{"id":23470,"date":"2026-06-10T14:31:12","date_gmt":"2026-06-10T06:31:12","guid":{"rendered":"https:\/\/ab123.xyz\/?p=23470"},"modified":"2026-06-10T14:31:12","modified_gmt":"2026-06-10T06:31:12","slug":"%e5%95%86%e6%b1%a4%e6%97%a5%e6%97%a5%e6%96%b0%e5%a4%a7%e6%a8%a1%e5%9e%8b5-0%e5%a4%9a%e6%a8%a1%e6%80%81%e6%a3%80%e7%b4%a2%e5%a2%9e%e5%bc%ba%e7%94%9f%e6%88%90%e6%8c%87%e5%8d%97%ef%bc%9a%e5%8a%9f","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=23470","title":{"rendered":"\u5546\u6c64\u65e5\u65e5\u65b0\u5927\u6a21\u578b5.0\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6307\u5357\uff1a\u529f\u80fd\u3001\u4f18\u52bf\u4e0e\u5e94\u7528\u5168\u89e3\u6790"},"content":{"rendered":"<p>\u5546\u6c64\u79d1\u6280\u6700\u65b0\u53d1\u5e03\u7684\u65e5\u65e5\u65b0\u5927\u6a21\u578b5.0\u7248\u672c\uff0c\u51ed\u501f\u5176\u7a81\u7834\u6027\u7684\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u80fd\u529b\uff0c\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5907\u53d7\u77a9\u76ee\u7684\u667a\u80fd\u5de5\u5177\u3002\u8be5\u6a21\u578b\u6df1\u5ea6\u878d\u5408\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u591a\u79cd\u6a21\u6001\u6570\u636e\u7684\u7406\u89e3\u4e0e\u751f\u6210\uff0c\u5e76\u901a\u8fc7\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u5927\u5e45\u63d0\u5347\u77e5\u8bc6\u83b7\u53d6\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002\u65e0\u8bba\u662f\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u7ba1\u7406\u3001\u667a\u80fd\u5ba2\u670d\uff0c\u8fd8\u662f\u5185\u5bb9\u521b\u4f5c\u4e0e\u51b3\u7b56\u8f85\u52a9\uff0c\u65e5\u65e5\u65b05.0\u90fd\u80fd\u63d0\u4f9b\u9ad8\u6548\u3001\u53ef\u9760\u7684\u89e3\u51b3\u65b9\u6848\u3002\u8bbf\u95ee\u5176\u5b98\u65b9\u7f51\u7ad9\u53ef\u83b7\u53d6\u6700\u65b0\u7248\u672c\u4e0eAPI\u6587\u6863\uff1a<a href=\"https:\/\/www.sensetime.com\/cn\/technology\/dailynew\" target=\"_blank\">\u5546\u6c64\u65e5\u65e5\u65b0\u5b98\u65b9\u7f51\u7ad9<\/a>\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\uff1a\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u7684\u4e09\u5927\u652f\u67f1<\/h2>\n<p>\u65e5\u65e5\u65b05.0\u7684\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u5e76\u975e\u7b80\u5355\u5806\u53e0\u6280\u672f\uff0c\u800c\u662f\u901a\u8fc7\u4e09\u4e2a\u5173\u952e\u6a21\u5757\u5b9e\u73b0\u534f\u540c\u6548\u5e94\uff1a<\/p>\n<ul>\n<li><strong>\u591a\u6a21\u6001\u7406\u89e3\u5f15\u64ce<\/strong>\uff1a\u652f\u6301\u540c\u65f6\u5904\u7406\u6587\u672c\u3001\u56fe\u7247\u3001\u89c6\u9891\u3001\u97f3\u9891\u8f93\u5165\uff0c\u81ea\u52a8\u8bc6\u522b\u5e76\u5173\u8054\u8de8\u6a21\u6001\u8bed\u4e49\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u7528\u6237\u4e0a\u4f20\u4e00\u5f20\u4ea7\u54c1\u8bbe\u8ba1\u56fe\u5e76\u8be2\u95ee\u6280\u672f\u53c2\u6570\uff0c\u6a21\u578b\u80fd\u81ea\u52a8\u5b9a\u4f4d\u56fe\u4e2d\u6807\u6ce8\u533a\u57df\u5e76\u7ed9\u51fa\u7ed3\u6784\u5316\u7b54\u6848\u3002<\/li>\n<li><strong>\u52a8\u6001\u77e5\u8bc6\u5e93\u68c0\u7d22\u5668<\/strong>\uff1a\u5185\u7f6e\u4f01\u4e1a\u7ea7\u5411\u91cf\u6570\u636e\u5e93\uff0c\u652f\u6301\u79c1\u6709\u77e5\u8bc6\u5e93\u7684\u5b9e\u65f6\u63a5\u5165\u3002\u5f53\u7528\u6237\u63d0\u95ee\u65f6\uff0c\u7cfb\u7edf\u4f1a\u5148\u68c0\u7d22\u76f8\u5173\u6587\u6863\u6216\u56fe\u50cf\uff0c\u518d\u7ed3\u5408\u5927\u6a21\u578b\u751f\u6210\u7b54\u6848\uff0c\u6709\u6548\u907f\u514d\u5e7b\u89c9\u95ee\u9898\u3002\u68c0\u7d22\u7d22\u5f15\u652f\u6301PDF\u3001\u7f51\u9875\u3001\u6570\u636e\u5e93\u7b49\u591a\u6e90\u6570\u636e\u3002<\/li>\n<li><strong>\u751f\u6210\u4e0e\u9a8c\u8bc1\u53cc\u901a\u9053<\/strong>\uff1a\u5728\u751f\u6210\u6700\u7ec8\u56de\u7b54\u524d\uff0c\u6a21\u578b\u4f1a\u5bf9\u68c0\u7d22\u5230\u7684\u7247\u6bb5\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u786e\u4fdd\u4fe1\u606f\u4e00\u81f4\u6027\u3002\u5bf9\u4e8e\u6d89\u53ca\u56fe\u50cf\u7684\u4efb\u52a1\uff0c\u8fd8\u80fd\u8fd4\u56de\u5e26\u6807\u6ce8\u7684\u89c6\u89c9\u8bc1\u636e\u56fe\uff0c\u63d0\u5347\u51b3\u7b56\u53ef\u4fe1\u5ea6\u3002<\/li>\n<\/ul>\n<h2>\u6280\u672f\u4f18\u52bf\uff1a\u4e3a\u4f55\u65e5\u65e5\u65b05.0\u5728RAG\u8d5b\u9053\u9886\u5148<\/h2>\n<p>\u76f8\u6bd4\u4f20\u7edfRAG\u65b9\u6848\uff0c\u5546\u6c64\u65e5\u65e5\u65b05.0\u5728\u4ee5\u4e0b\u65b9\u9762\u5b9e\u73b0\u4e86\u4ee3\u9645\u63d0\u5347\uff1a<\/p>\n<h3>\u8d85\u5927\u89c4\u6a21\u591a\u6a21\u6001\u9884\u8bad\u7ec3<\/h3>\n<p>\u6a21\u578b\u57fa\u5ea7\u91c7\u7528\u5343\u4ebf\u7ea7\u53c2\u6570\u7684\u591a\u6a21\u6001Transformer\uff0c\u5728\u6570\u5341\u4ebf\u56fe\u6587\u5bf9\u3001\u89c6\u9891\u7247\u6bb5\u4e0a\u5b8c\u6210\u9884\u8bad\u7ec3\uff0c\u5bf9\u590d\u6742\u573a\u666f\u7684\u7406\u89e3\u80fd\u529b\u8fdc\u8d85\u901a\u7528\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u5728\u533b\u7597\u5f71\u50cf\u62a5\u544a\u4e2d\uff0c\u5b83\u80fd\u540c\u65f6\u89e3\u6790\u56fe\u50cf\u4e2d\u7684\u75c5\u7076\u533a\u57df\u4e0e\u6587\u672c\u63cf\u8ff0\uff0c\u751f\u6210\u7efc\u5408\u8bca\u65ad\u5efa\u8bae\u3002<\/p>\n<h3>\u4f4e\u5ef6\u8fdf\u68c0\u7d22\u4e0e\u6d41\u5f0f\u751f\u6210<\/h3>\n<p>\u901a\u8fc7\u4f18\u5316\u7684\u7d22\u5f15\u7ed3\u6784\u548c\u63a8\u7406\u52a0\u901f\u5e93\uff0c\u65e5\u65e5\u65b05.0\u7684\u5e73\u5747\u68c0\u7d22\u65f6\u95f4\u4f4e\u4e8e200\u6beb\u79d2\uff0c\u9996\u5b57\u751f\u6210\u5ef6\u8fdf\u63a7\u5236\u57281\u79d2\u5185\u3002\u8fd9\u4e00\u7279\u6027\u4f7f\u5176\u9002\u7528\u4e8e\u5b9e\u65f6\u5ba2\u670d\u3001\u5728\u7ebf\u6559\u80b2\u7b49\u4ea4\u4e92\u573a\u666f\u3002<\/p>\n<h3>\u5b89\u5168\u4e0e\u53ef\u5b9a\u5236\u6027<\/h3>\n<p>\u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72\u4e0e\u6570\u636e\u9694\u79bb\uff0c\u4f01\u4e1a\u53ef\u4e0a\u4f20\u5185\u90e8\u77e5\u8bc6\u5e93\u6784\u5efa\u4e13\u5c5eRAG\u7cfb\u7edf\u3002\u540c\u65f6\u63d0\u4f9b\u7ec6\u7c92\u5ea6\u6743\u9650\u7ba1\u7406\uff0c\u786e\u4fdd\u654f\u611f\u6570\u636e\u4ec5\u5bf9\u6388\u6743\u7528\u6237\u53ef\u89c1\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f\uff1a\u4ece\u4f01\u4e1a\u529e\u516c\u5230\u667a\u6167\u57ce\u5e02<\/h2>\n<p>\u65e5\u65e5\u65b05.0\u7684\u591a\u6a21\u6001RAG\u80fd\u529b\u5df2\u5728\u591a\u4e2a\u884c\u4e1a\u843d\u5730\uff1a<\/p>\n<ul>\n<li><strong>\u667a\u80fd\u77e5\u8bc6\u5e93<\/strong>\uff1a\u96c6\u56e2\u4f01\u4e1a\u5c06\u5206\u6563\u7684\u90e8\u95e8\u6587\u6863\u3001\u6280\u672f\u624b\u518c\u3001\u5386\u53f2\u6848\u4f8b\u7edf\u4e00\u63a5\u5165\uff0c\u5458\u5de5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5373\u53ef\u4e00\u952e\u83b7\u53d6\u51c6\u786e\u4fe1\u606f\uff0c\u66ff\u4ee3\u4f20\u7edf\u7684\u641c\u7d22\u5f15\u64ce\u3002<\/li>\n<li><strong>\u521b\u610f\u5185\u5bb9\u751f\u4ea7<\/strong>\uff1a\u5e7f\u544a\u516c\u53f8\u5229\u7528\u56fe\u6587\u8054\u5408\u751f\u6210\u529f\u80fd\uff0c\u8f93\u5165\u4ea7\u54c1\u5356\u70b9\uff0c\u6a21\u578b\u81ea\u52a8\u68c0\u7d22\u76f8\u5173\u98ce\u683c\u56fe\u7247\u5e76\u751f\u6210\u5e7f\u544a\u6587\u6848\uff0c\u6548\u7387\u63d0\u53475\u500d\u4ee5\u4e0a\u3002<\/li>\n<li><strong>\u667a\u6167\u533b\u7597\u8f85\u52a9<\/strong>\uff1a\u533b\u751f\u4e0a\u4f20\u60a3\u8005CT\u7247\u5e76\u63d0\u95ee\uff0c\u7cfb\u7edf\u68c0\u7d22\u76f8\u4f3c\u75c5\u4f8b\u5e93\u4e0e\u533b\u5b66\u6587\u732e\uff0c\u751f\u6210\u9274\u522b\u8bca\u65ad\u62a5\u544a\uff0c\u8f85\u52a9\u4e34\u5e8a\u51b3\u7b56\u3002<\/li>\n<li><strong>\u667a\u80fd\u5ba2\u670d\u5347\u7ea7<\/strong>\uff1a\u7535\u5546\u5e73\u53f0\u63a5\u5165\u65e5\u65e5\u65b05.0\u540e\uff0c\u5ba2\u670d\u673a\u5668\u4eba\u4e0d\u4ec5\u80fd\u56de\u7b54\u6587\u5b57\u95ee\u9898\uff0c\u8fd8\u80fd\u901a\u8fc7\u7528\u6237\u4e0a\u4f20\u7684\u5546\u54c1\u7167\u7247\u76f4\u63a5\u8bc6\u522b\u578b\u53f7\u3001\u6bd4\u5bf9\u53c2\u6570\uff0c\u63d0\u4f9b\u552e\u540e\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ul>\n<h2>\u5982\u4f55\u4f7f\u7528\uff1a\u5feb\u901f\u4e0a\u624b\u56db\u6b65\u6cd5<\/h2>\n<p>\u4f01\u4e1a\u7528\u6237\u6216\u5f00\u53d1\u8005\u53ef\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u5feb\u901f\u4f53\u9a8c\u65e5\u65e5\u65b05.0\u7684\u591a\u6a21\u6001RAG\u80fd\u529b\uff1a<\/p>\n<ol>\n<li><strong>\u6ce8\u518c\u4e0e\u8ba4\u8bc1<\/strong>\uff1a\u8bbf\u95ee\u5546\u6c64\u5f00\u653e\u5e73\u53f0\uff08\u5b98\u7f51\u94fe\u63a5\u89c1\u6587\u9996\uff09\uff0c\u5b8c\u6210\u4f01\u4e1a\u5b9e\u540d\u8ba4\u8bc1\u540e\u83b7\u53d6API\u5bc6\u94a5\u3002<\/li>\n<li><strong>\u521b\u5efa\u77e5\u8bc6\u5e93<\/strong>\uff1a\u5728\u7ba1\u7406\u540e\u53f0\u4e2d\u4e0a\u4f20\u9700\u8981\u68c0\u7d22\u7684\u6587\u6863\u3001\u56fe\u7247\u6216\u89c6\u9891\u6587\u4ef6\uff0c\u7cfb\u7edf\u81ea\u52a8\u5efa\u7acb\u7d22\u5f15\u5e76\u751f\u6210\u5411\u91cf\u8868\u793a\u3002<\/li>\n<li><strong>\u8c03\u7528\u63a5\u53e3<\/strong>\uff1a\u901a\u8fc7RESTful API\u6216SDK\u5c06\u591a\u6a21\u6001\u8f93\u5165\uff08\u5982\u6587\u672c+\u56fe\u7247URL\uff09\u53d1\u9001\u81f3 \/multimodal-rag \u63a5\u53e3\uff0c\u8bbe\u7f6e\u68c0\u7d22\u8303\u56f4\u4e0e\u751f\u6210\u53c2\u6570\u3002<\/li>\n<li><strong>\u7ed3\u679c\u89e3\u6790<\/strong>\uff1a\u8fd4\u56de\u7ed3\u679c\u5305\u542b\u7ed3\u6784\u5316\u7b54\u6848\u3001\u68c0\u7d22\u6765\u6e90\u7f6e\u4fe1\u5ea6\u5206\u6570\u4ee5\u53ca\u5173\u8054\u8bc1\u636e\u7247\u6bb5\uff08\u5982\u56fe\u7247\u6807\u6ce8\u533a\u57df\uff09\u3002\u5f00\u53d1\u8005\u53ef\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u8fdb\u884c\u4e8c\u6b21\u5904\u7406\u3002<\/li>\n<\/ol>\n<p>\u5bf9\u4e8e\u975e\u6280\u672f\u7528\u6237\uff0c\u5546\u6c64\u4e5f\u63d0\u4f9b\u4e86\u53ef\u89c6\u5316\u5de5\u4f5c\u53f0\uff0c\u652f\u6301\u62d6\u62fd\u5f0f\u914d\u7f6e\u77e5\u8bc6\u5e93\u4e0e\u95ee\u7b54\u6a21\u677f\uff0c\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u5373\u53ef\u6784\u5efa\u4e13\u5c5eRAG\u5e94\u7528\u3002<\/p>\n<p>\u603b\u4e4b\uff0c\u5546\u6c64\u65e5\u65e5\u65b0\u5927\u6a21\u578b5.0\u51ed\u501f\u5176\u9886\u5148\u7684\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6280\u672f\uff0c\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u4f01\u4e1a\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u4ece\u964d\u4f4e\u4fe1\u606f\u83b7\u53d6\u95e8\u69db\u5230\u63d0\u5347\u5185\u5bb9\u521b\u4f5c\u6548\u7387\uff0c\u8fd9\u4e00\u5de5\u5177\u5df2\u5728\u4f17\u591a\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u5de8\u5927\u7684\u5546\u4e1a\u4ef7\u503c\u4e0e\u793e\u4f1a\u6548\u76ca\u3002\u5982\u9700\u8fdb\u4e00\u6b65\u4e86\u89e3\u6280\u672f\u7ec6\u8282\u6216\u7533\u8bf7\u8bd5\u7528\uff0c\u8bf7\u8bbf\u95ee\u5b98\u65b9\u7f51\u7ad9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5546\u6c64\u79d1\u6280\u6700\u65b0\u53d1\u5e03\u7684\u65e5\u65e5\u65b0\u5927\u6a21\u578b5.0\u7248\u672c\uff0c\u51ed\u501f\u5176\u7a81\u7834\u6027\u7684\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u80fd\u529b\uff0c\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5907\u53d7 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[26380,9420,12487,26379,26376],"class_list":["post-23470","post","type-post","status-publish","format-standard","hentry","category-4","tag-rag","tag-9420","tag-12487","tag-26379","tag-5-0"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23470","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=23470"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23470\/revisions"}],"predecessor-version":[{"id":23471,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23470\/revisions\/23471"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23470"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23470"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23470"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}