{"id":10020481,"date":"2024-12-10T00:00:00","date_gmt":"2024-12-10T00:00:00","guid":{"rendered":"https:\/\/itmax.cn\/?p=10020481"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T16:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10020481","title":{"rendered":"LLM AS A THOUGHT\uff0c\u4ea7\u54c1\u7ecf\u7406\u600e\u4e48\u5229\u7528LLM\u8d77\u98de\uff1f"},"content":{"rendered":"

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\u867d\u7136\u751f\u6210\u5f0fAI\u53ef\u4ee5\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u6587\u672c\u3001\u56fe\u7247\u548c\u97f3\u9891\uff0c\u4f46\u662f\u8fc4\u4eca\u4e3a\u6b62\uff0c\u5bf9\u6211\u4eec\u5f71\u54cd\u6700\u5927\u7684\u8fd8\u662f\u6587\u672c\u751f\u6210\uff0c\u6240\u4ee5\u4eca\u5929\u60f3\u8981\u4ece\u6587\u672c\u751f\u6210\u8fd9\u4e2a\u89d2\u5ea6\u548c\u5927\u5bb6\u5206\u4eab\u4e00\u4e0bLLM\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u505a\u54ea\u4e9b\u4e8b\u60c5\uff0c\u6216\u8005\u5982\u4f55\u7528\u8f83\u4f4e\u7684\u6210\u672c\u642d\u5efa\u5bf9\u4f01\u4e1a\u6709\u4ef7\u503c\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n

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\u4e00\u7c7b\u662f\u4e2a\u4eba\u5411\u4ef7\u503c\uff0c\u4e5f\u5c31\u662f\u53ea\u8981\u4f60\u62e5\u6709\u4efb\u4f55\u5927\u8bed\u8a00\u6a21\u578b\u8d26\u53f7\uff0c\u65e0\u8bba\u662f\u514d\u8d39\u8fd8\u662f\u4ed8\u8d39\u7684\uff0c\u4f60\u53ea\u8981\u767b\u5f55\u5c31\u53ef\u4f7f\u7528\uff0c\u662fWeb-based LLM\uff0c\u6211\u4f1a\u5728\u540e\u9762\u7684\u6587\u7ae0\u4e2d\u6807\u6ce8\u4e3a\u4e2a\u4eba<\/strong>\u3002<\/strong><\/p>\n

<\/div>\n

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\u4e00\u3001LLM\u53ef\u4ee5\u505a\u54ea\u4e9b\u4e8b\u60c5<\/h2>\n

1. \u4ece\u201c\u70b9\u6ef4\u201d \u5230 \u201c\u5b8c\u6574\u201d<\/h3>\n

\u5f53\u6211\u4eec\u7ed9LLM\u4e00\u4e9b\u5f88\u7b80\u77ed\u7684\u63d0\u793a\u8bcd\u4e4b\u540e\uff0cLLM\u53ef\u4ee5\u7ed9\u6211\u4eec\u5f88\u591a<\/p>\n

1 \uff09\u5934\u8111\u98ce\u66b4\u597d\u4f19\u4f34\uff08\u4e2a\u4eba\uff09<\/strong><\/p>\n

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2\uff09\u5e2e\u52a9\u4f60\u5199\u4ea7\u54c1Newsletter\/Release Note\uff08\u4e2a\u4eba\uff09<\/strong><\/p>\n

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\u5f53\u4f60\u7ed9\u5230\u5927\u8bed\u8a00\u6a21\u578b\u4e00\u4e2a\u7b80\u5355\u7684\u6307\u4ee4\u201c\u8bf7\u5e2e\u6211\u5199\u4e00\u4efd\u4ea7\u54c1\u53d1\u5e03\u901a\u77e5\u201d<\/p>\n

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3\uff09\u7ffb\u8bd1\uff08\u4e2a\u4eba\uff09<\/strong><\/p>\n

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\u4f8b\u5b502\uff1a\u6700\u8fd1\u6211\u4eec\u5f00\u59cb\u505a\u5f15\u5165\u5927\u8bed\u8a00\u6a21\u578b\u7684AI+\u4ea7\u54c1\u7814\u53d1\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u4e5f\u5fc5\u4e0d\u53ef\u5c11\u9700\u8981\u7ffb\u9605\u5927\u91cf\u7684\u8d44\u6599\uff0c\u7531\u4e8e\u662f\u4e00\u4e2a\u5168\u65b0\u7684\u77e5\u8bc6\u9886\u57df\uff0c\u50cf\u6211\u4eec\u5728\u6574\u4e2a\u7814\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u751a\u81f3\u9700\u8981\u67e5\u9605\u76f8\u5173\u7684\u8bba\u6587\u3002\u4f46\u662f\u73b0\u5728\u6709\u4e86LLM\u7684\u6276\u6301\uff0c\u771f\u7684\u6709\u79cd\u8d77\u98de\u7684\u611f\u89c9\uff0c\u6211\u4eec\u4f1a\u7528\u4e00\u4e9b\u5927\u8bed\u8a00\u6a21\u578b\u76f4\u63a5\u9605\u8bfb\u4e0b\u8f7d\u7684\u539f\u7248\u8bba\u6587PDF\u683c\u5f0f\uff0cTA\u4e0d\u4ec5\u80fd\u591f\u5e2e\u4f60\u5f88\u597d\u7684\u7ffb\u8bd1\uff0c\u751a\u81f3\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u505a\u8111\u56fe\u5e2e\u52a9\u4f60\u5feb\u901f\u5b9a\u4f4d\u9700\u8981\u770b\u7684\u5185\u5bb9\u3002<\/p>\n

\u5b9e\u9645\u4f7f\u7528\u4e0b\u6765\uff0c\u6709\u4e9b\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7ffb\u8bd1\u8d28\u91cf\u751a\u81f3\u9ad8\u4e8e\u4e00\u4e9b\u4e13\u4e1a\u7684\u7ffb\u8bd1\u8f6f\u4ef6\u3002<\/p>\n

2. \u5316\u201c\u7e41\u201d \u4e3a \u201c\u7b80\u201d<\/h3>\n

1\uff09\u6821\u5bf9 & \u6da6\u8272\uff08\u4e2a\u4eba\uff09<\/strong><\/p>\n

\u4ea7\u54c1\u7ecf\u7406\u5176\u5b9e\u9664\u4e86\u9700\u6c42\u6587\u6863\u4e4b\u5916\uff0c\u6709\u4e0d\u5c11\u6587\u5b57\u5de5\u4f5c\uff0c\u6bd4\u5982\u5bf9\u5185\u5bf9\u5916\u7684\u6c9f\u901a\u90ae\u4ef6\uff0c\u4ea7\u54c1\u624b\u518c\uff0c\u4ea7\u54c1\u53d1\u5e03\u4f1a\u7684\u9010\u5b57\u7a3f\u7b49\u7b49\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6211\u901a\u5e38\u4f1a\u6709\u4e24\u79cd\u60c5\u51b5\u9700\u8981\u5927\u8bed\u8a00\u6a21\u578b\u5e2e\u52a9\u6211\u3002<\/p>\n

\u60c5\u51b51\uff1a\u5f53\u6211\u7528\u975e\u6bcd\u8bed\u8bed\u8a00\u548c\u5408\u4f5c\u65b9\u6c9f\u901a\uff0c\u65e0\u8bba\u662f\u548c\u7814\u53d1\u56e2\u961f\u8fd8\u662f\u548cStakeholder\u6c9f\u901a\uff0c\u6211\u4f1a\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u5e2e\u6211\u505a\u6821\u5bf9\uff0c\u4ece\u800c\u907f\u514d\u6211\u7684\u6c9f\u901a\u5185\u5bb9\u6709\u57fa\u672c\u7684\u8bed\u6cd5\u9519\u8bef\u6216\u62fc\u5199\u9519\u8bef\u3002\u8fd9\u4e2a\u5f3a\u8feb\u75c7\u5b8c\u5168\u53d7\u6211\u6bd5\u4e1a\u5165\u804c\u7b2c\u4e00\u5bb6\u516c\u53f8\u53d1\u751f\u7684\u4e00\u4ef6\u4e8b\u60c5\u6240\u5f71\u54cd\u3002\u6211\u521a\u521a\u6bd5\u4e1a\u65f6\u52a0\u5165\u7684\u4e00\u5bb6\u516c\u53f8\u662f\u505aSAAS\u5e73\u53f0\uff0c\u670d\u52a1\u4e8e\u5168\u7f8e\u8fd1100\u6240\u9ad8\u6821\uff0c\u6709\u4e00\u6b21\u53d1\u5e03\u4e4b\u540e\u6211\u4eec\u5e73\u53f0\u4e0a\u7684\u4e00\u4e2a\u65b0\u529f\u80fdTIPS\u6709\u62fc\u5199\u9519\u8bef\uff0c\u9500\u552e\u603b\u76d1\u5728\u63a5\u89e6\u67d0\u4e2a\u5ba2\u6237\u540e\u53d1\u4e86\u4e00\u5c01\u90ae\u4ef6\u5a49\u8f6c\u7684\u8bf4\u660e\u4e86\u6211\u4eec\u670d\u52a1\u5bf9\u8c61\u662f\u53d7\u8fc7\u9ad8\u7b49\u6559\u80b2\uff0c\u800c\u4ea7\u54c1\u4e0a\u6709\u8fd9\u6837\u7684\u9519\u8bef\u4f1a\u975e\u5e38\u5f71\u54cd\u4ed6\u4eec\u7684\u9500\u552e\u3002<\/p>\n

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2\uff09\u603b\u7ed3\u957f\u7bc7\u6587\u7ae0\uff08\u4e2a\u4eba\uff09<\/strong><\/p>\n

\u5c31\u50cf\u5728\u7ffb\u8bd1\u7684\u4f8b\u5b502\u4e2d\u63d0\u5230\u7684\uff0c\u5f88\u591a\u65f6\u5019\uff0c\u6211\u4eec\u5728\u7814\u53d1\u4ea7\u54c1\u524d\u548c\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u7ffb\u9605\u5927\u91cf\u7684\u8d44\u6599\uff0c\u65e0\u8bba\u662f\u5206\u6790\u9636\u6bb5\u7684\u5e02\u573a\u62a5\u544a\u3001\u884c\u4e1a\u62a5\u544a\uff0c\u8fd8\u662f\u8fc7\u7a0b\u4e2d\u9700\u8981\u5b66\u4e60\u7684\u5404\u79cd\u4e13\u4e1a\u5185\u5bb9\u3002<\/p>\n

\u6709\u4e9b\u65f6\u5019\uff0c\u8fd9\u4e9b\u5185\u5bb9\u9700\u8981\u4f60\u901a\u7bc7\u9605\u8bfb\uff0c\u800c\u6709\u4e9b\u65f6\u5019\u65e0\u8bba\u662f\u65f6\u95f4\u539f\u56e0\u8fd8\u662f\u5feb\u901f\u5b9a\u4f4d\u9700\u8981\u9605\u8bfb\u5185\u5bb9\u7684\u9700\u6c42\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u957f\u7bc7\u6587\u7ae0\u603b\u7ed3\u80fd\u529b\u90fd\u80fd\u5e2e\u52a9\u6211\u4eec\u5927\u5927\u63d0\u5347\u6548\u7387\u3002<\/p>\n

3\uff09\u4f01\u4e1a\u5de5\u4f5c\u63d0\u6548\uff08\u4f01\u4e1a\uff09<\/strong><\/p>\n

\u6211\u4eec\u4e5f\u53ef\u4ee5\u628aLLM\u5f15\u5165\u73b0\u6709\u4f01\u4e1a\u7684\u5de5\u4f5c\u6d41\u63d0\u5347\u4e3a\u4f01\u4e1a\u63d0\u6548\uff0c\u6bd4\u5982\u670d\u52a1\u8fc7SAAS\u7cfb\u7edf\u7684\u4f19\u4f34\u90fd\u77e5\u9053\uff0c\u5927\u591a\u6570SAAS\u5e73\u53f0\u4f1a\u6709\u4e00\u4e2a\u5ba2\u670d\u90e8\u95e8\uff0c\u4ed6\u4eec\u662f\u6700\u524d\u7ebf\u63a5\u89e6\u5ba2\u6237\u7684\u4eba\u7fa4\uff0c\u6709\u65f6\u5019\u4f1a\u76f4\u63a5\u548c\u5ba2\u6237\u6c9f\u901a\uff0c\u6709\u65f6\u5019\u9700\u8981\u56de\u590d\u5ba2\u6237\u5728\u7cfb\u7edf\u63d0\u4ea4\u7684Ticket\u5904\u7406\u95ee\u9898\u3002<\/p>\n

\u4f8b\u5b501\uff1a\u5ba2\u670d\u90e8\u95e8\u7684\u7ecf\u7406\u9700\u8981\u4e86\u89e3\u6bcf\u65e5\u5de5\u4f5c\u6982\u89c8\uff0c\u5728\u539f\u6709\u7684\u6d41\u7a0b\u4e2d\uff0c\u5ba2\u670d\u7ecf\u7406\u9700\u8981\u9605\u8bfb\u5927\u91cf\u7684\u6587\u672c\u624d\u53ef\u4ee5\u4e86\u89e3\u5230\u6bcf\u5929\u6216\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u6982\u51b5\uff0c\u5f15\u5165LLM\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bed\u97f3\u8f6c\u6587\u672c\u7684\u65b9\u5f0f\uff08\u5982\u679c\u5ba2\u670d\u4eba\u5458\u548c\u5ba2\u6237\u804a\u5929\u7684\u8bed\u97f3\u662f\u5141\u8bb8\u88ab\u6388\u6743\u5f55\u97f3\u7684\uff09\uff0c\u8f6c\u6210\u5f88\u591a\u4efd\u6587\u672c\uff0c\u8ba9LLM\u901a\u8fc7\u4e00\u5b9a\u7684\u89c4\u5219\u683c\u5f0f\u603b\u7ed3\u51fa\u6982\u89c8\uff0c\u4f8b\u5982\u5ba2\u6237\u540d\u79f0\uff0c\u7b80\u77ed\u95ee\u9898\u63cf\u8ff0\u3002\u8fd9\u6837\u5c31\u53ef\u4ee5\u5927\u5927\u63d0\u5347\u5ba2\u670d\u7ecf\u7406\u7684\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n

\u4f8b\u5b502\uff1a\u5ba2\u670d\u90e8\u95e8\u6bcf\u5929\u8981\u63a5\u6536\u5927\u91cf\u5ba2\u6237\u63d0\u4ea4\u7684Ticket\uff0c\u8fd9\u4e9btickets\u53ef\u80fd\u662f\u5904\u7406\u4e00\u4e2a\u5ba2\u6237\u7684\u64cd\u4f5c\u7591\u95ee\uff0c\u53ef\u80fd\u662f\u4e00\u4e2a\u9700\u8981\u7d27\u6025\u4fee\u590d\u7684\u95ee\u9898\uff0c\u53ef\u80fd\u662f\u4e00\u4e2a\u975e\u7d27\u6025\u8981\u4fee\u590d\u7684\u95ee\u9898\uff0c\u751a\u81f3\u662f\u4e00\u4e2a\u5ba2\u6237\u7684\u671f\u5f85\u4f18\u5316\uff0c\u5f53\u6211\u4eec\u5728\u539f\u6709\u7684\u6d41\u7a0b\u4e2d\u5f15\u5165\u5927\u8bed\u8a00\u6a21\u578b\uff0cTA\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u505aTickets\u5206\u6790\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e00\u5b9a\u7684\u89c4\u5219\u683c\u5f0f\u603b\u7ed3\u5e76\u8f6c\u5230\u540e\u7eed\u6d41\u7a0b\uff0c\u4f8b\u5982\u662f\u5426\u662f\u64cd\u4f5c\u7591\u95ee\uff0c\u5982\u679c\u662f\u7684\u8bdd\u8f6c\u5230\u5ba2\u670d\u90e8\u95e8\uff0c\u5982\u679c\u4e0d\u662f\u7684\u8bdd\uff0c\u8f6c\u5230\u7814\u53d1\u90e8\u95e8\u3002<\/p>\n

4\uff09\u4fe1\u8a89\u8ddf\u8e2a<\/strong><\/p>\n

\u5f53\u6211\u4eec\u8bbe\u8ba1\u7814\u53d1\u7684\u4ea7\u54c1\u5df2\u7ecf\u8fdb\u5165\u5230\u4e86\u5e02\u573a\u5e76\u7a33\u5b9a\u9500\u552e\u4e4b\u540e\uff0c\u4ece\u4ea7\u54c1\u7ecf\u7406\u7684\u89d2\u5ea6\u6765\u8bf4\uff0c\u53ca\u65f6\u8ddf\u8fdb\u4ea7\u54c1\u53cd\u9988\u7684\u4f18\u5148\u7ea7\u5c31\u63d0\u9ad8\u4e86\u3002\u6211\u4eec\u53ef\u80fd\u4f1a\u4e3b\u52a8\u63a5\u89e6\u7528\u6237\u83b7\u53d6\u76f4\u89c2\u7684\u53cd\u9988\uff0c\u4e5f\u53ef\u80fd\u901a\u8fc7\u4ea7\u54c1\u4e0a\u7684\u95ee\u5377\u6536\u96c6\u3002\u800c\u65e0\u8bba\u54ea\u79cd\u65b9\u5f0f\uff0c\u6211\u4eec\u90fd\u4f1a\u83b7\u5f97\u4e00\u5806\u5b9a\u6027\u6216\u5b9a\u91cf\u7684\u6570\u636e\u3002\u5b9a\u91cf\u7814\u7a76\u901a\u5e38\u4f1a\u6709\u5f88\u591a\u5de5\u5177\u5e2e\u52a9\u6211\u4eec\u505a\u6574\u7406\u548c\u5206\u6790\uff0c\u800c\u5b9a\u6027\u7814\u7a76\u901a\u5e38\u6240\u9700\u8981\u8017\u8d39\u7684\u4eba\u529b\u6210\u672c\u4f1a\u5f88\u591a\uff0c\u800c\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u9ad8\u6548\u7684\u505a\u5b9a\u6027\u5206\u6790\uff0c\u5c24\u5176\u662f\u505a\u4e00\u4e9b\u521d\u6b65\u7684\u76d1\u63a7\uff0c\u4f8b\u5982\u6211\u4eec\u53ef\u4ee5\u628a\u65e5\u5e38\u7684\u95ee\u5377\u901a\u8fc7\u603b\u7ed3\u63d0\u70bc\u51fa\u7528\u6237\u7684\u53cd\u9988\u662f\u6b63\u9762\u7684\u8fd8\u662f\u8d1f\u9762\u7684\uff0c\u4e00\u65e6\u6b63\u8d1f\u6bd4\u4f8b\u8d85\u8fc7\u4e00\u5b9a\u7684\u9608\u503c\uff0c\u5c31\u80fd\u5f15\u8d77\u6211\u4eec\u7684\u5173\u6ce8\u5e76\u505a\u66f4\u6df1\u5165\u7684\u5206\u6790\u3002<\/p>\n

\u804a\u5929\uff08\u4f01\u4e1a\uff09<\/h3>\n

\u867d\u7136\u4e16\u9762\u4e0a\u6709\u5f88\u591a\u901a\u7528\u804a\u5929\u673a\u5668\u4eba\uff0c\u6bd4\u5982ChatGPT\uff0cBing Chat\uff0cKimi\uff0c\u6587\u5fc3\u4e00\u8a00\u3002<\/p>\n

\u4f46\u662f\u5f88\u591a\u516c\u53f8\u5176\u5b9e\u8fd8\u662f\u5728\u7814\u7a76\u5f00\u53d1\u5404\u79cd\u5404\u6837\u4e13\u4e1a\u7684\u54a8\u8be2\u673a\u5668\u4eba\u4ee5\u66f4\u597d\u7684\u89e3\u51b3\u7279\u5b9a\u7684\u95ee\u9898\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u4e13\u4e1a\u7684\u54a8\u8be2\u673a\u5668\u4eba\u90fd\u975e\u5e38\u64c5\u957f\u56de\u7b54\u7279\u5b9a\u7684\u95ee\u9898\u3002\u6bd4\u5982\u65c5\u884c\u89c4\u5212\u54a8\u8be2\u673a\u5668\u4eba\uff0c\u804c\u4e1a\u6307\u5bfc\u54a8\u8be2\u673a\u5668\u4eba\u7b49\u7b49\u3002<\/p>\n

\u6211\u4eec\u6700\u8fd1\u505a\u7684\u9879\u76ee\u4e2d\u6709\u4e00\u4e2a\u9886\u5bfc\u529b\u987e\u95ee\u54a8\u8be2\u673a\u5668\u4eba\uff0cTA\u4f1a\u5b66\u4e60\u5f88\u591a\u9886\u5bfc\u529b\u76f8\u5173\u7684\u8f6f\u6280\u80fd\u4ece\u800c\u53ef\u4ee5\u4e13\u4e1a\u7684\u5e2e\u52a9\u7528\u6237\u89e3\u51b3\u7531\u8f6f\u6280\u80fd\u5f15\u8d77\u7684\u5404\u79cd\u95ee\u9898\u3002<\/p>\n

\u9664\u4e86\u8fd9\u7c7b\u5546\u7528\u54a8\u8be2\u673a\u5668\u4eba\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u5728\u4f01\u4e1a\u5185\u90e8\u505a\u4e00\u4e9b\u5c0f\u578b\u804a\u5929\u673a\u5668\u4eba\u5e76\u7ed3\u5408\u5df2\u6709\u5de5\u4f5c\u6d41\u7a0b\u63d0\u5347\u4f01\u4e1a\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n

\u6bd4\u5982\uff0c\u5982\u679c\u4e00\u5bb6\u5927\u578b\u516c\u53f8\uff0cIT\u90e8\u95e8\u53ef\u80fd\u6bcf\u5929\u4f1a\u6536\u5230\u5927\u91cf\u7684\u5bc6\u7801\u5fd8\u8bb0\u9700\u8981\u91cd\u7f6e\u7684\u8bf7\u6c42\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u804a\u5929\u673a\u5668\u4eba\u548c\u91cd\u7f6e\u5bc6\u7801\u6d41\u7a0b\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u8fd9\u6837\u5c31\u53ef\u4ee5\u5927\u5927\u964d\u4f4eIT\u4eba\u5458\u91cd\u590d\u52b3\u52a8\u7684\u65f6\u95f4\u3002<\/p>\n

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    \n
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