{"id":24183,"date":"2025-01-20T09:42:51","date_gmt":"2025-01-20T01:42:51","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=24183"},"modified":"2025-01-20T09:42:51","modified_gmt":"2025-01-20T01:42:51","slug":"search%e7%89%88o1%ef%bc%9a%e6%8e%a8%e7%90%86%e8%bf%87%e7%a8%8b%e4%bc%9a%e4%b8%bb%e5%8a%a8%e6%9f%a5%e8%b5%84%e6%96%99%ef%bc%8c%e6%95%b4%e4%bd%93%e6%80%a7%e8%83%bd%e4%bc%98%e4%ba%8e%e4%ba%ba%e7%b1%bb","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/01\/20\/24183\/","title":{"rendered":"Search\u7248o1\uff1a\u63a8\u7406\u8fc7\u7a0b\u4f1a\u4e3b\u52a8\u67e5\u8d44\u6599\uff0c\u6574\u4f53\u6027\u80fd\u4f18\u4e8e\u4eba\u7c7b\u4e13\u5bb6\uff0c\u6e05\u534e\u4eba\u5927\u51fa\u54c1"},"content":{"rendered":"<div><img data-dominant-color=\"c6bfbe\" data-has-transparency=\"false\" style=\"--dominant-color: #c6bfbe;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24185\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/01\/d9c1207233cfc1cdc3e248926153a09e14e736-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/01\/d9c1207233cfc1cdc3e248926153a09e14e736-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/01\/d9c1207233cfc1cdc3e248926153a09e14e736-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div><\/div>\n<div class=\"article-desc\">\u5728\u535a\u58eb\u7ea7\u522b\u7684\u79d1\u5b66\u95ee\u7b54\u3001\u6570\u5b66\u3001\u4ee3\u7801\u80fd\u529b\u768411\u9879\u8bc4\u6d4b\u4e2d\uff0c\u80fd\u529b\u663e\u8457\u63d0\u5347\uff0c\u62ff\u4e0b10\u4e2a\u7b2c\u4e00\uff01<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p><strong>\u4e00\u4e2a\u65b0\u6846\u67b6\uff0c\u8ba9Qwen\u7248o1\u6210\u7ee9\u66b4\u6da8<\/strong>\uff1a<\/p>\n<p class=\"js_darkmode__2\">\u5728\u535a\u58eb\u7ea7\u522b\u7684\u79d1\u5b66\u95ee\u7b54\u3001\u6570\u5b66\u3001\u4ee3\u7801\u80fd\u529b\u768411\u9879\u8bc4\u6d4b\u4e2d\uff0c\u80fd\u529b\u663e\u8457\u63d0\u5347\uff0c\u62ff\u4e0b10\u4e2a\u7b2c\u4e00\uff01<\/p>\n<p class=\"js_darkmode__3\">\u8fd9\u5c31\u662f\u4eba\u5927\u3001\u6e05\u534e\u8054\u624b\u63a8\u51fa\u7684\u6700\u65b0\u300cAgentic\u641c\u7d22\u589e\u5f3a\u63a8\u7406\u6a21\u578b\u6846\u67b6\u300d<strong>Search-o1<\/strong>\u7684\u7279\u522b\u4e4b\u5904\u3002<\/p>\n<p class=\"js_darkmode__4\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202501\/18\/a68c618489d8ed3b07319966ac4cd71279a30b.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__5\">\u9879\u76ee\u56e2\u961f\u6210\u5458\u53d1\u73b0\uff0co1\u548co1\u7c7b\u6a21\u578b\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u8868\u73b0\u7a81\u51fa\uff0c\u4f46\u5374\u5b58\u5728\u201c\u77e5\u8bc6\u4e0d\u8db3\u201d\u7684\u660e\u663e\u7f3a\u9677\u2014\u2014<\/p>\n<p class=\"js_darkmode__6\"><strong>\u63a8\u7406\u6b65\u9aa4\u592a\u957f\/\u6a21\u578b\u77e5\u8bc6\u4e0d\u8db3\u65f6\uff0c\u63a8\u7406\u8fc7\u7a0b\u5c31\u5f88\u5bb9\u6613\u5361\u58f3<\/strong>\uff0c\u5bfc\u81f4\u63a8\u7406\u94fe\u4e2d\u7684\u9519\u8bef\u4f20\u9012\u3002\u800c\u5176\u4e2d\u4efb\u4f55\u77e5\u8bc6\u8bef\u5dee\u90fd\u53ef\u80fd\u7834\u574f\u6574\u4e2a\u63a8\u7406\u94fe\uff0c\u6700\u7ec8\u5bf9\u7b54\u6848\u7684\u6b63\u786e\u6027\u9020\u6210\u5f71\u54cd\u3002<\/p>\n<p class=\"js_darkmode__7\">\u597d\u7740\u6025\uff0c\u5728\u7ebf\u7b49\uff0c\u600e\u4e48\u529e\uff1f<\/p>\n<p class=\"js_darkmode__8\"><strong>Search-o1\u7684\u89e3\u9898\u601d\u8def\u662f\uff1a\u6682\u505c\u63a8\u7406\uff0c\u53bb\u641c\u7d22\u67e5\u627e\u7f3a\u5c11\u7684\u77e5\u8bc6\/\u8d44\u6599\uff0c\u7136\u540e\u518d\u56de\u6765\u7ee7\u7eed\u63a8\u7406\u3002<\/strong><\/p>\n<p class=\"js_darkmode__9\">\u5c31\u50cf\u54b1\u4eba\u7c7b\u601d\u8003\u4e0d\u660e\u767d\uff0c\u5c31\u53bb\u67e5\u67e5\u8d44\u6599\uff0c\u7136\u540e\u5c31\u60f3\u660e\u767d\u4e86\u4f3c\u7684\u3002<\/p>\n<p class=\"js_darkmode__11\">\u7814\u7a76\u8005\u5728\u521d\u6b65\u5b9e\u9a8c\u4e2d\u53d1\u73b0\uff0c\u7c7bo1\u63a8\u7406\u6a21\u578b\u5728\u5904\u7406\u590d\u6742\u95ee\u9898\u65f6\uff0c\u5e73\u5747\u6bcf\u4e2a\u63a8\u7406\u8fc7\u7a0b\u4e2d\u4f1a\u51fa\u73b0\u8d85\u8fc730\u6b21\u7684\u4e0d\u786e\u5b9a\u8bcd\u6c47\uff0cbe like\u201c\u6216\u8bb8\u201d\u201c\u53ef\u80fd\u201d\u7b49\u3002<\/p>\n<p class=\"js_darkmode__12\">\u8fd9\u4e0d\u4ec5\u589e\u52a0\u4e86\u63a8\u7406\u7684\u590d\u6742\u6027\uff0c\u8fd8\u4f7f\u5f97\u624b\u52a8\u9a8c\u8bc1\u63a8\u7406\u8fc7\u7a0b\u53d8\u5f97\u66f4\u52a0\u56f0\u96be\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u81ea\u52a8\u8865\u5145\u6240\u9700\u77e5\u8bc6\uff0c\u6210\u4e3a\u63d0\u5347\u5927\u578b\u63a8\u7406\u6a21\u578b\u53ef\u4fe1\u5ea6\u7684\u5173\u952e\u3002<\/p>\n<p class=\"js_darkmode__13\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202501\/18\/f40a5c35376705535209210ee95d0e57c0c351.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__14\">\u9488\u5bf9\u4e8e\u6b64\uff0c\u800cSearch-o1\u7684\u89e3\u51b3\u529e\u6cd5\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n<p class=\"js_darkmode__15\">\u7ed3\u5408RAG\u548c\u7528\u4e8e\u7cbe\u70bc\u68c0\u7d22\u6587\u6863\u7684Reason-in-Documents\u6a21\u5757\u589e\u5f3a\u6846\u67b6\uff0c\u5c06Agentic\u641c\u7d22\u5de5\u4f5c\u6d41\u6574\u5408\u5230\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u65e8\u5728\u901a\u8fc7\u81ea\u4e3b\u77e5\u8bc6\u68c0\u7d22\uff0c\u63d0\u5347\u5927\u578b\u63a8\u7406\u6a21\u578b\u7684\u53ef\u9760\u6027\u548c\u9002\u7528\u6027\u3002<\/p>\n<p class=\"js_darkmode__16\">\u5982\u6b64\u4e00\u6765\uff0c\u63a8\u7406\u6a21\u578b\u5728\u9047\u5230\u4e0d\u786e\u5b9a\u7684\u77e5\u8bc6\u70b9\u65f6\uff0c\u5c31\u80fd\u90fd\u53d1\u6325\u4e3b\u89c2\u80fd\u52a8\u6027\u677f\u53bb\u68c0\u7d22\u5916\u90e8\u77e5\u8bc6\uff0c\u540c\u65f6\u4fdd\u6301\u6574\u4e2a\u8fc7\u7a0b\u7684\u8fde\u8d2f\u6027\uff0c\u8ba9\u81ea\u5df1\u7684\u63a8\u7406\u80fd\u529b\u66f4\u8fdb\u4e00\u6b65\u3002<\/p>\n<p class=\"js_darkmode__17\">\u7814\u7a76\u56e2\u961f\u505a\u4e86\u5e7f\u6cdb\u7684\u6d4b\u8bd5\u540e\u53d1\u73b0\uff0c<strong>\u5728\u79d1\u5b66\u3001\u6570\u5b66\u548c\u7f16\u7801\u7b49\u590d\u6742\u63a8\u7406\u4efb\u52a1\uff0c\u4ee5\u53ca\u516d\u4e2a\u5f00\u653e\u9886\u57dfQA\u57fa\u51c6\u6d4b\u8bd5\u4e2d<\/strong>\uff0cSearch-o1\u7684\u8868\u73b0\u6760\u6760\u7684\u3002<\/p>\n<p class=\"js_darkmode__18\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202501\/18\/68859e04447dbdd289a4632d6b073db7285878.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__19\"><strong>\u76ee\u524d\u9879\u76ee\u5df2\u5f00\u6e90<\/strong>\uff0c\u62b1\u62b1\u8138\u548cGitHub\u53ef\u81ea\u53d6\u3002\u6309\u60ef\u4f8b\uff0c\u672c\u6587\u6587\u672b\u6709\u6307\u8def\u76f4\u901a\u8f66\u3002<\/p>\n<p class=\"js_darkmode__20\">\uff08\u7279\u522b\u6ce8\u660e\uff1aSearch-o1\u6846\u67b6\u4f7f\u7528\u7684\u57fa\u7840\u6a21\u578b\u662f\u5f00\u6e90\u7684QwQ-32B-Preview\uff09<\/p>\n<h2>Search-o1\u65b0\u6846\u67b6<\/h2>\n<p class=\"js_darkmode__22\">\u5176\u5b9e\u81ea\u4eceo1\u95ee\u4e16\u540e\uff0c\u539f\u751f\u63a8\u7406\u201c\u5728\u9047\u5230\u77e5\u8bc6\u7f3a\u53e3\u65f6\u6613\u51fa\u9519\u201d\u8fd9\u4e00\u95ee\u9898\u5c31\u5df2\u7ecf\u88ab\u6446\u5230\u53f0\u524d\u3002<\/p>\n<p class=\"js_darkmode__23\"><strong>\u5df2\u7ecf\u6709\u5f88\u591a\u56e2\u961f\u6765\u5c1d\u8bd5\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898<\/strong>\uff0c\u6bd4\u5982\u5c06\u7b56\u7565\u548c\u5956\u52b1\u6a21\u578b\u4e0e\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\u76f8\u7ed3\u5408\uff08\u4f46\u8fd9\u5e76\u6ca1\u6709\u5c06\u63a8\u7406\u5185\u5316\u5230\u6a21\u578b\u4e2d\uff09\uff1b\u6216\u8005\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5c06\u6545\u610f\u9519\u8bef\u7eb3\u5165\u63a8\u7406\u8def\u5f84\uff0c\u4ee5\u90e8\u5206\u5185\u5316\u8fd9\u4e9b\u80fd\u529b\uff1b\u4e5f\u6709\u7814\u7a76\u8005\u9009\u62e9\u84b8\u998f\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n<p class=\"js_darkmode__24\"><strong>\u7136\u800c\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u53d7\u5230\u5bf9\u9759\u6001\u53c2\u6570\u5316\u6a21\u578b\u7684\u4f9d\u8d56\u7684\u9650\u5236<\/strong>\uff0c\u5f53\u5185\u90e8\u77e5\u8bc6\u4e0d\u8db3\u65f6\uff0c\u8fd9\u4e9b\u6a21\u578b\u65e0\u6cd5\u5229\u7528\u5916\u90e8\u4e16\u754c\u7684\u77e5\u8bc6\u3002<\/p>\n<p class=\"js_darkmode__25\">\u540e\u6765\uff0c\u53c8\u6709\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u5229\u7528RAG\uff0c\u5728\u63a8\u7406\u6a21\u578b\u4e2d\u5f15\u5165\u68c0\u7d22\u673a\u5236\uff0c\u6765\u89e3\u51b3\u751f\u6210\u6a21\u578b\u4e2d\u9759\u6001\u53c2\u6570\u7684\u9650\u5236\uff0c\u5141\u8bb8\u8bbf\u95ee\u5916\u90e8\u77e5\u8bc6\u6765\u89e3\u51b3\u66f4\u590d\u6742\u7684\u95ee\u9898\u3002<\/p>\n<p class=\"js_darkmode__26\">\u5f53\u51fa\u73b0\u4e0d\u786e\u5b9a\u6027\u65f6\uff08\u4f8b\u5982\u5316\u5408\u7269\u7684\u7ed3\u6784\uff09\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4f1a\u751f\u6210\u6709\u9488\u5bf9\u6027\u7684\u641c\u7d22\u67e5\u8be2\uff08\u4f8b\u5982\uff0c\u201c\u53cd\u5f0f\u8089\u6842\u919b\u7684\u7ed3\u6784\u201d\uff09\uff1b\u4f46\u662f\uff0c<strong>\u68c0\u7d22\u5230\u7684\u6587\u6863\u901a\u5e38\u5305\u542b\u5197\u957f\u4e14\u4e0d\u76f8\u5173\u7684\u4fe1\u606f<\/strong>\uff0c\u53ef\u80fd\u4f1a\u7834\u574f\u63a8\u7406\u6d41\u7a0b\u5e76\u635f\u5bb3\u8fde\u8d2f\u6027\u3002<\/p>\n<p class=\"js_darkmode__27\">\u56e0\u6b64\uff0c\u56e2\u961f\u63d0\u51faSearch-o1\u7684\u6838\u5fc3\u52a8\u673a\uff0c\u662f\u901a\u8fc7\u81ea\u4e3b\u68c0\u7d22\u6765\u589e\u5f3a\u5177\u6709\u7c7bo1\u7684\u63a8\u7406\u6a21\u578b\u3002<\/p>\n<p class=\"js_darkmode__28\">Search-o1\u5c06\u63a8\u7406\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u548c\u4e24\u4e2a\u6838\u5fc3\u7ec4\u4ef6\u96c6\u6210\u5728\u4e00\u8d77\uff1a<\/p>\n<ul data-id=\"u738a58b-QjCDQaH1\">\n<li data-id=\"l34939b2-gAlLJ340\"><strong>Reason-in-Documents\u6a21\u5757<\/strong><\/li>\n<li data-id=\"l34939b2-J3k0ZTjm\"><strong>Agentic RAG\u673a\u5236<\/strong><\/li>\n<\/ul>\n<p class=\"js_darkmode__30\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202501\/18\/753acac95b4e7d525077578f2054c39b6e318a.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h4>Reason-in-Documents\u6a21\u5757<\/h4>\n<p class=\"js_darkmode__32\">\u5148\u6765\u8bf4\u8bf4<strong>Reason-in-Documents\u6a21\u5757<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__33\">\u5728Search-o1\u6846\u67b6\u4e2d\uff0c\u5f53 agentic RAG\u673a\u5236\u68c0\u7d22\u5230\u7684\u5916\u90e8\u77e5\u8bc6\u6587\u6863\u53ef\u80fd\u5197\u957f\u4e14\u5305\u542b\u5197\u4f59\u4fe1\u606f\uff0c\u8fd9\u4e9b\u5185\u5bb9\u76f4\u63a5\u8f93\u5165\u7ed9\u63a8\u7406\u6a21\u578b\uff0c\u53ef\u80fd\u4f1a\u5e72\u6270\u63a5\u4e0b\u6765\u7684\u63a8\u7406\u3002<\/p>\n<p class=\"js_darkmode__34\">\u4e8e\u662f\u56e2\u961f\u5c31\u63d0\u51fa\u4e86Reason-in-Documents\uff0c\u8fd9\u4e2a\u6a21\u5757\u662f<strong>\u72ec\u7acb\u4e8e\u4e3b\u63a8\u7406\u94fe\u7684\u3002<\/strong><\/p>\n<p class=\"js_darkmode__35\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202501\/18\/84e5b0a25e4f19536ce9341f75411ae89e51f5.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__36\">\u5b83\u7684\u4f5c\u7528\u662f\u57fa\u4e8e\u5f53\u524d\u641c\u7d22\u67e5\u8be2\u3001\u5148\u524d\u63a8\u7406\u6b65\u9aa4\u548c\u68c0\u7d22\u6587\u6863\uff0c\u5148\u5206\u6790\u6587\u6863\u751f\u6210\u4e2d\u95f4\u63a8\u7406\u5e8f\u5217\uff0c\u518d\u751f\u6210\u4e0e\u5f53\u524d\u63a8\u7406\u6b65\u9aa4\u9ad8\u5ea6\u76f8\u5173\u7684\u7cbe\u70bc\u77e5\u8bc6\uff0c\u5e76\u6574\u5408\u5230\u63a8\u7406\u94fe\u3002<\/p>\n<p class=\"js_darkmode__37\">\u6309\u7167\u89c4\u5b9a\u7684\u8f93\u51fa\u683c\u5f0f\uff0c\u82e5\u6587\u6863\u63d0\u4f9b\u4e86\u6709\u7528\u4fe1\u606f\uff0c\u5219\u4ee5 \u201cFinal Information [Helpful information]\u201d \u7684\u5f62\u5f0f\u8f93\u51fa\u7cbe\u70bc\u540e\u7684\u77e5\u8bc6\u3002<\/p>\n<p class=\"js_darkmode__38\">\u82e5\u672a\u627e\u5230\u6709\u7528\u4fe1\u606f\uff0c\u5219\u8f93\u51fa \u201cFinal Information No helpful information found.\u201d\u3002<\/p>\n<p class=\"js_darkmode__39\">\u4ee5\u6b64\u6765<strong>\u786e\u4fdd\u63a8\u7406\u8fc7\u7a0b\u7b80\u6d01\u4e14\u4e13\u6ce8\uff0c\u4ee5\u53ca\u63a8\u7406\u8fc7\u7a0b\u7684\u8fde\u8d2f\u6027\u548c\u903b\u8f91\u4e00\u81f4\u6027\u3002<\/strong><\/p>\n<h4>Agentic RAG\u673a\u5236<\/h4>\n<p class=\"js_darkmode__41\">\u518d\u6765\u8bf4\u8bf4<strong>Agentic RAG\u673a\u5236<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__42\">Search-o1\u8ba9\u6a21\u578b\u80fd\u591f\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c<strong>\u81ea\u4e3b\u51b3\u5b9a<\/strong>\u8be5\u5728<strong>\u4ec0\u4e48\u65f6\u5019<\/strong>\u68c0\u7d22\u5916\u90e8\u77e5\u8bc6\u3002<\/p>\n<p class=\"js_darkmode__43\"><strong>\u5355\u4e2a\u95ee\u9898\u63a8\u7406\u65f6<\/strong>\uff0c\u5bf9\u4e8e\u6bcf\u4e2a\u95ee\u9898\uff0cSearch-o1\u4f1a\u5148\u521d\u59cb\u5316\u63a8\u7406\u5e8f\u5217q\u3002<\/p>\n<p class=\"js_darkmode__44\">\u7531\u4e8e\u63a8\u7406\u6a21\u578bM\u751f\u6210\u63a8\u7406\u94feR\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u4f1a\u751f\u6210\u5c01\u88c5\u5728\u7279\u6b8a\u7b26\u53f7 &lt;|begin_search_query|&gt; \u548c &lt;|end_search_query|&gt; \u4e2d\u7684\u641c\u7d22\u67e5\u8be2\u3002<\/p>\n<p class=\"js_darkmode__45\">\u5f53\u68c0\u6d4b\u5230 &lt;|end_search_query|&gt; \u7b26\u53f7\u540e\uff0c\u4f1a\u63d0\u53d6\u76f8\u5e94\u7684\u641c\u7d22\u67e5\u8be2q<sup>search<\/sup>\uff0c\u89e6\u53d1\u68c0\u7d22\u51fd\u6570Search\u4ee5\u83b7\u53d6\u76f8\u5173\u7684\u5916\u90e8\u6587\u6863D\u3002<\/p>\n<p class=\"js_darkmode__46\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202501\/18\/b59800a87bd4f8febb17203fb6d10f818a365d.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__47\">\u63a5\u7740\u628a\u5916\u90e8\u6587\u6863\u4ea4\u7531Reason-in-Documents\u6a21\u5757\u5904\u7406\uff0c\u7136\u540e\u628a\u7ed3\u679c\u6574\u5408\u56de\u63a8\u7406\u94fe\u3002<\/p>\n<p class=\"js_darkmode__48\">\u800c<strong>\u6279\u91cf\u63a8\u7406\u65f6<\/strong>\uff0cSearch-o1\u4f1a\u5bf9\u8fd9\u6279\u95ee\u9898\u521b\u5efa\u63a8\u7406\u5e8f\u5217\u96c6\uff0c\u5e76\u884c\u751f\u6210tokens\uff0c\u68c0\u7d22\u548c\u7cbe\u70bc\u6587\u6863\u540e\uff0c\u66f4\u65b0\u63a8\u7406\u94fe\uff0c\u63d0\u9ad8\u7cfb\u7edf\u5904\u7406\u591a\u8f93\u5165\u7684\u541e\u5410\u91cf\u3002<\/p>\n<p class=\"js_darkmode__49\"><strong>\u4e0a\u8ff0\u7684\u6240\u6709\u8fc7\u7a0b\u90fd\u80fd\u53cd\u590d\u8fdb\u884c<\/strong>\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u6574\u4e2a\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u90fd\u80fd\u83b7\u5f97\u6240\u9700\u7684\u5916\u90e8\u77e5\u8bc6\u652f\u6301\u3002<\/p>\n<h2>\u5b9e\u9a8c\u8bbe\u7f6e\u4e0e\u7ed3\u679c<\/h2>\n<p class=\"js_darkmode__51\">\u4e3a\u4e86\u9a8c\u8bc1Search-o1\u7684\u6709\u6548\u6027\uff0c\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9a8c\uff0c\u8bc4\u4f30\u4efb\u52a1\u5305\u62ec\u4ee5\u4e0b\u4e24\u7c7b\uff1a<\/p>\n<p class=\"js_darkmode__52\">\u7b2c\u4e00\u79cd\u662f<strong>\u590d\u6742\u63a8\u7406\u4efb\u52a1<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__53\">\u5305\u62ec<strong>PhD\u7ea7\u522b\u7684\u79d1\u5b66\u95ee\u7b54<\/strong>\uff08GPQA\uff09\u3001<strong>\u6570\u5b66<\/strong>\uff08MATH500\u3001AMC2023\u3001AIME2024\uff09\u3001<strong>\u4ee3\u7801<\/strong>\uff08LiveCodeBench\uff09\u7b49\u3002<\/p>\n<p class=\"js_darkmode__54\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202501\/18\/79fa23224bda10c69396452b53146f9c5e0bca.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__55\">Table 1\u6570\u636e\u663e\u793a\uff0c\u5728\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e2d\uff0c<strong>\u6240\u6709\u768411\u4e2a\u6d4b\u8bd5\u96c6\u4e0a\uff0cSearch-o1\u5728\u5176\u4e2d10\u4e2a\u4efb\u52a1\u4e0a\uff0c\u90fd\u4f18\u4e8e\u539f\u751f\u63a8\u7406\u548c\u4f20\u7edfRAG\u65b9\u6cd5\u3002<\/strong><\/p>\n<p class=\"js_darkmode__56\">\u4ec5\u6709\u4e00\u9879\u2014\u2014LiveCodeBench\u4e4beasy\u7684\u6210\u7ee957.7\u3002<\/p>\n<p class=\"js_darkmode__57\">\u8fd9\u4e2a\u6210\u7ee9\u5728Qwen2.5-Coder-32B\u548cQwQ-32B\u4e0a\u7684\u8868\u73b0\u4f4e\u4e8e\u539f\u751f\u63a8\u7406\uff0c\u5728RAG-Qwen2.5-32B\u3001RAgent-QwQ-32B\u7684\u6bd4\u51f9\u9677\u4f4e\u4e8e\u4f20\u7edfRAG\u65b9\u6cd5\u3002<\/p>\n<p class=\"js_darkmode__58\"><strong>\u591a\u63d0\u4e00\u5634\uff0c\u9879\u76ee\u8bba\u6587\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u5c55\u793a\u4e86Search-o1\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u7684\u6bd4\u8f83\u3002<\/strong><\/p>\n<p class=\"js_darkmode__59\">\u7814\u7a76\u8005\u5c06Search-o1\u7684\u6027\u80fd\u548cGPQA\u6269\u5c55\u96c6\u4e2d\u5404\u4e2a\u9886\u57df\u7684\u4eba\u7c7b\u4e13\u5bb6\u8fdb\u884c\u4e86\u6bd4\u8f83\u4eba\u7c7b\uff0c\u4e0b\u9762\u7684Table 2\u5c55\u793a\u7684\u662f\u4e13\u5bb6\u5728\u7269\u7406\u3001\u5316\u5b66\u3001\u751f\u7269\u7b49\u5404\u4e2a\u5b66\u79d1\u7684\u4eba\u7c7b\u4e13\u5bb6\u6210\u7ee9\u3002<\/p>\n<p class=\"js_darkmode__60\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202501\/18\/9170f5b635fff9a1a3f3610d723ca51921094a.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__61\">\u7ed3\u679c\u663e\u793a\uff0c<strong>Search-o1\u5728\u6574\u4f53\u6027\u80fd<\/strong>\uff0857.9\uff09\u3001<strong>\u7269\u7406\u5b66<\/strong>\uff0868.7\uff09<strong>\u548c\u751f\u7269\u5b66<\/strong>\uff0869.5\uff09<strong>\u65b9\u9762\u90fd\u4f18\u4e8e\u4eba\u7c7b\u4e13\u5bb6\u3002<\/strong><\/p>\n<p class=\"js_darkmode__62\">\u4e0d\u8fc7\u5728\u5316\u5b66\u5b50\u9886\u57df\u843d\u540e\u4e8e\u5316\u5b66\u5bb6\uff0cSearch-o1\u662f40.7\uff0c\u4eba\u7c7b\u4e13\u5bb6\u662f72.6\u3002<\/p>\n<p class=\"js_darkmode__63\">\u7b2c\u4e8c\u79cd\u662f<strong>\u5f00\u653e\u57df\u95ee\u7b54\u57fa\u51c6<\/strong>\uff0c\u5305\u62ec\uff1a<\/p>\n<ul data-id=\"u738a58b-0Bi2YY1c\">\n<li data-id=\"l34939b2-TOQ0K4DD\"><strong>\u5355\u8df3QA<\/strong>\uff0c\u5982\u81ea\u7136\u95ee\u9898\uff08NQ\uff09\u3001TriviaQA\u7b49\u3002<\/li>\n<li data-id=\"l34939b2-93lB2OH4\"><strong>\u591a\u8df3QA<\/strong>\uff0c\u5982HotpotQA\u30012WikiMultihopQA\u3001MuSiQue\u3001Bamboogle\u7b49\u3002<\/li>\n<\/ul>\n<p class=\"js_darkmode__65\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202501\/18\/c8011f506477366312a892b9f65ab8af654a6f.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__66\">Table 3\u6570\u636e\u663e\u793a\uff0cSearch-o1<strong>\u5728\u591a\u8df3QA\u4efb\u52a1\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\uff0c\u5e73\u5747\u51c6\u786e\u7387\u63d0\u5347\u4e86\u8fd130%\uff0c\u4f18\u4e8e\u6240\u6709\u57fa\u7ebf\u6a21\u578b\u3002<\/strong><\/p>\n<p class=\"js_darkmode__67\">\u4e0d\u8fc7\u76f8\u6bd4\u8f83\u800c\u8a00\uff0cSearch-o1\u5728\u5355\u8df3\u4efb\u52a1\u4e0a\u7684\u6210\u7ee9\u63d0\u5347\u4e0d\u663e\u8457\u3002<\/p>\n<p class=\"js_darkmode__68\">\u7814\u7a76\u4eba\u5458\u5728\u6700\u540e\u8868\u793a\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__70\">Reason-in-Documents\u6a21\u5757 + Agentic RAG\u673a\u5236\uff0c\u901a\u8fc7\u6709\u6548\u89e3\u51b3\u6a21\u578b\u672c\u8eab\u77e5\u8bc6\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u589e\u5f3a\u4e86\u63a8\u7406\u6a21\u578b\u7684\u53ef\u4fe1\u5ea6\u548c\u5b9e\u7528\u6027\u3002<\/p>\n<p class=\"js_darkmode__71\">\u5728\u590d\u6742\u95ee\u9898\u89e3\u51b3\u573a\u666f\u4e2d\uff0cSearch-o1\u4e3a\u66f4\u503c\u5f97\u4fe1\u8d56\u548c\u66f4\u6709\u6548\u7684\u667a\u80fd\u7cfb\u7edf\u94fa\u5e73\u4e86\u9053\u8def<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__72\">\u76ee\u524d\u5916\u7f51\u51b2\u6d6a\u4e86\u4e00\u4e0b\uff0c\u7f51\u53cb\u4eec\u8868\u793a\u5bf9\u8fd9\u4e2a\u5de5\u4f5c\u8fd8\u662f\u975e\u5e38\u80af\u5b9a\u7684\u3002<\/p>\n<p class=\"js_darkmode__73\">\u5c24\u5176\u662f\u5bf9\u5b83\u201c\u6a21\u62df\u4eba\u7c7b\u8ba4\u77e5\u8fc7\u7a0b\u201d\u548c\u201c\u589e\u5f3a\u63a8\u7406\u6a21\u578b\u63a8\u7406\u80fd\u529b\u201d\u8fd9\u4fe9\u65b9\u9762\u3002<\/p>\n<p class=\"js_darkmode__74\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202501\/18\/f51db7a31010e9aacd28638773297b0c606e25.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h2>\u4f5c\u8005\u56e2\u961f<\/h2>\n<p class=\"js_darkmode__76\">Search-o1\u7684<strong>\u901a\u8baf\u4f5c\u8005\u662f\u4eba\u5927\u9ad8\u74f4\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u7684\u6559\u6388\u7aa6\u5fd7\u6210<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__77\">\u4ed6\u4ece\u5357\u5f00\u5927\u5b66\u535a\u58eb\u6bd5\u4e1a\u540e\uff0c\u5148\u52a0\u5165\u4e86MSRA\u62c5\u4efb\u7814\u7a76\u5458\uff0c2014\u5e749\u6708\u4efd\u52a0\u5165\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\uff0c\u5e76\u4e8e2018\u5e748\u6708\u7834\u683c\u664b\u5347\u6559\u6388\u3002<\/p>\n<p class=\"js_darkmode__78\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202501\/18\/a60d9d3658248bead72859f63691ff1e4c3c57.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__79\">\u5176\u4f59\u7684\u4f5c\u8005\u5305\u62ecXiaoxi Li\uff0cGuanting Dong\uff0c Jiajie Jin\uff0cYuyao Zhang\uff0cYujia Zhou\uff0cYutao Zhu\uff0c Peitian Zhang\u3002<\/p>\n<p class=\"js_darkmode__80\">\u5176\u4e2d\uff0cYujia Zhou\u662f\u56e2\u961f\u4e2d\u552f\u4e00\u4e00\u4e2a\u6765\u81ea\u6e05\u534e\u7684\u540c\u5b66\uff08\u5176\u4f59\u90fd\u6765\u81ea\u4eba\u5927\uff09\u3002<\/p>\n<p class=\"js_darkmode__81\">Zhou\u76ee\u524d\u5728\u6e05\u534e\u5927\u5b66\u4efb\u535a\u58eb\u540e\u7814\u7a76\u5458\uff0c\u4e0e\u6e05\u534e\u5927\u5b66\u79d1\u7814\u9662\u9662\u957f\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u7cfb\u6559\u6388\u5218\u5955\u7fa4\u5408\u4f5c\u3002<\/p>\n<p class=\"js_darkmode__82\">\u8fd9\u4f4d\u540c\u5b66\u5728\u4eba\u5927\u53d6\u5f97\u535a\u58eb\u5b66\u4f4d\uff0c\u5bfc\u5e08\u6b63\u662f\u7aa6\u5fd7\u6210\u3002<\/p>\n<p class=\"js_darkmode__83\">arXiv\uff1ahttps:\/\/arxiv.org\/abs\/2501.05366<br \/>\nGitHub\uff1ahttps:\/\/github.com\/sunnynexus\/Search-o1<br \/>\n\u62b1\u62b1\u8138\uff1ahttps:\/\/huggingface.co\/papers\/2501.05366<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_24183\" class=\"pvc_stats total_only  \" data-element-id=\"24183\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u535a\u58eb\u7ea7\u522b\u7684\u79d1\u5b66\u95ee\u7b54\u3001\u6570\u5b66\u3001\u4ee3\u7801\u80fd\u529b\u768411\u9879\u8bc4\u6d4b\u4e2d\uff0c\u80fd\u529b\u663e\u8457\u63d0\u5347\uff0c\u62ff\u4e0b10\u4e2a\u7b2c\u4e00\uff01 \u4e00\u4e2a\u65b0\u6846\u67b6\uff0c\u8ba9Qwen\u7248o [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_24183\" class=\"pvc_stats total_only  \" data-element-id=\"24183\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":24185,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,23,20,80,315],"tags":[124,1549,820],"class_list":["post-24183","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-23","category-20","category-80","category-315","tag-ai","tag-1549","tag-820"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24183","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=24183"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24183\/revisions"}],"predecessor-version":[{"id":24186,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24183\/revisions\/24186"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/24185"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=24183"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=24183"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=24183"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}