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API\u201d\u3001\u201cSSO\u96c6\u6210\u65b9\u6848\u201d\u7b49\u6982\u5ff5\u76f8\u8fd1\u7684\u8d44\u6599\uff0c\u5b9e\u73b0\u8d85\u8d8a\u5173\u952e\u8bcd\u7684\u667a\u80fd\u68c0\u7d22\u3002<\/li>\n<li><strong>\u5012\u6392\u7d22\u5f15\uff08Inverted Index\uff09<\/strong>\uff1a\u8fd9\u662f\u4f20\u7edf\u5168\u6587\u641c\u7d22\u5f15\u64ce\uff08\u5982Elasticsearch\u3001Lucene\uff09\u7684\u770b\u5bb6\u672c\u9886\uff0c\u4e5f\u662f\u5b9e\u73b0\u201c\u5feb\u901f\u201d\u7684\u5173\u952e\u3002\u5176\u539f\u7406\u53ef\u4ee5\u901a\u4fd7\u5730\u7406\u89e3\u4e3a\u201c\u6309\u8bcd\u67e5\u6587\u201d\uff0c\u5c31\u50cf\u4e66\u7c4d\u672b\u5c3e\u7684\u7d22\u5f15\u3002\u7cfb\u7edf\u4f1a\u9884\u5148\u5bf9\u6240\u6709\u6587\u6863\u8fdb\u884c\u5206\u8bcd\uff0c\u521b\u5efa\u4e00\u4e2a\u4ece\u201c\u8bcd\u201d\u5230\u201c\u6587\u6863ID\u5217\u8868\u201d\u7684\u6620\u5c04\u5173\u7cfb\u3002\u5f53\u7528\u6237\u641c\u7d22\u4e00\u4e2a\u5173\u952e\u8bcd\u65f6\uff0c\u7cfb\u7edf\u65e0\u9700\u904d\u5386\u6240\u6709\u6587\u6863\uff0c\u53ea\u9700\u76f4\u63a5\u901a\u8fc7\u8fd9\u4e2a\u7d22\u5f15\u627e\u5230\u5305\u542b\u8be5\u8bcd\u7684\u6240\u6709\u6587\u6863\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u5728\u5927\u89c4\u6a21\u6587\u672c\u6570\u636e\u4e0b\u7684\u68c0\u7d22\u901f\u5ea6\u3002\u5c06\u5411\u91cf\u5316\u68c0\u7d22\u4e0e\u5012\u6392\u7d22\u5f15\u7ed3\u5408\uff0c\u53ef\u4ee5\u517c\u987e\u8bed\u4e49\u7684\u6df1\u5ea6\u4e0e\u68c0\u7d22\u7684\u901f\u5ea6\u3002<\/li>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31\uff08Knowledge Graph\uff09<\/strong>\uff1a\u5982\u679c\u8bf4\u5411\u91cf\u68c0\u7d22\u548c\u5012\u6392\u7d22\u5f15\u89e3\u51b3\u4e86\u201c\u627e\u5f97\u51c6\u201d\u548c\u201c\u627e\u5f97\u5feb\u201d\u7684\u95ee\u9898\uff0c\u77e5\u8bc6\u56fe\u8c31\u5219\u89e3\u51b3\u4e86\u201c\u5173\u8054\u53d1\u73b0\u201d\u7684\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u63d0\u53d6\u6587\u6863\u4e2d\u7684\u5173\u952e\u5b9e\u4f53\uff08\u5982\u9879\u76ee\u540d\u3001\u6280\u672f\u6808\u3001\u8d1f\u8d23\u4eba\u3001API\u63a5\u53e3\uff09\uff0c\u5e76\u5b9a\u4e49\u5b83\u4eec\u4e4b\u95f4\u7684\u5173\u7cfb\uff08\u5982\u201c\u9879\u76eeA\u201d\u4f7f\u7528\u201c\u6280\u672f\u6808B\u201d\u3001\u201c\u8d1f\u8d23\u4ebaC\u201d\u7ef4\u62a4\u201cAPI\u63a5\u53e3D\u201d\uff09\uff0c\u5c06\u5b64\u7acb\u7684\u6587\u6863\u8fde\u63a5\u6210\u4e00\u5f20\u5de8\u5927\u7684\u77e5\u8bc6\u7f51\u7edc\u3002\u57fa\u4e8e\u8fd9\u5f20\u7f51\u7edc\uff0c\u7814\u53d1\u4eba\u5458\u53ef\u4ee5\u8fdb\u884c\u63a2\u7d22\u5f0f\u68c0\u7d22\uff0c\u4f8b\u5982\uff0c\u4ece\u4e00\u4e2aAPI\u6587\u6863\u51fa\u53d1\uff0c\u53ef\u4ee5\u8f7b\u677e\u627e\u5230\u6240\u6709\u8c03\u7528\u4e86\u8be5API\u7684\u9879\u76ee\u3001\u76f8\u5173\u7684\u8bbe\u8ba1\u6587\u6863\u4ee5\u53ca\u8d1f\u8d23\u4eba\uff0c\u5b9e\u73b0\u201c\u4ece\u4e00\u4e2a\u70b9\u627e\u5230\u6240\u6709\u76f8\u5173\u4fe1\u606f\u201d\u7684\u5173\u8054\u6027\u68c0\u7d22\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u77e5\u8bc6\u7684\u5229\u7528\u6548\u7387\u3002<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E5%AE%9E%E6%88%98%E6%8C%87%E5%8D%97%EF%BC%9A%E5%9B%9B%E6%AD%A5%E6%90%AD%E5%BB%BA%E4%BC%81%E4%B8%9A%E7%BA%A7%E7%A0%94%E5%8F%91%E6%96%87%E6%A1%A3%E6%A3%80%E7%B4%A2%E7%B3%BB%E7%BB%9F\"><\/span>\u4e09\u3001\u5b9e\u6218\u6307\u5357\uff1a\u56db\u6b65\u642d\u5efa\u4f01\u4e1a\u7ea7\u7814\u53d1\u6587\u6863\u68c0\u7d22\u7cfb\u7edf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5c06\u5148\u8fdb\u7684\u7b97\u6cd5\u7406\u8bba\u8f6c\u5316\u4e3a\u4f01\u4e1a\u5185\u90e8\u53ef\u7528\u7684\u9ad8\u6548\u5de5\u5177\uff0c\u9700\u8981\u4e00\u4e2a\u6e05\u6670\u3001\u53ef\u6267\u884c\u7684\u843d\u5730\u8def\u7ebf\u56fe\u3002\u5bf9\u4e8e\u8ba1\u5212\u6784\u5efa\u81ea\u6709\u7814\u53d1\u6587\u6863\u68c0\u7d22\u7cfb\u7edf\u7684\u4f01\u4e1a\uff0c\u53ef\u4ee5\u9075\u5faa\u4ee5\u4e0b\u56db\u4e2a\u5173\u952e\u6b65\u9aa4\uff0c\u7cfb\u7edf\u5316\u5730\u63a8\u8fdb\u9879\u76ee\u843d\u5730\u3002<\/p>\n<ol>\n<li><strong>\u6570\u636e\u6e90\u96c6\u6210\u4e0e\u9884\u5904\u7406<\/strong>\uff1a\u7b2c\u4e00\u6b65\u662f\u6253\u7834\u6570\u636e\u5b64\u5c9b\u3002\u9700\u8981\u901a\u8fc7API\u6216\u6570\u636e\u540c\u6b65\u5de5\u5177\uff0c\u5c06\u6563\u843d\u5728\u5404\u4e2a\u89d2\u843d\u7684\u7814\u53d1\u6587\u6863\u7edf\u4e00\u63a5\u5165\u5230\u7cfb\u7edf\u4e2d\u3002\u8fd9\u5305\u62ecGitLab\/GitHub\u4e2d\u7684\u4ee3\u7801\u5e93\u548cWiki\u3001Confluence\/Jira\u4e2d\u7684\u9879\u76ee\u6587\u6863\u3001\u4f01\u4e1a\u5171\u4eab\u76d8\uff08\u5982NAS\u3001SharePoint\uff09\u4e2d\u7684\u8bbe\u8ba1\u7a3f\u548c\u62a5\u544a\u7b49\u3002\u6570\u636e\u63a5\u5165\u540e\uff0c\u5fc5\u987b\u8fdb\u884c\u4e25\u683c\u7684\u9884\u5904\u7406\uff0c\u5305\u62ec\u5bf9\u4e0d\u540c\u683c\u5f0f\u6587\u4ef6\uff08PDF, Word, Markdown\uff09\u7684\u5185\u5bb9\u63d0\u53d6\u3001\u53bb\u9664\u65e0\u6548\u4fe1\u606f\uff08\u5982HTML\u6807\u7b7e\uff09\u3001\u7edf\u4e00\u7f16\u7801\u683c\u5f0f\u7b49\uff0c\u4e3a\u540e\u7eed\u7684\u7d22\u5f15\u6784\u5efa\u63d0\u4f9b\u5e72\u51c0\u3001\u6807\u51c6\u5316\u7684\u6570\u636e\u57fa\u7840\u3002<\/li>\n<li><strong>\u7d22\u5f15\u6784\u5efa\u4e0e\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u8fd9\u662f\u7cfb\u7edf\u7684\u6838\u5fc3\u5de5\u7a0b\u3002\u4f01\u4e1a\u9700\u8981\u6839\u636e\u81ea\u8eab\u7684\u6570\u636e\u89c4\u6a21\u3001\u6280\u672f\u6808\u548c\u5bf9\u68c0\u7d22\u7cbe\u5ea6\u7684\u8981\u6c42\uff0c\u9009\u62e9\u5408\u9002\u7684\u7d22\u5f15\u7b56\u7565\u3002\u4e00\u79cd\u5e38\u89c1\u7684\u6700\u4f73\u5b9e\u8df5\u662f\u91c7\u7528\u201c\u6df7\u5408\u7d22\u5f15\u201d\u6a21\u5f0f\uff0c\u5373\u540c\u65f6\u6784\u5efa\u5012\u6392\u7d22\u5f15\u548c\u5411\u91cf\u7d22\u5f15\u3002\u5012\u6392\u7d22\u5f15\u4fdd\u8bc1\u5173\u952e\u8bcd\u68c0\u7d22\u7684\u901f\u5ea6\u548c\u57fa\u7840\u51c6\u786e\u6027\uff0c\u800c\u5411\u91cf\u7d22\u5f15\u5219\u8d4b\u80fd\u8bed\u4e49\u7406\u89e3\u80fd\u529b\u3002\u5728\u6b64\u9636\u6bb5\uff0c\u9700\u8981\u9009\u62e9\u5408\u9002\u7684\u5411\u91cf\u5316\u6a21\u578b\uff0c\u5e76\u5bf9\u6587\u6863\u8fdb\u884c\u5207\u7247\uff08Chunking\uff09\u548c\u5411\u91cf\u5316\u5904\u7406\uff0c\u6700\u7ec8\u5c06\u751f\u6210\u7684\u7d22\u5f15\u5b58\u50a8\u5728\u4e13\u95e8\u7684\u641c\u7d22\u5f15\u64ce\uff08\u5982Elasticsearch\uff09\u6216\u5411\u91cf\u6570\u636e\u5e93\uff08\u5982Milvus\uff09\u4e2d\u3002<\/li>\n<li><strong>\u68c0\u7d22\u63a5\u53e3\u4e0e\u524d\u7aef\u8bbe\u8ba1<\/strong>\uff1a\u597d\u7684\u5de5\u5177\u5fc5\u987b\u6613\u4e8e\u4f7f\u7528\u3002\u9700\u8981\u4e3a\u7814\u53d1\u4eba\u5458\u8bbe\u8ba1\u4e00\u4e2a\u7b80\u6d01\u3001\u9ad8\u6548\u4e14\u7b26\u5408\u5176\u4f7f\u7528\u4e60\u60ef\u7684\u641c\u7d22\u754c\u9762\u3002\u9664\u4e86\u6838\u5fc3\u7684\u641c\u7d22\u6846\uff0c\u8fd8\u5e94\u63d0\u4f9b\u9ad8\u7ea7\u529f\u80fd\uff0c\u5982\u6309\u6587\u4ef6\u7c7b\u578b\u3001\u9879\u76ee\u3001\u65f6\u95f4\u8303\u56f4\u8fdb\u884c\u7b5b\u9009\uff1b\u6309\u76f8\u5173\u5ea6\u3001\u66f4\u65b0\u65f6\u95f4\u8fdb\u884c\u6392\u5e8f\uff1b\u4ee5\u53ca\u5728\u641c\u7d22\u7ed3\u679c\u4e2d\u63d0\u4f9b\u6587\u6863\u7247\u6bb5\u9884\u89c8\u548c\u9ad8\u4eae\u663e\u793a\u3002\u540c\u65f6\uff0c\u9700\u8981\u5f00\u53d1\u7a33\u5b9a\u3001\u9ad8\u6548\u7684\u540e\u7aef\u68c0\u7d22API\uff0c\u4f9b\u524d\u7aef\u754c\u9762\u6216\u5176\u4ed6\u5185\u90e8\u7cfb\u7edf\u8c03\u7528\u3002<\/li>\n<li><strong>\u6743\u9650\u7cfb\u7edf\u5bf9\u63a5\u4e0e\u5b89\u5168<\/strong>\uff1a\u5b89\u5168\u662f\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u751f\u547d\u7ebf\u3002\u68c0\u7d22\u7cfb\u7edf\u5fc5\u987b\u4e0e\u4f01\u4e1a\u73b0\u6709\u7684\u8eab\u4efd\u8ba4\u8bc1\u548c\u6743\u9650\u7ba1\u7406\u7cfb\u7edf\uff08\u5982LDAP\u3001Active Directory\u6216\u5355\u70b9\u767b\u5f55SSO\uff09\u8fdb\u884c\u6df1\u5ea6\u5bf9\u63a5\u3002\u786e\u4fdd\u5f53\u5458\u5de5\u53d1\u8d77\u641c\u7d22\u65f6\uff0c\u7cfb\u7edf\u80fd\u591f\u5b9e\u65f6\u83b7\u53d6\u5176\u8eab\u4efd\u548c\u6743\u9650\u4fe1\u606f\uff0c\u5e76\u5728\u8fd4\u56de\u7ed3\u679c\u65f6\u8fdb\u884c\u4e25\u683c\u8fc7\u6ee4\uff0c\u4fdd\u8bc1\u6bcf\u4e2a\u7528\u6237\u53ea\u80fd\u770b\u5230\u5176\u6743\u9650\u8303\u56f4\u5185\u7684\u6587\u6863\uff0c\u675c\u7edd\u4efb\u4f55\u6570\u636e\u6cc4\u9732\u7684\u98ce\u9669\u3002<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E5%B7%A5%E5%85%B7%E9%80%89%E5%9E%8B%E5%9D%90%E6%A0%87%E7%B3%BB%EF%BC%9A%E8%87%AA%E7%A0%94_vs_%E6%88%90%E7%86%9F%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88_vs_%E6%97%A0%E4%BB%A3%E7%A0%81%E5%B9%B3%E5%8F%B0\"><\/span>\u56db\u3001\u5de5\u5177\u9009\u578b\u5750\u6807\u7cfb\uff1a\u81ea\u7814 vs. \u6210\u719f\u89e3\u51b3\u65b9\u6848 vs. <span class=\"xintheme_keyword_link\"><a href=\"https:\/\/www.zdsztech.com\/engine\" target=\"_blank\" title=\"\u65e0\u4ee3\u7801\u5e73\u53f0\">\u65e0\u4ee3\u7801\u5e73\u53f0<\/a><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u9762\u5bf9\u6784\u5efa\u7814\u53d1\u6587\u6863\u68c0\u7d22\u7cfb\u7edf\u7684\u9700\u6c42\uff0c\u4f01\u4e1a\u51b3\u7b56\u8005\u901a\u5e38\u9762\u4e34\u4e09\u79cd\u8def\u5f84\u9009\u62e9\uff1a\u5b8c\u5168\u81ea\u7814\u3001\u91c7\u8d2d\u6210\u719f\u7684\u5546\u4e1a\u77e5\u8bc6\u5e93\u7cfb\u7edf\uff0c\u6216\u662f\u57fa\u4e8e\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\u8fdb\u884c\u642d\u5efa\u3002\u8fd9\u4e09\u79cd\u8def\u5f84\u5728\u6210\u672c\u3001\u5468\u671f\u3001\u7075\u6d3b\u6027\u7b49\u65b9\u9762\u5404\u6709\u4f18\u52a3\uff0c\u6784\u6210\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u9009\u578b\u5750\u6807\u7cfb\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u8bc4\u4f30\u7ef4\u5ea6<\/th>\n<th align=\"left\">\u5b8c\u5168\u81ea\u7814<\/th>\n<th align=\"left\">\u91c7\u8d2d\u6210\u719f\u89e3\u51b3\u65b9\u6848<\/th>\n<th align=\"left\">\u57fa\u4e8e\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\u642d\u5efa<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u5b9e\u65bd\u6210\u672c<\/strong><\/td>\n<td align=\"left\">\u6781\u9ad8\uff08\u9700\u4e13\u4e1a\u7b97\u6cd5\u3001\u540e\u7aef\u3001\u524d\u7aef\u56e2\u961f\uff09<\/td>\n<td align=\"left\">\u8f83\u9ad8\uff08\u8f6f\u4ef6\u8bb8\u53ef\u8d39+\u5b9e\u65bd\u8d39\uff09<\/td>\n<td align=\"left\">\u4e2d\u7b49\uff08\u5e73\u53f0\u8ba2\u9605\u8d39+\u5c11\u91cf\u914d\u7f6e\u4eba\u529b\uff09<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u5f00\u53d1\u5468\u671f<\/strong><\/td>\n<td align=\"left\">\u6f2b\u957f\uff086-12\u4e2a\u6708\u4ee5\u4e0a\uff09<\/td>\n<td align=\"left\">\u8f83\u5feb\uff081-3\u4e2a\u6708\uff09<\/td>\n<td align=\"left\">\u6781\u5feb\uff08\u6570\u5468\u5185\u53ef\u4e0a\u7ebf\uff09<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u7ef4\u62a4\u96be\u5ea6<\/strong><\/td>\n<td align=\"left\">\u9ad8\uff08\u9700\u6301\u7eed\u6295\u5165\u4eba\u529b\u7ef4\u62a4\u3001\u8fed\u4ee3\uff09<\/td>\n<td align=\"left\">\u4f4e\uff08\u7531\u5382\u5546\u8d1f\u8d23\uff09<\/td>\n<td align=\"left\">\u6781\u4f4e\uff08\u5e73\u53f0\u5316\u8fd0\u7ef4\uff0c\u4e1a\u52a1\u4eba\u5458\u53ef\u8c03\u6574\uff09<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u529f\u80fd\u7075\u6d3b\u6027<\/strong><\/td>\n<td align=\"left\">\u6781\u9ad8\uff08\u5b8c\u5168\u6309\u9700\u5b9a\u5236\uff09<\/td>\n<td align=\"left\">\u8f83\u4f4e\uff08\u529f\u80fd\u56fa\u5316\uff0c\u4e8c\u6b21\u5f00\u53d1\u96be\uff09<\/td>\n<td align=\"left\">\u9ad8\uff08\u53ef\u7075\u6d3b\u8c03\u6574\u529f\u80fd\u548c\u6d41\u7a0b\uff09<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u6269\u5c55\u6027<\/strong><\/td>\n<td align=\"left\">\u9ad8\uff08\u7406\u8bba\u4e0a\u53ef\u65e0\u9650\u6269\u5c55\uff09<\/td>\n<td align=\"left\">\u6709\u9650\uff08\u4f9d\u8d56\u5382\u5546\u7684\u5f00\u653e\u80fd\u529b\uff09<\/td>\n<td align=\"left\">\u6781\u9ad8\uff08\u6613\u4e8e\u96c6\u6210\u5176\u4ed6\u7cfb\u7edf\u548c\u6269\u5c55\u65b0\u529f\u80fd\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4ece\u4e0a\u8868\u53ef\u4ee5\u770b\u51fa\uff0c\u81ea\u7814\u8def\u5f84\u867d\u7136\u7075\u6d3b\uff0c\u4f46\u6210\u672c\u548c\u5468\u671f\u4ee4\u591a\u6570\u4f01\u4e1a\u671b\u800c\u5374\u6b65\uff1b\u91c7\u8d2d\u6210\u54c1\u867d\u5feb\uff0c\u5374\u5f80\u5f80\u96be\u4ee5\u5b8c\u5168\u8d34\u5408\u4f01\u4e1a\u72ec\u7279\u7684\u7814\u53d1\u6d41\u7a0b\u548c\u7ba1\u7406\u9700\u6c42\u3002\u7b2c\u4e09\u79cd\u8def\u5f84\u2014\u2014\u57fa\u4e8e\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\u642d\u5efa\uff0c\u6b63\u6210\u4e3a\u4e00\u79cd\u517c\u5177\u7075\u6d3b\u6027\u4e0e\u6210\u672c\u6548\u76ca\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n<p>\u4ee5<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u4e3a\u4f8b\uff0c\u4f5c\u4e3a\u9886\u5148\u7684\u65e0\u4ee3\u7801\u5e94\u7528\u642d\u5efa\u5e73\u53f0\uff0c\u5b83\u4e3a\u4f01\u4e1a\u6784\u5efa\u9ad8\u5ea6\u4e2a\u6027\u5316\u7684\u7814\u53d1\u77e5\u8bc6\u68c0\u7d22\u7cfb\u7edf\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u80fd\u529b\u652f\u6491\u3002\u4f01\u4e1a\u53ef\u4ee5\u5229\u7528\u5176<strong>\u8868\u5355\u5f15\u64ce<\/strong>\uff0c\u62d6\u62c9\u62fd\u8bbe\u8ba1\u51fa\u7528\u4e8e\u7ba1\u7406\u6587\u6863\u5143\u6570\u636e\uff08\u5982\u9879\u76ee\u5f52\u5c5e\u3001\u6280\u672f\u6807\u7b7e\uff09\u7684\u754c\u9762\uff1b\u901a\u8fc7\u5176\u5f3a\u5927\u7684<strong>API\u5bf9\u63a5<\/strong>\u80fd\u529b\uff0c\u8f7b\u677e\u96c6\u6210GitLab\u3001Confluence\u7b49\u73b0\u6709\u7cfb\u7edf\uff0c\u5b9e\u73b0\u6570\u636e\u6e90\u7684\u7edf\u4e00\u6c47\u5165\uff1b\u7ed3\u5408\u5176<strong>\u6d41\u7a0b\u5f15\u64ce<\/strong>\uff0c\u53ef\u4ee5\u5b9a\u4e49\u4e00\u5957\u5b8c\u6574\u7684\u5185\u5bb9\u4e0a\u4f20\u3001\u5ba1\u6279\u3001\u53d1\u5e03\u6d41\u7a0b\uff0c\u786e\u4fdd\u77e5\u8bc6\u5165\u5e93\u7684\u89c4\u8303\u6027\u3002\u6700\u91cd\u8981\u7684\u662f\uff0c\u901a\u8fc7\u4e0e\u5411\u91cf\u6570\u636e\u5e93\u7b49AI\u80fd\u529b\u7684\u96c6\u6210\uff0c\u6700\u7ec8\u6784\u5efa\u51fa\u7684\u68c0\u7d22\u5e94\u7528\u4e0d\u4ec5\u529f\u80fd\u5f3a\u5927\uff0c\u8fd8\u80fd\u901a\u8fc7<strong>\u62a5\u8868\u5f15\u64ce<\/strong>\u751f\u6210\u68c0\u7d22\u6548\u7387\u3001\u77e5\u8bc6\u8d21\u732e\u5ea6\u7b49\u6570\u636e\u5206\u6790\u770b\u677f\uff0c\u4e3a\u7ba1\u7406\u51b3\u7b56\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\u8fd9\u79cd\u6a21\u5f0f\uff0c\u65e2\u907f\u514d\u4e86\u81ea\u7814\u7684\u5de8\u5927\u6295\u5165\uff0c\u53c8\u83b7\u5f97\u4e86\u8fdc\u8d85\u6210\u54c1\u8f6f\u4ef6\u7684\u4e2a\u6027\u5316\u548c\u6269\u5c55\u6027\uff0c\u6210\u4e3a\u6570\u5b57\u5316\u8f6c\u578b\u4e2d\u7684\u9ad8\u6027\u4ef7\u6bd4\u4e4b\u9009\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%BB%93%E8%AF%AD%EF%BC%9A%E4%BB%8E%E2%80%9C%E6%89%BE%E5%88%B0%E2%80%9D%E5%88%B0%E2%80%9C%E9%A2%84%E8%A7%81%E2%80%9D%EF%BC%8C%E6%9E%84%E5%BB%BA%E4%BC%81%E4%B8%9A%E6%A0%B8%E5%BF%83%E7%9F%A5%E8%AF%86%E7%AB%9E%E4%BA%89%E5%8A%9B\"><\/span>\u7ed3\u8bed\uff1a\u4ece\u201c\u627e\u5230\u201d\u5230\u201c\u9884\u89c1\u201d\uff0c\u6784\u5efa\u4f01\u4e1a\u6838\u5fc3\u77e5\u8bc6\u7ade\u4e89\u529b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u4e00\u4e2a\u9ad8\u6548\u7684\u7814\u53d1\u6587\u6863\u68c0\u7d22\u7cfb\u7edf\uff0c\u5176\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u8282\u7ea6\u7814\u53d1\u4eba\u5458\u7684\u65f6\u95f4\u3002\u5b83\u66f4\u662f\u4e00\u9879\u6218\u7565\u6027\u6295\u8d44\uff0c\u80fd\u591f\u5c06\u4f01\u4e1a\u5728\u53d1\u5c55\u8fc7\u7a0b\u4e2d\u6c89\u6dc0\u7684\u9690\u6027\u77e5\u8bc6\u663e\u6027\u5316\u3001\u7ed3\u6784\u5316\uff0c\u5f62\u6210\u53ef\u4f20\u627f\u3001\u53ef\u590d\u7528\u7684\u6838\u5fc3\u77e5\u8bc6\u8d44\u4ea7\u3002\u5f53\u4fe1\u606f\u67e5\u627e\u4ece\u8017\u65f6\u6570\u5c0f\u65f6\u7684\u201c\u5927\u6d77\u635e\u9488\u201d\u53d8\u4e3a3\u79d2\u5373\u5f97\u7684\u7cbe\u51c6\u89e6\u8fbe\uff0c\u4f01\u4e1a\u4e0d\u4ec5\u63d0\u5347\u4e86\u5f53\u4e0b\u7684\u7814\u53d1\u6548\u7387\uff0c\u66f4\u662f\u5728\u4e3a\u672a\u6765\u7684\u6280\u672f\u521b\u65b0\u548c\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u6784\u5efa\u575a\u5b9e\u7684\u57fa\u7840\u3002\u8fd9\u6807\u5fd7\u7740\u4f01\u4e1a\u77e5\u8bc6\u7ba1\u7406\u4ece\u88ab\u52a8\u7684\u201c\u627e\u5230\u201d\u4fe1\u606f\uff0c\u8fc8\u5411\u4e86\u4e3b\u52a8\u201c\u9884\u89c1\u201d\u548c\u201c\u5173\u8054\u201d\u77e5\u8bc6\u7684\u66f4\u9ad8\u9636\u6bb5\u3002<\/p>\n<p>\u6700\u7ec8\uff0c\u4f01\u4e1a\u5e94\u6839\u636e\u81ea\u8eab\u7684\u89c4\u6a21\u3001\u6280\u672f\u5b9e\u529b\u548c\u4e1a\u52a1\u72ec\u7279\u6027\uff0c\u5728\u81ea\u7814\u3001\u91c7\u8d2d\u4e0e\u5e73\u53f0\u5316\u642d\u5efa\u4e4b\u95f4\u505a\u51fa\u6700\u9002\u5408\u7684\u9009\u62e9\u3002\u65e0\u8bba\u9009\u62e9\u54ea\u6761\u8def\u5f84\uff0c\u73b0\u5728\u5c31\u91c7\u53d6\u884c\u52a8\uff0c\u7740\u624b\u4f18\u5316\u5185\u90e8\u7684\u77e5\u8bc6\u7ba1\u7406\u4f53\u7cfb\uff0c\u90fd\u5c06\u662f\u6784\u5efa\u957f\u671f\u6838\u5fc3\u7ade\u4e89\u529b\u7684\u5173\u952e\u4e00\u6b65\u3002\u7acb\u5373\u5f00\u59cb\u6784\u5efa\u60a8\u4f01\u4e1a\u4e13\u5c5e\u7684\u77e5\u8bc6\u7ba1\u7406\u7cfb\u7edf\uff0c<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u63d0\u4f9b<a href=\"https:\/\/user.zdsztech.com\/toWorkbench?index=2\">\u514d\u8d39\u8bd5\u7528<\/a>\uff0c\u52a9\u60a8\u8fc8\u51fa\u9ad8\u6548\u7b2c\u4e00\u6b65\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%85%B3%E4%BA%8E%E7%A0%94%E5%8F%91%E6%96%87%E6%A1%A3%E6%A3%80%E7%B4%A2%E7%9A%84%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\"><\/span>\u5173\u4e8e\u7814\u53d1\u6587\u6863\u68c0\u7d22\u7684\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_%E5%AE%9E%E7%8E%B0%E8%AF%AD%E4%B9%89%E6%90%9C%E7%B4%A2%E5%AF%B9%E7%A1%AC%E4%BB%B6%EF%BC%88%E5%A6%82GPU%EF%BC%89%E7%9A%84%E8%A6%81%E6%B1%82%E9%AB%98%E5%90%97%EF%BC%9F\"><\/span>1. \u5b9e\u73b0\u8bed\u4e49\u641c\u7d22\u5bf9\u786c\u4ef6\uff08\u5982GPU\uff09\u7684\u8981\u6c42\u9ad8\u5417\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6a21\u578b\u8bad\u7ec3\u9636\u6bb5\u5bf9GPU\u8981\u6c42\u8f83\u9ad8\uff0c\u4f46\u5bf9\u4e8e\u5927\u591a\u6570\u4f01\u4e1a\u800c\u8a00\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u9884\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u3002\u5728\u5b9e\u9645\u7684\u68c0\u7d22\uff08\u63a8\u7406\uff09\u9636\u6bb5\uff0c\u867d\u7136GPU\u80fd\u52a0\u901f\uff0c\u4f46\u5bf9\u4e8e\u4e2d\u7b49\u89c4\u6a21\u7684\u6587\u6863\u5e93\uff0c\u9ad8\u6027\u80fdCPU\u4e5f\u8db3\u4ee5\u652f\u6491\uff0c\u6210\u672c\u53ef\u63a7\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E5%A6%82%E4%BD%95%E8%AF%84%E4%BC%B0%E4%B8%80%E4%B8%AA%E6%96%87%E6%A1%A3%E6%A3%80%E7%B4%A2%E7%B3%BB%E7%BB%9F%E7%9A%84%E6%95%88%E6%9E%9C%E5%A5%BD%E5%9D%8F%EF%BC%9F%E6%9C%89%E5%93%AA%E4%BA%9B%E5%85%B3%E9%94%AE%E6%8C%87%E6%A0%87%EF%BC%9F\"><\/span>2. \u5982\u4f55\u8bc4\u4f30\u4e00\u4e2a\u6587\u6863\u68c0\u7d22\u7cfb\u7edf\u7684\u6548\u679c\u597d\u574f\uff1f\u6709\u54ea\u4e9b\u5173\u952e\u6307\u6807\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5173\u952e\u6307\u6807\u5305\u62ec\uff1a<strong>\u5e73\u5747\u68c0\u7d22\u65f6\u957f<\/strong>\uff08\u901f\u5ea6\uff09\u3001<strong>\u9996\u5c4f\u6ee1\u610f\u5ea6<\/strong>\uff08\u7528\u6237\u5728\u524d\u51e0\u4e2a\u7ed3\u679c\u4e2d\u627e\u5230\u7b54\u6848\u7684\u6bd4\u4f8b\uff09\u3001<strong>\u96f6\u7ed3\u679c\u7387<\/strong>\uff08\u7528\u6237\u641c\u7d22\u65e0\u7ed3\u679c\u7684\u6bd4\u4f8b\uff09\u4ee5\u53ca\u66f4\u4e13\u4e1a\u7684<strong>NDCG<\/strong>\uff08\u5f52\u4e00\u5316\u6298\u635f\u7d2f\u8ba1\u589e\u76ca\uff09\uff0c\u7528\u4e8e\u8861\u91cf\u6392\u5e8f\u8d28\u91cf\u3002<\/p>\n<h3><span class=\"ez-toc-section\" 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