{"id":60308,"date":"2026-10-06T01:07:56","date_gmt":"2026-10-05T17:07:56","guid":{"rendered":"https:\/\/idmakers.cn\/index.php\/2026\/10\/06\/rag%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%9e%8d%e5%90%88%e6%95%85%e9%9a%9c%e6%8e%92%e6%9f%a5%ef%bc%9a%e4%bb%8e%e6%95%b0%e6%8d%ae%e3%80%81%e7%b3%bb%e7%bb%9f%e5%88%b0%e7%bd%91%e7%bb%9c%e7%9a%84%e5%ae%8c\/"},"modified":"2026-10-06T01:07:59","modified_gmt":"2026-10-05T17:07:59","slug":"rag%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%9e%8d%e5%90%88%e6%95%85%e9%9a%9c%e6%8e%92%e6%9f%a5%ef%bc%9a%e4%bb%8e%e6%95%b0%e6%8d%ae%e3%80%81%e7%b3%bb%e7%bb%9f%e5%88%b0%e7%bd%91%e7%bb%9c%e7%9a%84%e5%ae%8c","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/10\/06\/rag%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%9e%8d%e5%90%88%e6%95%85%e9%9a%9c%e6%8e%92%e6%9f%a5%ef%bc%9a%e4%bb%8e%e6%95%b0%e6%8d%ae%e3%80%81%e7%b3%bb%e7%bb%9f%e5%88%b0%e7%bd%91%e7%bb%9c%e7%9a%84%e5%ae%8c\/","title":{"rendered":"RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\uff1a\u4ece\u6570\u636e\u3001\u7cfb\u7edf\u5230\u7f51\u7edc\u7684\u5b8c\u6574\u65b9\u6cd5"},"content":{"rendered":"

RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\uff1a\u4ece\u6570\u636e\u3001\u7cfb\u7edf\u5230\u7f51\u7edc\u7684\u5b8c\u6574\u65b9\u6cd5<\/h2>\n
\n\"\u601d\u4e3a\u4ea4\u4e92RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\u7cfb\u7edf\u4e2d\u6587\u76d1\u63a7\u4eea\u8868\u76d8\"
\u601d\u4e3a\u4ea4\u4e92RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\u7cfb\u7edf\u4e2d\u6587\u76d1\u63a7\u4eea\u8868\u76d8<\/figcaption><\/figure>\n

RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\u5e38\u89c1\u6545\u969c\u5206\u7c7b\u4e0e\u7279\u5f81<\/h2>\n

\u68c0\u7d22\u94fe\u8def\u6545\u969c<\/h3>\n

\u68c0\u7d22\u94fe\u8def\u5305\u62ec\u6587\u6863\u89e3\u6790\u3001\u5207\u5206\u3001\u5411\u91cf\u5316\u3001\u7d22\u5f15\u67e5\u8be2\u548c\u91cd\u6392\u3002\u4efb\u4e00\u73af\u8282\u5f02\u5e38\uff0c\u90fd\u4f1a\u964d\u4f4e\u56de\u7b54\u51c6\u786e\u7387\u3002<\/p>\n

\u5178\u578b\u8868\u73b0\u662f\u641c\u7d22\u7ed3\u679c\u4e3a\u7a7a\u3001\u53ec\u56de\u5185\u5bb9\u504f\u9898\uff0c\u6216\u540c\u4e00\u4e2a\u95ee\u9898\u591a\u6b21\u67e5\u8be2\u5f97\u5230\u4e0d\u540c\u8d44\u6599\u3002<\/p>\n

\u5982\u679c\u5411\u91cf\u7d22\u5f15\u672a\u53ca\u65f6\u66f4\u65b0\uff0c\u6a21\u578b\u4f1a\u5f15\u7528\u65e7\u7248\u672c\u89c4\u7a0b\u3002\u8bbe\u5907\u7ef4\u4fee\u4eba\u5458\u53ef\u80fd\u6309\u8fc7\u671f\u53c2\u6570\u64cd\u4f5c\u3002<\/p>\n

\u68c0\u7d22\u547d\u4e2d\u7387\u4f4e\u4e8e\u57fa\u7ebf20%<\/strong>\u65f6\uff0c\u5e94\u68c0\u67e5\u5207\u5206\u7b56\u7565\u3001\u5d4c\u5165\u6a21\u578b\u7248\u672c\u548c\u8fc7\u6ee4\u6761\u4ef6\u3002<\/p>\n

\u8fd8\u8981\u67e5\u770bTop-K\u8bbe\u7f6e\u3002\u6570\u503c\u8fc7\u5c0f\u5bb9\u6613\u6f0f\u6389\u5173\u952e\u6587\u6863\uff0c\u6570\u503c\u8fc7\u5927\u5219\u4f1a\u5f15\u5165\u65e0\u5173\u4e0a\u4e0b\u6587\u3002<\/p>\n

\u751f\u6210\u94fe\u8def\u6545\u969c<\/h3>\n

\u751f\u6210\u94fe\u8def\u6545\u969c\u591a\u8868\u73b0\u4e3a\u7b54\u975e\u6240\u95ee\u3001\u5185\u5bb9\u91cd\u590d\u3001\u5f15\u7528\u9519\u8bef\uff0c\u4ee5\u53ca\u8f93\u51fa\u5e76\u4e0d\u5b58\u5728\u7684\u8bbe\u5907\u53c2\u6570\u3002<\/p>\n

\u8fd9\u7c7b\u6545\u969c\u4e0d\u4e00\u5b9a\u6765\u81ea\u5927\u6a21\u578b\u3002\u63d0\u793a\u8bcd\u51b2\u7a81\u3001\u4e0a\u4e0b\u6587\u622a\u65ad\u548c\u91cd\u6392\u7ed3\u679c\u9519\u8bef\u90fd\u53ef\u80fd\u9020\u6210\u8bef\u5224\u3002<\/p>\n

\u5f71\u54cd\u8303\u56f4\u901a\u5e38\u8986\u76d6\u8fd0\u7ef4\u95ee\u7b54\u3001\u7ef4\u4fee\u6307\u5bfc\u3001\u544a\u8b66\u89e3\u91ca\u548c\u5de5\u5355\u751f\u6210\u7b49\u4e1a\u52a1\u3002<\/p>\n

\u53ef\u901a\u8fc7\u56fa\u5b9a\u6d4b\u8bd5\u95ee\u9898\u505a\u56de\u5f52\u3002\u5982\u679c\u76f8\u540c\u95ee\u9898\u7684\u7b54\u6848\u6ce2\u52a8\u660e\u663e\uff0c\u9700\u8981\u6838\u5bf9\u6a21\u578b\u53c2\u6570\u548c\u4e0a\u4e0b\u6587\u3002<\/p>\n

\u5f15\u7528\u5185\u5bb9\u5fc5\u987b\u80fd\u56de\u6eaf\u5230\u6587\u6863\u7f16\u53f7\u3001\u7248\u672c\u548c\u6bb5\u843d<\/strong>\uff0c\u5426\u5219\u4e0d\u80fd\u76f4\u63a5\u7528\u4e8e\u751f\u4ea7\u51b3\u7b56\u3002<\/p>\n

\u57fa\u7840\u8bbe\u65bd\u4e0e\u4e1a\u52a1\u6545\u969c<\/h3>\n

\u57fa\u7840\u8bbe\u65bd\u6545\u969c\u5305\u62ec\u670d\u52a1\u5668\u5b95\u673a\u3001GPU\u5f02\u5e38\u3001\u6570\u636e\u5e93\u8fde\u63a5\u5931\u8d25\u548c\u5bb9\u5668\u9891\u7e41\u91cd\u542f\u3002<\/p>\n

\u4e1a\u52a1\u6545\u969c\u5219\u8868\u73b0\u4e3a\u8bbe\u5907\u7f16\u53f7\u8bc6\u522b\u9519\u8bef\u3001\u6743\u9650\u8303\u56f4\u6df7\u4e71\uff0c\u6216\u4e0d\u540c\u5de5\u5382\u7684\u6570\u636e\u53d1\u751f\u4e32\u7528\u3002<\/p>\n

\u4e24\u7c7b\u6545\u969c\u53ef\u80fd\u540c\u65f6\u51fa\u73b0\u3002\u4f8b\u5982\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\uff0c\u4f1a\u5bfc\u81f4\u68c0\u7d22\u63a5\u53e3\u8d85\u65f6\u5e76\u62d6\u6162\u751f\u6210\u670d\u52a1\u3002<\/p>\n

\u6392\u67e5\u65f6\u8981\u660e\u786e\u5f71\u54cd\u8303\u56f4\uff1a\u5355\u4e2a\u7528\u6237\u3001\u5355\u6761\u4ea7\u7ebf\u3001\u5355\u4e2a\u5de5\u5382\uff0c\u8fd8\u662f\u6574\u4e2a\u4f01\u4e1a\u5e73\u53f0\u3002<\/p>\n

\u5f71\u54cd\u751f\u4ea7\u63a7\u5236\u7684\u56de\u7b54\u9519\u8bef\u5e94\u5b9a\u4e3a\u9ad8\u4f18\u5148\u7ea7\u4e8b\u4ef6<\/strong>\uff0c\u4e0d\u80fd\u53ea\u6309\u666e\u901a\u8f6f\u4ef6\u7f3a\u9677\u5904\u7406\u3002<\/p>\n

RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\u6570\u636e\u5c42\u6545\u969c\u6392\u67e5<\/h2>\n
\n\"\u4e2d\u56fd\u5de5\u5382\u5de5\u7a0b\u5e08\u4f7f\u7528\u601d\u4e3a\u4ea4\u4e92RAG\u77e5\u8bc6\u5e93\u6392\u67e5\u7f51\u7edc\u4e0e\u7cfb\u7edf\u6545\u969c\"
\u4e2d\u56fd\u5de5\u5382\u5de5\u7a0b\u5e08\u4f7f\u7528\u601d\u4e3a\u4ea4\u4e92RAG\u77e5\u8bc6\u5e93\u6392\u67e5\u7f51\u7edc\u4e0e\u7cfb\u7edf\u6545\u969c<\/figcaption><\/figure>\n

\u6570\u636e\u4e22\u5931\u6216\u4e0d\u4e00\u81f4\u6392\u67e5<\/h3>\n

\u5148\u5bf9\u6bd4\u6e90\u7cfb\u7edf\u3001\u6d88\u606f\u961f\u5217\u3001\u5bf9\u8c61\u5b58\u50a8\u548c\u5411\u91cf\u6570\u636e\u5e93\u4e2d\u7684\u8bb0\u5f55\u6570\u91cf\u3002<\/p>\n

\u6838\u9a8c\u8bbe\u5907ID\u3001\u65f6\u95f4\u6233\u3001\u6587\u6863\u7248\u672c\u548c\u6570\u636e\u6821\u9a8c\u503c\uff0c\u5b9a\u4f4d\u8bb0\u5f55\u5728\u54ea\u4e2a\u8282\u70b9\u53d1\u751f\u7f3a\u5931\u3002<\/p>\n

\u5982\u679c\u5173\u7cfb\u6570\u636e\u5e93\u6709\u8bb0\u5f55\uff0c\u800c\u5411\u91cf\u5e93\u6ca1\u6709\u5bf9\u5e94\u5411\u91cf\uff0c\u95ee\u9898\u901a\u5e38\u51fa\u5728\u89e3\u6790\u6216\u5d4c\u5165\u4efb\u52a1\u3002<\/p>\n

\u5982\u679c\u6587\u6863\u6570\u91cf\u4e00\u81f4\uff0c\u4f46\u68c0\u7d22\u5185\u5bb9\u4e0d\u4e00\u81f4\uff0c\u5e94\u68c0\u67e5\u91cd\u590d\u5207\u5206\u3001\u7d22\u5f15\u8986\u76d6\u548c\u7248\u672c\u5b57\u6bb5\u3002<\/p>\n

\u4e0d\u8981\u53ea\u6838\u5bf9\u603b\u8bb0\u5f55\u6570<\/strong>\u3002\u603b\u91cf\u76f8\u540c\u4e0d\u4ee3\u8868\u5185\u5bb9\u4e00\u81f4\uff0c\u65e7\u6570\u636e\u53ef\u80fd\u8986\u76d6\u65b0\u6570\u636e\u3002<\/p>\n

\u5efa\u8bae\u6309\u5c0f\u65f6\u62bd\u6837100\u6761\u8bb0\u5f55\uff0c\u5bf9\u539f\u6587\u3001\u5207\u7247\u5185\u5bb9\u3001\u5411\u91cfID\u548c\u6743\u9650\u6807\u7b7e\u505a\u9010\u9879\u6bd4\u5bf9\u3002<\/p>\n

\u5de5\u4e1a\u73b0\u573a\u8fd8\u8981\u68c0\u67e5\u8bbe\u5907\u7f16\u7801\u6620\u5c04\u3002MES\u3001SCADA\u548cEAM\u53ef\u80fd\u4f7f\u7528\u4e0d\u540c\u7f16\u7801\u89c4\u5219\u3002<\/p>\n

\u53d1\u73b0\u4e22\u5931\u540e\uff0c\u4e0d\u80fd\u76f4\u63a5\u5168\u91cf\u91cd\u5efa\u3002\u5e94\u5148\u786e\u5b9a\u7f3a\u53e3\u65f6\u95f4\u6bb5\uff0c\u518d\u6267\u884c\u589e\u91cf\u8865\u507f\u3002<\/p>\n

\u8865\u507f\u5b8c\u6210\u540e\u91cd\u65b0\u8ba1\u7b97\u6821\u9a8c\u503c\uff0c\u5e76\u7528\u6807\u51c6\u95ee\u9898\u9a8c\u8bc1\u68c0\u7d22\u7ed3\u679c\u662f\u5426\u6062\u590d\u3002<\/p>\n

\u6570\u636e\u540c\u6b65\u5ef6\u8fdf\u6392\u67e5<\/h3>\n

\u540c\u6b65\u5ef6\u8fdf\u8981\u62c6\u6210\u91c7\u96c6\u5ef6\u8fdf\u3001\u4f20\u8f93\u5ef6\u8fdf\u3001\u5904\u7406\u5ef6\u8fdf\u548c\u7d22\u5f15\u751f\u6548\u5ef6\u8fdf\u3002<\/p>\n

\u53ef\u5728\u6bcf\u4e2a\u73af\u8282\u5199\u5165\u7edf\u4e00\u65f6\u95f4\u6233\uff0c\u8ba1\u7b97\u6570\u636e\u8fdb\u5165\u548c\u79bb\u5f00\u8282\u70b9\u7684\u65f6\u95f4\u5dee\u3002<\/p>\n

\u6d88\u606f\u961f\u5217\u79ef\u538b\u65f6\uff0c\u8981\u67e5\u770b\u6d88\u8d39\u901f\u7387\u3001\u5206\u533a\u5206\u914d\u3001\u5931\u8d25\u91cd\u8bd5\u548c\u6b7b\u4fe1\u961f\u5217\u6570\u91cf\u3002<\/p>\n

\u5982\u679c\u961f\u5217\u6ca1\u6709\u79ef\u538b\uff0c\u800c\u77e5\u8bc6\u5e93\u66f4\u65b0\u4ecd\u7136\u5f88\u6162\uff0c\u5e94\u68c0\u67e5\u89e3\u6790\u4efb\u52a1\u548c\u5d4c\u5165\u63a5\u53e3\u3002<\/p>\n

\u5927\u6279\u91cf\u8bbe\u5907\u624b\u518c\u66f4\u65b0\u53ef\u80fd\u5360\u6ee1\u5d4c\u5165\u670d\u52a1\uff0c\u5bfc\u81f4\u5b9e\u65f6\u544a\u8b66\u6570\u636e\u6392\u961f\u3002<\/p>\n

\u53ef\u628a\u5b9e\u65f6\u6570\u636e\u548c\u79bb\u7ebf\u6587\u6863\u62c6\u6210\u4e24\u6761\u4efb\u52a1\u901a\u9053\uff0c\u8bbe\u7f6e\u4e0d\u540c\u5e76\u53d1\u6570\u4e0e\u8d44\u6e90\u914d\u989d\u3002<\/p>\n

\u544a\u8b66\u6570\u636e\u5ef6\u8fdf\u9608\u503c\u53ef\u8bbe\u4e3a30\u79d2<\/strong>\uff0c\u89c4\u7a0b\u6587\u6863\u5219\u53ef\u6309\u4e1a\u52a1\u5141\u8bb8\u8bbe\u4e3a\u5206\u949f\u7ea7\u3002<\/p>\n

\u6392\u67e5\u671f\u95f4\u9700\u8981\u8bb0\u5f55P50\u3001P95\u548cP99\u5ef6\u8fdf\uff0c\u5e73\u5747\u503c\u65e0\u6cd5\u53cd\u6620\u5c40\u90e8\u4e25\u91cd\u79ef\u538b\u3002<\/p>\n

\u82e5\u5ef6\u8fdf\u5468\u671f\u6027\u51fa\u73b0\uff0c\u8fd8\u5e94\u6838\u5bf9\u5b9a\u65f6\u4efb\u52a1\u3001\u5907\u4efd\u7a97\u53e3\u548c\u7f51\u7edc\u5e26\u5bbd\u4f7f\u7528\u66f2\u7ebf\u3002<\/p>\n

\u6570\u636e\u8d28\u91cf\u5f02\u5e38\u6392\u67e5<\/h3>\n

\u5e38\u89c1\u5f02\u5e38\u5305\u62ec\u5b57\u6bb5\u4e3a\u7a7a\u3001\u5355\u4f4d\u4e0d\u7edf\u4e00\u3001\u4e71\u7801\u3001\u91cd\u590d\u6587\u6863\u548c\u65f6\u95f4\u6233\u6f02\u79fb\u3002<\/p>\n

\u6e29\u5ea6\u6570\u636e\u540c\u65f6\u4f7f\u7528\u6444\u6c0f\u5ea6\u548c\u534e\u6c0f\u5ea6\uff0c\u4f1a\u76f4\u63a5\u5f71\u54cd\u9608\u503c\u5224\u65ad\u4e0e\u6545\u969c\u89e3\u91ca\u3002<\/p>\n

\u53ef\u5efa\u7acb\u5b8c\u6574\u7387\u3001\u91cd\u590d\u7387\u3001\u53ca\u65f6\u7387\u548c\u6709\u6548\u7387\u56db\u7c7b\u6307\u6807\uff0c\u5e76\u6309\u6570\u636e\u6e90\u8bbe\u7f6e\u9608\u503c\u3002<\/p>\n

\u8d28\u91cf\u6821\u9a8c\u5e94\u53d1\u751f\u5728\u5411\u91cf\u5316\u4e4b\u524d<\/strong>\uff0c\u907f\u514d\u9519\u8bef\u5185\u5bb9\u8fdb\u5165\u68c0\u7d22\u7ed3\u679c\u3002<\/p>\n

\u5bf9\u65e0\u6cd5\u81ea\u52a8\u4fee\u590d\u7684\u6570\u636e\uff0c\u5e94\u8fdb\u5165\u9694\u79bb\u533a\uff0c\u4fdd\u7559\u6765\u6e90\u3001\u5931\u8d25\u539f\u56e0\u548c\u5904\u7406\u8bb0\u5f55\u3002<\/p>\n

RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\u7cfb\u7edf\u5c42\u6545\u969c\u6392\u67e5<\/h2>\n

\u670d\u52a1\u4e0d\u53ef\u7528\u6392\u67e5<\/h3>\n

\u670d\u52a1\u4e0d\u53ef\u7528\u65f6\uff0c\u5148\u786e\u8ba4\u5165\u53e3\u7f51\u5173\u3001\u68c0\u7d22\u670d\u52a1\u3001\u6a21\u578b\u670d\u52a1\u548c\u6570\u636e\u5e93\u662f\u5426\u5b58\u6d3b\u3002<\/p>\n

\u67e5\u770b\u5065\u5eb7\u68c0\u67e5\u7ed3\u679c\u3001\u5bb9\u5668\u72b6\u6001\u3001\u8fdb\u7a0b\u7aef\u53e3\u548c\u6700\u8fd1\u4e00\u6b21\u53d1\u5e03\u8bb0\u5f55\u3002<\/p>\n

\u5982\u679c\u53ea\u6709\u90e8\u5206\u8bf7\u6c42\u5931\u8d25\uff0c\u5e94\u6309\u79df\u6237\u3001\u6a21\u578b\u7248\u672c\u3001\u8282\u70b9\u548c\u8bf7\u6c42\u7c7b\u578b\u62c6\u5206\u65e5\u5fd7\u3002<\/p>\n

HTTP 502\u901a\u5e38\u6307\u5411\u4e0a\u6e38\u670d\u52a1\u5f02\u5e38\uff0c503\u591a\u4e0e\u8d44\u6e90\u4e0d\u8db3\u6216\u670d\u52a1\u6458\u9664\u6709\u5173\u3002<\/p>\n

\u8fde\u63a5\u6570\u636e\u5e93\u5931\u8d25\u65f6\uff0c\u68c0\u67e5\u8d26\u53f7\u72b6\u6001\u3001\u8fde\u63a5\u6c60\u4e0a\u9650\u3001\u6162\u67e5\u8be2\u548c\u4e3b\u4ece\u5207\u6362\u8bb0\u5f55\u3002<\/p>\n

GPU\u63a8\u7406\u670d\u52a1\u4e0d\u53ef\u7528\uff0c\u8fd8\u8981\u67e5\u770b\u9a71\u52a8\u3001\u663e\u5b58\u3001\u6a21\u578b\u52a0\u8f7d\u548c\u63a8\u7406\u6846\u67b6\u65e5\u5fd7\u3002<\/p>\n

\u56de\u6eda\u524d\u8981\u4fdd\u7559\u73b0\u573a\u4fe1\u606f<\/strong>\uff0c\u5305\u62ec\u65e5\u5fd7\u3001\u914d\u7f6e\u3001\u7ebf\u7a0b\u6808\u548c\u5f02\u5e38\u8bf7\u6c42\u6837\u672c\u3002<\/p>\n

\u6062\u590d\u670d\u52a1\u540e\u4e0d\u8981\u7acb\u523b\u5173\u95ed\u4e8b\u4ef6\u3002\u81f3\u5c11\u89c2\u5bdf\u4e00\u4e2a\u9ad8\u5cf0\u5468\u671f\uff0c\u786e\u8ba4\u9519\u8bef\u7387\u6ca1\u6709\u56de\u5347\u3002<\/p>\n

\u4f01\u4e1a\u8fd8\u5e94\u660e\u786e\u6545\u969c\u6210\u672c\u3002\u505c\u673a\u591a\u5c11\u94b1\uff0c\u53ef\u6309\u53d7\u5f71\u54cd\u5de5\u4f4d\u548c\u6bcf\u5c0f\u65f6\u4ea7\u503c\u6d4b\u7b97\u3002<\/p>\n

\u6027\u80fd\u9aa4\u964d\u6392\u67e5<\/h3>\n

\u6027\u80fd\u9aa4\u964d\u8981\u533a\u5206\u68c0\u7d22\u6162\u3001\u6a21\u578b\u751f\u6210\u6162\uff0c\u8fd8\u662f\u6574\u4e2a\u8c03\u7528\u94fe\u90fd\u6162\u3002<\/p>\n

\u901a\u8fc7\u94fe\u8def\u8ffd\u8e2a\u8bb0\u5f55\u6587\u6863\u89e3\u6790\u3001\u5411\u91cf\u67e5\u8be2\u3001\u91cd\u6392\u548c\u751f\u6210\u73af\u8282\u7684\u8017\u65f6\u3002<\/p>\n

\u5411\u91cf\u67e5\u8be2\u53d8\u6162\u65f6\uff0c\u5e94\u68c0\u67e5\u7d22\u5f15\u89c4\u6a21\u3001\u8fc7\u6ee4\u6761\u4ef6\u3001\u5206\u7247\u5206\u5e03\u548c\u78c1\u76d8\u8d1f\u8f7d\u3002<\/p>\n

\u751f\u6210\u8017\u65f6\u589e\u52a0\u65f6\uff0c\u91cd\u70b9\u6838\u5bf9\u8f93\u5165Token\u3001\u8f93\u51faToken\u3001\u6279\u5904\u7406\u6570\u91cf\u548cGPU\u5229\u7528\u7387\u3002<\/p>\n

\u4e0a\u4e0b\u6587\u585e\u5165\u8fc7\u591a\u6587\u6863\uff0c\u4f1a\u540c\u65f6\u589e\u52a0\u63a8\u7406\u6210\u672c\u548c\u54cd\u5e94\u65f6\u95f4\uff0c\u5374\u4e0d\u4e00\u5b9a\u63d0\u9ad8\u51c6\u786e\u7387\u3002<\/p>\n

\u53ef\u5bf9\u6bd4\u6b63\u5e38\u65f6\u6bb5\u4e0e\u5f02\u5e38\u65f6\u6bb5\u7684P95\u5ef6\u8fdf\u3001\u5e76\u53d1\u91cf\u548c\u8d44\u6e90\u4f7f\u7528\u7387\u3002<\/p>\n

\u6027\u80fd\u57fa\u7ebf\u8981\u6309\u4e1a\u52a1\u573a\u666f\u5206\u522b\u5efa\u7acb<\/strong>\uff0c\u6545\u969c\u95ee\u7b54\u4e0e\u957f\u62a5\u544a\u4e0d\u80fd\u5171\u7528\u9608\u503c\u3002<\/p>\n

\u9047\u5230\u7a81\u53d1\u6d41\u91cf\uff0c\u53ef\u542f\u7528\u9650\u6d41\u3001\u7f13\u5b58\u548c\u8bf7\u6c42\u6392\u961f\uff0c\u907f\u514d\u6240\u6709\u670d\u52a1\u540c\u65f6\u88ab\u62d6\u57ae\u3002<\/p>\n

\u82e5\u6269\u5bb9\u540e\u6027\u80fd\u6ca1\u6709\u6539\u5584\uff0c\u74f6\u9888\u53ef\u80fd\u4f4d\u4e8e\u6570\u636e\u5e93\u9501\u3001\u5171\u4eab\u5b58\u50a8\u6216\u5916\u90e8\u6a21\u578b\u63a5\u53e3\u3002<\/p>\n

\u5185\u5b58\u6cc4\u6f0f\u6392\u67e5<\/h3>\n

\u5185\u5b58\u6301\u7eed\u4e0a\u5347\u4e14\u65e0\u6cd5\u56de\u843d\uff0c\u901a\u5e38\u4e0e\u7f13\u5b58\u5931\u63a7\u3001\u5bf9\u8c61\u672a\u91ca\u653e\u6216\u8fde\u63a5\u672a\u5173\u95ed\u6709\u5173\u3002<\/p>\n

\u89c2\u5bdf\u8fdb\u7a0b\u5e38\u9a7b\u5185\u5b58\u3001\u5806\u5185\u5b58\u3001\u5783\u573e\u56de\u6536\u6b21\u6570\u548c\u5bb9\u5668\u91cd\u542f\u5468\u671f\u3002<\/p>\n

\u6309\u7248\u672c\u548c\u8282\u70b9\u6bd4\u8f83\u66f2\u7ebf\uff0c\u53ef\u5224\u65ad\u95ee\u9898\u6765\u81ea\u4ee3\u7801\u53d1\u5e03\u8fd8\u662f\u7279\u5b9a\u8bf7\u6c42\u3002<\/p>\n

\u4f7f\u7528\u5806\u8f6c\u50a8\u5206\u6790\u5927\u5bf9\u8c61\uff0c\u91cd\u70b9\u67e5\u770b\u6587\u6863\u7f13\u5b58\u3001\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u548c\u6a21\u578b\u52a0\u8f7d\u526f\u672c\u3002<\/p>\n

\u4e0d\u8981\u628a\u5b9a\u65f6\u91cd\u542f\u5f53\u6210\u4fee\u590d<\/strong>\uff0c\u5b83\u53ea\u80fd\u964d\u4f4e\u77ed\u671f\u5f71\u54cd\u3002<\/p>\n

\u4fee\u590d\u540e\u9700\u8fdb\u884c\u6301\u7eed\u538b\u6d4b\uff0c\u9a8c\u8bc1\u6570\u5c0f\u65f6\u5185\u5b58\u66f2\u7ebf\u662f\u5426\u4fdd\u6301\u7a33\u5b9a\u3002<\/p>\n

RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\u7f51\u7edc\u4e0e\u63a5\u53e3\u6545\u969c\u6392\u67e5<\/h2>\n
\n\"\u601d\u4e3a\u4ea4\u4e92RAG\u6545\u969c\u6392\u67e5\u6570\u636e\u6307\u6807\u4e0e\u63a5\u53e3\u9519\u8bef\u5206\u6790\u5927\u5c4f\"
\u601d\u4e3a\u4ea4\u4e92RAG\u6545\u969c\u6392\u67e5\u6570\u636e\u6307\u6807\u4e0e\u63a5\u53e3\u9519\u8bef\u5206\u6790\u5927\u5c4f<\/figcaption><\/figure>\n

\u7f51\u7edc\u8fde\u901a\u6027\u95ee\u9898<\/h3>\n

\u7f51\u7edc\u95ee\u9898\u8981\u9010\u6bb5\u9a8c\u8bc1\u5ba2\u6237\u7aef\u3001\u7f51\u5173\u3001\u670d\u52a1\u8282\u70b9\u3001\u6570\u636e\u5e93\u548c\u5916\u90e8\u6a21\u578b\u63a5\u53e3\u3002<\/p>\n

\u4f7f\u7528DNS\u89e3\u6790\u3001\u7aef\u53e3\u63a2\u6d4b\u3001\u8def\u7531\u8ddf\u8e2a\u548c\u4e22\u5305\u6d4b\u8bd5\u786e\u8ba4\u4e2d\u65ad\u4f4d\u7f6e\u3002<\/p>\n

\u5982\u679c\u540c\u673a\u623f\u6b63\u5e38\u3001\u8de8\u5de5\u5382\u5931\u8d25\uff0c\u5e94\u68c0\u67e5\u4e13\u7ebf\u3001VPN\u548c\u9632\u706b\u5899\u8bbf\u95ee\u7b56\u7565\u3002<\/p>\n

\u95f4\u6b47\u6027\u5931\u8d25\u53ef\u80fd\u6765\u81ea\u8d1f\u8f7d\u5747\u8861\u8282\u70b9\u5f02\u5e38\uff0c\u4e5f\u53ef\u80fd\u662f\u8fde\u63a5\u6570\u8017\u5c3d\u3002<\/p>\n

\u8fde\u901a\u4e0d\u4ee3\u8868\u53ef\u7528<\/strong>\uff0c\u8fd8\u8981\u53d1\u9001\u771f\u5b9e\u4e1a\u52a1\u8bf7\u6c42\u9a8c\u8bc1\u8fd4\u56de\u5185\u5bb9\u3002<\/p>\n

\u5bf9\u8de8\u533a\u57df\u8c03\u7528\uff0c\u5e94\u6301\u7eed\u76d1\u6d4b\u5f80\u8fd4\u65f6\u5ef6\u3001\u4e22\u5305\u7387\u548c\u8fde\u63a5\u5efa\u7acb\u8017\u65f6\u3002<\/p>\n

\u63a5\u53e3\u8d85\u65f6\u4e0e\u91cd\u8bd5<\/h3>\n

\u63a5\u53e3\u8d85\u65f6\u8981\u660e\u786e\u8fde\u63a5\u8d85\u65f6\u3001\u8bfb\u53d6\u8d85\u65f6\u548c\u6574\u4f53\u8bf7\u6c42\u8d85\u65f6\uff0c\u4e0d\u80fd\u53ea\u8bbe\u7f6e\u4e00\u4e2a\u6570\u503c\u3002<\/p>\n

\u68c0\u7d22\u63a5\u53e3\u53ef\u8bbe\u7f6e\u8f83\u77ed\u8d85\u65f6\uff0c\u6a21\u578b\u751f\u6210\u63a5\u53e3\u5219\u6309\u8f93\u51fa\u957f\u5ea6\u8bbe\u7f6e\u52a8\u6001\u9608\u503c\u3002<\/p>\n

\u91cd\u8bd5\u5fc5\u987b\u9650\u5236\u6b21\u6570\uff0c\u5e76\u4f7f\u7528\u6307\u6570\u9000\u907f\uff0c\u907f\u514d\u6545\u969c\u65f6\u5f62\u6210\u8bf7\u6c42\u98ce\u66b4\u3002<\/p>\n

\u5bf9\u4e8e\u5199\u5165\u4efb\u52a1\uff0c\u9700\u8981\u4f7f\u7528\u5e42\u7b49\u952e\uff0c\u9632\u6b62\u91cd\u8bd5\u4ea7\u751f\u91cd\u590d\u6587\u6863\u6216\u91cd\u590d\u5de5\u5355\u3002<\/p>\n

\u53ea\u5bf9\u53ef\u6062\u590d\u9519\u8bef\u6267\u884c\u91cd\u8bd5<\/strong>\uff0c\u53c2\u6570\u9519\u8bef\u548c\u6743\u9650\u62d2\u7edd\u4e0d\u5e94\u91cd\u590d\u8bf7\u6c42\u3002<\/p>\n

\u8fd8\u8981\u8bb0\u5f55\u91cd\u8bd5\u524d\u540e\u7684\u8bf7\u6c42ID\uff0c\u4fbf\u4e8e\u5728\u7f51\u5173\u4e0e\u540e\u7aef\u65e5\u5fd7\u4e2d\u5173\u8054\u67e5\u8be2\u3002<\/p>\n

\u8bc1\u4e66\u4e0e\u6743\u9650\u95ee\u9898<\/h3>\n

\u8bc1\u4e66\u6545\u969c\u5e38\u89c1\u4e8e\u8fc7\u671f\u3001\u57df\u540d\u4e0d\u5339\u914d\u3001\u8bc1\u4e66\u94fe\u7f3a\u5931\u548c\u7cfb\u7edf\u65f6\u95f4\u9519\u8bef\u3002<\/p>\n

\u53ef\u68c0\u67e5\u8bc1\u4e66\u6709\u6548\u671f\u3001\u7b7e\u53d1\u673a\u6784\u3001\u52a0\u5bc6\u534f\u8bae\u548c\u670d\u52a1\u5668\u65f6\u95f4\u540c\u6b65\u72b6\u6001\u3002<\/p>\n

\u6743\u9650\u6545\u969c\u9700\u6838\u5bf9\u7528\u6237\u89d2\u8272\u3001\u77e5\u8bc6\u5e93\u8303\u56f4\u3001\u63a5\u53e3\u5bc6\u94a5\u548c\u4ee4\u724c\u6709\u6548\u671f\u3002<\/p>\n

\u591a\u5de5\u5382\u90e8\u7f72\u5fc5\u987b\u9a8c\u8bc1\u79df\u6237\u9694\u79bb\uff0c\u907f\u514dA\u5de5\u5382\u68c0\u7d22\u5230B\u5de5\u5382\u7684\u8bbe\u5907\u8d44\u6599\u3002<\/p>\n

\u6743\u9650\u6821\u9a8c\u8981\u8986\u76d6\u68c0\u7d22\u548c\u751f\u6210\u4e24\u4e2a\u9636\u6bb5<\/strong>\uff0c\u4e0d\u80fd\u53ea\u63a7\u5236\u524d\u7aef\u9875\u9762\u3002<\/p>\n

\u5bc6\u94a5\u5e94\u5b9a\u671f\u8f6e\u6362\uff0c\u5e76\u901a\u8fc7\u5bc6\u94a5\u7ba1\u7406\u7cfb\u7edf\u5206\u53d1\uff0c\u4e0d\u8981\u5199\u5165\u4ee3\u7801\u6216\u955c\u50cf\u3002<\/p>\n

RAG\u5927\u6a21\u578b\u878d\u5408\u6545\u969c\u6392\u67e5\u6545\u969c\u9884\u9632\u4f53\u7cfb<\/h2>\n

\u5de1\u68c0\u4e0e\u9884\u8b66\u673a\u5236<\/h3>\n

\u5de1\u68c0\u9879\u76ee\u5e94\u8986\u76d6\u6570\u636e\u65b0\u9c9c\u5ea6\u3001\u7d22\u5f15\u72b6\u6001\u3001\u670d\u52a1\u53ef\u7528\u7387\u548c\u56de\u7b54\u5f15\u7528\u7387\u3002<\/p>\n

\u6838\u5fc3\u63a5\u53e3\u53ef\u4ee5\u6bcf\u5206\u949f\u63a2\u6d4b\u4e00\u6b21\uff0c\u5e76\u4f7f\u7528\u56fa\u5b9a\u95ee\u9898\u68c0\u67e5\u5b8c\u6574\u8c03\u7528\u94fe\u3002<\/p>\n

\u9884\u8b66\u9608\u503c\u5e94\u5206\u4e3a\u63d0\u793a\u3001\u4e25\u91cd\u548c\u7d27\u6025\u4e09\u7ea7\uff0c\u5206\u522b\u5bf9\u5e94\u4e0d\u540c\u5904\u7f6e\u65f6\u9650\u3002<\/p>\n

\u4f8b\u5982\u9519\u8bef\u7387\u8d85\u8fc71%\u89e6\u53d1\u63d0\u793a\uff0c\u8d85\u8fc75%\u89e6\u53d1\u4e25\u91cd\u544a\u8b66\uff0c\u5e76\u81ea\u52a8\u901a\u77e5\u503c\u73ed\u4eba\u5458\u3002<\/p>\n

\u76d1\u63a7\u4e0d\u80fd\u53ea\u770bCPU\u548c\u5185\u5b58<\/strong>\uff0c\u8fd8\u8981\u8986\u76d6\u68c0\u7d22\u547d\u4e2d\u7387\u4e0e\u65e0\u4f9d\u636e\u56de\u7b54\u6bd4\u4f8b\u3002<\/p>\n

\u6bcf\u6b21\u544a\u8b66\u90fd\u8981\u5305\u542b\u8282\u70b9\u3001\u65f6\u95f4\u3001\u7248\u672c\u3001\u5f71\u54cd\u8303\u56f4\u548c\u5efa\u8bae\u68c0\u67e5\u9879\u3002<\/p>\n

\u6545\u969c\u77e5\u8bc6\u5e93\u5efa\u8bbe<\/h3>\n

\u6545\u969c\u77e5\u8bc6\u5e93\u8981\u8bb0\u5f55\u73b0\u8c61\u3001\u539f\u56e0\u3001\u6392\u67e5\u6b65\u9aa4\u3001\u6062\u590d\u52a8\u4f5c\u548c\u9a8c\u8bc1\u65b9\u6cd5\u3002<\/p>\n

\u6bcf\u6761\u6848\u4f8b\u5e94\u7ed1\u5b9a\u8bbe\u5907\u7c7b\u578b\u3001\u7cfb\u7edf\u7248\u672c\u3001\u9519\u8bef\u7801\u548c\u9002\u7528\u5de5\u5382\u3002<\/p>\n

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\u6280\u672f\u8d1f\u8d23\u4eba\u5219\u9700\u8981\u914d\u7f6e\u5dee\u5f02\u3001\u65e5\u5fd7\u6837\u672c\u548c\u6839\u56e0\u5206\u6790\uff0c\u4fbf\u4e8e\u590d\u73b0\u95ee\u9898\u3002<\/p>\n

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