{"id":127,"date":"2026-07-30T19:30:16","date_gmt":"2026-07-30T11:30:16","guid":{"rendered":"https:\/\/www.taodajiang.cn\/?p=127"},"modified":"2026-07-30T19:30:16","modified_gmt":"2026-07-30T11:30:16","slug":"%e6%88%91%e7%94%a8dify%e5%81%9a%e4%ba%86%e4%b8%80%e4%b8%aa%e8%87%aa%e5%8a%a8%e8%bf%90%e7%bb%b4%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.taodajiang.cn\/?p=127","title":{"rendered":"\u6211\u7528Dify\u505a\u4e86\u4e00\u4e2a\u81ea\u52a8\u8fd0\u7ef4\u7cfb\u7edf"},"content":{"rendered":"
\u53bb\u5e74\u53cc\u5341\u4e00\uff0c\u6211\u51cc\u66683\u70b9\u88ab\u544a\u8b66\u7535\u8bdd\u5435\u9192\u3002\u6570\u636e\u5e93\u6162\u67e5\u8be2\uff0c\u8ba2\u5355\u670d\u52a1\u7ea7\u8054\u8d85\u65f6\uff0c\u9875\u9762\u767d\u5c4f\u3002\u6211\u82b1\u4e8640\u5206\u949f\u624d\u5b9a\u4f4d\u5230\u6839\u56e0\uff1a\u524d\u4e00\u5929\u4e0a\u7ebf\u7684\u4e00\u4e2a\u65b0\u67e5\u8be2\u6ca1\u52a0\u7d22\u5f15\u3002<\/span><\/section>\n

\u6302\u6389\u7535\u8bdd\uff0c\u6211\u610f\u8bc6\u5230\u4e00\u4e2a\u95ee\u9898\uff1a<\/span>\u8fd9\u7c7b\u6545\u969c\u7684\u6a21\u5f0f\u9ad8\u5ea6\u91cd\u590d\uff0c\u4f46\u6bcf\u6b21\u90fd\u8981\u4eba\u8089\u6392\u67e5<\/span><\/strong>\u3002\u8d44\u6df1\u5de5\u7a0b\u5e08\u51ed\u7ecf\u9a8c\u4e00\u773c\u80fd\u770b\u51fa\u7684\u95ee\u9898\uff0c\u65b0\u4eba\u8981\u7ffb\u51e0\u5c0f\u65f6\u65e5\u5fd7\u3002<\/span><\/p>\n

\u6211\u60f3\u505a\u4e00\u4ef6\u4e8b\uff1a<\/span>\u628a\u8d44\u6df1\u8fd0\u7ef4\u7684\u6392\u67e5\u601d\u8def\uff0c\u56fa\u5316\u6210\u4e00\u4e2a\u81ea\u52a8\u7cfb\u7edf<\/span><\/strong>\u3002\u8c03\u7814\u4e86\u4e24\u4e2a\u6708\uff0c\u6700\u7ec8\u9009\u4e86 Dify \u4f5c\u4e3a\u6838\u5fc3\u5e73\u53f0\u3002\u5230\u73b0\u5728\u8dd1\u4e869\u4e2a\u6708\uff0c\u6548\u679c\u662f\uff1a\u6545\u969c\u5e73\u5747\u5b9a\u4f4d\u65f6\u95f4\u4ece23\u5206\u949f\u964d\u52304.5\u5206\u949f\uff0c\u62a5\u544a\u751f\u6210\u4ece2\u5c0f\u65f6\u53d8\u62105\u5206\u949f\u3002<\/span><\/p>\n

\u8fd9\u7bc7\u6587\u7ae0\u8bb2\u6e05\u695a\uff1a\u4e3a\u4ec0\u4e48\u9009 Dify\u3001\u7cfb\u7edf\u600e\u4e48\u642d\u3001Prompt \u600e\u4e48\u8bbe\u8ba1\u3001\u8e29\u4e86\u54ea\u4e9b\u5751\u3002<\/span><\/p>\n

\u4e00\u3001\u4e3a\u4ec0\u4e48\u9009 Dify\uff0c\u800c\u4e0d\u662f\u624b\u5199\u4ee3\u7801<\/span><\/h2>\n

\u505a\u81ea\u52a8\u8fd0\u7ef4\u7cfb\u7edf\uff0c\u6709\u4e09\u79cd\u8def\u7ebf\uff1a<\/span><\/p>\n\n\n\n\n\n\n
\n
\u65b9\u6848<\/span><\/section>\n<\/th>\n
\n
\u4f18\u70b9<\/span><\/section>\n<\/th>\n
\n
\u75db\u70b9<\/span><\/section>\n<\/th>\n<\/tr>\n
\n
\u81ea\u7814\u4ee3\u7801\uff08LangChain\u7b49\uff09<\/span><\/section>\n<\/td>\n
\n
\u7075\u6d3b\u3001\u53ef\u63a7<\/span><\/section>\n<\/td>\n
\n
\u5f00\u53d1\u5468\u671f\u957f\u3001Prompt\u8c03\u8bd5\u96be\u3001\u6ca1\u6709\u53ef\u89c6\u5316<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u5546\u7528AIOps\u5e73\u53f0<\/span><\/section>\n<\/td>\n
\n
\u5f00\u7bb1\u5373\u7528<\/span><\/section>\n<\/td>\n
\n
\u8d35\u3001\u9ed1\u76d2\u3001\u96be\u4ee5\u5b9a\u5236<\/span><\/section>\n<\/td>\n<\/tr>\n
Dify\u5de5\u4f5c\u6d41<\/span><\/strong><\/td>\n\n
\u53ef\u89c6\u5316\u3001\u4f4e\u4ee3\u7801\u3001\u652f\u6301RAG\u3001\u53ef\u8c03\u8bd5<\/span><\/section>\n<\/td>\n
\n
\u590d\u6742\u903b\u8f91\u53d7\u9650\u4e8e\u8282\u70b9\u80fd\u529b<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6700\u7ec8\u9009 Dify \u7684\u6838\u5fc3\u539f\u56e0\uff1a<\/span><\/strong><\/p>\n

\u2022\u00a0<\/span>\u53ef\u89c6\u5316\u8c03\u8bd5<\/span><\/strong>\uff1a\u5de5\u4f5c\u6d41\u6bcf\u4e00\u6b65\u7684\u8f93\u5165\u8f93\u51fa\u90fd\u53ef\u89c1\uff0cPrompt \u8c03\u4f18\u6548\u7387\u6bd4\u7eaf\u4ee3\u7801\u9ad810\u500d<\/span><\/p>\n

\u2022\u00a0<\/span>RAG\u5f00\u7bb1\u5373\u7528<\/span><\/strong>\uff1a\u76f4\u63a5\u4e0a\u4f20\u8fd0\u7ef4\u6587\u6863\u3001\u5386\u53f2\u6545\u969c\u6848\u4f8b\uff0c\u4e0d\u9700\u8981\u81ea\u5df1\u642d\u5411\u91cf\u5e93<\/span><\/p>\n

\u2022\u00a0<\/span>\u5de5\u5177\u96c6\u6210\u7b80\u5355<\/span><\/strong>\uff1aHTTP\u8282\u70b9\u76f4\u63a5\u8c03 Elasticsearch\u3001Prometheus API\uff0c\u4e0d\u9700\u8981\u5199\u80f6\u6c34\u4ee3\u7801<\/span><\/p>\n

\u2022\u00a0<\/span>\u4f4e\u95e8\u69db<\/span><\/strong>\uff1a\u56e2\u961f\u91cc\u4e0d\u61c2Python\u7684\u8fd0\u7ef4\u540c\u4e8b\uff0c\u4e5f\u80fd\u53c2\u4e0e\u5de5\u4f5c\u6d41\u8bbe\u8ba1<\/span><\/p>\n

\u4e8c\u3001\u7cfb\u7edf\u6574\u4f53\u67b6\u6784<\/span><\/h2>\n

\u6574\u4e2a\u7cfb\u7edf\u5206\u4e94\u5c42\uff0c\u81ea\u5e95\u5411\u4e0a\uff1a<\/span><\/p>\n

<\/section>\n

\u4e09\u3001\u6838\u5fc3\u5de5\u4f5c\u6d41\uff1a\u4ece\u544a\u8b66\u5230\u6839\u56e0\u7684\u4e94\u6b65\u6d41\u7a0b<\/span><\/h2>\n

\u8fd9\u662f\u6574\u4e2a\u7cfb\u7edf\u6700\u5173\u952e\u7684\u90e8\u5206\u3002\u4e00\u4e2a\u5b8c\u6574\u7684\u6545\u969c\u5206\u6790\u5de5\u4f5c\u6d41\uff0c\u5728 Dify \u91cc\u75285\u4e2a\u8282\u70b9\u4e32\u8054\uff1a<\/span><\/p>\n

Step 1\uff1a\u544a\u8b66\u805a\u5408 \u2014 \u4ece\u544a\u8b66\u98ce\u66b4\u5230\u6545\u969c\u4e8b\u4ef6<\/span><\/h3>\n

\u4e00\u6b21\u6570\u636e\u5e93\u6545\u969c\u53ef\u80fd\u89e6\u53d1\u51e0\u5341\u6761\u544a\u8b66\uff08CPU\u3001\u5185\u5b58\u3001\u8fde\u63a5\u6570\u3001\u6162\u67e5\u8be2\u3001\u670d\u52a1\u8d85\u65f6\u2026\uff09\u3002\u5982\u679c\u9010\u6761\u5904\u7406\uff0c\u8fd0\u7ef4\u4eba\u5458\u4f1a\u9677\u5165\u544a\u8b66\u98ce\u66b4\u3002<\/span><\/p>\n

\u805a\u5408\u8282\u70b9\u7684 Prompt \u8bbe\u8ba1\u601d\u8def\uff1a<\/span><\/p>\n

<\/section>\n


<\/span><\/p>\n

\u2022\u00a0<\/span>\u5b9e\u6218\u6548\u679c<\/span><\/strong>\uff1a\u4e00\u6b21\u7ebf\u4e0a\u6545\u969c\u4ea7\u751f87\u6761\u544a\u8b66\uff0c\u805a\u5408\u540e\u53d8\u62102\u4e2a\u72ec\u7acb\u4e8b\u4ef6\uff0c\u8fd0\u7ef4\u4eba\u5458\u4e00\u773c\u5c31\u80fd\u770b\u61c2<\/span><\/p>\n

Step 2\uff1a\u65e5\u5fd7\u5173\u8054 \u2014 \u4ece\u6d77\u91cf\u65e5\u5fd7\u5230\u5173\u952e\u7ebf\u7d22<\/span><\/h3>\n

\u805a\u5408\u5b8c\u6210\u540e\uff0c\u7cfb\u7edf\u81ea\u52a8\u57fa\u4e8e\u6545\u969c\u5047\u8bbe\uff0c\u53bb Elasticsearch \u62c9\u53d6\u76f8\u5173\u670d\u52a1\u7684\u65e5\u5fd7\u3002\u8fd9\u4e00\u6b65\u7528 Dify \u7684 HTTP \u5de5\u5177\u8282\u70b9\uff0c\u5c01\u88c5 Elasticsearch \u67e5\u8be2 API\u3002<\/span><\/p>\n

\u5173\u952e\u8bbe\u8ba1\uff1a<\/span><\/p>\n

\u2022 \u8fd4\u56de\u6761\u6570\u9650\u5236\u4e3a\u00a0<\/span>50\u6761<\/span><\/strong>\uff0c\u907f\u514d token \u6ea2\u51fa\uff08\u8fd9\u662f\u8e29\u5751\u540e\u603b\u7ed3\u7684\u7ecf\u9a8c\uff09<\/span><\/p>\n

\u2022 \u53ea\u53d6 ERROR \u548c WARN \u7ea7\u522b\uff0c\u65f6\u95f4\u7a97\u53e3\u8bbe\u4e3a\u6545\u969c\u524d\u540e15\u5206\u949f<\/span><\/p>\n

\u2022 \u65e5\u5fd7\u683c\u5f0f\u5316\u540e\u518d\u5582\u7ed9 LLM\uff1a\u6bcf\u884c\u663e\u793a\u65f6\u95f4\u6233 + \u7ea7\u522b + \u6838\u5fc3\u4fe1\u606f<\/span><\/p>\n

Step 3\uff1a\u77e5\u8bc6\u68c0\u7d22 \u2014 RAG\u6ce8\u5165\u8fd0\u7ef4\u7ecf\u9a8c<\/span><\/h3>\n

\u8fd9\u662f\u6574\u4e2a\u7cfb\u7edf\u6700”\u667a\u80fd”\u7684\u90e8\u5206\u3002\u7cfb\u7edf\u5728\u77e5\u8bc6\u5e93\u91cc\u68c0\u7d22\u76f8\u4f3c\u7684\u5386\u53f2\u6545\u969c\u6848\u4f8b\uff0c\u628a\u5386\u53f2\u6839\u56e0\u548c\u4fee\u590d\u65b9\u6848\u4e00\u8d77\u9001\u7ed9 LLM \u53c2\u8003\u3002<\/span><\/p>\n

\u2022\u00a0<\/span>\u68c0\u7d22\u65b9\u5f0f<\/span><\/strong>\uff1a\u6df7\u5408\u68c0\u7d22\uff08\u5411\u91cf + \u5173\u952e\u8bcd\uff09\uff0ctop_k=5<\/span><\/p>\n

\u2022\u00a0<\/span>\u91cd\u6392\u5e8f<\/span><\/strong>\uff1a\u7528 bge-reranker-v2 \u5bf9\u53ec\u56de\u7ed3\u679c\u91cd\u6392\uff0c\u53d6 top_n=3<\/span><\/p>\n

\u2022\u00a0<\/span>\u5143\u6570\u636e\u8fc7\u6ee4<\/span><\/strong>\uff1a\u6309 tags\uff08\u5982 mysql\u3001replication\uff09\u548c severity \u7cbe\u786e\u8fc7\u6ee4<\/span><\/p>\n

\u77e5\u8bc6\u5e93\u7684\u8d28\u91cf\u76f4\u63a5\u51b3\u5b9a\u5206\u6790\u8d28\u91cf\u3002\u6211\u4eec\u82b1\u4e86\u6700\u591a\u65f6\u95f4\u7684\u4e0d\u662f\u5199 Prompt\uff0c\u800c\u662f<\/span>\u6574\u7406\u5386\u53f2\u6545\u969c\u6848\u4f8b\u7684\u683c\u5f0f<\/span><\/strong>\u3002\u6bcf\u4e00\u6761\u6848\u4f8b\u90fd\u6309\u56fa\u5b9a\u7ed3\u6784\u8bb0\u5f55\uff1a\u75c7\u72b6 \u2192 \u6839\u56e0 \u2192 \u4fee\u590d\u65b9\u6848 \u2192 \u9884\u9632\u63aa\u65bd\u3002<\/span><\/p>\n

Step 4\uff1a\u6839\u56e0\u63a8\u7406 \u2014 CoT\u94fe\u5f0f\u5206\u6790<\/span><\/h3>\n

\u8fd9\u662f\u6838\u5fc3 LLM \u8282\u70b9\uff0c\u7528 Chain-of-Thought \u6a21\u5f0f\u8ba9\u6a21\u578b\u4e00\u6b65\u6b65\u63a8\u7406\u3002Prompt \u91cc\u660e\u786e\u5199\u51fa\u63a8\u7406\u6b65\u9aa4\uff1a<\/span><\/p>\n

<\/section>\n

<\/span><\/section>\n

\u2022\u00a0<\/span>\u5173\u952e\u6280\u5de7<\/span><\/strong>\uff1a\u5728 Prompt \u91cc\u8981\u6c42”\u6bcf\u6b65\u660e\u786e\u5199\u51fa\u63a8\u7406\u8fc7\u7a0b”\uff0c\u800c\u4e0d\u662f\u53ea\u7ed9\u7ed3\u8bba\u3002\u8fd9\u8ba9\u63a8\u7406\u8fc7\u7a0b\u53ef\u5ba1\u8ba1\uff0c\u4e5f\u65b9\u4fbf\u540e\u7eed\u4f18\u5316 Prompt<\/span><\/p>\n

Step 5\uff1a\u8f93\u51fa\u7ed3\u679c \u2014 \u7ed3\u6784\u5316\u62a5\u544a + \u81ea\u52a8\u901a\u77e5<\/span><\/h3>\n

\u6700\u7ec8\u8f93\u51fa\u4e00\u4e2a\u7ed3\u6784\u5316\u6545\u969c\u5206\u6790\u62a5\u544a\uff0c\u901a\u8fc7\u4f01\u4e1a\u5fae\u4fe1\/\u90ae\u4ef6\u81ea\u52a8\u53d1\u9001\u7ed9\u8fd0\u7ef4\u56e2\u961f\u3002\u62a5\u544a\u5305\u542b\uff1a<\/span><\/p>\n

\u2022 \u6545\u969c\u4e8b\u4ef6ID\u3001\u4e25\u91cd\u7b49\u7ea7\u3001\u5f71\u54cd\u8303\u56f4<\/span><\/p>\n

\u2022 \u6839\u56e0\u5206\u6790\uff08\u542b\u7f6e\u4fe1\u5ea6\uff09<\/span><\/p>\n

\u2022 \u4e09\u7ea7\u4fee\u590d\u5efa\u8bae\uff08\u7d27\u6025\/\u77ed\u671f\/\u957f\u671f\uff09<\/span><\/p>\n

\u2022 \u76f8\u4f3c\u5386\u53f2\u6848\u4f8b\u5f15\u7528<\/span><\/p>\n

\u2022 \u76f8\u5173\u65e5\u5fd7\u7247\u6bb5\uff08\u9644\u5177\u4f53\u65f6\u95f4\u6233\uff09<\/span><\/p>\n

\u56db\u3001\u4e0e\u73b0\u6709\u5de5\u5177\u94fe\u7684\u96c6\u6210<\/span><\/h2>\n

Dify \u672c\u8eab\u4e0d\u5b58\u6570\u636e\uff0c\u6240\u6709\u6570\u636e\u6765\u81ea\u73b0\u6709\u5de5\u5177\u94fe\u3002\u96c6\u6210\u65b9\u5f0f\u662f Dify \u7684 HTTP \u5de5\u5177\u8282\u70b9\u76f4\u63a5\u8c03\u5404\u7cfb\u7edf\u7684 API\u3002<\/span><\/p>\n\n\n\n\n\n\n\n\n
\n
\u5de5\u5177<\/span><\/section>\n<\/th>\n
\n
\u96c6\u6210\u65b9\u5f0f<\/span><\/section>\n<\/th>\n
\n
\u7528\u9014<\/span><\/section>\n<\/th>\n<\/tr>\n
\n
Prometheus<\/span><\/section>\n<\/td>\n
\n
Alertmanager Webhook \u2192 Dify API<\/span><\/section>\n<\/td>\n
\n
\u544a\u8b66\u63a5\u5165<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
Elasticsearch<\/span><\/section>\n<\/td>\n
\n
Dify HTTP\u5de5\u5177\uff08\u5c01\u88c5\u67e5\u8be2API\uff09<\/span><\/section>\n<\/td>\n
\n
\u65e5\u5fd7\u68c0\u7d22<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
JumpServer<\/span><\/section>\n<\/td>\n
\n
Dify HTTP\u5de5\u5177\uff08\u5ba1\u6279\u540e\u8c03\u7528\uff09<\/span><\/section>\n<\/td>\n
\n
\u81ea\u52a8\u6267\u884c\u4fee\u590d\u64cd\u4f5c<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
CMDB<\/span><\/section>\n<\/td>\n
\n
Dify HTTP\u5de5\u5177<\/span><\/section>\n<\/td>\n
\n
\u62d3\u6251\u4fe1\u606f\u67e5\u8be2<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u4f01\u4e1a\u5fae\u4fe1<\/span><\/section>\n<\/td>\n
\n
Dify HTTP\u5de5\u5177\uff08\u8c03\u4f01\u5fae\u673a\u5668\u4ebaAPI\uff09<\/span><\/section>\n<\/td>\n
\n
\u544a\u8b66\u901a\u77e5 + \u5206\u6790\u62a5\u544a\u63a8\u9001<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6700\u6709\u4ef7\u503c\u7684\u4e00\u4e2a\u96c6\u6210\u662f\u00a0<\/span>JumpServer + Dify<\/span><\/strong>\uff1a\u5206\u6790\u5b8c\u6210\u540e\uff0c\u5982\u679c\u7f6e\u4fe1\u5ea6 > 90% \u4e14\u4fee\u590d\u65b9\u6848\u662f”\u5b89\u5168\u64cd\u4f5c”\uff08\u5982\u91cd\u542f\u67d0\u4e2a\u4e0d\u5f71\u54cd\u4e1a\u52a1\u7684\u5b9e\u4f8b\uff09\uff0c\u7cfb\u7edf\u53ef\u4ee5\u81ea\u52a8\u521b\u5efa JumpServer \u5de5\u5355\uff0c\u5ba1\u6279\u901a\u8fc7\u540e\u81ea\u52a8\u6267\u884c\u3002<\/span>\u4eba\u4ecd\u7136\u638c\u63a7\u6700\u7ec8\u51b3\u7b56\u6743\uff0c\u4f46\u6267\u884c\u81ea\u52a8\u5316\u4e86<\/span><\/strong>\u3002<\/span><\/p>\n

\u4e94\u3001\u5b9e\u9645\u8fd0\u884c\u6548\u679c\uff089\u4e2a\u6708\u6570\u636e\uff09<\/span><\/h2>\n

\u7cfb\u7edf\u4ece2025\u5e749\u6708\u5f00\u59cb\u4e0a\u7ebf\u8bd5\u8fd0\u884c\uff0c\u52302026\u5e746\u6708\uff0c\u5904\u7406\u4e86\u00a0<\/span>327\u4e2a\u6545\u969c\u4e8b\u4ef6<\/span><\/strong>\u3002\u4ee5\u4e0b\u662f\u5173\u952e\u6307\u6807\u5bf9\u6bd4\uff1a<\/span><\/p>\n\n\n\n\n\n\n\n\n
\n
\u6307\u6807<\/span><\/section>\n<\/th>\n
\n
\u7eaf\u4eba\u5de5<\/span><\/section>\n<\/th>\n
\n
Dify\u7cfb\u7edf<\/span><\/section>\n<\/th>\n
\n
\u63d0\u5347<\/span><\/section>\n<\/th>\n<\/tr>\n
\n
\u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\uff08MTTD\uff09<\/span><\/section>\n<\/td>\n
\n
23\u5206\u949f<\/span><\/section>\n<\/td>\n
\n
4.5\u5206\u949f<\/span><\/section>\n<\/td>\n
\n
-80%<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u5e73\u5747\u6545\u969c\u6062\u590d\u65f6\u95f4\uff08MTTR\uff09<\/span><\/section>\n<\/td>\n
\n
67\u5206\u949f<\/span><\/section>\n<\/td>\n
\n
28\u5206\u949f<\/span><\/section>\n<\/td>\n
\n
-58%<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u6839\u56e0\u5224\u65ad\u51c6\u786e\u7387<\/span><\/section>\n<\/td>\n
\n
78%<\/span><\/section>\n<\/td>\n
\n
86%<\/span><\/section>\n<\/td>\n
\n
+8%<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u6545\u969c\u5206\u6790\u62a5\u544a\u751f\u6210\u65f6\u95f4<\/span><\/section>\n<\/td>\n
\n
2-4\u5c0f\u65f6<\/span><\/section>\n<\/td>\n
\n
5\u5206\u949f<\/span><\/section>\n<\/td>\n
\n
-97%<\/span><\/section>\n<\/td>\n<\/tr>\n
\n
\u65b0\u4eba\u4e0a\u624b\u5468\u671f<\/span><\/section>\n<\/td>\n
\n
6-12\u4e2a\u6708<\/span><\/section>\n<\/td>\n
\n
1-2\u4e2a\u6708<\/span><\/section>\n<\/td>\n
\n
-83%<\/span><\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u771f\u5b9e\u6848\u4f8b\uff1a<\/span><\/strong>2026\u5e743\u6708\uff0c\u8ba2\u5355\u670d\u52a1\u51fa\u73b0\u95f4\u6b47\u8d85\u65f6\u3002\u7cfb\u7edf\u81ea\u52a8\u805a\u5408\u4e8632\u6761\u544a\u8b66\uff0c\u5173\u8054\u68c0\u7d22\u4e86 mysql-master \u7684\u9519\u8bef\u65e5\u5fd7\uff0c\u5728\u77e5\u8bc6\u5e93\u5339\u914d\u5230\u76f8\u4f3c\u6848\u4f8b\uff08INC-2026-0042\uff0c\u76f8\u4f3c\u5ea60.87\uff09\uff0c\u6700\u7ec8\u8f93\u51fa\u6839\u56e0\uff1aorder-service v3.8.2 \u5f15\u5165\u672a\u52a0\u7d22\u5f15\u7684\u67e5\u8be2\uff0c\u89e6\u53d1\u5168\u8868\u626b\u63cf \u2192 MySQL\u8fde\u63a5\u6c60\u8017\u5c3d \u2192 \u670d\u52a1\u7ea7\u8054\u8d85\u65f6\u3002\u4ece\u544a\u8b66\u89e6\u53d1\u5230\u6839\u56e0\u8f93\u51fa\uff0c\u8017\u65f6\u00a0<\/span>3\u520612\u79d2<\/span><\/strong>\u3002\u00a0<\/span><\/p>\n

\u516d\u3001\u8e29\u8fc7\u7684\u5751\uff08\u7701\u4f60\u4e24\u5468\u8c03\u8bd5\u65f6\u95f4\uff09<\/span><\/h2>\n

\u57511\uff1a\u5e7b\u89c9\u95ee\u9898<\/span><\/h3>\n

LLM \u4f1a\u7f16\u9020\u4e0d\u5b58\u5728\u7684\u65e5\u5fd7\u5185\u5bb9\uff0c\u7279\u522b\u662f\u65e5\u5fd7\u91cf\u5f88\u5927\u3001\u4fe1\u606f\u4e0d\u5168\u7684\u65f6\u5019\u3002\u6211\u4eec\u7684\u7f13\u89e3\u63aa\u65bd\uff1a<\/span><\/p>\n

\u2022 \u5728 Prompt \u91cc\u660e\u786e\u8981\u6c42\uff1a<\/span>“\u6240\u6709\u5f15\u7528\u5fc5\u987b\u6765\u81ea\u5b9e\u9645\u68c0\u7d22\u7ed3\u679c\uff0c\u4e0d\u8981\u63a8\u6d4b\u6216\u7f16\u9020”<\/span><\/strong><\/p>\n

\u2022 \u8f93\u51fa\u683c\u5f0f\u8981\u6c42\u9644\u5e26”\u8bc1\u636e\u6765\u6e90”\uff08\u5177\u4f53\u65e5\u5fd7\u884c\u6216\u544a\u8b66\u5b57\u6bb5\uff09<\/span><\/p>\n

\u2022 \u7f6e\u4fe1\u5ea6 <\/span><\/p>\n

\u57512\uff1a\u4e0a\u4e0b\u6587\u7a97\u53e3\u9650\u5236<\/span><\/h3>\n

\u4e00\u6b21\u590d\u6742\u6545\u969c\u7684\u65e5\u5fd7\u53ef\u80fd\u8d85\u8fc710\u4e07 token\uff0c\u8fdc\u8d85\u6a21\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u89e3\u51b3\u65b9\u6848\u662f<\/span>\u5206\u5c42\u5904\u7406<\/span><\/strong>\uff1a<\/span><\/p>\n

\u2022 \u7b2c\u4e00\u5c42\uff1a\u9884\u805a\u5408\uff0c\u7528\u89c4\u5219\u63d0\u53d6\u5173\u952e\u9519\u8bef\u884c\uff08ERROR + \u5f02\u5e38\u5173\u952e\u8bcd\uff09<\/span><\/p>\n

\u2022 \u7b2c\u4e8c\u5c42\uff1aLLM \u5206\u6790\u5173\u952e\u9519\u8bef\u884c\uff0c\u8f93\u51fa\u521d\u6b65\u5047\u8bbe<\/span><\/p>\n

\u2022 \u7b2c\u4e09\u5c42\uff1a\u57fa\u4e8e\u5047\u8bbe\uff0c\u9488\u5bf9\u6027\u68c0\u7d22\u66f4\u591a\u65e5\u5fd7\uff0c\u505a\u6df1\u5ea6\u9a8c\u8bc1<\/span><\/p>\n

\u57513\uff1a\u5b9e\u65f6\u6027\u4e0d\u8db3<\/span><\/h3>\n

LLM \u63a8\u7406\u5ef6\u8fdf\u5728\u79d2\u7ea7\uff08DeepSeek-V3 \u5904\u7406\u590d\u6742\u63a8\u7406\u7ea63-8\u79d2\uff09\uff0c\u65e0\u6cd5\u6ee1\u8db3”\u79d2\u7ea7\u544a\u8b66\u54cd\u5e94”\u7684\u9700\u6c42\u3002\u6211\u4eec\u7684\u67b6\u6784\u662f<\/span>\u5206\u5c42\u5904\u7406<\/span><\/strong>\uff1a<\/span><\/p>\n

\u2022\u00a0<\/span>\u89c4\u5219\u5f15\u64ce\u5c42<\/span><\/strong>\uff08\u6beb\u79d2\u7ea7\uff09\uff1a\u5904\u7406\u5df2\u77e5\u6a21\u5f0f\u7684\u544a\u8b66\uff0c\u76f4\u63a5\u89e6\u53d1\u6807\u51c6\u5316\u5904\u7f6e\u6d41\u7a0b<\/span><\/p>\n

\u2022\u00a0<\/span>LLM\u6df1\u5ea6\u5206\u6790\u5c42<\/span><\/strong>\uff08\u79d2\u7ea7\uff09\uff1a\u5904\u7406\u590d\u6742\u3001\u8de8\u670d\u52a1\u7684\u6545\u969c\uff0c\u505a\u6839\u56e0\u63a8\u7406<\/span><\/p>\n

\u57514\uff1a\u6210\u672c\u95ee\u9898<\/span><\/h3>\n

\u6bcf\u6b21\u5b8c\u6574\u5206\u6790\u6d88\u8017\u7ea65-10\u4e07 token\u30029\u4e2a\u6708\u4e0b\u6765\uff0cDeepSeek API \u8d39\u7528\u7ea6\u00a0<\/span>1200\u5143<\/span><\/strong>\uff0c\u76f8\u6bd4\u4e4b\u524d\u96c7\u4f63\u989d\u59162\u540d\u8fd0\u7ef4\u5de5\u7a0b\u5e08\u7684\u4eba\u529b\u6210\u672c\uff0cROI \u975e\u5e38\u660e\u663e\u3002<\/span><\/p>\n

\u8fdb\u4e00\u6b65\u4f18\u5316\uff1a\u7b80\u5355\u544a\u8b66\uff08\u7f6e\u4fe1\u5ea6>95% \u4e14\u5339\u914d\u5230\u5386\u53f2\u6848\u4f8b\uff09\u8d70\u7f13\u5b58\uff0c\u76f4\u63a5\u8fd4\u56de\u5386\u53f2\u4fee\u590d\u65b9\u6848\uff0c\u4e0d\u8c03 LLM\u3002<\/span><\/p>\n

\u4e03\u3001\u7ed9\u60f3\u52a8\u624b\u7684\u4eba\u7684\u5efa\u8bae<\/span><\/h2>\n

\u5982\u679c\u4f60\u4e5f\u60f3\u7528 Dify \u642d\u4e00\u5957\u81ea\u52a8\u8fd0\u7ef4\u7cfb\u7edf\uff0c\u4ee5\u4e0b\u662f\u6211\u5efa\u8bae\u7684<\/span>\u8d77\u6b65\u8def\u5f84<\/span><\/strong>\uff1a<\/span><\/p>\n

\u2022\u00a0<\/span>\u7b2c\u4e00\u9636\u6bb5\uff081-2\u5468\uff09<\/span><\/strong>\uff1a\u642d\u5efa Dify \u672c\u5730\u73af\u5883\uff0c\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u5de5\u4f5c\u6d41\u2014\u2014\u63a5\u6536 Webhook \u544a\u8b66\uff0c\u8c03\u7528 LLM \u505a\u521d\u6b65\u5206\u6790\uff0c\u8fd4\u56de\u7ed3\u679c\u3002\u5148\u8dd1\u901a\u94fe\u8def\u3002<\/span><\/p>\n

\u2022\u00a0<\/span>\u7b2c\u4e8c\u9636\u6bb5\uff082-4\u5468\uff09<\/span><\/strong>\uff1a\u63a5\u5165 Elasticsearch \u65e5\u5fd7\u68c0\u7d22\uff0c\u5efa\u7acb\u77e5\u8bc6\u5e93\uff08\u5148\u6574\u740620-30\u4e2a\u5386\u53f2\u6545\u969c\u6848\u4f8b\uff09\uff0c\u5b8c\u5584 Prompt \u8bbe\u8ba1\u3002<\/span><\/p>\n

\u2022\u00a0<\/span>\u7b2c\u4e09\u9636\u6bb5\uff08\u6301\u7eed\uff09<\/span><\/strong>\uff1a\u6bcf\u6b21\u6545\u969c\u5904\u7406\u540e\uff0c\u628a\u6839\u56e0\u548c\u4fee\u590d\u65b9\u6848\u5199\u5165\u77e5\u8bc6\u5e93\u3002\u77e5\u8bc6\u5e93\u8d8a\u591a\uff0c\u7cfb\u7edf\u8d8a\u806a\u660e\u3002<\/span><\/p>\n

\u6700\u91cd\u8981\u7684\u662f\uff1a<\/span>\u4e0d\u8981\u4e00\u5f00\u59cb\u5c31\u8ffd\u6c42\u5168\u81ea\u52a8\u4fee\u590d<\/span><\/strong>\u3002\u5148\u628a”\u544a\u8b66 \u2192 \u5206\u6790 \u2192 \u62a5\u544a”\u8fd9\u6761\u94fe\u8def\u8dd1\u901a\uff0c\u8ba9\u8fd0\u7ef4\u4eba\u5458\u4fe1\u4efb\u7cfb\u7edf\u7684\u5224\u65ad\uff0c\u518d\u9010\u6b65\u653e\u5f00\u81ea\u52a8\u6267\u884c\u6743\u9650\u3002<\/span><\/p>\n

\u7ed3\u8bed<\/span><\/h2>\n

\u7528 Dify \u505a\u81ea\u52a8\u8fd0\u7ef4\u7cfb\u7edf\uff0c\u6700\u5927\u7684\u611f\u53d7\u662f\uff1a<\/span>AIOps \u4e0d\u518d\u662f\u53ea\u6709\u5927\u5382\u624d\u80fd\u73a9\u7684\u4e1c\u897f<\/span><\/strong>\u3002\u4ee5\u524d\u9700\u8981\u4e13\u95e8\u7684 AIOps \u5e73\u53f0\u3001\u4e13\u95e8\u7684\u7b97\u6cd5\u56e2\u961f\uff0c\u73b0\u5728\u4e00\u4e2a\u61c2\u8fd0\u7ef4\u3001\u4f1a\u5199 Prompt \u7684\u5de5\u7a0b\u5e08\uff0c\u7528 Dify \u5c31\u80fd\u642d\u51fa\u4e00\u5957\u80fd\u5b9e\u9645\u4ea7\u751f\u4ef7\u503c\u7684\u7cfb\u7edf\u3002<\/span><\/p>\n

\u5f53\u7136\uff0c\u5b83\u4e0d\u662f\u4e00\u4e2a”\u4e70\u4e86\u5c31\u80fd\u7528”\u7684\u4ea7\u54c1\uff0c\u800c\u662f\u4e00\u5957”\u4f60\u53ef\u4ee5\u81ea\u5df1\u7ec4\u88c5”\u7684\u80fd\u529b\u3002\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6a21\u578b\u6709\u591a\u5f3a\uff0c\u800c\u5728\u4e8e<\/span>\u4f60\u628a\u81ea\u5df1\u7684\u8fd0\u7ef4\u7ecf\u9a8c\uff0c\u80fd\u591a\u597d\u5730\u7f16\u7801\u8fdb\u5de5\u4f5c\u6d41\u548c\u77e5\u8bc6\u5e93\u91cc<\/span><\/strong>\u3002<\/span><\/p>\n

\u8fd9\u6216\u8bb8\u662f Dify \u8fd9\u7c7b\u5de5\u5177\u6700\u672c\u8d28\u7684\u610f\u4e49\uff1a<\/span>\u8ba9\u9886\u57df\u4e13\u5bb6\u7684\u77e5\u8bc6\uff0c\u53ef\u4ee5\u88ab\u7cfb\u7edf\u5316\u3001\u88ab\u590d\u7528\u3001\u88ab\u89c4\u6a21\u5316<\/span><\/strong>\u3002<\/span><\/p>\n

\u2014 \u4f5c\u8005\uff1aAIOps@zlt | \u8f6c\u8f7d\u8bf7\u6ce8\u660e\u51fa\u5904<\/span><\/p>\n

<\/mp-style-type><\/p>\n","protected":false},"excerpt":{"rendered":"

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