AI \u4ea4\u4e92\u65b0\u8303\u5f0f<\/h4>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512170410-68222a0a20ae4.png\")
<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4ece\u4ea4\u4e92\u5c42\u9762\u6765\u770b，AI Agent \u5f00\u521b\u4e86\u5168\u65b0\u7684\u4eba\u673a\u4ea4\u4e92\u8303\u5f0f\u3002AI Agent \u7684\u4ea4\u4e92\u9769\u547d\u6027\u4f53\u73b0\u5728\u4ee5\u4e0b\u5c42\u9762：<\/p>\n
（1）\u4ece\u201c\u5de5\u5177\u94fe\u201d\u5230\u201c\u4efb\u52a1\u6d41\u201d<\/p>\n
- \n
- \n
\u4f20\u7edfAI：\u7528\u6237\u9700\u624b\u52a8\u62c6\u5206\u4efb\u52a1\u6b65\u9aa4（\u5982\u5148\u641c\u7d22\u8d44\u6599\u2192\u518d\u603b\u7ed3\u2192\u6700\u540e\u751f\u6210\u62a5\u544a），\u6bcf\u4e00\u6b65\u4f9d\u8d56\u72ec\u7acb\u5de5\u5177\u3002<\/p>\n<\/li>\n
- \n
AI Agent：\u7528\u6237\u4ec5\u9700\u63cf\u8ff0\u76ee\u6807（\u5982\u201c\u5199\u4e00\u4efd\u5e02\u573a\u5206\u6790\u62a5\u544a\u201d），Agent\u81ea\u52a8\u5206\u89e3\u4e3a\u68c0\u7d22\u6570\u636e\u3001\u5206\u6790\u8d8b\u52bf\u3001\u751f\u6210\u56fe\u8868\u3001\u8c03\u6574\u683c\u5f0f\u7b49\u5b50\u4efb\u52a1，\u5e76\u81ea\u4e3b\u8c03\u7528API\u5de5\u5177\u5b8c\u6210\u5168\u6d41\u7a0b\u3002<\/p>\n<\/li>\n<\/ul>\n
（2）\u4ece\u201c\u786e\u5b9a\u6027\u4ea4\u4e92\u201d\u5230\u201c\u52a8\u6001\u4ea4\u4e92\u201d<\/p>\n
- \n
- \n
\u4f20\u7edfAI：\u8f93\u5165\u4e0e\u8f93\u51fa\u4e25\u683c\u5bf9\u5e94（\u5982\u95ee\u7b54\u5339\u914d），\u9519\u8bef\u9700\u7528\u6237\u663e\u5f0f\u4fee\u6b63\u3002<\/p>\n<\/li>\n
- \n
AI Agent：\u652f\u6301\u6a21\u7cca\u76ee\u6807\u8f93\u5165（\u5982\u201c\u5e2e\u6211\u7b56\u5212\u4e00\u4e2a\u6d6a\u6f2b\u7684\u7ea6\u4f1a\u201d），\u901a\u8fc7\u8ffd\u95ee\u3001\u5047\u8bbe\u9a8c\u8bc1（\u201c\u662f\u5426\u9700\u8981\u8003\u8651\u9884\u7b97？\u201d）\u52a8\u6001\u660e\u786e\u9700\u6c42，\u5e76\u5728\u6267\u884c\u4e2d\u6839\u636e\u53cd\u9988\u8c03\u6574（\u5982\u9910\u5385\u6ee1\u5ea7\u540e\u81ea\u52a8\u66ff\u6362\u5907\u9009）\u3002<\/p>\n<\/li>\n<\/ul>\n
（3）\u4ece\u201c\u4fe1\u606f\u4f20\u9012\u201d\u5230\u201c\u8ba4\u77e5\u534f\u4f5c\u201d<\/p>\n
- \n
- \n
\u4f20\u7edfAI：\u672c\u8d28\u662f\u4fe1\u606f\u642c\u8fd0\u5de5（\u5982\u641c\u7d22\u5f15\u64ce\u8fd4\u56de\u94fe\u63a5\u5217\u8868）\u3002<\/p>\n<\/li>\n
- \n
AI Agent：\u5177\u5907\u8ba4\u77e5\u589e\u5f3a\u80fd\u529b：<\/p>\n
- \n
- \n
\u6574\u5408\u591a\u6e90\u4fe1\u606f（\u5982\u7ed3\u5408\u7528\u6237\u90ae\u4ef6\u3001\u65e5\u5386\u3001\u5929\u6c14\u6570\u636e\u5b89\u6392\u4f1a\u8bae）；<\/p>\n<\/li>\n
- \n
\u63d0\u4f9b\u4e13\u4e1a\u5efa\u8bae（\u5982\u6839\u636e\u6295\u8d44\u504f\u597d\u63a8\u8350\u7406\u8d22\u7ec4\u5408）；<\/p>\n<\/li>\n
- \n
\u627f\u62c5\u8d23\u4efb\u8fb9\u754c（\u5982\u81ea\u4e3b\u5224\u65ad\u4efb\u52a1\u53ef\u884c\u6027\u5e76\u63d0\u524d\u9884\u8b66\u98ce\u9669）\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n
- \n
\u65b0\u65e7\u8303\u5f0f\u5bf9\u6bd4<\/p>\n<\/li>\n<\/ul>\n
\n
\n \n\u7ef4\u5ea6<\/p>\n
\u4f20\u7edf\u4ea4\u4e92AI<\/p>\n
AI Agent \u4ea4\u4e92\u65b0\u8303\u5f0f<\/p>\n<\/tr>\n
\n \n \u76ee\u6807<\/p>\n<\/td>\n
\n \u751f\u6210\u7b26\u5408\u8bed\u5883\u7684\u56de\u590d（\u5982\u56de\u7b54\u95ee\u9898）<\/p>\n<\/td>\n
\n \u5b8c\u6210\u590d\u6742\u4efb\u52a1（\u5982\u89c4\u5212\u884c\u7a0b\u3001\u7f16\u5199\u4ee3\u7801）<\/p>\n<\/td>\n<\/tr>\n
\n \n \u4e3b\u52a8\u6027<\/p>\n<\/td>\n
\n \u88ab\u52a8\u54cd\u5e94\u6307\u4ee4<\/p>\n<\/td>\n
\n \u4e3b\u52a8\u5206\u89e3\u4efb\u52a1\u3001\u8c03\u7528\u5de5\u5177\u3001\u52a8\u6001\u8c03\u6574\u7b56\u7565<\/p>\n<\/td>\n<\/tr>\n
\n \n \u4ea4\u4e92\u6df1\u5ea6<\/p>\n<\/td>\n
\n \u5355\u8f6e\u6216\u77ed\u5bf9\u8bdd<\/p>\n<\/td>\n
\n \u591a\u8f6e\u534f\u4f5c（\u9700\u8bb0\u5fc6\u4e0a\u4e0b\u6587\u3001\u957f\u671f\u76ee\u6807）<\/p>\n<\/td>\n<\/tr>\n
\n \n \u4f9d\u8d56\u80fd\u529b<\/p>\n<\/td>\n
\n \u8bed\u8a00\u7406\u89e3\u4e0e\u751f\u6210<\/p>\n<\/td>\n
\n \u611f\u77e5-\u89c4\u5212-\u884c\u52a8-\u53cd\u601d\u5168\u94fe\u8def\u80fd\u529b<\/p>\n<\/td>\n<\/tr>\n
\n \n \u7528\u6237\u89d2\u8272<\/p>\n<\/td>\n
\n \u6307\u4ee4\u53d1\u5e03\u8005<\/p>\n<\/td>\n
\n \u4efb\u52a1\u534f\u4f5c\u8005（\u53ef\u6a21\u7cca\u9700\u6c42\u3001\u52a8\u6001\u53cd\u9988）<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
LLM-based Agent<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0LLM-based Agent（\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u667a\u80fd\u4ee3\u7406）\u00a0\u662f\u4f9d\u6258\u5927\u8bed\u8a00\u6a21\u578b（Large Language Model, LLM）\u4e3a\u6838\u5fc3\u6784\u5efa\u7684AI Agent\u3002\u4e0e\u4f20\u7edfAgent\u76f8\u6bd4，\u5b83\u901a\u8fc7LLM\u5f3a\u5927\u7684\u8bed\u8a00\u7406\u89e3\u3001\u77e5\u8bc6\u5b58\u50a8\u3001\u903b\u8f91\u63a8\u7406\u548c\u751f\u6210\u80fd\u529b，\u663e\u8457\u63d0\u5347\u4e86\u590d\u6742\u4efb\u52a1\u7684\u6cdb\u5316\u5904\u7406\u4e0e\u81ea\u7136\u4ea4\u4e92\u6c34\u5e73，\u6210\u4e3a\u5f53\u524dAI\u9886\u57df\u7684\u524d\u6cbf\u65b9\u5411\u4e4b\u4e00\u3002<\/p>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u5927\u8bed\u8a00\u6a21\u578b，\u5982 GPT \u7cfb\u5217\u3001LLaMA\u3001\u6587\u5fc3\u4e00\u8a00\u7b49，\u901a\u8fc7\u5728\u6d77\u91cf\u6587\u672c\u6570\u636e\u4e0a\u8fdb\u884c\u65e0\u76d1\u7763\u5b66\u4e60，\u638c\u63e1\u4e86\u8bed\u8a00\u7684\u8bed\u6cd5\u89c4\u5219\u3001\u8bed\u4e49\u7406\u89e3\u548c\u77e5\u8bc6\u8868\u8fbe\u80fd\u529b\u3002\u4f46\u5355\u7eaf\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5b58\u5728\u660e\u663e\u5c40\u9650\u6027：\u5b83\u4eec\u867d\u80fd\u751f\u6210\u8fde\u8d2f\u6587\u672c，\u5374\u7f3a\u4e4f\u4e3b\u52a8\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u80fd\u529b \u2014\u2014 \u65e0\u6cd5\u50cf\u4eba\u7c7b\u4e00\u6837，\u9488\u5bf9\u5177\u4f53\u4efb\u52a1\u5236\u5b9a\u7b56\u7565\u3001\u8c03\u7528\u5de5\u5177\u5e76\u6301\u7eed\u4f18\u5316\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u4e00\u80fd\u529b\u7f3a\u53e3，\u6b63\u662f LLM-based Agent \u7684\u5173\u952e\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0LLM-based Agent \u4ee5\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u57fa\u5ea7，\u5c06\u81ea\u7136\u8bed\u8a00\u4f5c\u4e3a\u4ea4\u4e92\u4e0e\u4efb\u52a1\u7406\u89e3\u7684\u6838\u5fc3\u5a92\u4ecb\u3002\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684 Agent \u6846\u67b6，\u8d4b\u4e88 LLM \u4e09\u5927\u6838\u5fc3\u80fd\u529b：\u89c4\u5212\u601d\u8003\u80fd\u529b，\u4f7f\u5176\u80fd\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u53ef\u6267\u884c\u6b65\u9aa4；\u5de5\u5177\u8c03\u7528\u80fd\u529b，\u652f\u6301\u5176\u7075\u6d3b\u8fd0\u7528\u5916\u90e8\u6570\u636e\u6e90\u3001\u8ba1\u7b97\u63a5\u53e3\u7b49\u8d44\u6e90；\u8bb0\u5fc6\u7ba1\u7406\u80fd\u529b，\u5e2e\u52a9\u667a\u80fd\u4f53\u8bb0\u5f55\u4efb\u52a1\u4e0a\u4e0b\u6587\u3001\u7528\u6237\u504f\u597d\u53ca\u5386\u53f2\u4ea4\u4e92\u4fe1\u606f\u3002\u4e09\u8005\u534f\u540c\u8fd0\u4f5c，\u8ba9 LLM-based Agent \u8fdb\u5316\u4e3a\u80fd\u591f\u81ea\u4e3b\u7406\u89e3\u95ee\u9898\u3001\u89c4\u5212\u51b3\u7b56\u8def\u5f84，\u5e76\u9ad8\u6548\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684\u667a\u80fd\u4f53\u3002\u200b<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4ece\u8bbe\u8ba1\u521d\u8877\u6765\u770b，LLM-based Agent \u65e8\u5728\u653b\u514b\u4f20\u7edf\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\u3002\u5f53\u4efb\u52a1\u6d89\u53ca\u591a\u6b65\u9aa4\u6d41\u7a0b\u3001\u9700\u5b9e\u65f6\u8c03\u7528\u5916\u90e8\u77e5\u8bc6（\u5982\u5929\u6c14\u67e5\u8be2\u3001\u6570\u636e\u5206\u6790），\u6216\u4f9d\u8d56\u52a8\u6001\u51b3\u7b56\u65f6，LLM-based Agent \u901a\u8fc7\u6846\u67b6\u8d4b\u80fd，\u5c06\u5927\u8bed\u8a00\u6a21\u578b\u7684 \u201c\u77e5\u8bc6\u50a8\u5907\u201d \u8f6c\u5316\u4e3a\u5b9e\u9645\u884c\u52a8\u80fd\u529b，\u4e3a\u667a\u80fd\u4ea4\u4e92\u4e0e\u81ea\u52a8\u5316\u4efb\u52a1\u6267\u884c\u63d0\u4f9b\u66f4\u5177\u843d\u5730\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n
\u53d1\u5c55\u5386\u7a0b<\/h3>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0AI Agent \u7684\u53d1\u5c55\u6e90\u8fdc\u6d41\u957f，\u7406\u8bba\u57fa\u7840\u6784\u5efa\u4e8e 20 \u4e16\u7eaa\u30021950 \u5e74\u4ee3，\u963f\u5170\u30fb\u56fe\u7075\u63d0\u51fa \u201c\u56fe\u7075\u6d4b\u8bd5\u201d，\u7387\u5148\u5c06\u667a\u80fd\u4f53\u6982\u5ff5\u5f15\u5165\u4eba\u5de5\u667a\u80fd\u9886\u57df，\u5f00\u542f\u4e86\u673a\u5668\u6a21\u62df\u4eba\u7c7b\u667a\u80fd\u884c\u4e3a\u7684\u63a2\u8ba8\u3002\u76f4\u81f3 1995 \u5e74，Wooldridge \u548c Jennings \u660e\u786e\u5c06 AI Agent \u5b9a\u4e49\u4e3a \u201c\u5728\u73af\u5883\u4e2d\u81ea\u4e3b\u884c\u52a8\u4ee5\u5b9e\u73b0\u76ee\u6807\u7684\u8ba1\u7b97\u673a\u7cfb\u7edf\u201d，\u5e76\u8d4b\u4e88\u5176\u81ea\u4e3b\u6027\u3001\u53cd\u5e94\u6027\u3001\u793e\u4f1a\u80fd\u529b\u548c\u4e3b\u52a8\u6027\u56db\u5927\u5173\u952e\u5c5e\u6027，\u81f3\u6b64，AI Agent \u6709\u4e86\u6e05\u6670\u7684\u7406\u8bba\u8f6e\u5ed3\u3002\u200b<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a02000 \u5e74\u81f3 2010 \u5e74\u4ee3，AI Agent \u8fdb\u5165\u6280\u672f\u6f14\u8fdb\u4e0e\u5206\u7c7b\u7ec6\u5316\u9636\u6bb5\u3002\u7f57\u7d20\u7b49\u4eba\u5728\u300a\u4eba\u5de5\u667a\u80fd：\u73b0\u4ee3\u65b9\u6cd5\u300b\u4e2d，\u5c06\u5176\u5206\u4e3a\u4e94\u7c7b：<\/p>\n
- \n
- \n
\u7b80\u5355\u53cd\u5c04\u578b，\u5982\u81ea\u52a8\u907f\u969c\u673a\u5668\u4eba；<\/p>\n<\/li>\n
- \n
\u57fa\u4e8e\u6a21\u578b\u578b，\u4f9d\u9760\u73af\u5883\u6a21\u578b\u66f4\u65b0\u72b6\u6001；<\/p>\n<\/li>\n
- \n
\u57fa\u4e8e\u76ee\u6807\u578b，\u50cf\u8def\u5f84\u89c4\u5212\u7cfb\u7edf；<\/p>\n<\/li>\n
- \n
\u57fa\u4e8e\u5b9e\u7528\u7a0b\u5e8f\u578b，\u7528\u4e8e\u4f18\u5316\u591a\u76ee\u6807\u51b3\u7b56；<\/p>\n<\/li>\n
- \n
\u5b66\u4e60\u578b，\u4f8b\u5982 AlphaGo \u501f\u52a9\u5f3a\u5316\u5b66\u4e60\u4e0d\u65ad\u4f18\u5316\u7b56\u7565\u3002<\/p>\n<\/li>\n<\/ul>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8fd9\u4e9b\u5206\u7c7b\u4e3a\u540e\u7eed\u7814\u7a76\u4e0e\u5e94\u7528\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u200b<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a02022 \u5e74\u540e，\u5927\u8bed\u8a00\u6a21\u578b（LLM）\u7684\u5d1b\u8d77\u6210\u4e3a AI Agent \u53d1\u5c55\u7684\u5173\u952e\u8f6c\u6298\u70b9\u3002\u4ee5 GPT \u7cfb\u5217\u4e3a\u4ee3\u8868\u7684 LLM，\u51ed\u501f\u5728\u6d77\u91cf\u6587\u672c\u6570\u636e\u4e2d\u5b66\u4e60\u5230\u7684\u5f3a\u5927\u8bed\u8a00\u7406\u89e3\u4e0e\u63a8\u7406\u80fd\u529b，\u4e3a Agent \u6ce8\u5165\u4e86\u66f4\u667a\u80fd\u7684 \u201c\u5927\u8111\u201d\u3002\u5f53\u7528\u6237\u63d0\u51fa\u590d\u6742\u4efb\u52a1\u65f6，LLM \u80fd\u591f\u5feb\u901f\u89e3\u6790\u8bed\u4e49，\u63d0\u70bc\u5173\u952e\u4fe1\u606f，\u4e3a\u540e\u7eed\u51b3\u7b56\u63d0\u4f9b\u575a\u5b9e\u57fa\u7840\u3002\u200b<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Lilian Weng \u63d0\u51fa\u7684 \u201cLLM + \u8bb0\u5fc6 + \u4efb\u52a1\u89c4\u5212 + \u5de5\u5177\u4f7f\u7528\u201d \u56db\u4ef6\u5957\u67b6\u6784，\u8fdb\u4e00\u6b65\u5b8c\u5584\u4e86 AI Agent \u7684\u8fd0\u4f5c\u4f53\u7cfb\u3002\u8bb0\u5fc6\u6a21\u5757\u53ef\u8bb0\u5f55\u4ea4\u4e92\u5386\u53f2\u4e0e\u4efb\u52a1\u4e0a\u4e0b\u6587，\u907f\u514d\u91cd\u590d\u52b3\u52a8；\u4efb\u52a1\u89c4\u5212\u6a21\u5757\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u53ef\u6267\u884c\u6b65\u9aa4；\u5de5\u5177\u4f7f\u7528\u6a21\u5757\u5219\u8d4b\u4e88 Agent \u8c03\u7528\u641c\u7d22\u5f15\u64ce\u3001\u8ba1\u7b97\u5668\u7b49\u5916\u90e8\u5de5\u5177\u7684\u80fd\u529b，\u8ba9\u5176\u4ece \u201c\u7eb8\u4e0a\u8c08\u5175\u201d \u8d70\u5411 \u201c\u5b9e\u6218\u64cd\u4f5c\u201d，\u8be5\u67b6\u6784\u4e5f\u56e0\u6b64\u6210\u4e3a\u73b0\u4ee3 AI Agent \u7684\u6807\u51c6\u8303\u5f0f\u3002\u200b<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5728\u6b64\u80cc\u666f\u4e0b，AutoGPT \u7b49\u5f00\u6e90\u9879\u76ee\u5e94\u8fd0\u800c\u751f\u3002\u5b83\u4eec\u4ee5 LLM \u4e3a\u6838\u5fc3，\u6574\u5408\u591a\u6a21\u5757\u80fd\u529b，\u5b9e\u73b0\u4ece\u4efb\u52a1\u7406\u89e3\u5230\u6267\u884c\u7684\u7aef\u5230\u7aef\u95ed\u73af，\u4f8b\u5982\u81ea\u52a8\u7f16\u7a0b\u3001\u6570\u636e\u5206\u6790\u7b49，\u63a8\u52a8 Agent \u771f\u6b63\u4ece\u7406\u8bba\u6784\u60f3\u8fc8\u5411\u5b9e\u9645\u5e94\u7528\u3002\u200b<\/p>\n
\u5206\u7c7b<\/h3>\n
\u5355\u4ee3\u7406<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5355\u4ee3\u7406 AI \u51ed\u501f\u5176\u80fd\u591f\u7406\u89e3\u4eba\u7c7b\u81ea\u7136\u8bed\u8a00\u547d\u4ee4\u5e76\u6267\u884c\u65e5\u5e38\u4efb\u52a1\u7684\u7279\u6027，\u5df2\u8fc5\u901f\u6210\u4e3a\u7528\u6237\u751f\u6d3b\u4e2d\u7684\u5f97\u529b\u52a9\u624b，\u5177\u6709\u6781\u9ad8\u7684\u5b9e\u7528\u4ef7\u503c\u3002\u4ece\u5e94\u7528\u5c42\u6b21\u6765\u770b，\u5b83\u6db5\u76d6\u4e86\u4efb\u52a1\u5bfc\u5411\u3001\u521b\u65b0\u5bfc\u5411\u548c\u751f\u547d\u5468\u671f\u5bfc\u5411\u4e09\u4e2a\u7ef4\u5ea6\u3002\u200b<\/p>\n
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\u591a\u4ee3\u7406<\/h4>\n
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\u4eba\u673a\u4ea4\u4e92<\/h4>\n
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Instructor – Executor \u6a21\u5f0f：Instructor – Executor \u6a21\u5f0f\u4e0b，\u4eba\u7c7b\u626e\u6f14\u6307\u5bfc\u8005\u89d2\u8272，\u63d0\u4f9b\u6307\u4ee4\u4e0e\u53cd\u9988，\u4ee3\u7406\u4f5c\u4e3a\u6267\u884c\u8005\u4f9d\u6b64\u8c03\u6574\u4f18\u5316\u3002\u5728\u533b\u7597\u9886\u57df，\u533b\u751f\u5411\u533b\u7597\u8f85\u52a9\u667a\u80fd\u4ee3\u7406\u4e0b\u8fbe \u201c\u5206\u6790\u60a3\u8005\u8fd1\u671f\u75c5\u5386\u6570\u636e，\u7ed9\u51fa\u521d\u6b65\u8bca\u65ad\u5efa\u8bae\u201d \u7684\u6307\u4ee4，\u4ee3\u7406\u6267\u884c\u4efb\u52a1\u540e，\u533b\u751f\u6839\u636e\u7ed3\u679c\u63d0\u51fa\u53cd\u9988\u610f\u89c1，\u5982 \u201c\u8865\u5145\u8003\u8651\u60a3\u8005\u5bb6\u65cf\u75c5\u53f2\u56e0\u7d20\u201d，\u4ee3\u7406\u636e\u6b64\u8fdb\u4e00\u6b65\u5b8c\u5584\u8bca\u65ad\u5206\u6790，\u8fd9\u79cd\u6a21\u5f0f\u5728\u6559\u80b2\u3001\u5546\u4e1a\u7b49\u9886\u57df\u540c\u6837\u5e7f\u6cdb\u5e94\u7528，\u52a9\u529b\u5404\u884c\u4e1a\u63d0\u5347\u5de5\u4f5c\u8d28\u91cf\u4e0e\u6548\u7387\u3002\u200b<\/p>\n<\/li>\n
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Equal Partnership \u6a21\u5f0f：\u968f\u7740\u6280\u672f\u53d1\u5c55，\u4ee3\u7406\u5728\u4e0e\u4eba\u7c7b\u4ea4\u6d41\u4e2d\u9010\u6e10\u5c55\u73b0\u51fa\u5171\u60c5\u80fd\u529b，\u4ee5\u5e73\u7b49\u8eab\u4efd\u53c2\u4e0e\u4efb\u52a1\u6267\u884c\u3002\u5728\u5bb6\u5ead\u966a\u4f34\u573a\u666f\u4e2d，\u667a\u80fd\u4ee3\u7406\u80fd\u654f\u9510\u611f\u77e5\u4eba\u7c7b\u60c5\u7eea\u53d8\u5316，\u5f53\u4e3b\u4eba\u75b2\u60eb\u65f6，\u5b83\u9001\u4e0a\u6e29\u99a8\u95ee\u5019\u5e76\u64ad\u653e\u8212\u7f13\u97f3\u4e50；\u5728\u5171\u540c\u5b8c\u6210\u5bb6\u5ead\u88c5\u4fee\u9879\u76ee\u65f6，\u4e0e\u4e3b\u4eba\u5e73\u7b49\u5546\u8ba8\u8bbe\u8ba1\u65b9\u6848，\u4f9d\u636e\u4e3b\u4eba\u559c\u597d\u4e0e\u7a7a\u95f4\u5b9e\u9645\u60c5\u51b5\u63d0\u51fa\u4e13\u4e1a\u5efa\u8bae，\u8fd9\u79cd\u6a21\u5f0f\u8ba9\u667a\u80fd\u4ee3\u7406\u771f\u6b63\u878d\u5165\u4eba\u7c7b\u751f\u6d3b，\u6210\u4e3a\u672a\u6765\u793e\u4f1a\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u200b<\/p>\n<\/li>\n<\/ul>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0AI Agent \u7684\u5355\u4ee3\u7406\u3001\u591a\u4ee3\u7406\u4ee5\u53ca\u4eba\u673a\u4ea4\u4e92\u8fd9\u4e09\u79cd\u7c7b\u578b，\u4ece\u4e0d\u540c\u7ef4\u5ea6\u62d3\u5c55\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528\u8fb9\u754c，\u65e0\u8bba\u662f\u670d\u52a1\u4e2a\u4eba\u751f\u6d3b\u3001\u63a8\u52a8\u79d1\u5b66\u521b\u65b0，\u8fd8\u662f\u4fc3\u8fdb\u4eba\u673a\u6df1\u5ea6\u534f\u4f5c，\u90fd\u5c55\u73b0\u51fa\u5de8\u5927\u6f5c\u529b，\u968f\u7740\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65，\u5b83\u4eec\u5c06\u5728\u66f4\u591a\u9886\u57df\u7efd\u653e\u5149\u5f69，\u6df1\u523b\u6539\u53d8\u4eba\u7c7b\u751f\u6d3b\u4e0e\u793e\u4f1a\u53d1\u5c55\u683c\u5c40\u3002<\/p>\n
\u57fa\u7840\u67b6\u6784<\/h3>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/p>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512170411-68222a0b23a07.png\")
<\/p>\n<\/h3>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u8fd9\u5f20\u56fe\u5c55\u793a\u4e86 AI Agent \u7684\u57fa\u7840\u67b6\u6784，\u4e3b\u8981\u5305\u542b\u4ee5\u4e0b\u56db\u4e2a\u6a21\u5757：<\/p>\n
Planning<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0planning（\u89c4\u5212）\u6a21\u5757\u4f5c\u4e3a\u51b3\u7b56\u6838\u5fc3，\u56f4\u7ed5\u4efb\u52a1\u5206\u6790\u4e0e\u7b56\u7565\u5236\u5b9a\u5c55\u5f00\u3002<\/p>\n
- \n
- \n
\u529f\u80fd\u4e0e\u4f5c\u7528：\u8d1f\u8d23\u5bf9\u4efb\u52a1\u8fdb\u884c\u5168\u9762\u5206\u6790，\u901a\u8fc7\u53cd\u601d\u3001\u81ea\u6211\u8bc4\u4f30\u3001\u601d\u7ef4\u94fe\u63a8\u5bfc\u548c\u5b50\u76ee\u6807\u5206\u89e3\u7b49\u8fc7\u7a0b，\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u5177\u4f53\u3001\u53ef\u6267\u884c\u7684\u5b50\u4efb\u52a1，\u5e76\u786e\u5b9a\u884c\u52a8\u987a\u5e8f\u4e0e\u65b9\u6cd5\u3002\u540c\u65f6，\u6301\u7eed\u601d\u8003\u884c\u52a8\u5408\u7406\u6027，\u52a8\u6001\u4f18\u5316\u7b56\u7565，\u5982\u5c06\u64b0\u5199\u62a5\u544a\u62c6\u89e3\u4e3a\u8d44\u6599\u6536\u96c6\u3001\u5927\u7eb2\u62df\u5b9a\u7b49\u6b65\u9aa4，\u4fdd\u969c\u4efb\u52a1\u9ad8\u6548\u63a8\u8fdb\u3002<\/p>\n<\/li>\n
- \n
\u8ba1\u5212\u7c7b\u578b：<\/p>\n
- \n
- \n
\u4e0d\u4f9d\u8d56\u53cd\u9988\u7684\u8ba1\u5212：\u5236\u5b9a\u8fc7\u7a0b\u4e2d\u4e0d\u53c2\u8003\u4efb\u52a1\u6267\u884c\u540e\u7684\u53cd\u9988，\u5e38\u7528\u7b56\u7565\u5305\u62ec\u5355\u8def\u5f84\u63a8\u7406，\u6309\u7ea7\u8054\u65b9\u5f0f\u9010\u6b65\u751f\u6210\u8ba1\u5212；\u591a\u8def\u5f84\u63a8\u7406，\u751f\u6210\u591a\u4e2a\u5907\u9009\u8ba1\u5212\u8def\u5f84；\u8fd8\u53ef\u501f\u52a9\u5916\u90e8\u89c4\u5212\u5668\u5feb\u901f\u641c\u7d22\u6700\u4f18\u8ba1\u5212，\u9002\u7528\u4e8e\u4efb\u52a1\u73af\u5883\u76f8\u5bf9\u786e\u5b9a\u7684\u573a\u666f\u3002<\/p>\n<\/li>\n
- \n
\u57fa\u4e8e\u53cd\u9988\u7684\u8ba1\u5212：\u4f9d\u636e\u4efb\u52a1\u6267\u884c\u540e\u7684\u53cd\u9988\u52a8\u6001\u8c03\u6574\u8ba1\u5212，\u53cd\u9988\u6765\u6e90\u6db5\u76d6\u4efb\u52a1\u7ed3\u679c\u5ba2\u89c2\u6570\u636e\u3001\u4eba\u7684\u4e3b\u89c2\u8bc4\u4ef7\u3001\u5176\u4ed6 Agent \u610f\u89c1\u6216\u8f85\u52a9\u6a21\u578b\u8bc4\u4f30（\u7c7b\u4f3c\u5f3a\u5316\u5b66\u4e60\u4e2d\u7684 Reward Modeling），\u66f4\u9002\u5408\u957f\u671f\u3001\u590d\u6742\u4e14\u73af\u5883\u591a\u53d8\u7684\u89c4\u5212\u4efb\u52a1 \u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
Memory<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0memory（\u8bb0\u5fc6）\u6a21\u5757\u662f\u5176\u5b9e\u73b0\u667a\u80fd\u4ea4\u4e92\u4e0e\u4efb\u52a1\u5904\u7406\u7684\u5173\u952e\u652f\u6491\u3002<\/p>\n
- \n
- \n
\u6838\u5fc3\u4f5c\u7528：\u907f\u514d\u91cd\u590d\u52b3\u52a8，\u5982\u5728\u8fde\u7eed\u5904\u7406\u76f8\u4f3c\u4efb\u52a1\u65f6，Agent \u53ef\u590d\u7528\u8bb0\u5fc6\u4e2d\u7684\u89e3\u51b3\u65b9\u6848；\u52a9\u529b\u5b66\u4e60\u4e0e\u7ecf\u9a8c\u79ef\u7d2f，\u4f7f\u5176\u80fd\u4ece\u5386\u53f2\u4ea4\u4e92\u548c\u4efb\u52a1\u6267\u884c\u4e2d\u603b\u7ed3\u89c4\u5f8b，\u4e0d\u65ad\u4f18\u5316\u81ea\u8eab\u80fd\u529b；\u4e3a\u51b3\u7b56\u63d0\u4f9b\u4f9d\u636e，\u5728\u9762\u5bf9\u65b0\u4efb\u52a1\u6216\u590d\u6742\u60c5\u51b5\u65f6，Agent \u901a\u8fc7\u68c0\u7d22\u8bb0\u5fc6\u4e2d\u7684\u76f8\u5173\u4fe1\u606f\u8f85\u52a9\u51b3\u7b56，\u4f8b\u5982\u865a\u62df\u5ba2\u670d\u53c2\u8003\u5ba2\u6237\u5386\u53f2\u54a8\u8be2\u8bb0\u5f55，\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u4e2a\u6027\u5316\u3001\u7cbe\u51c6\u7684\u670d\u52a1 \u3002<\/p>\n<\/li>\n
- \n
\u8bb0\u5fc6\u7c7b\u578b\u4e0e\u529f\u80fd：\u5206\u4e3a\u77ed\u671f\u8bb0\u5fc6\u548c\u957f\u671f\u8bb0\u5fc6\u3002<\/p>\n
- \n
- \n
\u77ed\u671f\u8bb0\u5fc6\u805a\u7126\u5f53\u524d\u4efb\u52a1，\u5b9e\u65f6\u5b58\u50a8\u7528\u6237\u6700\u65b0\u6307\u4ee4\u3001\u4e2d\u95f4\u8ba1\u7b97\u7ed3\u679c\u7b49\u5373\u65f6\u4fe1\u606f，\u786e\u4fdd Agent \u5728\u5904\u7406\u4efb\u52a1\u65f6\u80fd\u591f\u5feb\u901f\u8c03\u7528\u6700\u8fd1\u4ea7\u751f\u7684\u6570\u636e；<\/p>\n<\/li>\n
- \n
\u957f\u671f\u8bb0\u5fc6\u5219\u4f5c\u4e3a\u77e5\u8bc6\u5b9d\u5e93，\u50a8\u5b58\u8fc7\u5f80\u4efb\u52a1\u89e3\u51b3\u65b9\u6848\u3001\u901a\u7528\u77e5\u8bc6\u7b49\u6301\u4e45\u6027\u5185\u5bb9，\u4e3a Agent \u63d0\u4f9b\u7ecf\u9a8c\u548c\u77e5\u8bc6\u50a8\u5907\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
Tools<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Tools（\u5de5\u5177）\u6a21\u5757\u5b9b\u5982\u667a\u80fd\u4f53\u4f38\u5411\u5916\u90e8\u4e16\u754c\u7684\u89e6\u624b，\u662f\u5b9e\u73b0\u590d\u6742\u4efb\u52a1\u5904\u7406\u7684\u5173\u952e\u7ec4\u4ef6，\u627f\u62c5\u7740\u8fde\u63a5 Agent \u5185\u90e8\u667a\u80fd\u51b3\u7b56\u4e0e\u5916\u90e8\u8d44\u6e90\u5229\u7528\u7684\u91cd\u4efb\u3002<\/p>\n
- \n
- \n
\u6838\u5fc3\u4f5c\u7528：Tools \u6a21\u5757\u7684\u6838\u5fc3\u4f5c\u7528\u5728\u4e8e\u6781\u5927\u5730\u6269\u5c55\u4e86 Agent \u7684\u80fd\u529b\u8fb9\u754c \u3002Agent \u81ea\u8eab\u867d\u5177\u5907\u4e00\u5b9a\u7684\u667a\u80fd\u51b3\u7b56\u548c\u57fa\u7840\u5904\u7406\u80fd\u529b，\u4f46\u9762\u5bf9\u590d\u6742\u591a\u6837\u7684\u73b0\u5b9e\u4efb\u52a1，\u4ec5\u9760\u81ea\u8eab\u5f80\u5f80\u529b\u4e0d\u4ece\u5fc3\u3002\u901a\u8fc7\u8c03\u7528\u8fd9\u4e9b\u529f\u80fd\u5404\u5f02\u7684\u5de5\u5177，Agent \u5f97\u4ee5\u5b8c\u6210\u7279\u5b9a\u529f\u80fd，\u5c06\u539f\u672c\u68d8\u624b\u7684\u590d\u6742\u4efb\u52a1\u5404\u4e2a\u51fb\u7834 \u3002<\/p>\n<\/li>\n
- \n
\u5de5\u5177\u7c7b\u578b：<\/p>\n
- \n
- \n
\u5bf9\u8bdd\u7cfb\u7edf\u4e0e NLP \u5de5\u5177：\u8d1f\u8d23\u7ba1\u7406\u5bf9\u8bdd\u6d41\u7a0b，\u5b9e\u73b0\u610f\u56fe\u8bc6\u522b\u3001\u60c5\u611f\u5206\u6790\u7b49\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u4efb\u52a1，\u4f9d\u6258\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b（\u5982 GPT-4）\u3001\u610f\u56fe\u8bc6\u522b\u5f15\u64ce\u3001\u5bf9\u8bdd\u72b6\u6001\u8ddf\u8e2a\u7b49\u6280\u672f，\u63d0\u5347\u4eba\u673a\u4ea4\u4e92\u7684\u6d41\u7545\u6027\u4e0e\u667a\u80fd\u6027\u3002<\/p>\n<\/li>\n
- \n
\u9886\u57df\u4e13\u7528\u5de5\u5177：\u9886\u57df\u4e13\u7528\u5de5\u5177\u662f AI Agent \u4f53\u7cfb\u4e2d\u9762\u5411\u91d1\u878d\u3001\u533b\u7597\u7b49\u5782\u76f4\u4e1a\u52a1\u9886\u57df\u7684\u4e13\u4e1a\u5316\u529f\u80fd\u6a21\u5757，\u8fd9\u7c7b\u5de5\u5177\u6df1\u5ea6\u878d\u5408\u884c\u4e1a\u7279\u6027，\u4ee5\u884c\u4e1a\u77e5\u8bc6\u56fe\u8c31\u4e3a\u77e5\u8bc6\u5e95\u5ea7，\u7cfb\u7edf\u68b3\u7406\u9886\u57df\u5185\u5b9e\u4f53\u5173\u7cfb\u4e0e\u4e1a\u52a1\u903b\u8f91；\u4f9d\u6258\u9886\u57df\u9884\u8bad\u7ec3\u6a21\u578b，\u9488\u5bf9\u6027\u5f3a\u5316\u5bf9\u4e13\u4e1a\u672f\u8bed\u3001\u4e1a\u52a1\u6d41\u7a0b\u7684\u7406\u89e3\u4e0e\u5904\u7406\u80fd\u529b；\u540c\u65f6\u5d4c\u5165\u5408\u89c4\u6027\u6821\u9a8c\u6a21\u5757，\u786e\u4fdd\u4e1a\u52a1\u64cd\u4f5c\u5168\u7a0b\u7b26\u5408\u884c\u4e1a\u76d1\u7ba1\u89c4\u8303\u4e0e\u6570\u636e\u5b89\u5168\u6807\u51c6\u3002<\/p>\n<\/li>\n
- \n
API \u4e0e\u7b2c\u4e09\u65b9\u670d\u52a1\u96c6\u6210\u5de5\u5177：\u4f5c\u4e3a\u8fde\u63a5\u5916\u90e8\u7cfb\u7edf\u548c\u670d\u52a1\u7684\u67a2\u7ebd，\u7528\u4e8e\u6267\u884c\u6570\u636e\u67e5\u8be2\u3001\u652f\u4ed8\u5904\u7406\u3001\u4e91\u670d\u52a1\u914d\u7f6e\u7b49\u64cd\u4f5c\u3002\u4f8b\u5982\u5f53\u4e0b\u70ed\u95e8\u7684 MCP，\u901a\u8fc7\u5236\u5b9a\u89c4\u8303，\u4e3a Agent \u8c03\u7528\u5916\u90e8\u5de5\u5177\u63d0\u4f9b\u7edf\u4e00\u6865\u6881，\u52a9\u529b\u5927\u6a21\u578b\u81ea\u4e3b\u8c03\u7528\u9002\u914d\u7684 API \u63a5\u53e3\u3002<\/p>\n<\/li>\n
- \n
\u6570\u636e\u4e0e\u77e5\u8bc6\u5e93\u5de5\u5177：\u4e13\u6ce8\u4e8e\u7ed3\u6784\u5316\u6570\u636e\u68c0\u7d22\u3001\u77e5\u8bc6\u589e\u5f3a\u4e0e\u52a8\u6001\u66f4\u65b0，\u5e38\u89c1\u7c7b\u578b\u5305\u62ec\u5411\u91cf\u6570\u636e\u5e93\u3001\u56fe\u6570\u636e\u5e93\u4ee5\u53ca\u5b9e\u65f6\u6570\u636e\u6d41\u5904\u7406\u5de5\u5177，\u4e3a AI Agent \u63d0\u4f9b\u77e5\u8bc6\u50a8\u5907\u4e0e\u6570\u636e\u652f\u6301\u3002<\/p>\n<\/li>\n
- \n
\u81ea\u52a8\u5316\u4e0e\u811a\u672c\u5de5\u5177：\u5b9e\u73b0\u4ee3\u7801\u751f\u6210\u3001\u6d41\u7a0b\u81ea\u52a8\u5316\u6216\u7269\u7406\u8bbe\u5907\u63a7\u5236，\u5982\u4ee3\u7801\u89e3\u91ca\u5668\u3001GUI \u81ea\u52a8\u5316\u6846\u67b6\u3001\u673a\u5668\u4eba\u63a7\u5236\u534f\u8bae\u7b49，\u5c06\u590d\u6742\u4efb\u52a1\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u81ea\u52a8\u5316\u64cd\u4f5c \u3002<\/p>\n<\/li>\n
- \n
\u591a\u6a21\u6001\u4ea4\u4e92\u5de5\u5177：\u652f\u6301\u6587\u672c\u3001\u8bed\u97f3\u3001\u56fe\u50cf\u7b49\u591a\u6a21\u6001\u8f93\u5165\u8f93\u51fa，\u901a\u8fc7\u89c6\u89c9\u89e3\u6790\u6a21\u578b（\u5982 BLIP-v2）\u3001\u8bed\u97f3\u8bc6\u522b\u5f15\u64ce\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\u7b49\u6280\u672f，\u5f3a\u5316 AI Agent \u5bf9\u73af\u5883\u7684\u611f\u77e5\u4e0e\u4ea4\u4e92\u80fd\u529b\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
Action<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0action（\u884c\u52a8）\u6a21\u5757\u662f\u8fde\u63a5\u51b3\u7b56\u4e0e\u73b0\u5b9e\u7684\u6865\u6881，\u5c06\u62bd\u8c61\u89c4\u5212\u8f6c\u5316\u4e3a\u5177\u4f53\u5b9e\u8df5\u3002<\/p>\n
- \n
- \n
\u6838\u5fc3\u4f5c\u7528：\u4f5c\u4e3a\u4efb\u52a1\u6267\u884c\u7684 \u201c\u6700\u540e\u4e00\u516c\u91cc\u201d，\u5c06\u89c4\u5212\u6a21\u5757\u5236\u5b9a\u7684\u7b56\u7565\u8f6c\u5316\u4e3a\u5b9e\u9645\u64cd\u4f5c，\u901a\u8fc7\u8c03\u7528\u5de5\u5177\u6a21\u5757\u7684\u5404\u7c7b\u5de5\u5177\u6216\u76f4\u63a5\u8f93\u51fa\u7ed3\u679c，\u5b9e\u73b0\u4efb\u52a1\u76ee\u6807，\u786e\u4fdd AI Agent \u7684\u51b3\u7b56\u80fd\u591f\u6709\u6548\u4f5c\u7528\u4e8e\u5916\u90e8\u73af\u5883 \u3002<\/p>\n<\/li>\n
- \n
\u884c\u52a8\u8003\u91cf\u8981\u7d20：\u6267\u884c\u4efb\u52a1\u65f6，\u9700\u7efc\u5408\u8003\u8651\u884c\u52a8\u76ee\u6807（\u5b8c\u6210\u4efb\u52a1\u3001\u4ea4\u4e92\u3001\u73af\u5883\u63a2\u7d22\u7b49）\u3001\u751f\u6210\u65b9\u5f0f（\u57fa\u4e8e\u8fc7\u5f80\u8bb0\u5fc6\u7ecf\u9a8c\u67e5\u8be2，\u6216\u9075\u5faa\u9884\u8bbe\u8ba1\u5212）\u3001\u5e94\u7528\u8303\u56f4（\u501f\u52a9 API\u3001\u77e5\u8bc6\u5e93\u7b49\u5916\u90e8\u5de5\u5177\u62d3\u5c55，\u540c\u65f6\u53d1\u6325 LLM \u89c4\u5212\u3001\u5bf9\u8bdd\u3001\u7406\u89e3\u5e38\u8bc6\u7b49\u5185\u5728\u80fd\u529b），\u4ee5\u53ca\u53ef\u80fd\u4ea7\u751f\u7684\u5f71\u54cd\u3002<\/p>\n<\/li>\n<\/ul>\n
AI Agent \u51b3\u7b56\u95ed\u73af<\/h3>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512170412-68222a0cb6a84.png\")
<\/p>\n\u611f\u77e5<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u611f\u77e5\u73af\u8282\u4f5c\u4e3a\u667a\u80fd\u4f53\u7684 \u201c\u611f\u5b98\u201d，\u901a\u8fc7\u6444\u50cf\u5934\u3001\u9ea6\u514b\u98ce\u7b49\u4f20\u611f\u5668\u6216\u6570\u636e\u63a5\u53e3，\u5c06\u5916\u754c\u73af\u5883\u4e2d\u7684\u56fe\u50cf\u3001\u58f0\u97f3\u3001\u6587\u672c\u7b49\u539f\u59cb\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u5904\u7406\u7684\u4fe1\u606f\u3002\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u7269\u4f53，\u81ea\u7136\u8bed\u8a00\u5904\u7406\u89e3\u6790\u7528\u6237\u8f93\u5165\u7684\u8bed\u4e49，\u6700\u7ec8\u6784\u5efa\u51fa\u73af\u5883\u72b6\u6001\u8868\u5f81，\u4e3a\u540e\u7eed\u51b3\u7b56\u63d0\u4f9b\u57fa\u7840\u3002\u4f8b\u5982，\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u901a\u8fc7\u6fc0\u5149\u96f7\u8fbe\u611f\u77e5\u9053\u8def\u4e0a\u7684\u8f66\u8f86\u3001\u884c\u4eba\u4e0e\u969c\u788d\u7269，\u5f62\u6210\u5468\u56f4\u73af\u5883\u7684 3D \u6a21\u578b，\u8fd9\u4fbf\u662f\u611f\u77e5\u73af\u8282\u7684\u5177\u8c61\u5316\u4f53\u73b0\u3002<\/p>\n
\u89c4\u5212<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u89c4\u5212\u73af\u8282\u5219\u5982\u540c\u667a\u80fd\u4f53\u7684 \u201c\u5927\u8111\u201d，\u57fa\u4e8e\u611f\u77e5\u4fe1\u606f\u4e0e\u9884\u8bbe\u76ee\u6807，\u8fdb\u884c\u7b56\u7565\u7684\u5236\u5b9a\u4e0e\u63a8\u6f14\u3002\u9762\u5bf9\u5bfc\u822a\u5230\u7279\u5b9a\u5730\u70b9\u7684\u4efb\u52a1，\u667a\u80fd\u4f53\u901a\u8fc7 A * \u7b97\u6cd5\u7b49\u4f18\u5316\u5de5\u5177\u89c4\u5212\u6700\u4f18\u8def\u5f84；\u5728\u5bf9\u8bdd\u573a\u666f\u4e2d，\u4f9d\u636e\u7528\u6237\u610f\u56fe\u9884\u6d4b\u4e0b\u4e00\u6b65\u9700\u6c42，\u751f\u6210\u5408\u7406\u56de\u590d\u3002\u7b26\u53f7\u63a8\u7406\u9002\u7528\u4e8e\u89c4\u5219\u660e\u786e\u7684\u7ed3\u6784\u5316\u73af\u5883，\u5982\u56fd\u9645\u8c61\u68cb\u535a\u5f08；\u800c\u5f3a\u5316\u5b66\u4e60\u5219\u5728\u52a8\u6001\u3001\u4e0d\u786e\u5b9a\u7684\u573a\u666f\u4e2d\u5927\u653e\u5f02\u5f69，\u8ba9\u667a\u80fd\u4f53\u5728\u8bd5\u9519\u4e2d\u4e0d\u65ad\u4f18\u5316\u7b56\u7565\u3002\u89c4\u5212\u73af\u8282\u8f93\u51fa\u7684\u884c\u52a8\u6307\u4ee4，\u662f\u8fde\u63a5\u865a\u62df\u51b3\u7b56\u4e0e\u73b0\u5b9e\u6267\u884c\u7684\u6865\u6881\u3002<\/p>\n
\u884c\u52a8<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u884c\u52a8\u73af\u8282\u4f5c\u4e3a\u51b3\u7b56\u95ed\u73af\u7684 \u201c\u80a2\u4f53\u201d，\u8d1f\u8d23\u5c06\u89c4\u5212\u6307\u4ee4\u8f6c\u5316\u4e3a\u5b9e\u9645\u64cd\u4f5c\u3002\u673a\u68b0\u81c2\u6839\u636e\u63a7\u5236\u4fe1\u53f7\u6293\u53d6\u7269\u4f53，\u667a\u80fd\u97f3\u7bb1\u901a\u8fc7\u626c\u58f0\u5668\u64ad\u653e\u8bed\u97f3\u56de\u590d，\u8fd9\u4e9b\u90fd\u662f\u884c\u52a8\u73af\u8282\u7684\u5177\u4f53\u5448\u73b0\u3002\u5728\u81ea\u52a8\u9a7e\u9a76\u573a\u666f\u4e2d，\u8f66\u8f86\u7684\u8f6c\u5411\u3001\u52a0\u901f\u3001\u5239\u8f66\u7b49\u64cd\u4f5c\u5fc5\u987b\u5177\u5907\u6781\u9ad8\u7684\u786e\u5b9a\u6027\u4e0e\u5b9e\u65f6\u6027，\u4ee5\u5e94\u5bf9\u77ac\u606f\u4e07\u53d8\u7684\u8def\u51b5，\u786e\u4fdd\u5b89\u5168\u884c\u9a76\u3002\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/p>\n
\u89c2\u5bdf<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u89c2\u5bdf\u73af\u8282\u4f5c\u4e3a\u95ed\u73af\u7684 \u201c\u53cd\u9988\u56de\u8def\u201d，\u627f\u62c5\u7740\u6536\u96c6\u884c\u52a8\u7ed3\u679c\u3001\u68c0\u6d4b\u73af\u5883\u53d8\u5316\u7684\u91cd\u8981\u804c\u8d23\u3002\u673a\u5668\u4eba\u901a\u8fc7\u89c2\u5bdf\u662f\u5426\u6210\u529f\u907f\u5f00\u969c\u788d\u7269\u3001\u662f\u5426\u62b5\u8fbe\u76ee\u6807\u4f4d\u7f6e，\u5224\u65ad\u884c\u52a8\u7684\u6709\u6548\u6027；\u5bf9\u8bdd\u7cfb\u7edf\u901a\u8fc7\u7528\u6237\u7684\u540e\u7eed\u63d0\u95ee\u6216\u6ee1\u610f\u5ea6\u53cd\u9988，\u5206\u6790\u56de\u590d\u662f\u5426\u51c6\u786e\u3002\u8bef\u5dee\u5206\u6790\u5728\u6b64\u8fc7\u7a0b\u4e2d\u5c24\u4e3a\u5173\u952e，\u5b83\u5c06\u5b9e\u9645\u7ed3\u679c\u4e0e\u9884\u671f\u76ee\u6807\u8fdb\u884c\u5bf9\u6bd4，\u751f\u6210\u5956\u52b1\u6216\u9519\u8bef\u4fe1\u53f7，\u4e3a\u667a\u80fd\u4f53\u7684\u5b66\u4e60\u4e0e\u4f18\u5316\u63d0\u4f9b\u4f9d\u636e\u3002<\/p>\n
\u5faa\u73af<\/h4>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0AI Agent \u51b3\u7b56\u95ed\u73af\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u8d4b\u4e88\u667a\u80fd\u4f53\u5f3a\u5927\u7684\u9002\u5e94\u6027\u4e0e\u5b66\u4e60\u80fd\u529b\u3002\u901a\u8fc7\u4e0d\u65ad\u5faa\u73af，\u667a\u80fd\u4f53\u80fd\u591f\u5728\u8bd5\u9519\u4e2d\u79ef\u7d2f\u7ecf\u9a8c，\u4f18\u5316\u51b3\u7b56\u7b56\u7565，\u5b9e\u73b0\u4ece \u201c\u88ab\u52a8\u6267\u884c\u201d \u5230 \u201c\u4e3b\u52a8\u8fdb\u5316\u201d \u7684\u8de8\u8d8a\u3002\u5728\u975e\u7ed3\u6784\u5316\u7684\u73b0\u5b9e\u73af\u5883\u4e2d，\u8fd9\u79cd\u95ed\u73af\u673a\u5236\u8ba9 AI \u6446\u8131\u5bf9\u9884\u8bbe\u6a21\u578b\u7684\u4f9d\u8d56，\u6839\u636e\u5b9e\u65f6\u53cd\u9988\u7075\u6d3b\u8c03\u6574\u884c\u4e3a，\u771f\u6b63\u5c55\u73b0\u51fa\u667a\u80fd\u7684\u672c\u8d28\u3002\u200b<\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u6f14\u8fdb，AI Agent \u7684\u51b3\u7b56\u95ed\u73af\u5c06\u5728\u66f4\u591a\u9886\u57df\u53d1\u6325\u5173\u952e\u4f5c\u7528\u3002\u4ece\u667a\u80fd\u533b\u7597\u7684\u7cbe\u51c6\u8bca\u65ad，\u5230\u667a\u80fd\u5bb6\u5c45\u7684\u4e2a\u6027\u5316\u670d\u52a1，\u8fd9\u4e00\u95ed\u73af\u673a\u5236\u6b63\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u4ece\u7406\u8bba\u8d70\u5411\u5b9e\u8df5，\u4e3a\u4eba\u7c7b\u793e\u4f1a\u5e26\u6765\u66f4\u52a0\u667a\u80fd\u3001\u9ad8\u6548\u7684\u751f\u6d3b\u65b9\u5f0f\u3002<\/p>\n
\u667a\u80fd\u5bb6\u5c45\u573a\u666f\u6a21\u62dfAI Agent \u51b3\u7b56\u95ed\u73af<\/h4>\n
- \n
- \n
\u4efb\u52a1：\u6839\u636e\u5bb6\u5ead\u6210\u5458\u7684\u9700\u6c42\u8c03\u8282\u5ba4\u5185\u73af\u5883\u3002<\/p>\n<\/li>\n<\/ul>\n
\n\n
\n \n \u6b65\u9aa4<\/span><\/p>\n<\/td>\n
\n \u5bb6\u5ead\u6210\u5458\u5177\u4f53\u63cf\u8ff0<\/span><\/p>\n<\/td>\n
\n \u667a\u80fd\u5bb6\u5177\u5c55\u793a\u5185\u5bb9<\/span><\/p>\n<\/td>\n<\/tr>\n
\n \n \u611f\u77e5<\/span>\u00a0(Perception)<\/span><\/p>\n<\/td>\n
\n \u6211\u611f\u89c9\u6709\u70b9\u51b7，\u80fd\u4e0d\u80fd\u628a\u6e29\u5ea6\u8c03\u9ad8\u4e00\u4e9b？<\/span><\/p>\n<\/td>\n
\n \u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf\u901a\u8fc7\u8bed\u97f3\u8bc6\u522b\u548c\u60c5\u611f\u5206\u6790<\/span>\u201c<\/span>\u611f\u77e5<\/span>\u201d<\/span>\u5230\u7528\u6237\u89c9\u5f97\u623f\u95f4\u6e29\u5ea6\u592a\u4f4e，\u9700\u8981\u63d0\u9ad8\u6e29\u5ea6\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n
\n \n \u89c4\u5212<\/span>\u00a0(Planning)<\/span><\/p>\n<\/td>\n
\n \\\\<\/span><\/p>\n<\/td>\n
\n \u7cfb\u7edf\u6839\u636e\u7528\u6237\u7684\u9700\u6c42，\u89c4\u5212\u51fa\u4e0b\u4e00\u6b65\u7684\u884c\u52a8，\u51b3\u5b9a\u5982\u4f55\u8c03\u8282\u623f\u95f4\u6e29\u5ea6\u3002\u7cfb\u7edf\u53ef\u80fd\u4f1a\u5236\u5b9a\u4ee5\u4e0b\u8ba1\u5212：<\/span><\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a01.\u00a0<\/span>\u68c0\u67e5\u5f53\u524d\u7684\u5ba4\u5185\u6e29\u5ea6\u3002<\/span><\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a02.\u00a0<\/span>\u6839\u636e\u7528\u6237\u7684\u504f\u597d\u548c\u5f53\u524d\u6e29\u5ea6\u51b3\u5b9a\u5347\u9ad8\u51e0\u5ea6\u5408\u9002\u3002<\/span><\/p>\n
\u00a0\u00a0\u00a0\u00a0\u00a03.\u00a0<\/span>\u8c03\u6574\u6e29\u5ea6\u8bbe\u7f6e，\u5e76\u544a\u77e5\u7528\u6237\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n
\n \n \u884c\u52a8<\/span>\u00a0(Action)<\/span><\/p>\n<\/td>\n
\n \\\\<\/span><\/p>\n<\/td>\n
\n \u7cfb\u7edf\u6267\u884c\u8ba1\u5212\u7684\u884c\u52a8，\u9996\u5148\u68c0\u67e5\u5f53\u524d\u6e29\u5ea6，\u4f8b\u5982\u53d1\u73b0\u5ba4\u6e29\u662f<\/span>20<\/span>\u00b0<\/span>C<\/span>\u3002<\/span><\/p>\n
\u6839\u636e\u7528\u6237\u7684\u504f\u597d，\u5c06\u6e29\u5ea6\u8c03\u9ad8\u5230<\/span>23<\/span>\u00b0<\/span>C.<\/span><\/p>\n
\u5e76\u901a\u8fc7\u8bed\u97f3\u52a9\u624b\u53cd\u9988\u7ed9\u7528\u6237：<\/span>\u201c<\/span>\u6211\u5df2\u7ecf\u5c06\u6e29\u5ea6\u8c03\u9ad8\u5230<\/span>23<\/span>\u00b0<\/span>C<\/span>，\u8bf7\u60a8\u7a0d\u7b49，\u6e29\u5ea6\u5c06\u9010\u6e10\u4e0a\u5347\u3002<\/span>\u201d<\/span><\/p>\n<\/td>\n<\/tr>\n
\n \n \u89c2\u5bdf<\/span>\u00a0(Observation)<\/span><\/p>\n<\/td>\n
\n \u73b0\u5728\u6e29\u5ea6\u521a\u521a\u597d<\/span>!<\/span><\/p>\n<\/td>\n
\n \u7cfb\u7edf\u89c2\u5bdf\u623f\u95f4\u6e29\u5ea6\u7684\u53d8\u5316，\u4ee5\u53ca\u7528\u6237\u7684\u53cd\u9988\u3002\u5982\u679c\u7528\u6237\u5728\u51e0\u5206\u949f\u540e\u518d\u6b21\u8bf4<\/span>\u201c<\/span>\u73b0\u5728\u6e29\u5ea6\u521a\u521a\u597d<\/span>\u201d<\/span>，\u7cfb\u7edf\u4f1a\u611f\u77e5\u5230\u73af\u5883\u8c03\u8282\u6210\u529f\u3002<\/span><\/p>\n
\u5982\u679c\u7528\u6237\u8fd8\u89c9\u5f97\u51b7，\u7cfb\u7edf\u53ef\u80fd\u4f1a\u8c03\u6574\u8ba1\u5212，\u8fdb\u4e00\u6b65\u8c03\u9ad8\u6e29\u5ea6\u3002<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
- \n
- \n
\u5faa\u73af: \u5728\u6bcf\u4e2a\u9636\u6bb5，\u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf\u90fd\u53ef\u80fd\u6839\u636e\u73af\u5883\u53d8\u5316\u548c\u7528\u6237\u53cd\u9988\u8c03\u6574\u64cd\u4f5c\u3002\u4f8b\u5982，\u5982\u679c\u8c03\u9ad8\u6e29\u5ea6\u540e\u7528\u6237\u4f9d\u7136\u89c9\u5f97\u51b7，\u7cfb\u7edf\u4f1a\u91cd\u65b0\u89c4\u5212，\u8fdb\u4e00\u6b65\u8c03\u6574\u6e29\u5ea6\u8bbe\u7f6e\u3002\u901a\u8fc7\u8fd9\u4e00\u7cfb\u5217\u7684\u611f\u77e5\u3001\u89c4\u5212\u3001\u884c\u52a8\u548c\u89c2\u5bdf，\u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf\u80fd\u591f\u52a8\u6001\u54cd\u5e94\u5bb6\u5ead\u6210\u5458\u7684\u9700\u6c42，\u4e0d\u65ad\u8c03\u6574\u5ba4\u5185\u73af\u5883，\u76f4\u5230\u7528\u6237\u611f\u89c9\u8212\u9002\u4e3a\u6b62\u3002<\/p>\n<\/li>\n<\/ul>\n
\u63a8\u7406\u673a\u5236<\/h3>\n
Chain-of-Thought<\/h4>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512170414-68222a0e4b411.png\")
<\/p>\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Chain-of-Thought（COT \u601d\u7ef4\u94fe）\u5f3a\u8c03\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u5f15\u5165\u4e00\u7cfb\u5217\u4e2d\u95f4\u63a8\u7406\u6b65\u9aa4，\u8ba9 AI Agent \u5c06\u590d\u6742\u95ee\u9898\u62c6\u89e3\u4e3a\u591a\u4e2a\u7b80\u5355\u7684\u5b50\u95ee\u9898，\u9010\u6b65\u63a8\u5bfc\u5f97\u51fa\u6700\u7ec8\u7ed3\u8bba\u3002\u5b83\u901a\u8fc7\u751f\u6210\u7c7b\u4f3c\u4e8e\u4eba\u7c7b\u601d\u8003\u8fc7\u7a0b\u7684 \u201c\u601d\u7ef4\u94fe\u6761\u201d，\u5c55\u793a\u4ece\u521d\u59cb\u95ee\u9898\u5230\u7b54\u6848\u7684\u5b8c\u6574\u63a8\u7406\u8def\u5f84\u3002<\/p>\n
Tree-of-Thought\u00a0<\/h4>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512170414-68222a0ec3739.png\")
<\/p>\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Tree-of-Thought（\u601d\u7ef4\u6811）\u57fa\u4e8e\u6811\u72b6\u7ed3\u6784，\u8ba9 AI Agent \u4ece\u591a\u4e2a\u4e0d\u540c\u7684\u89d2\u5ea6\u6216\u8def\u5f84\u5bf9\u95ee\u9898\u8fdb\u884c\u63a2\u7d22\u548c\u63a8\u7406\u3002\u5728\u9762\u5bf9\u95ee\u9898\u65f6，AI Agent \u4f1a\u751f\u6210\u591a\u4e2a\u53ef\u80fd\u7684\u63a8\u7406\u5206\u652f，\u5982\u540c\u6811\u7684\u679d\u5e72，\u6bcf\u4e2a\u5206\u652f\u4ee3\u8868\u4e00\u79cd\u89e3\u51b3\u95ee\u9898\u7684\u601d\u8def\u3002\u7136\u540e，\u5bf9\u8fd9\u4e9b\u5206\u652f\u8fdb\u884c\u8bc4\u4f30，\u9009\u62e9\u6709\u6f5c\u529b\u7684\u5206\u652f\u7ee7\u7eed\u6df1\u5165\u63a2\u7d22，\u820d\u5f03\u4ef7\u503c\u8f83\u4f4e\u7684\u5206\u652f，\u901a\u8fc7\u4e0d\u65ad\u5730\u6269\u5c55\u548c\u4fee\u526a，\u6700\u7ec8\u627e\u5230\u6700\u4f18\u89e3\u3002<\/p>\n
ReAct<\/h4>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512170415-68222a0f11b82.png\")
<\/p>\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0ReAct（Reasoning – Acting）\u5c06\u63a8\u7406\u4e0e\u884c\u52a8\u7d27\u5bc6\u7ed3\u5408，\u4ee5\u4ea4\u66ff\u5faa\u73af\u7684\u65b9\u5f0f\u63a8\u8fdb\u95ee\u9898\u89e3\u51b3\u3002\u5728\u8be5\u673a\u5236\u4e2d，AI Agent \u9996\u5148\u901a\u8fc7\u63a8\u7406\u751f\u6210\u5bf9\u95ee\u9898\u7684\u7406\u89e3\u3001\u5206\u6790\u4ee5\u53ca\u4e0b\u4e00\u6b65\u884c\u52a8\u7684\u89c4\u5212，\u7136\u540e\u4f9d\u636e\u89c4\u5212\u6267\u884c\u76f8\u5e94\u7684\u884c\u52a8，\u5728\u884c\u52a8\u5b8c\u6210\u540e，\u518d\u6839\u636e\u83b7\u5f97\u7684\u53cd\u9988\u4fe1\u606f\u8fdb\u884c\u65b0\u4e00\u8f6e\u63a8\u7406，\u4e0d\u65ad\u8c03\u6574\u7b56\u7565\u3002<\/p>\n
Plan-and-Execute<\/h4>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512170415-68222a0f37396.png\")
<\/p>\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Plan-and-Execute（\u89c4\u5212\u4e0e\u6267\u884c）\u673a\u5236\u5c06\u63a8\u7406\u8fc7\u7a0b\u5206\u4e3a\u89c4\u5212\u548c\u6267\u884c\u4e24\u4e2a\u9636\u6bb5\u3002\u5728\u89c4\u5212\u9636\u6bb5，AI Agent \u6839\u636e\u4efb\u52a1\u76ee\u6807\u548c\u5df2\u77e5\u4fe1\u606f，\u5236\u5b9a\u8be6\u7ec6\u7684\u884c\u52a8\u89c4\u5212，\u660e\u786e\u5b8c\u6210\u4efb\u52a1\u7684\u6b65\u9aa4\u548c\u7b56\u7565；\u5728\u6267\u884c\u9636\u6bb5，\u5219\u6309\u7167\u89c4\u5212\u597d\u7684\u6b65\u9aa4\u9010\u4e00\u6267\u884c\u64cd\u4f5c，\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n
\u53c2\u8003\u6587\u732e<\/h3>\n
\u30102025\u7248\u3011\u6700\u65b0\u6df1\u5ea6\u5168\u9762\u62c6\u89e3：\u4f55\u4e3aAI Agent？\u96f6\u57fa\u7840\u5165\u95e8\u5230\u7cbe\u901a，\u6536\u85cf\u8fd9\u7bc7\u5c31\u591f\u4e86-CSDN\u535a\u5ba2<\/p>\n","protected":false},"excerpt":{"rendered":"
\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb808\u6b21\uff0c\u70b9\u8d5e14\u6b21\uff0c\u6536\u85cf18\u6b21\u3002AIAgent\u662f\u4e00\u79cd\u5177\u5907\u611f\u77e5\u3001\u51b3\u7b56\u548c\u884c\u52a8\u80fd\u529b\u7684\u667a\u80fd\u5b9e\u4f53\uff0c\u80fd\u591f\u5728\u590d\u6742\u73af\u5883\u4e2d\u81ea\u4e3b\u8fd0\u884c\u5e76\u52a8\u6001\u8c03\u6574\u884c\u4e3a\u4ee5\u5b9e\u73b0\u7279\u5b9a\u76ee\u6807\u3002\u4e0e\u4f20\u7edfAI\u7a0b\u5e8f\u76f8\u6bd4\uff0cAIAgent\u5177\u6709\u66f4\u5f3a\u7684\u81ea\u4e3b\u6027\u3001\u4ea4\u4e92\u6027\u548c\u9002\u5e94\u6027\uff0c\u80fd\u591f\u4e3b\u52a8\u611f\u77e5\u73af\u5883\u4fe1\u606f\uff0c\u5236\u5b9a\u884c\u52a8\u7b56\u7565\uff0c\u5e76\u4e0e\u5176\u4ed6Agent\u534f\u4f5c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002AIAgent\u5f00\u521b\u4e86\u5168\u65b0\u7684\u4eba\u673a\u4ea4\u4e92\u8303\u5f0f.<\/p>\n","protected":false},"author":2,"featured_media":36965,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[71,50],"topic":[],"class_list":["post-36972","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-ai-agent","tag-50"],"yoast_head":"\n
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