22\u52a1\u62a5\u8868\u751f\u6210\u3001\u4ee3\u7801\u5f00\u53d1\u4e0e\u5ba1\u8ba1\u3001\u54c1\u724c\u8425\u9500\u5185\u5bb9\u521b\u4f5c\u3001\u4f01\u4e1a\u5408\u89c4\u62a5\u544a\u64b0\u5199\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u5927\u5e45\u63d0\u5347\u8f93\u51fa\u7684\u51c6\u786e\u6027\u4e0e\u8d28\u91cf&#xff0c;\u5728\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u7684\u60c5\u51b5\u4e0b&#xff0c;\u901a\u8fc7\u591a\u8f6e\u81ea\u6211\u6279\u5224\u4e0e\u4f18\u5316&#xff0c;\u5927\u5e45\u51cf\u5c11\u9519\u8bef\u3001\u5e7b\u89c9\u3001\u4e0d\u7b26\u5408\u8981\u6c42\u7684\u5185\u5bb9&#xff1b;<\/li>\n<li>\u8ba9\u8f93\u51fa\u5b8c\u5168\u8d34\u5408\u4e1a\u52a1\u8981\u6c42&#xff0c;\u901a\u8fc7\u9884\u8bbe\u7684\u6279\u5224\u6807\u51c6&#xff0c;\u5f3a\u5236 Agent \u6309\u7167\u4e1a\u52a1\u89c4\u8303\u6821\u9a8c\u8f93\u51fa&#xff0c;\u907f\u514d\u51fa\u73b0\u504f\u79bb\u8981\u6c42\u7684\u5185\u5bb9&#xff1b;<\/li>\n<li>\u51cf\u5c11\u4eba\u5de5\u5ba1\u6838\u7684\u6210\u672c&#xff0c;\u5927\u90e8\u5206\u57fa\u7840\u7684\u9519\u8bef\u3001\u4e0d\u89c4\u8303\u7684\u5185\u5bb9&#xff0c;\u90fd\u80fd\u901a\u8fc7\u81ea\u6211\u6279\u5224\u63d0\u524d\u4fee\u6b63&#xff0c;\u5927\u5e45\u964d\u4f4e\u4eba\u5de5\u5ba1\u6838\u7684\u5de5\u4f5c\u91cf\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u660e\u786e\u3001\u53ef\u91cf\u5316\u7684\u6279\u5224\u6807\u51c6&#xff1a;\u5fc5\u987b\u7ed9 Agent \u660e\u786e\u7684\u6279\u5224\u7ef4\u5ea6\u4e0e\u9a8c\u6536\u6807\u51c6&#xff0c;\u4e0d\u80fd\u53ea\u8bf4 \u201c\u6279\u5224\u4f60\u7684\u8f93\u51fa\u201d&#xff0c;\u6bd4\u5982\u5408\u540c\u5ba1\u6838\u573a\u666f&#xff0c;\u8981\u660e\u786e\u6279\u5224\u7ef4\u5ea6\u5305\u62ec&#xff1a;\u5408\u89c4\u6027\u3001\u6743\u8d23\u6e05\u6670\u5ea6\u3001\u98ce\u9669\u70b9\u3001\u683c\u5f0f\u89c4\u8303\u3001\u6761\u6b3e\u5b8c\u6574\u6027\u7b49&#xff1b;<\/li>\n<li>\u6e05\u6670\u7684\u89d2\u8272\u5207\u6362&#xff1a;\u901a\u8fc7\u63d0\u793a\u8bcd\u5f3a\u5236 LLM \u5b8c\u6210\u89d2\u8272\u5207\u6362&#xff0c;\u6bd4\u5982\u4ece \u201c\u5408\u540c\u64b0\u5199\u8005\u201d \u5207\u6362\u4e3a \u201c\u8d44\u6df1\u6cd5\u52a1\u5ba1\u6838\u4e13\u5bb6\u201d&#xff0c;\u907f\u514d\u51fa\u73b0 \u201c\u81ea\u5df1\u6279\u5224\u81ea\u5df1\u201d \u7684\u7acb\u573a\u504f\u5dee&#xff0c;\u5bfc\u81f4\u6279\u5224\u6d41\u4e8e\u5f62\u5f0f&#xff1b;<\/li>\n<li>\u63a7\u5236\u8fed\u4ee3\u8f6e\u6b21&#xff1a;\u8bbe\u5b9a\u6700\u5927\u4f18\u5316\u8f6e\u6b21&#xff0c;\u907f\u514d Agent \u9677\u5165\u65e0\u9650\u7684\u6279\u5224 &#8211; \u4f18\u5316\u5faa\u73af&#xff0c;\u540c\u65f6\u8bbe\u5b9a\u660e\u786e\u7684\u7ec8\u6b62\u6761\u4ef6&#xff0c;\u5f53\u8f93\u51fa\u6ee1\u8db3\u9a8c\u6536\u6807\u51c6\u65f6&#xff0c;\u7acb\u5373\u7ec8\u6b62\u8fed\u4ee3&#xff1b;<\/li>\n<li>\u907f\u514d\u8fc7\u5ea6\u4f18\u5316&#xff1a;\u8981\u5e73\u8861\u4f18\u5316\u6548\u679c\u4e0e\u6267\u884c\u6548\u7387&#xff0c;\u907f\u514d\u4e3a\u4e86\u5fae\u5c0f\u7684\u4f18\u5316&#xff0c;\u6d88\u8017\u5927\u91cf\u7684 Token \u4e0e\u65f6\u95f4\u6210\u672c\u3002<\/li>\n<\/ul>\n<h4>8. Self-Reflection&#xff08;\u81ea\u6211\u53cd\u601d&#xff09;&#xff1a;Agent \u957f\u671f\u81ea\u6211\u8fed\u4ee3\u7684\u6838\u5fc3\u80fd\u529b<\/h4>\n<p>Self-Critique \u89e3\u51b3\u7684\u662f\u5355\u6b21\u4efb\u52a1\u5185\u7684\u8d28\u91cf\u4f18\u5316\u95ee\u9898&#xff0c;\u800c Self-Reflection&#xff08;\u81ea\u6211\u53cd\u601d&#xff09;\u89e3\u51b3\u7684\u662f Agent \u7684\u957f\u671f\u8fed\u4ee3\u95ee\u9898 \u2014\u2014 \u5b83\u80fd\u8ba9 Agent \u4ece\u5386\u53f2\u7684\u6210\u529f\u4e0e\u5931\u8d25\u4e2d\u603b\u7ed3\u7ecf\u9a8c&#xff0c;\u5b9e\u73b0\u8d8a\u7528\u8d8a\u597d\u7528\u7684\u590d\u5229\u5f0f\u6210\u957f\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>Self-Reflection \u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u8ba9 Agent \u5728\u5b8c\u6210\u6bcf\u4e00\u6b21\u4efb\u52a1\u540e&#xff0c;\u5bf9\u6574\u4e2a\u6267\u884c\u8fc7\u7a0b\u8fdb\u884c\u5168\u9762\u7684\u590d\u76d8\u4e0e\u53cd\u601d&#xff1a;\u5206\u6790\u4efb\u52a1\u6210\u529f\u7684\u6838\u5fc3\u56e0\u7d20\u3001\u6267\u884c\u5931\u8d25\u7684\u6839\u672c\u539f\u56e0\u3001\u8fc7\u7a0b\u4e2d\u8e29\u8fc7\u7684\u5751\u3001\u53ef\u4f18\u5316\u7684\u6267\u884c\u7b56\u7565\u3001\u9700\u8981\u6ce8\u610f\u7684\u8fb9\u754c\u89c4\u5219&#xff0c;\u7136\u540e\u628a\u8fd9\u4e9b\u53cd\u601d\u7684\u7ecf\u9a8c&#xff0c;\u7ed3\u6784\u5316\u6c89\u6dc0\u5230 Agent \u7684\u957f\u671f\u8bb0\u5fc6\u4e2d&#xff1b;\u540e\u7eed\u6267\u884c\u540c\u7c7b\u4efb\u52a1\u65f6&#xff0c;Agent \u4f1a\u81ea\u52a8\u53ec\u56de\u5bf9\u5e94\u7684\u5386\u53f2\u7ecf\u9a8c&#xff0c;\u4f18\u5316\u81ea\u5df1\u7684\u4efb\u52a1\u89c4\u5212\u3001\u63a8\u7406\u903b\u8f91\u3001\u6267\u884c\u7b56\u7565&#xff0c;\u907f\u514d\u91cd\u590d\u8e29\u5751\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u9700\u8981\u957f\u671f\u590d\u7528\u3001\u6301\u7eed\u4f18\u5316\u7684 Agent \u7cfb\u7edf&#xff0c;\u6bd4\u5982\u4f01\u4e1a\u5185\u90e8\u7684\u81ea\u52a8\u5316\u4e1a\u52a1 Agent\u3001\u667a\u80fd\u5ba2\u670d Agent\u3001\u7814\u53d1\u8f85\u52a9 Agent\u3001\u8d22\u52a1\u81ea\u52a8\u5316 Agent&#xff0c;\u662f Agent \u4ece \u201c\u80fd\u7528\u201d \u5230 \u201c\u597d\u7528\u201d \u7684\u6838\u5fc3\u6a21\u5f0f\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u8ba9 Agent \u5b9e\u73b0\u81ea\u6211\u8fed\u4ee3&#xff0c;\u8d8a\u7528\u8d8a\u597d\u7528&#xff0c;\u6267\u884c\u6210\u529f\u7387\u4e0e\u6548\u7387\u6301\u7eed\u63d0\u5347&#xff0c;\u628a\u5355\u6b21\u7684\u7ecf\u9a8c\u8f6c\u5316\u4e3a\u957f\u671f\u7684\u80fd\u529b&#xff1b;<\/li>\n<li>\u5927\u5e45\u964d\u4f4e\u4eba\u5de5\u4f18\u5316\u7684\u6210\u672c&#xff0c;Agent \u80fd\u81ea\u4e3b\u4ece\u5386\u53f2\u6267\u884c\u4e2d\u603b\u7ed3\u4f18\u5316\u65b9\u5411&#xff0c;\u65e0\u9700\u4eba\u5de5\u6bcf\u6b21\u4fee\u6539\u63d0\u793a\u8bcd\u3001\u8c03\u6574\u6267\u884c\u903b\u8f91&#xff1b;<\/li>\n<li>\u80fd\u9002\u914d\u4e1a\u52a1\u573a\u666f\u7684\u53d8\u5316&#xff0c;\u901a\u8fc7\u6301\u7eed\u7684\u53cd\u601d\u4e0e\u4f18\u5316&#xff0c;Agent \u80fd\u9010\u6b65\u8d34\u5408\u4e1a\u52a1\u7684\u4e2a\u6027\u5316\u9700\u6c42&#xff0c;\u800c\u975e\u4e00\u6210\u4e0d\u53d8\u7684\u901a\u7528\u80fd\u529b\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u7ed3\u6784\u5316\u7684\u53cd\u601d\u6a21\u677f&#xff1a;\u5fc5\u987b\u7ed9 Agent \u8bbe\u5b9a\u6807\u51c6\u5316\u7684\u53cd\u601d\u6a21\u677f&#xff0c;\u6bd4\u5982 \u201c\u4efb\u52a1\u76ee\u6807\u3001\u6267\u884c\u7ed3\u679c\u3001\u6210\u529f\u7ecf\u9a8c\u3001\u5931\u8d25\u539f\u56e0\u3001\u4f18\u5316\u65b9\u6848\u3001\u8fb9\u754c\u89c4\u5219\u201d&#xff0c;\u907f\u514d\u53cd\u601d\u5185\u5bb9\u7a7a\u6cdb\u3001\u65e0\u843d\u5730\u4ef7\u503c&#xff1b;<\/li>\n<li>\u9ad8\u8d28\u91cf\u7684\u8bb0\u5fc6\u6c89\u6dc0&#xff1a;\u53cd\u601d\u7684\u7ed3\u679c\u5fc5\u987b\u7ed3\u6784\u5316\u5b58\u50a8\u5230\u957f\u671f\u8bb0\u5fc6\u5e93\u4e2d&#xff0c;\u505a\u597d\u5206\u7c7b\u4e0e\u6807\u7b7e&#xff0c;\u65b9\u4fbf\u540e\u7eed\u6267\u884c\u540c\u7c7b\u4efb\u52a1\u65f6\u7cbe\u51c6\u53ec\u56de&#xff0c;\u907f\u514d\u53cd\u601d\u7684\u7ecf\u9a8c\u77f3\u6c89\u5927\u6d77&#xff1b;<\/li>\n<li>\u4e25\u683c\u7684\u7ecf\u9a8c\u6821\u9a8c&#xff1a;\u5fc5\u987b\u5bf9\u53cd\u601d\u7684\u7ecf\u9a8c\u505a\u6709\u6548\u6027\u6821\u9a8c&#xff0c;\u907f\u514d\u9519\u8bef\u7684\u7ecf\u9a8c\u88ab\u6c89\u6dc0\u590d\u7528&#xff0c;\u5bfc\u81f4\u540e\u7eed\u4efb\u52a1\u51fa\u73b0\u91cd\u590d\u9519\u8bef&#xff1b;\u540c\u65f6\u8981\u5b9a\u671f\u6e05\u7406\u65e0\u6548\u3001\u8fc7\u671f\u7684\u7ecf\u9a8c&#xff0c;\u907f\u514d\u8bb0\u5fc6\u5e93\u5197\u4f59&#xff0c;\u5e72\u6270\u5f53\u524d\u4efb\u52a1\u7684\u6267\u884c&#xff1b;<\/li>\n<li>\u533a\u5206\u53cd\u601d\u7684\u8fb9\u754c&#xff1a;\u81ea\u6211\u53cd\u601d\u805a\u7126\u4e8e\u6267\u884c\u7b56\u7565\u3001\u6d41\u7a0b\u3001\u89c4\u5219\u7684\u4f18\u5316&#xff0c;\u800c\u975e\u6838\u5fc3\u4e1a\u52a1\u89c4\u5219\u7684\u4fee\u6539&#xff0c;\u6838\u5fc3\u4e1a\u52a1\u89c4\u5219\u5fc5\u987b\u6709\u4eba\u5de5\u5ba1\u6838&#xff0c;\u907f\u514d Agent \u81ea\u4e3b\u4fee\u6539\u6838\u5fc3\u89c4\u5219\u5bfc\u81f4\u4e1a\u52a1\u98ce\u9669\u3002<\/li>\n<\/ul>\n<h4>9. Episodic Memory&#xff08;\u60c5\u666f\u8bb0\u5fc6&#xff09;&#xff1a;\u89e3\u51b3 Agent \u201c\u5931\u5fc6\u201d \u95ee\u9898\u7684\u7ec8\u6781\u65b9\u6848<\/h4>\n<p>\u51e0\u4e4e\u6240\u6709\u5f00\u53d1\u8005\u90fd\u9047\u5230\u8fc7 Agent \u7684 \u201c\u5931\u5fc6\u201d \u95ee\u9898&#xff1a;\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u5fd8\u8bb0\u4e4b\u524d\u7684\u7ea6\u5b9a\u3001\u8de8\u4efb\u52a1\u4e2d\u8bb0\u4e0d\u4f4f\u7528\u6237\u7684\u504f\u597d\u3001\u957f\u5468\u671f\u4efb\u52a1\u4e2d\u4e22\u5931\u4e4b\u524d\u7684\u5173\u952e\u4fe1\u606f&#xff0c;\u6700\u7ec8\u5bfc\u81f4\u6267\u884c\u8dd1\u504f\u3001\u8f93\u51fa\u4e0d\u7b26\u5408\u9884\u671f\u3002\u800c Episodic Memory&#xff08;\u60c5\u666f\u8bb0\u5fc6&#xff09;\u6a21\u5f0f&#xff0c;\u5c31\u662f\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u7ec8\u6781\u65b9\u6848\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>\u60c5\u666f\u8bb0\u5fc6\u501f\u9274\u4e86\u4eba\u7c7b\u7684\u8bb0\u5fc6\u6a21\u5f0f&#xff0c;\u628a Agent \u7684\u6bcf\u4e00\u6b21\u4ea4\u4e92\u3001\u6bcf\u4e00\u4e2a\u4efb\u52a1\u3001\u6bcf\u4e00\u8f6e\u6267\u884c&#xff0c;\u90fd\u4f5c\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684 \u201c\u60c5\u666f\u7247\u6bb5\u201d&#xff0c;\u7ed3\u6784\u5316\u5b58\u50a8\u5230\u4e13\u5c5e\u7684\u8bb0\u5fc6\u5e93\u4e2d\u3002\u6bcf\u4e2a\u60c5\u666f\u7247\u6bb5\u5305\u542b&#xff1a;\u65f6\u95f4\u3001\u4efb\u52a1\u76ee\u6807\u3001\u7528\u6237\u9700\u6c42\u3001\u6267\u884c\u8fc7\u7a0b\u3001\u5173\u952e\u4fe1\u606f\u3001\u51b3\u7b56\u4f9d\u636e\u3001\u7528\u6237\u53cd\u9988\u3001\u6267\u884c\u7ed3\u679c\u7b49\u5b8c\u6574\u4fe1\u606f&#xff1b;\u5f53 Agent \u6267\u884c\u65b0\u4efb\u52a1\u65f6&#xff0c;\u4f1a\u901a\u8fc7\u5411\u91cf\u68c0\u7d22 &#043; \u5173\u952e\u8bcd\u68c0\u7d22&#xff0c;\u4ece\u8bb0\u5fc6\u5e93\u4e2d\u7cbe\u51c6\u53ec\u56de\u76f8\u5173\u7684\u60c5\u666f\u7247\u6bb5&#xff0c;\u628a\u5386\u53f2\u4fe1\u606f\u3001\u7528\u6237\u504f\u597d\u3001\u8fc7\u5f80\u7ecf\u9a8c\u6ce8\u5165\u5230\u5f53\u524d\u4e0a\u4e0b\u6587\u4e2d&#xff0c;\u5f7b\u5e95\u89e3\u51b3 \u201c\u5931\u5fc6\u201d \u95ee\u9898\u3002<\/p>\n<h5>\u9002\u7528\u573a\u666f<\/h5>\n<p>\u957f\u5468\u671f\u7684\u591a\u8f6e\u5bf9\u8bdd\u3001\u4e2a\u6027\u5316\u7528\u6237\u670d\u52a1\u3001\u8de8\u4efb\u52a1\u7684\u4e0a\u4e0b\u6587\u590d\u7528\u3001\u4f01\u4e1a\u5185\u90e8\u7684\u957f\u671f\u4e1a\u52a1 Agent\u3001\u9700\u8981\u6301\u7eed\u4ea4\u4e92\u7684\u4e2a\u4eba\u52a9\u7406 Agent\u3002<\/p>\n<h5>\u6838\u5fc3\u4ef7\u503c<\/h5>\n<ul>\n<li>\u5f7b\u5e95\u89e3\u51b3 Agent \u7684\u4e0a\u4e0b\u6587\u5931\u5fc6\u95ee\u9898&#xff0c;\u80fd\u957f\u671f\u8bb0\u4f4f\u7528\u6237\u7684\u504f\u597d\u3001\u5386\u53f2\u7ea6\u5b9a\u3001\u8fc7\u5f80\u7ecf\u9a8c&#xff0c;\u8ba9\u4ea4\u4e92\u66f4\u8fde\u8d2f\u3001\u66f4\u8d34\u5408\u7528\u6237\u9700\u6c42&#xff1b;<\/li>\n<li>\u5b9e\u73b0\u8de8\u4efb\u52a1\u7684\u7ecf\u9a8c\u590d\u7528&#xff0c;\u4e4b\u524d\u4efb\u52a1\u4e2d\u6c89\u6dc0\u7684\u4fe1\u606f\u3001\u89c4\u5219\u3001\u7ecf\u9a8c&#xff0c;\u80fd\u5728\u540e\u7eed\u7684\u540c\u7c7b\u4efb\u52a1\u4e2d\u76f4\u63a5\u590d\u7528&#xff0c;\u65e0\u9700\u7528\u6237\u91cd\u590d\u8bf4\u660e&#xff1b;<\/li>\n<li>\u8ba9 Agent \u7684\u884c\u4e3a\u66f4\u7b26\u5408\u4eba\u7c7b\u7684\u4ea4\u4e92\u4e60\u60ef&#xff0c;\u8bb0\u4f4f\u7528\u6237\u7684\u4e2a\u6027\u5316\u9700\u6c42&#xff0c;\u8f93\u51fa\u66f4\u7cbe\u51c6\u3001\u66f4\u8d34\u5408\u7528\u6237\u9884\u671f\u7684\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<h5>\u843d\u5730\u907f\u5751\u6307\u5357<\/h5>\n<ul>\n<li>\u5206\u5c42\u7684\u8bb0\u5fc6\u7ba1\u7406&#xff1a;\u533a\u5206\u77ed\u671f\u8bb0\u5fc6\u548c\u957f\u671f\u8bb0\u5fc6&#xff0c;\u77ed\u671f\u8bb0\u5fc6\u5b58\u50a8\u5f53\u524d\u4f1a\u8bdd\u7684\u4e0a\u4e0b\u6587&#xff0c;\u957f\u671f\u8bb0\u5fc6\u5b58\u50a8\u7ed3\u6784\u5316\u7684\u60c5\u666f\u7247\u6bb5&#xff0c;\u907f\u514d\u65e0\u5173\u7684\u8bb0\u5fc6\u5185\u5bb9\u5360\u7528\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff0c;\u5e72\u6270\u5f53\u524d\u4efb\u52a1\u7684\u6267\u884c&#xff1b;<\/li>\n<li>\u7cbe\u51c6\u7684\u8bb0\u5fc6\u68c0\u7d22\u673a\u5236&#xff1a;\u5fc5\u987b\u7ed3\u5408\u5411\u91cf\u8bed\u4e49\u68c0\u7d22 &#043; \u5173\u952e\u8bcd\u7cbe\u51c6\u68c0\u7d22 &#043; \u65f6\u95f4\u6743\u91cd&#xff0c;\u5b9e\u73b0\u8bb0\u5fc6\u7684\u7cbe\u51c6\u53ec\u56de&#xff0c;\u907f\u514d\u53ec\u56de\u5927\u91cf\u65e0\u5173\u7684\u5386\u53f2\u4fe1\u606f&#xff0c;\u53cd\u800c\u5bfc\u81f4 LLM \u7684\u7406\u89e3\u51fa\u73b0\u504f\u5dee&#xff1b;<\/li>\n<li>\u654f\u611f\u4fe1\u606f\u7684\u5b89\u5168\u7ba1\u63a7&#xff1a;\u8bb0\u5fc6\u5e93\u4e2d\u4f1a\u5b58\u50a8\u5927\u91cf\u7684\u7528\u6237\u4fe1\u606f\u3001\u4e1a\u52a1\u6570\u636e\u3001\u654f\u611f\u5185\u5bb9&#xff0c;\u5fc5\u987b\u505a\u597d\u52a0\u5bc6\u5b58\u50a8\u3001\u6743\u9650\u7ba1\u63a7\u3001\u8131\u654f\u5904\u7406&#xff0c;\u907f\u514d\u6570\u636e\u6cc4\u9732&#xff1b;<\/li>\n<li>\u8bb0\u5fc6\u7684\u66f4\u65b0\u4e0e\u6dd8\u6c70\u673a\u5236&#xff1a;\u5fc5\u987b\u5b9a\u671f\u66f4\u65b0\u3001\u6dd8\u6c70\u8fc7\u671f\u3001\u65e0\u6548\u7684\u8bb0\u5fc6\u5185\u5bb9&#xff0c;\u907f\u514d\u8bb0\u5fc6\u5e93\u65e0\u9650\u81a8\u80c0&#xff0c;\u5bfc\u81f4\u68c0\u7d22\u6548\u7387\u4e0b\u964d\u3001\u65e0\u6548\u4fe1\u606f\u5e72\u6270\u3002<\/li>\n<\/ul>\n<h4>10. LLM Workflow&#xff08;LLM \u5de5\u4f5c\u6d41&#xff09;&#xff1a;\u4f01\u4e1a\u7ea7 Agent \u843d\u5730\u7684\u6700\u7ec8\u5f62\u6001<\/h4>\n<p>\u524d\u9762\u7684 9 \u4e2a\u6a21\u5f0f&#xff0c;\u89e3\u51b3\u4e86 Agent \u6267\u884c\u8fc7\u7a0b\u4e2d\u7684\u7279\u5b9a\u95ee\u9898&#xff0c;\u800c LLM Workflow&#xff08;LLM \u5de5\u4f5c\u6d41&#xff09;\u6a21\u5f0f&#xff0c;\u662f\u628a\u6240\u6709\u6a21\u5f0f\u6574\u5408\u8d77\u6765\u7684\u5de5\u7a0b\u5316\u6700\u7ec8\u5f62\u6001 \u2014\u2014 \u5b83\u8ba9 Agent \u7684\u6267\u884c\u8fc7\u7a0b\u4ece\u4e0d\u53ef\u63a7\u7684\u9ed1\u76d2&#xff0c;\u53d8\u6210\u4e86\u53ef\u89c6\u5316\u3001\u53ef\u7ba1\u63a7\u3001\u53ef\u5ba1\u8ba1\u3001\u53ef\u56de\u6eaf\u7684\u6807\u51c6\u5316\u5de5\u4f5c\u6d41&#xff0c;\u662f\u4f01\u4e1a\u7ea7 Agent \u843d\u5730\u7684\u552f\u4e00\u53ef\u884c\u65b9\u6848\u3002<\/p>\n<h5>\u6838\u5fc3\u539f\u7406<\/h5>\n<p>LLM Workflow \u7684\u6838\u5fc3\u903b\u8f91&#xff0c;\u662f\u628a Agent \u7684\u590d\u6742\u6267\u884c\u903b\u8f91&#xff0c;\u62c6\u89e3\u4e3a\u6807\u51c6\u5316\u3001\u53ef\u89c6\u5316\u7684\u5de5\u4f5c\u6d41\u8282\u70b9&#xff0c;\u6bcf\u4e2a\u8282\u70b9\u5bf9\u5e94\u4e00\u4e2a\u7279\u5b9a\u7684\u6267\u884c\u52a8\u4f5c&#xff0c;\u5305\u62ec&#xff1a;\u89e6\u53d1\u8282\u70b9\u3001\u63a8\u7406\u8282\u70b9\u3001\u5de5\u5177\u8c03\u7528\u8282\u70b9\u3001\u4efb\u52a1\u62c6\u89e3\u8282\u70b9\u3001\u6761\u4ef6\u5224\u65ad\u8282\u70b9\u3001\u5faa\u73af\u8282\u70b9\u3001\u4eba\u5de5\u5ba1\u6838\u8282\u70b9\u3001\u5f02\u5e38\u5904\u7406\u8282\u70b9\u7b49&#xff1b;\u8282\u70b9\u4e4b\u95f4\u901a\u8fc7\u6807\u51c6\u5316\u7684\u6d41\u8f6c\u89c4\u5219\u8fde\u63a5&#xff0c;\u5f62\u6210\u5b8c\u6574\u7684\u3001\u6709\u660e\u786e\u8fb9\u754c\u7684\u6267\u884c\u94fe\u8def&#xff0c;Agent 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Agent \u5b8c\u5168\u81ea\u4e3b\u6267\u884c&#xff0c;\u907f\u514d\u51fa\u73b0\u4e1a\u52a1\u98ce\u9669\u4e0e\u5408\u89c4\u95ee\u9898&#xff1b;<\/li>\n<li>\u907f\u514d\u8fc7\u5ea6\u8bbe\u8ba1&#xff1a;\u5de5\u4f5c\u6d41\u7684\u8282\u70b9\u7c92\u5ea6\u8981\u5408\u7406&#xff0c;\u4e0d\u8981\u628a\u7b80\u5355\u7684\u6d41\u7a0b\u62c6\u5206\u4e3a\u5927\u91cf\u7ec6\u788e\u7684\u8282\u70b9&#xff0c;\u5bfc\u81f4\u5de5\u4f5c\u6d41\u590d\u6742\u5ea6\u98d9\u5347&#xff0c;\u7ef4\u62a4\u6210\u672c\u6781\u9ad8&#xff0c;\u6267\u884c\u6548\u7387\u4f4e\u4e0b\u3002<\/li>\n<\/ul>\n<h3>\u5b9e\u6218\u6838\u5fc3\u539f\u5219&#xff1a;\u6a21\u5f0f\u7ec4\u5408\u7684\u827a\u672f&#xff0c;\u4e0e\u843d\u5730\u907f\u5751\u6307\u5357<\/h3>\n<h4>\u6838\u5fc3\u539f\u5219&#xff1a;\u6700\u597d\u7684 Agent&#xff0c;\u6c38\u8fdc\u662f\u591a\u4e2a\u6a21\u5f0f\u7684\u5408\u7406\u7ec4\u5408<\/h4>\n<p>\u6ca1\u6709\u4efb\u4f55\u4e00\u4e2a\u5355\u4e00\u6a21\u5f0f&#xff0c;\u80fd\u89e3\u51b3 Agent 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Handoff&#xff0c;\u628a\u4e0d\u540c\u5b50\u4efb\u52a1\u4ea4\u63a5\u7ed9\u4e1a\u52a1\u3001\u6cd5\u52a1\u3001\u8d22\u52a1\u5b50 Agent&#xff1b;\u901a\u8fc7 Function Calling \u5bf9\u63a5\u5408\u540c\u7cfb\u7edf\u3001OA \u7cfb\u7edf\u3001\u90ae\u4ef6\u7cfb\u7edf&#xff1b;\u901a\u8fc7 Self-Critique \u5b8c\u6210\u5408\u540c\u7684\u591a\u8f6e\u6821\u9a8c\u4e0e\u4f18\u5316&#xff1b;\u901a\u8fc7 LLM Workflow \u5b9e\u73b0\u5168\u6d41\u7a0b\u7684\u53ef\u89c6\u5316\u7ba1\u63a7\u4e0e\u4eba\u5de5\u5ba1\u6279&#xff1b;\u901a\u8fc7\u60c5\u666f\u8bb0\u5fc6\u8bb0\u4f4f\u5ba2\u6237\u7684\u5408\u540c\u504f\u597d\u4e0e\u5386\u53f2\u89c4\u5219\u3002<\/li>\n<li>\u7814\u53d1\u8f85\u52a9 Agent&#xff1a;ReAct &#043; Chain of Thought &#043; Function Calling &#043; Parallel Execution &#043; Self-Reflection &#043; Episodic Memory\u3002\u901a\u8fc7\u601d\u7ef4\u94fe\u5b8c\u6210\u4ee3\u7801\u7684\u63a8\u7406\u4e0e\u903b\u8f91\u8bbe\u8ba1&#xff1b;\u901a\u8fc7 ReAct 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\u6761\u9ec4\u91d1\u6cd5\u5219<\/h4>\n<li>\u573a\u666f\u4f18\u5148&#xff0c;\u6a21\u5f0f\u5728\u540e&#xff1a;\u5148\u660e\u786e\u4e1a\u52a1\u573a\u666f\u7684\u6838\u5fc3\u76ee\u6807\u3001\u75db\u70b9\u3001\u8fb9\u754c&#xff0c;\u518d\u9009\u62e9\u9002\u914d\u7684\u8bbe\u8ba1\u6a21\u5f0f&#xff0c;\u7edd\u5bf9\u4e0d\u80fd\u4e3a\u4e86\u7528\u6a21\u5f0f\u800c\u7528\u6a21\u5f0f&#xff0c;\u4e3a\u4e86\u70ab\u6280\u800c\u53e0\u52a0\u5927\u91cf\u4e0d\u5fc5\u8981\u7684\u6a21\u5f0f&#xff0c;\u5bfc\u81f4\u7cfb\u7edf\u8fc7\u5ea6\u8bbe\u8ba1&#xff1b;<\/li>\n<li>\u4ece\u7b80\u5355\u5230\u590d\u6742&#xff0c;\u5faa\u5e8f\u6e10\u8fdb&#xff1a;\u5148\u4ece ReAct\u3001Function Calling\u3001Task Decomposition 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