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\u6587\uff5c\u90dd \u00a0\u00a0 \u946b
\n<\/strong><\/section>\n

1\u670810\u65e5\uff0cOpenAI\u63a8\u51fa\u4e86\u5728\u7ebf\u5546\u5e97\u201cGPT Store\u201d\u3002\u8be5\u5546\u5e97\u5df2\u4e8e\u6628\u65e5\u5f00\u59cb\u5411\u4ed8\u8d39\u7528\u6237\u3001\u56e2\u961f\u548c\u4f01\u4e1a\u7528\u6237\u63a8\u51fa\uff0c\u5546\u5e97\u6c47\u96c6\u4e86\u7528\u6237\u4e3a\u5404\u79cd\u4efb\u52a1\u521b\u5efa\u7684ChatGPT\u7684\u81ea\u5b9a\u4e49\u7248\u672c\u3002<\/p>\n

2023\u5e74\u521d\u5230\u5e74\u672b\uff0cAgent\u5c31\u50cf\u4e00\u4f4d\u6765\u81ea\u5f02\u57df\u7684\u5409\u666e\u8d5b\u5973\u90ce\uff0c\u201c\u795e\u79d8\u201d\u4e14\u201c\u6027\u611f\u201d\u3002<\/p>\n

\u4ece\u5fae\u8f6f\u53d1\u5e03Microsoft 365 Copilot\uff0c\u5f15\u5165\u4e00\u79cd\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u5e94\u7528\u5f00\u53d1\u8303\u5f0f\uff0c\u63ed\u5f00\u4e86\u667a\u80fd\u5316\u7684\u7b2c\u4e00\u7bc7\u7ae0\uff1b<\/section>\n

\u5230AutoGPT\u3001BabyAGI\u3001HuggingGPT\u3001AgentGPT\u7b49\u5355\u4e00Agent\uff0c\u5411MetaGPT\u3001AutoGen\u3001ChatDev\u7b49\u591aAgent\u6846\u67b6\u8fdb\u5316\uff0c\u52fe\u52d2\u51fa\u5982\u201c\u65af\u5766\u798f\u5c0f\u9547\u201d\u822c\u7684\u7fa4\u4f53\u667a\u80fd\u4f53\u84dd\u56fe\uff1b<\/p>\n

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<\/section>\n

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\u201c AI Agent\u5c31\u662f\u672a\u6765\u201d\uff0cOpenAI\u8054\u521bAndrej Karpathy\u547c\u5524\u7740\u3002<\/p>\n

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Agent\u672a\u6765\u5c06\u81f3\uff0c\u4f46\u7b3c\u7f69\u5728\u5176\u8eab\u4e0a\u7684\u8ff7\u96fe\u5374\u4e45\u4e45\u4e0d\u80fd\u6563\u53bb\u3002\u5728\u57fa\u672c\u7684\u6982\u5ff5\u7406\u89e3\u4e0a\uff0c\u4ecd\u7136\u4f17\u8bf4\u7eb7\u7ead\uff0c\u6709\u4eba\u8ba4\u4e3aAgent\u662f\u4e00\u79cd\u5206\u89e3\u590d\u6742\u4efb\u52a1\u7684\u6846\u67b6\uff1b\u6709\u4eba\u8ba4\u4e3aAgent\u662f\u5927\u6a21\u578b\u5e94\u7528\u7684\u843d\u5730\u6293\u624b\uff1b\u6709\u4eba\u8ba4\u4e3a\u662f\u4e00\u79cd\u65b0\u7684\u4ea4\u4e92\u65b9\u5f0f\uff1b\u4e5f\u6709\u4eba\u8ba4\u4e3a\u662f\u4e00\u79cd\u539f\u5b50\u5316\u7684\u667a\u80fd\u751f\u4ea7\u529b\u2026\u2026<\/p>\n

\u5bf9\u4e8eAgent\u7684\u4e0d\u540c\u7406\u89e3\uff0c\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u51b3\u5b9a\u4e86\u9053\u8def\u9009\u62e9\u3002\u4ece\u76ee\u524d\u843d\u5730\u73b0\u72b6\u6765\u770b\uff0c\u5927\u81f4\u53ef\u4ee5\u5206\u4e3a\u4e09\u7c7b\uff1a<\/p>\n

\u91cd\u5851\u5de5\u4f5c\u6d41\uff0c<\/strong>\u63a8\u52a8\u4e00\u4e9b\u672c\u8eab\u5c31\u6709\u673a\u5668\u53c2\u4e0e\u7684\u884c\u4e1a\u4ece\u81ea\u52a8\u5316\u8d70\u5411\u667a\u80fd\u5316\uff0c\u5178\u578b\u9886\u57df\u5982RPA\u3001BI\u7b49\uff1b<\/p>\n

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\u6838\u5fc3\u89c2\u70b9\u5982\u4e0b\uff1a<\/strong><\/p>\n

1\u3001Agent\u7684\u8109\u7edc\u5c31\u662f\u5728\u4e0d\u65ad\u5730\u62bd\u8c61\u4e16\u754c\u77e5\u8bc6\u53bb\u538b\u7f29\uff0c\u4ec0\u4e48\u65f6\u5019\u62bd\u8c61\u80fd\u529b\u8db3\u591f\u5f3a\uff0c\u80fd\u652f\u6491\u5728\u8db3\u591f\u591a\u573a\u666f\u4e92\u52a8\uff0c\u5c31\u662f\u5176\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u5e94\u7528\u4e4b\u65f6\u3002<\/strong><\/p>\n

2\u3001\u56e0\u4e3a\u5927\u6a21\u578b\u80fd\u529b\u7684\u7a81\u7834\uff0c\u672a\u6765\u4e94\u5e74\uff0cAgent\u6280\u672f\u5c06\u4f1a\u6709\u6781\u5927\u7684\u6539\u53d8\u3002<\/strong><\/p>\n

3\u3001\u771f\u6b63\u53d1\u751f\u6539\u53d8\u7684\u662f\uff0c\u6709\u4e86\u5927\u6a21\u578b\u540e\uff0c\u4eca\u5929\u7684Agent\u5b8c\u6210\u4e86\u4ece\u6f14\u5458\u5230\u5bfc\u6f14\u7684\u89d2\u8272\u8f6c\u53d8\u3002<\/strong><\/p>\n

4\u3001\u6838\u5fc3\u5728\u4e8e\u4e0d\u53bb\u4e3b\u52a8\u5b9a\u4e49Agent\uff0c\u800c\u662f\u8ba9Agent\u6765\u81ea\u6211\u5b9a\u4e49\u3002\u4ece\u9700\u6c42\u8d77\u70b9\u51fa\u53d1\uff0cAgent\u53ef\u4ee5\u81ea\u884c\u53bb\u586b\u8865\u4e2d\u95f4\u8fc7\u7a0b\u7a7a\u767d\uff0c\u5b8c\u6210\u6700\u7ec8\u7684\u76ee\u6807\u3002<\/strong><\/p>\n

5\u3001Agent\u4e0e\u5927\u6a21\u578b\u80fd\u529b\u5904\u4e8e\u5782\u76f4\u65b9\u5411\uff0c\u5373\u5927\u6a21\u578b\u7684\u5e95\u5ea7\u8d8a\u597d\uff0cAgent\u7684\u80fd\u529b\u4e5f\u5c31\u8d8a\u5f3a\u3002<\/strong><\/p>\n

\u4ee5\u4e0b\u4e3a\u5bf9\u8bdd\u5b9e\u5f55\uff1a<\/strong><\/h1>\n
\u00a0<\/strong><\/section>\n

\u5149\u9525\u667a\u80fd\uff1aOpenAI\u7684\u5f00\u53d1\u8005\u5927\u4f1a\u5f7b\u5e95\u5e26\u706b\u4e86Agent\u7684\u6982\u5ff5\uff0c\u8fd9\u5bf9\u4f60\u4eec\u8fd9\u7c7bAgent\u521b\u4e1a\u516c\u53f8\u6709\u54ea\u4e9b\u76f4\u63a5\u5f71\u54cd\uff1f<\/strong><\/p>\n

System2 Research\uff1a<\/strong>\u6211\u89c9\u5f97\u8fd9\u4e2a\u95ee\u9898\u5341\u5206\u6709\u610f\u601d\uff0c\u4ee5\u524d\u6211\u4eec\u5728\u548c\u6295\u8d44\u4eba\u63a5\u89e6\u804aAgent\u7684\u65f6\u5019\uff0c\u6295\u8d44\u4eba\u7684\u7b2c\u4e00\u53cd\u5e94\u662f\u201c\u54e6\uff0c\u662fAgent\u201d\uff0c\u8868\u73b0\u51fa\u7684\u5174\u8da3\u4e0d\u5927\uff0c\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u5176\u5b9e\u4e0d\u77e5\u9053\u6211\u4eec\u5728\u5e72\u4ec0\u4e48\u3002\u4f46\u73b0\u5728\u51fa\u53bb\u518d\u804a\uff0c\u51e0\u4e4e\u662f\u4e00\u62e5\u800c\u4e0a\uff0c\u8def\u6f14\u73b0\u573a\uff0c\u867d\u7136\u53ea\u662f\u7b80\u5355\u5730\u5c55\u793a\u4e86\u4e00\u4e0bdemo\uff0c\u8fd8\u662f\u6709\u5f88\u591a\u4eba\u8fc7\u6765\u4e3b\u52a8\u8054\u7cfb\u3002\u603b\u4e4b\uff0c\u5927\u5bb6\u7684\u773c\u795e\u4e2d\u591a\u4e86\u4e00\u4e1d\u60ca\u559c\u3002<\/p>\n

\u5149\u9525\u667a\u80fd\uff1a\u4f60\u548c\u4f60\u7684\u56e2\u961f\u662f\u4ece\u4ec0\u4e48\u65f6\u5019\u5173\u6ce8\u5230Agent\u6280\u672f\u7684\uff1f\u662f\u4ec0\u4e48\u539f\u56e0\u8ba9Agent\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u4e86\u5e94\u7528\uff1f<\/strong><\/p>\n

System2 Research\uff1a<\/strong>\u5b9e\u9645\u4e0a\uff0c\u56e2\u961f\u4e2d\u5927\u591a\u6570\u4eba\u90fd\u5728\u4e0a\u5b66\u671f\u95f4\u6216\u5b9e\u9a8c\u5ba4\u91cc\u5c31\u63a5\u89e6\u5230\u4e86Agent\u76f8\u5173\u7684\u7406\u5ff5\u548c\u6280\u672f\uff0c\u5728\u8fd9\u4e2a\u7814\u7a76\u65b9\u5411\u4e0a\u751a\u81f3\u6709\u4eba\u4e00\u76f4\u4ece2018\u5e74\u8ddf\u8fdb\u5230\u4e86\u73b0\u5728\u3002\u4ee5\u6211\u6765\u4e3e\u4f8b\uff0c\u65e9\u5728\u5927\u4e8c\u7684\u65f6\u5019\u5c31\u63a5\u89e6\u5230\u4e86Agent\uff0c\u90a3\u65f6\u6211\u5728\u675c\u514b\u5927\u5b66\u7684\u4ea4\u4e92\u5b9e\u9a8c\u5ba4\u91cc\u9762\u7814\u7a76\u5982\u4f55\u63a7\u5236\u706b\u661f\u8f66\u7684\u8fd0\u884c\uff0c\u5176\u4e2d\u6d89\u53ca\u7684\u63a7\u5236\u7b97\u6cd5\u8ddfAgent\u7684\u6982\u5ff5\u5927\u81f4\u76f8\u540c\u3002\u53ef\u4ee5\u628a\u706b\u661f\u8f66\u60f3\u8c61\u6210\u4e00\u4e2aAgent\uff0c\u8981\u8ba9\u5b83\u80fd\u591f\u81ea\u4e3b\u5730\u5728\u590d\u6742\u73af\u5883\u4e2d\u8fd0\u884c\u3001\u53cd\u9988\u3002<\/p>\n

\u5728\u7b2c\u4e00\u6b21\u6e38\u620f\u521b\u4e1a\u4e0a\uff0c\u6211\u4e5f\u66fe\u6709\u8fc7\u7c7b\u4f3c\u7684\u5c1d\u8bd5\u30022020\u5e74\uff0c\u90a3\u65f6\u8fd8\u6ca1\u6709\u5927\u6a21\u578b\u7684\u6982\u5ff5\uff0c\u6240\u4ee5\u8981\u5b8c\u6210\u4e00\u4e2a\u6e38\u620f\u4e16\u754c\u7684\u6784\u5efa\uff0c\u9700\u8981\u901a\u8fc7\u538b\u7f29\u73b0\u5b9e\u4e16\u754c\u7684\u77e5\u8bc6\u6765\u5b9e\u73b0\uff0c\u4ee5\u6b64\u6765\u6a21\u62dfNPC\u3001\u73a9\u5bb6\u7684\u5fc3\u667a\uff0c\u8fbe\u5230\u66f4\u597d\u7684\u4f53\u9a8c\u6548\u679c\uff0c\u90a3\u4e5f\u662f\u6211\u7b2c\u4e00\u6b21\u53bb\u4e3b\u52a8\u7814\u7a76Agent\u6280\u672f\u3002\u5c3d\u7ba1\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u5f88\u591a\u73a9\u6cd5\uff0c\u63a8\u52a8\u6e38\u620f\u7528\u6237\u6765\u8fdb\u4e00\u6b65\u4e30\u5bcc\u6e38\u620f\u4e16\u754c\u6a21\u578b\uff0c\u4f46\u6a21\u62df\u3001\u53cd\u9988\u6548\u679c\u5374\u4e0d\u662f\u5f88\u5c3d\u5982\u4eba\u610f\u3002<\/p>\n

\u6211\u4eec\u53d1\u73b0\uff0cAgent\u4ece\u53ea\u80fd\u6a21\u62df\u8fd0\u884c\u51e0\u6761\u7b80\u5355\u7684\u89c4\u5219\uff0c\u53d1\u5c55\u81f3\u4ece\u5fc3\u7406\u5b66\u3001\u795e\u7ecf\u79d1\u5b66\u7684\u89d2\u5ea6\u6765\u4eff\u771f\u4eba\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u5176\u6574\u6761\u8109\u7edc\u5c31\u662f\u5728\u4e0d\u65ad\u5730\u62bd\u8c61\u4e16\u754c\u77e5\u8bc6\u7136\u540e\u53bb\u538b\u7f29\uff0c\u4ec0\u4e48\u65f6\u5019\u62bd\u8c61\u80fd\u529b\u8db3\u591f\u5f3a\uff0c\u80fd\u652f\u6491\u5728\u8db3\u591f\u591a\u573a\u666f\u4e2d\u4e92\u52a8\uff0c\u5c31\u662f\u5176\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u5e94\u7528\u4e4b\u65f6\u3002<\/strong><\/p>\n

\u663e\u7136\uff0c\u8fd9\u4e2a\u65f6\u523b\u5df2\u7ecf\u6765\u4e86\uff0c\u90a3\u5c31\u662fGPT\u7684\u8bde\u751f\u3002\u4eca\u5e74\u5e74\u521d\u6700\u8ba9\u6211\u9707\u64bc\u7684\u77ac\u95f4\u5c31\u662f\uff0c\u57fa\u4e8eGPT\u6a21\u578b\u7684\u4e00\u4e9b\u5c0f\u8303\u56f4\u5c1d\u8bd5\uff0c\u7adf\u7136\u80fd\u591f\u5b8c\u6210Agent\u5728\u5fc3\u667a\u5c42\u9762\u5bf9\u4eba\u7684\u9ad8\u5ea6\u62bd\u8c61\u548c\u6a21\u62df\u3002\u4e5f\u662f\u4ece\u90a3\u4e2a\u65f6\u523b\u5f00\u59cb\uff0c\u6211\u4eec\u575a\u5b9a\u5730\u8ba4\u4e3a\uff0c\u56e0\u4e3a\u5927\u6a21\u578b\u80fd\u529b\u7684\u7a81\u7834\uff0c\u672a\u6765\u4e94\u5e74\uff0cAgent\u6280\u672f\u5c06\u4f1a\u6709\u6781\u5927\u7684\u6539\u53d8\u3002<\/strong><\/p>\n

\u5149\u9525\u667a\u80fd\uff1a\u5173\u4e8eAgent\u5230\u5e95\u662f\u4ec0\u4e48\uff0c\u81f3\u4eca\u4ecd\u4f17\u8bf4\u7eb7\u7ead\uff0c\u4f60\u4eec\u662f\u5982\u4f55\u5b9a\u4e49\u548c\u7406\u89e3Agent\u6982\u5ff5\u7684\uff1f<\/strong><\/p>\n

System2 Research\uff1a<\/strong>\u6211\u4eec\u901a\u5e38\u4f1a\u5c1d\u8bd5\u7528\u4e00\u79cd\u6bd4\u55bb\u6765\u89e3\u91ca\u5bf9Agent\u6982\u5ff5\u7684\u7406\u89e3\u3002\u9996\u5148\uff0c\u6211\u4eec\u8c08\u5230Agent\u7684\u524d\u63d0\uff0c\u5b83\u5f97\u662f\u4e00\u4e2a\u5e26\u6709\u667a\u80fd\u5c5e\u6027\uff0c\u80fd\u5728\u67d0\u4e00\u4e2a\u73af\u5883\u4e2d\u505a\u52a8\u4f5c\uff0c\u5e76\u57fa\u4e8e\u8fd9\u4e2a\u884c\u4e3a\u5728\u73af\u5883\u7a7a\u95f4\u4e2d\u505a\u51fa\u53cd\u9988\u3002\u8fd9\u4e2a\u6838\u5fc3\u7684\u5b9a\u4e49\uff0c\u53d1\u5c55\u4e8620\u591a\u5e74\uff0c\u5176\u5b9e\u5dee\u5f02\u6027\u4e0d\u5927\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u771f\u6b63\u53d1\u751f\u6539\u53d8\u7684\u662f\uff0c\u6709\u4e86\u5927\u6a21\u578b\u540e\uff0c\u4eca\u5929\u7684Agent\u5b8c\u6210\u4e86\u4ece\u6f14\u5458\u5230\u5bfc\u6f14\u7684\u89d2\u8272\u8f6c\u53d8\u3002<\/strong><\/p>\n

\u4ee5\u524d\u63a7\u5236Agent\u7684\u4e3b\u52a8\u6743\u5728\u7528\u6237\u624b\u4e2d\uff0cAgent\u88ab\u544a\u77e5\uff0c\u8868\u60c5\u9700\u8981\u518d\u5938\u5f20\u4e00\u70b9\uff0c\u817f\u9700\u8981\u518d\u62ac\u9ad8\u4e00\u70b9\uff0c\u6309\u7167\u6307\u4ee4\u6765\u6f14\u51fa\u3002\u4f46\u73b0\u5728\uff0cAgent\u8fdb\u5316\u4e3a\u4e86\u5bfc\u6f14\uff0c\u80fd\u591f\u6307\u6325\u7247\u573a\u6240\u6709\u6f14\u5458\u548c\u5de5\u4f5c\u4eba\u5458\u7684\u7f16\u6392\uff0c\u6700\u540e\u5448\u73b0\u51fa\u4e00\u90e8\u5927\u620f\u3002<\/p>\n

\u5149\u9525\u667a\u80fd\uff1a\u4f60\u4eec\u5bf9Agent\u7684\u7406\u89e3\u548c\u73b0\u5728\u5e02\u573a\u4e0a\u5176\u4ed6\u5b9a\u4e49\u7684\u533a\u522b\u5728\u54ea\u91cc\uff1f<\/strong><\/p>\n

System2 Research\uff1a<\/strong>\u6211\u4eec\u770b\u5230\uff0c\u73b0\u5728\u5927\u90e8\u5206\u7684\u5927\u6a21\u578b\u90fd\u662f\u901a\u8fc7prompt\u8fd9\u7c7blanguage engine\uff08\u8bed\u8a00\u5f15\u64ce\uff09\u6765\u5524\u9192\uff0c\u8fd9\u76f8\u5f53\u4e8e\u6211\u73b0\u5728\u6709GPT\u8fd9\u6837\u7684\u6280\u672f\uff0c\u4e5f\u6709\u4e00\u4e2a\u76ee\u6807\uff0c\u4f46\u6280\u672f\u5230\u76ee\u6807\u5b9e\u73b0\u4e2d\u95f4\u5b58\u5728\u7279\u522b\u5927\u7684\u9e3f\u6c9f\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u8fd9\u4e2agap\uff0c\u9760\u8bed\u8a00\u6307\u4ee4\u662f\u65e0\u6cd5\u586b\u8865\u7684\uff0c\u8981\u9760\u5177\u4f53\u7684\u52a8\u4f5c\u6765\u5b8c\u6210\u5b9e\u73b0\u3002<\/p>\n

\u6211\u4eec\u7684\u6838\u5fc3\u5728\u4e8e\u4e0d\u53bb\u4e3b\u52a8\u5b9a\u4e49Agent\uff0c\u800c\u662f\u8ba9Agent\u6765\u81ea\u6211\u5b9a\u4e49<\/strong>\u3002\u8fd9\u6837\u7684\u5b9a\u4e49\uff0c\u5341\u5206\u5177\u6709\u751f\u547d\u529b\uff0c\u56e0\u4e3a\u5b83\u662f\u4ece\u95ee\u9898\u548c\u9700\u6c42\u89d2\u5ea6\u51fa\u53d1\uff0c\u5373\u4ece\u53d1\u51fa\u6307\u4ee4\u3001\u4ea7\u751f\u9700\u6c42\u7684\u8d77\u70b9\uff0c\u5230\u4e2d\u95f4\u8fc7\u7a0b\u518d\u5230\u76ee\u6807\u5b9e\u73b0\u90fd\u662f\u9760\u667a\u80fd\u4f53\u81ea\u884c\u5b8c\u6210\uff0c\u800c\u5927\u6a21\u578b\u5728\u5176\u4e2d\u7684\u89d2\u8272\u5c31\u662f\u63d0\u4f9bAgent\u8fd0\u884c\u6240\u9700\u7684\u80fd\u529b\u652f\u6301\u3002<\/p>\n

\u6bd4\u5982\u5728\u5b66\u4e60\u8bbe\u8ba1\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u8ba9Agent\u81ea\u5df1\u53bb\u5b66\u4e60\u548c\u7406\u89e3\uff0c\u53bb\u770b\u5404\u79cd\u6210\u529f\u7684\u548c\u5931\u8d25\u7684\u6848\u4f8b\uff0c\u76f4\u63a5\u4ece\u8fd9\u4e9b\u6848\u4f8b\u4e2d\u638c\u63e1\u901a\u7528\u7684\u65b9\u6cd5\uff0c\u63d0\u5347\u8bbe\u8ba1\u7684\u80fd\u529b\u3002\u7b49\u5230\u5f00\u59cb\u8bbe\u8ba1\u978b\u5b50\u7684\u65f6\u5019\uff0c\u5c31\u4e0d\u9700\u8981\u4eba\u53bb\u544a\u8bc9\u5b83\u7b2c\u4e00\u6b65\u5e94\u8be5\u505a\u4ec0\u4e48\uff0c\u7b2c\u4e8c\u6b65\u5e94\u8be5\u627e\u54ea\u4e9b\u989c\u8272\u642d\u914d\u65b9\u6848\u53c2\u8003\uff0c\u800c\u662f\u53ef\u4ee5\u50cf\u4e00\u4e2a\u8bbe\u8ba1\u5e08\u4e00\u6837\uff0c\u6709\u81ea\u5df1\u7684\u4e00\u5957\u65b9\u6cd5\u8bba\u3002<\/p>\n

\u8fc7\u5206\u5730\u53bb\u5f3a\u8c03\u6d41\u7a0b\u3001\u7ec4\u7ec7\u662f\u6ca1\u6709\u592a\u5927\u610f\u4e49\u7684\uff0c\u7279\u522b\u662f\u5728\u521b\u610f\u6027\u7684\u884c\u4e1a\uff0c\u6bd5\u7adf\u4f5c\u4e3a\u4eba\u7c7b\u6211\u4eec\u6700\u60f3\u8981\u7684\u662f\u6700\u7ec8\u7684\u5448\u73b0\u7ed3\u679c\uff0c\u5230\u5e95\u662f\u4e09\u6b65\u8fd8\u662f\u5341\u6b65\u5b8c\u6210\uff0c\u4e0d\u662f\u5f88\u91cd\u8981\u3002\u82e5Agent\u5728\u81ea\u6211\u5b66\u4e60\u540e\uff0c\u5e2e\u4eba\u7c7b\u7b80\u5316\u6d41\u7a0b\uff0c\u4e00\u6b65\u5230\u4f4d\uff0c\u5c06\u80fd\u91ca\u653e\u66f4\u5927\u7684\u751f\u4ea7\u529b\u3002<\/p>\n

\u5149\u9525\u667a\u80fd\uff1aOpenAI\u4ee5\u201cGPTs\u201d\u7684\u65b9\u5f0f\u63d0\u51fa\u4e86Agent\u7684\u521b\u4f5c\u6846\u67b6\uff0c\u5728\u4f60\u4eec\u770b\u6765\uff0c\u76ee\u524d\u8fd9\u79cd\u6846\u67b6\u8fd8\u5b58\u5728\u54ea\u4e9b\u7f3a\u9677\uff1f\u57fa\u4e8e\u81ea\u8eab\u7684\u601d\u8003\uff0c\u4f60\u4eec\u5982\u4f55\u4ece\u6280\u672f\u4e0a\u6784\u5efa\u81ea\u8eab\u7684Agent\uff1f<\/strong><\/p>\n

System2 Research\uff1a<\/strong>OpenAI\u63d0\u51fa\u4e86Agent\u521b\u4f5c\u6846\u67b6\uff0c\u4f46\u4e8b\u5b9e\u4e0a\uff0cGPTs \u53ea\u662f Agent\u6846\u67b6\uff0c\u5e76\u6ca1\u6709\u89e3\u51b3Agent\u7684\u6838\u2f3c\u6280\u672f\u8981\u70b9\u3002\u5728\u5b9e\u9645\u843d\u5730\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u4e5f\u53d1\u73b0\uff0cGPTs\u4e5f\u4ec5\u80fd\u6ee1\u8db3\u4e00\u4e9b\u521d\u6b65\u7684\u9700\u6c42\uff0c\u5e76\u4e0d\u80fd\u771f\u6b63\u5730\u73b0\u5b9e\u5e94\u7528\u573a\u666f\u4e2d\u3002<\/p>\n

<\/section>\n

\uff08\u56fe\uff1a\u4f7f\u7528ChatGPT-4\u521b\u5efaGPTs\u7684\u754c\u9762\uff09<\/p>\n

\u56e0\u6b64\u6211\u4eec\u5c0f\u7ec4\u7684\u7814\u7a76\u7740\u91cd\u4e8e\u89e3\u51b3 GPT-4 \u548c GPTs \u4e2d\u6ca1\u6709\u89e3\u51b3\u7684\u957f\u671f\u8bb0\u5fc6\u3001\u9c81\u68d2\u6027\u3001\u6210\u672c\u9ad8\u3001\u6548\u7387\u4f4e\u3001\u53ef\u63a7\u6027\u5dee\u7b49\u4e00\u7cfb\u5217\u7684Agent\u95ee\u9898\u3002<\/p>\n

\u603b\u7ed3\u4e0b\u6765\uff0c\u6211\u4eec\u7684\u6574\u4e2a\u6280\u672f\u6846\u67b6\u5305\u542b\u4e86\u4e94\u4e2a\u7279\u70b9\u3002<\/p>\n

\u957f\u7ebf\u7a0b\u80fd\u529b\u3002<\/strong>\u6211\u4eec\u7684\u957f\u7ebf\u7a0b\u601d\u8003\u80fd\u529b\u662f\u539f\u6765\u667a\u80fd\u4f53GPT\u76847.5\u500d\uff0cAgent\u4e5f\u66f4\u50cf\u4eba\uff0c\u4e0d\u50cf\u5de5\u5177\uff0c\u80fd\u89e3\u51b3\u590d\u6742\u95ee\u9898\u3002\u50cf\u4e00\u4e2a\u5bfc\u6f14\u53ef\u4ee5\u64cd\u63a7\u4e00\u7fa4\u6f14\u5458\u6765\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u521b\u9020\u81ea\u5df1\u3002<\/p>\n

\u7cbe\u786e\u53ef\u63a7\u3002<\/strong>\u8ba9\u5927\u6a21\u578b\u4e0e\u6570\u503c\u6a21\u578b\u7ed3\u5408\uff0c\u80fd\u591f\u65e0\u7f1d\u7ed3\u7b97\u5230\u6570\u503c\u7cfb\u7edf\uff0c\u6216\u7531\u6570\u503c\u7cfb\u7edf\u5f15\u5bfc\u5927\u6a21\u578b\u7684\u751f\u6210\u3002<\/p>\n

\u9c81\u68d2\u6027\u66f4\u597d\u3002<\/strong>\u5b9e\u9a8c\u6570\u636e\u663e\u793a\uff0c\u6211\u4eec\u6784\u5efa\u7684Agent\u9c81\u68d2\u6027\u662fGPT\u76841.8\u500d\u3002<\/p>\n

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System2 Research\uff1a<\/strong>System2 Research\u5c0f\u7ec4\u662f\u2f00\u4e2a\u4e13\u6ce8\u63a8\u52a8\u5927\u578b\u6a21\u578b\u9886\u57df\u9769\u65b0\u7684\u7814\u7a76\u2f29\u7ec4\uff0c\u96c6\u5408\u4e86\u4e00\u4e9b\u6765\u81eaMIT\u3001\u5251\u6865\u3001\u666e\u6797\u65af\u987f\u7b49\u9662\u6821\u7684\u9876\u5c16\u5b66\u8005\u548c\u5b9e\u8df5\u8005\u3002\u5176\u4e2d\u4e0d\u5c11\u4eba\u5728\u6280\u672f\u548c\u7406\u8bba\u65b9\u9762\u90fd\u6709\u6240\u79ef\u6dc0\uff0c\u6bd4\u5982\u66fe\u7ecf\u4e0eOpenAI GPT \u67b6\u6784\u7684\u5171\u540c\u4f5c\u8005Karthik\uff0c\u4ee5\u53caReAct\u548cToT\u6846\u67b6\u7684\u4f5c\u8005\u59da\u987a\u96e8\uff0c\u5171\u540c\u53d1\u8868\u4e86Agent\u6280\u672f\u6846\u67b6FireAct\u3002<\/p>\n

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System2 Research\uff1a<\/strong>\u6211\u4eec\u6700\u5f00\u59cb\u63a5\u89e6\u65f6\u5c1a\u884c\u4e1a\u7684\u65f6\u5019\u5c31\u662f\u601d\u8003\u5230\u5e95\u65f6\u5c1a\u884c\u4e1a\u7684\u5361\u70b9\u662f\u4ec0\u4e48\uff0c\u53d1\u73b0\u5728\u4f01\u5212\uff0c\u8bbe\u8ba1\uff0c\u9500\u552e\uff0c\u4f9b\u5e94\u94fe\u7b49\u5404\u4e2a\u73af\u8282\u90fd\u5f88\u4f9d\u8d56\u4eba\u7684\u7ecf\u9a8c\u53bb\u51b3\u7b56\u3002\u5927\u5bb6\u90fd\u8feb\u5207\u5e0c\u671bAI\u80fd\u591f\u57fa\u4e8e\u6570\u636e\u53bb\u601d\u8fa8\uff0c\u5f53\u4e0b\u6d41\u884c\u7684\u662f\u4ec0\u4e48\uff0c\u6d88\u8d39\u8005\u9700\u8981\u4ec0\u4e48\uff0c\u5e94\u8be5\u8bbe\u8ba1\u4ec0\u4e48\u6837\u7684\u4ea7\u54c1\uff0c\u8981\u751f\u4ea7\u591a\u5c11\u4ef6\u8863\u670d\u624d\u80fd\u6ee1\u8db3\u5e02\u573a\u9700\u6c42\uff1f\u5e76\u4e14\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u901a\u8fc7\u4eba\u673a\u7684\u534f\u540c\uff0c\u8f85\u52a9\u771f\u4eba\u8bbe\u8ba1\u5e08\uff0c\u53bb\u5b8c\u6210\u4e00\u4e2a\u53ef\u63a7\u7684\u597d\u8bbe\u8ba1\uff0c\u540c\u65f6\u5728\u540e\u7eed\u9009\u6b3e\u3001\u6d4b\u6b3e\u3001\u914d\u8865\u8c03\u7684\u8fc7\u7a0b\u4e2d\u7ed9\u51fa\u6709\u6570\u636e\u53c2\u8003\u7684\u51b3\u7b56\u3002<\/p>\n

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System2 Research\uff1a<\/strong>\u65f6\u5c1a\u3001\u6559\u80b2\u3001\u6e38\u620f\u8fd8\u6709\u5927\u91cf\u6cdb\u5a31\u4e50\u7684\u9886\u57df\uff0c\u6211\u4eec\u90fd\u5728\u63a5\u89e6\u3002<\/p>\n

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