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Lens\u8fd8\u8fdb\u4e00\u6b65\u652f\u6301\u4e86\u89c6\u9891\u63d0\u95ee\u3001\u8bed\u97f3\u63d0\u95ee\u7b49\u529f\u80fd\uff0c\u540c\u6837\u4e5f\u53ef\u4e3a\u7528\u6237\u63d0\u4f9b\u4e30\u5bcc\u3001\u4e2a\u6027\u5316\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_7.jpg\" alt=\"\u652f\u4ed8\u5b9d\u957f\u773c\u775b\u4e86\uff01\u6253\u9020\u65b0\u4e00\u4ee3\u89c6\u89c9\u641c\u7d22\uff0cAI\u5e2e\u4f60\u63a2\u7d22\u4e07\u7269\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_7.jpg\" \/><\/p>\n<p>\u82f9\u679c\u4e5f\u63d0\u5347\u4e86\u5bf9\u89c6\u89c9\u667a\u80fd\u7684\u91cd\u89c6\u3002\u65b0\u6b3eiPhone\u7684\u201c\u76f8\u673a\u63a7\u5236\u201d\u6309\u94ae\u80fd\u4e00\u952e\u542f\u7528\u89c6\u89c9\u667a\u80fd\uff0c\u6210\u4e3aApple Intelligence\u7684\u89c6\u89c9\u5165\u53e3\uff0c\u652f\u6301\u62cd\u9910\u5385\u770b\u8bc4\u4ef7\u3001\u62cd\u4f20\u5355\u6dfb\u52a0\u65e5\u7a0b\u3001\u62cd\u5c0f\u72d7\u770b\u54c1\u79cd\u3001\u62cd\u5546\u54c1\u4e70\u540c\u6b3e\u7b49\u65b0\u9896\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002<\/p>\n<p>\u652f\u4ed8\u5b9d\u8fd1\u671f\u63a8\u51fa\u201c\u63a2\u4e00\u4e0b\u201d\uff0c\u4e5f\u6b63\u662f\u7531\u4e8e\u4ed6\u4eec\u628a\u63e1\u4f4f\u4e86\u751f\u6210\u5f0f\u89c6\u89c9\u641c\u7d22\u8fd9\u4e00\u89c6\u89c9\u641c\u7d22\u9886\u57df\u7684\u65b0\u8d8b\u52bf\u3002\u201c\u63a2\u4e00\u4e0b\u201d\u4e1a\u52a1\u8d1f\u8d23\u4eba\u8521\u4f1f\uff08David Cai\uff09\u66fe\u5728\u8c37\u6b4c\u5de5\u4f5c\uff0c\u4ece\u96f6\u5f00\u59cb\u6df1\u5ea6\u53c2\u4e0e\u4e86Google Lens\u7b49\u89c6\u89c9\u641c\u7d22\u9879\u76ee\uff0c\u4ed6\u8ba4\u4e3a\u8fd9\u4e00\u4ee3\u57fa\u4e8e\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u89c6\u89c9\u641c\u7d22\u6280\u672f\u53d8\u8fc1\u6709\u4e24\u5927\u8d8b\u52bf\uff0c\u4e00\u662f\u7531\u641c\u7d22\u8d70\u5411\u751f\u6210\uff0c\u4e8c\u662f\u7531\u6587\u672c\u8f93\u5165\u8d70\u5411\u591a\u6a21\u6001\u3001\u5168\u6a21\u6001\u8f93\u5165\u3002<\/p>\n<p>\u636e\u4e86\u89e3\uff0c\u201c\u63a2\u4e00\u4e0b\u201d\u7684\u89c6\u89c9\u539f\u751f\u89e3\u51b3\u65b9\u6848\u5c06\u591a\u6a21\u6001\u5927\u6a21\u578b\u80fd\u529b\u540cmRAG\uff08\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u3001\u57fa\u7840\u89c6\u89c9\u7b97\u6cd5\u3001Agent\u80fd\u529b\u76f8\u7ed3\u5408\uff0c\u4ee5\u89c6\u89c9\u4e3a\u4e2d\u5fc3\uff0c\u63d0\u4f9b\u4e86\u4ee5\u63a2\u7d22\u4e3a\u6838\u5fc3\u4eae\u70b9\uff0c\u6709\u7528\u3001\u6709\u8da3\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<p>\u4e3a\u7a33\u4f4f\u8bc6\u522b\u7b49\u201c\u6c42\u77e5\u201d\u7c7b\u9700\u6c42\u7684\u57fa\u672c\u76d8\uff0c\u5e76\u8fdb\u884c\u66f4\u5177\u6df1\u5ea6\u548c\u5e7f\u5ea6\u7684\u5206\u6790\u89e3\u8bfb\uff0c\u201c\u63a2\u4e00\u4e0b\u201d\u91c7\u7528\u591a\u6a21\u6001\u5927\u6a21\u578b\u5168\u56fe\u7406\u89e3+open-set\u591a\u4e3b\u4f53\u68c0\u6d4b\u7684\u6280\u672f\u94fe\u8def\uff0c\u80fd\u591f\u8bc6\u522b\u7279\u5b9a\u573a\u666f\u4e2d\u7684\u591a\u4e2a\u4e3b\u4f53\uff0c\u5e76\u5c06\u8bc6\u522b\u7684\u7ed3\u679c\u805a\u5408\u5230\u4e00\u8d77\uff0c\u4ece\u800c\u5b9e\u73b0\u610f\u56fe\u8bc6\u522b\u7684\u5feb\u54cd\u5e94\u3001\u9ad8\u7cbe\u5ea6\uff0c\u5e76\u501f\u52a9\u5927\u6a21\u578b\u7406\u89e3\u529b\u548c\u77e5\u8bc6\u529b\uff0c\u8fdb\u4e00\u6b65\u5206\u6790\u4fe1\u606f\u3001\u7406\u89e3\u4fe1\u606f\u3001\u63d0\u4f9b\u4fe1\u606f\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_8.jpg\" alt=\"\u652f\u4ed8\u5b9d\u957f\u773c\u775b\u4e86\uff01\u6253\u9020\u65b0\u4e00\u4ee3\u89c6\u89c9\u641c\u7d22\uff0cAI\u5e2e\u4f60\u63a2\u7d22\u4e07\u7269\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_8.jpg\" \/><\/p>\n<p>\u5728\u7cbe\u7ec6\u5316\u8bc6\u522b\u7684\u57fa\u7840\u4e0a\uff0c\u201c\u63a2\u4e00\u4e0b\u201d\u8fd8\u53ef\u63d0\u4f9b\u8da3\u5473\u6027\u3001\u542f\u53d1\u6027\u7684\u5185\u5bb9\u3002\u7ed3\u5408\u9884\u8bad\u7ec3\u597d\u7684\u201c\u8bfb\u5fc3\u3001\u5e7d\u9ed8\u3001\u6cbb\u6108\u201d\u7b49\u6587\u672c\u6a21\u7248\uff0c\u201c\u63a2\u7075\u611f\u201d\u529f\u80fd\u53ef\u4ee5\u5373\u65f6\u751f\u6210\u5bf9\u5e94\u201c\u7c7b\u4eba\u201d\u98ce\u683c\u7684\u6587\u672c\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_9.jpg\" alt=\"\u652f\u4ed8\u5b9d\u957f\u773c\u775b\u4e86\uff01\u6253\u9020\u65b0\u4e00\u4ee3\u89c6\u89c9\u641c\u7d22\uff0cAI\u5e2e\u4f60\u63a2\u7d22\u4e07\u7269\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_9.jpg\" 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decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_10.jpg\" alt=\"\u652f\u4ed8\u5b9d\u957f\u773c\u775b\u4e86\uff01\u6253\u9020\u65b0\u4e00\u4ee3\u89c6\u89c9\u641c\u7d22\uff0cAI\u5e2e\u4f60\u63a2\u7d22\u4e07\u7269\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/250103\/rp6pvava_10.jpg\" 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