{"id":48490,"date":"2025-07-30T12:15:30","date_gmt":"2025-07-30T04:15:30","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/48490.html"},"modified":"2025-07-30T12:15:30","modified_gmt":"2025-07-30T04:15:30","slug":"coze%e5%bc%80%e6%ba%90%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97%ef%bc%9a%e6%9e%84%e5%bb%ba%e4%bc%81%e4%b8%9a%e7%ba%a7ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%85%a8%e9%93%be%e8%b7%af%e6%8a%80%e6%9c%af%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/48490.html","title":{"rendered":"Coze\u5f00\u6e90\u5b9e\u6218\u6307\u5357\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5168\u94fe\u8def\u6280\u672f\u89e3\u6790\uff08\u542bKubernetes+\u670d\u52a1\u7f51\u683c\u6df1\u5ea6\u5b9e\u8df5\uff09"},"content":{"rendered":"<h3>\u4e00\u3001Coze\u6280\u672f\u67b6\u6784\u6df1\u5ea6\u89e3\u6790<\/h3>\n<h4>1.1 \u6838\u5fc3\u7ec4\u4ef6\u4e0e\u4e94\u5c42\u5f02\u6784\u67b6\u6784<\/h4>\n<p>Coze\u91c7\u7528\u4e94\u5c42\u5f02\u6784\u67b6\u6784&#xff08;\u611f\u77e5\u5c42\u2192\u6267\u884c\u5c42\u2192\u51b3\u7b56\u5c42\u2192\u76d1\u63a7\u5c42\u2192\u8fdb\u5316\u5c42&#xff09;&#xff0c;\u5b9e\u73b0\u4e9a\u6beb\u79d2\u7ea7\u5b9e\u65f6\u54cd\u5e94\u4e0e\u52a8\u6001\u5f39\u6027\u6269\u5c55\u3002\u5176\u6838\u5fc3\u6a21\u5757\u5305\u62ec&#xff1a;<\/p>\n<p>\u67b6\u6784\u4eae\u70b9<\/p>\n<ul>\n<li>\u652f\u6301\u6a2a\u5411\u6269\u5c55\u7684\u5fae\u670d\u52a1\u96c6\u7fa4<\/li>\n<li>\u57fa\u4e8eKubernetes\u7684\u81ea\u52a8\u6269\u7f29\u5bb9\u673a\u5236<\/li>\n<li>\u670d\u52a1\u7f51\u683c&#xff08;Istio&#xff09;\u5b9e\u73b0\u6d41\u91cf\u6cbb\u7406<\/li>\n<\/ul>\n<h5>\u6838\u5fc3\u7ec4\u4ef6\u5bf9\u6bd4\u8868<\/h5>\n<table>\n<tr>\u7ec4\u4ef6\u529f\u80fd\u7279\u6027\u5178\u578b\u6027\u80fd\u6307\u6807<\/tr>\n<tbody>\n<tr>\n<td>Coze Studio<\/td>\n<td>30&#043;\u8282\u70b9\u7c7b\u578b\/\u591a\u6a21\u5f0f\u7f16\u6392<\/td>\n<td>\u54cd\u5e94\u901f\u5ea6\u63d0\u5347300%<\/td>\n<\/tr>\n<tr>\n<td>Coze Loop<\/td>\n<td>\u52a8\u6001\u77e5\u8bc6\u66f4\u65b0\/\u786c\u4ef6\u7ea7TEE\u73af\u5883<\/td>\n<td>\u98ce\u63a7\u51c6\u786e\u738792%\/&lt;800ms\u54cd\u5e94<\/td>\n<\/tr>\n<tr>\n<td>Eino\u6846\u67b6<\/td>\n<td>\u8054\u90a6\u5b66\u4e60\/\u8fb9\u7f18\u8ba1\u7b97<\/td>\n<td>\u63a8\u7406\u5ef6\u8fdf&lt;500\u03bcs<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h4>1.2 \u5de5\u4f5c\u6d41\u5f15\u64ce\u6280\u672f\u539f\u7406<\/h4>\n<h5>\u8282\u70b9\u7c7b\u578b\u4e0e\u7f16\u6392\u6a21\u5f0f<\/h5>\n<p>  #mermaid-svg-JGSLaHwfInbWkwJF {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-JGSLaHwfInbWkwJF .error-icon{fill:#552222;}#mermaid-svg-JGSLaHwfInbWkwJF .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-JGSLaHwfInbWkwJF .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-JGSLaHwfInbWkwJF .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-JGSLaHwfInbWkwJF .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-JGSLaHwfInbWkwJF .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-JGSLaHwfInbWkwJF .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-JGSLaHwfInbWkwJF .marker{fill:#333333;stroke:#333333;}#mermaid-svg-JGSLaHwfInbWkwJF .marker.cross{stroke:#333333;}#mermaid-svg-JGSLaHwfInbWkwJF svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-JGSLaHwfInbWkwJF .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-JGSLaHwfInbWkwJF .cluster-label text{fill:#333;}#mermaid-svg-JGSLaHwfInbWkwJF .cluster-label span{color:#333;}#mermaid-svg-JGSLaHwfInbWkwJF .label text,#mermaid-svg-JGSLaHwfInbWkwJF span{fill:#333;color:#333;}#mermaid-svg-JGSLaHwfInbWkwJF .node rect,#mermaid-svg-JGSLaHwfInbWkwJF .node circle,#mermaid-svg-JGSLaHwfInbWkwJF .node ellipse,#mermaid-svg-JGSLaHwfInbWkwJF .node polygon,#mermaid-svg-JGSLaHwfInbWkwJF .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-JGSLaHwfInbWkwJF .node .label{text-align:center;}#mermaid-svg-JGSLaHwfInbWkwJF .node.clickable{cursor:pointer;}#mermaid-svg-JGSLaHwfInbWkwJF .arrowheadPath{fill:#333333;}#mermaid-svg-JGSLaHwfInbWkwJF .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-JGSLaHwfInbWkwJF .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-JGSLaHwfInbWkwJF .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-JGSLaHwfInbWkwJF .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-JGSLaHwfInbWkwJF .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-JGSLaHwfInbWkwJF .cluster text{fill:#333;}#mermaid-svg-JGSLaHwfInbWkwJF .cluster span{color:#333;}#mermaid-svg-JGSLaHwfInbWkwJF div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-JGSLaHwfInbWkwJF :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-A-B\" class=\"edgeLabel L-LS-A&#039; L-LE-B\"><\/span><\/p>\n<p>         <span id=\"L-L-B-C\" class=\"edgeLabel L-LS-B&#039; L-LE-C\"><\/span><\/p>\n<p>         <span id=\"L-L-B-D\" class=\"edgeLabel L-LS-B&#039; L-LE-D\"><\/span><\/p>\n<p>         <span id=\"L-L-E-F\" class=\"edgeLabel L-LS-E&#039; L-LE-F\"><\/span><\/p>\n<p>         <span id=\"L-L-F-G\" class=\"edgeLabel L-LS-F&#039; L-LE-G\"><\/span><\/p>\n<p>          LLM\u8c03\u7528<\/p>\n<p>          \u903b\u8f91\u5224\u65ad<\/p>\n<p>          \u4ee3\u7801\u6267\u884c<\/p>\n<p>          \u6570\u636e\u5e93\u8bbf\u95ee<\/p>\n<p>          Graph\u6a21\u5f0f<\/p>\n<p>          Chain\u6a21\u5f0f<\/p>\n<p>          Workflow\u6a21\u5f0f<\/p>\n<ul>\n<li>\u7f16\u6392\u5b9e\u8df5&#xff1a;\u5728\u6559\u80b2\u9886\u57df\u6784\u5efa&#034;\u77e5\u8bc6\u70b9\u5173\u8054-\u96be\u5ea6\u9012\u589e-\u9519\u9898\u5206\u6790&#034;\u7684\u667a\u80fd\u5b66\u4e60\u8def\u5f84<\/li>\n<li>\u6027\u80fd\u4f18\u5316&#xff1a;\u901a\u8fc7DAG\u6709\u5411\u65e0\u73af\u56fe\u5b9e\u73b0\u5e76\u884c\u4efb\u52a1\u8c03\u5ea6&#xff0c;\u964d\u4f4e\u6d41\u7a0b\u963b\u585e\u6982\u7387<\/li>\n<\/ul>\n<hr \/>\n<h4>1.3 \u63d2\u4ef6\u7cfb\u7edf\u6df1\u5ea6\u89e3\u6790<\/h4>\n<h5>\u81ea\u5b9a\u4e49\u63d2\u4ef6\u5f00\u53d1\u89c4\u8303<\/h5>\n<p><span class=\"token comment\"># OpenAPI 3.0\u793a\u4f8b<\/span><br \/>\n<span class=\"token key atrule\">paths<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">\/route-optimization<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">post<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">security<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token punctuation\">&#8211;<\/span> <span class=\"token key atrule\">OAuth2<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span>full_access<span class=\"token punctuation\">]<\/span><br \/>\n      <span class=\"token key atrule\">parameters<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token punctuation\">&#8211;<\/span> <span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> qps_limit<br \/>\n          <span class=\"token key atrule\">in<\/span><span class=\"token punctuation\">:<\/span> query<br \/>\n          <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> integer<br \/>\n          <span class=\"token key atrule\">default<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">1000<\/span><\/p>\n<p>\u5f00\u53d1\u63d0\u793a<\/p>\n<ul>\n<li>\u4f7f\u7528Swagger UI\u751f\u6210\u63a5\u53e3\u6587\u6863<\/li>\n<li>\u96c6\u6210Prometheus\u5b9e\u73b0\u63d2\u4ef6\u7ea7\u76d1\u63a7<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e8c\u3001\u591a\u6a21\u6001\u4ea4\u4e92\u4e0e\u6570\u636e\u7ba1\u7406<\/h3>\n<h4>2.1 \u52a8\u6001\u77e5\u8bc6\u5e93\u6784\u5efa\u65b9\u6848<\/h4>\n<h5>\u5411\u91cf\u5316\u5b58\u50a8\u6280\u672f\u9009\u578b\u5bf9\u6bd4<\/h5>\n<table>\n<tr>\u5b58\u50a8\u65b9\u6848\u5411\u91cf\u7ef4\u5ea6\u68c0\u7d22\u901f\u5ea6\u9002\u7528\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td>FAISS<\/td>\n<td>1024\u7ef4<\/td>\n<td>1ms\u5185<\/td>\n<td>\u533b\u7597\u77e5\u8bc6\u56fe\u8c31<\/td>\n<\/tr>\n<tr>\n<td>Milvus<\/td>\n<td>2048\u7ef4<\/td>\n<td>2ms\u5185<\/td>\n<td>\u91d1\u878d\u5408\u89c4\u6587\u6863<\/td>\n<\/tr>\n<tr>\n<td>Weaviate<\/td>\n<td>\u52a8\u6001\u6269\u5c55<\/td>\n<td>3ms\u5185<\/td>\n<td>\u591a\u6a21\u6001\u6570\u636e\u878d\u5408<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span class=\"token comment\"># \u77e5\u8bc6\u5e93\u66f4\u65b0\u793a\u4f8b<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">update_knowledge_base<\/span><span class=\"token punctuation\">(<\/span>new_docs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    embeddings <span class=\"token operator\">&#061;<\/span> generate_embeddings<span class=\"token punctuation\">(<\/span>new_docs<span class=\"token punctuation\">)<\/span><br \/>\n    vector_db<span class=\"token punctuation\">.<\/span>upsert<span class=\"token punctuation\">(<\/span>embeddings<span class=\"token punctuation\">)<\/span><br \/>\n    version_control<span class=\"token punctuation\">.<\/span>commit<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;v2.1.0&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<hr \/>\n<h3>\u4e09\u3001\u4f01\u4e1a\u7ea7\u5e94\u7528\u573a\u666f\u77e9\u9635<\/h3>\n<h4>3.1 \u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\u4f18\u5316\u65b9\u6848<\/h4>\n<h5>\u6280\u672f\u5b9e\u73b0\u67b6\u6784\u56fe<\/h5>\n<p>  #mermaid-svg-AGpbvCGHIOL6F6xe {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-AGpbvCGHIOL6F6xe .error-icon{fill:#552222;}#mermaid-svg-AGpbvCGHIOL6F6xe .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-AGpbvCGHIOL6F6xe .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-AGpbvCGHIOL6F6xe .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-AGpbvCGHIOL6F6xe .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-AGpbvCGHIOL6F6xe .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-AGpbvCGHIOL6F6xe .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-AGpbvCGHIOL6F6xe .marker{fill:#333333;stroke:#333333;}#mermaid-svg-AGpbvCGHIOL6F6xe .marker.cross{stroke:#333333;}#mermaid-svg-AGpbvCGHIOL6F6xe svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-AGpbvCGHIOL6F6xe .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-AGpbvCGHIOL6F6xe .cluster-label text{fill:#333;}#mermaid-svg-AGpbvCGHIOL6F6xe .cluster-label span{color:#333;}#mermaid-svg-AGpbvCGHIOL6F6xe .label text,#mermaid-svg-AGpbvCGHIOL6F6xe span{fill:#333;color:#333;}#mermaid-svg-AGpbvCGHIOL6F6xe .node rect,#mermaid-svg-AGpbvCGHIOL6F6xe .node circle,#mermaid-svg-AGpbvCGHIOL6F6xe .node ellipse,#mermaid-svg-AGpbvCGHIOL6F6xe .node polygon,#mermaid-svg-AGpbvCGHIOL6F6xe .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-AGpbvCGHIOL6F6xe .node .label{text-align:center;}#mermaid-svg-AGpbvCGHIOL6F6xe .node.clickable{cursor:pointer;}#mermaid-svg-AGpbvCGHIOL6F6xe .arrowheadPath{fill:#333333;}#mermaid-svg-AGpbvCGHIOL6F6xe .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-AGpbvCGHIOL6F6xe .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-AGpbvCGHIOL6F6xe .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-AGpbvCGHIOL6F6xe .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-AGpbvCGHIOL6F6xe .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-AGpbvCGHIOL6F6xe .cluster text{fill:#333;}#mermaid-svg-AGpbvCGHIOL6F6xe .cluster span{color:#333;}#mermaid-svg-AGpbvCGHIOL6F6xe div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-AGpbvCGHIOL6F6xe :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-User-NLU\" class=\"edgeLabel L-LS-User&#039; L-LE-NLU\"><\/span><\/p>\n<p>         <span id=\"L-L-NLU-KB\" class=\"edgeLabel L-LS-NLU&#039; L-LE-KB\"><\/span><\/p>\n<p>         <span id=\"L-L-KB-DM\" class=\"edgeLabel L-LS-KB&#039; L-LE-DM\"><\/span><\/p>\n<p>         <span id=\"L-L-DM-Response\" class=\"edgeLabel L-LS-DM&#039; L-LE-Response\"><\/span><\/p>\n<p>          \u7528\u6237\u8f93\u5165<\/p>\n<p>          \u610f\u56fe\u8bc6\u522b<\/p>\n<p>          \u77e5\u8bc6\u5e93\u68c0\u7d22<\/p>\n<p>          \u5bf9\u8bdd\u7ba1\u7406<\/p>\n<p>          \u591aAgent\u54cd\u5e94<\/p>\n<p>\u6027\u80fd\u8c03\u4f18\u6280\u5de7<\/p>\n<ul>\n<li>\u4f7f\u7528coze debug flow\u547d\u4ee4\u8ddf\u8e2a\u5bf9\u8bdd\u8def\u5f84<\/li>\n<li>\u8bbe\u7f6e\u610f\u56fe\u8bc6\u522b\u9608\u503c&#xff08;\u5efa\u8bae0.75-0.9\u533a\u95f4&#xff09;<\/li>\n<\/ul>\n<hr \/>\n<h4>3.2 \u81ea\u52a8\u5316\u62a5\u544a\u751f\u6210\u5b9e\u8df5<\/h4>\n<h5>\u5b8c\u6574\u5de5\u4f5c\u6d41\u793a\u4f8b<\/h5>\n<p><span class=\"token comment\"># \u6570\u636e\u6e05\u6d17\u2192\u5206\u6790\u2192\u53ef\u89c6\u5316\u5168\u6d41\u7a0b<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">generate_report<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    raw_data <span class=\"token operator\">&#061;<\/span> fetch_industry_data<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    cleaned <span class=\"token operator\">&#061;<\/span> clean_data<span class=\"token punctuation\">(<\/span>raw_data<span class=\"token punctuation\">)<\/span><br \/>\n    insights <span class=\"token operator\">&#061;<\/span> analyze_trends<span class=\"token punctuation\">(<\/span>cleaned<span class=\"token punctuation\">)<\/span><br \/>\n    plot_charts<span class=\"token punctuation\">(<\/span>insights<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> generate_pdf<span class=\"token punctuation\">(<\/span>insights<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u6269\u5c55\u529f\u80fd&#xff1a;\u96c6\u6210ECharts\u5b9e\u73b0\u52a8\u6001\u53ef\u89c6\u5316\u56fe\u8868&#xff0c;\u652f\u6301HTML\/PDF\u53cc\u683c\u5f0f\u5bfc\u51fa<\/p>\n<hr \/>\n<h3>\u56db\u3001\u884c\u4e1a\u843d\u5730\u6df1\u5ea6\u89e3\u6790<\/h3>\n<h4>4.1 \u91d1\u878d\u98ce\u63a7\u7cfb\u7edf\u6280\u672f\u6808<\/h4>\n<p>  #mermaid-svg-TGztFFIuIa9ftcTT {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-TGztFFIuIa9ftcTT .error-icon{fill:#552222;}#mermaid-svg-TGztFFIuIa9ftcTT .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-TGztFFIuIa9ftcTT .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-TGztFFIuIa9ftcTT .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-TGztFFIuIa9ftcTT .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-TGztFFIuIa9ftcTT .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-TGztFFIuIa9ftcTT .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-TGztFFIuIa9ftcTT .marker{fill:#333333;stroke:#333333;}#mermaid-svg-TGztFFIuIa9ftcTT .marker.cross{stroke:#333333;}#mermaid-svg-TGztFFIuIa9ftcTT svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-TGztFFIuIa9ftcTT .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-TGztFFIuIa9ftcTT .cluster-label text{fill:#333;}#mermaid-svg-TGztFFIuIa9ftcTT .cluster-label span{color:#333;}#mermaid-svg-TGztFFIuIa9ftcTT .label text,#mermaid-svg-TGztFFIuIa9ftcTT span{fill:#333;color:#333;}#mermaid-svg-TGztFFIuIa9ftcTT .node rect,#mermaid-svg-TGztFFIuIa9ftcTT .node circle,#mermaid-svg-TGztFFIuIa9ftcTT .node ellipse,#mermaid-svg-TGztFFIuIa9ftcTT .node polygon,#mermaid-svg-TGztFFIuIa9ftcTT .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-TGztFFIuIa9ftcTT .node .label{text-align:center;}#mermaid-svg-TGztFFIuIa9ftcTT .node.clickable{cursor:pointer;}#mermaid-svg-TGztFFIuIa9ftcTT .arrowheadPath{fill:#333333;}#mermaid-svg-TGztFFIuIa9ftcTT .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-TGztFFIuIa9ftcTT .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-TGztFFIuIa9ftcTT .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-TGztFFIuIa9ftcTT .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-TGztFFIuIa9ftcTT .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-TGztFFIuIa9ftcTT .cluster text{fill:#333;}#mermaid-svg-TGztFFIuIa9ftcTT .cluster span{color:#333;}#mermaid-svg-TGztFFIuIa9ftcTT div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-TGztFFIuIa9ftcTT :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span id=\"L-L-DataIngestion-FeatureEngineering\" class=\"edgeLabel L-LS-DataIngestion&#039; L-LE-FeatureEngineering\"><\/span><\/p>\n<p>         <span id=\"L-L-FeatureEngineering-ModelInference\" class=\"edgeLabel L-LS-FeatureEngineering&#039; L-LE-ModelInference\"><\/span><\/p>\n<p>         <span id=\"L-L-ModelInference-SGX\" class=\"edgeLabel L-LS-ModelInference&#039; L-LE-SGX\"><\/span><\/p>\n<p>         <span id=\"L-L-SGX-DecisionEngine\" class=\"edgeLabel L-LS-SGX&#039; L-LE-DecisionEngine\"><\/span><\/p>\n<p>          \u591a\u6a21\u6001\u6570\u636e<\/p>\n<p>          FeatureEngineering<\/p>\n<p>          ModelInference<\/p>\n<p>          Intel SGX\u52a0\u5bc6<\/p>\n<p>          DecisionEngine<\/p>\n<ul>\n<li>\u6027\u80fd\u6307\u6807&#xff1a;\u572810\u4e07\u5e76\u53d1\u4e0b\u5b9e\u73b0&lt;800ms\u54cd\u5e94&#xff0c;\u51c6\u786e\u7387\u63d0\u5347\u81f392%<\/li>\n<li>\u5b89\u5168\u673a\u5236&#xff1a;\u901a\u8fc7\u786c\u4ef6\u7ea7TEE\u73af\u5883\u4fdd\u969c\u654f\u611f\u6570\u636e\u5904\u7406\u5b89\u5168<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e94\u3001\u4e91\u539f\u751f\u6280\u672f\u6574\u5408<\/h3>\n<h4>5.1 Kubernetes\u90e8\u7f72\u6700\u4f73\u5b9e\u8df5<\/h4>\n<h5>\u6838\u5fc3\u7ec4\u4ef6\u90e8\u7f72\u6e05\u5355<\/h5>\n<p><span class=\"token comment\"># coze-deployment.yaml<\/span><br \/>\n<span class=\"token key atrule\">apiVersion<\/span><span class=\"token punctuation\">:<\/span> apps\/v1<br \/>\n<span class=\"token key atrule\">kind<\/span><span class=\"token punctuation\">:<\/span> Deployment<br \/>\n<span class=\"token key atrule\">metadata<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> coze<span class=\"token punctuation\">&#8211;<\/span>studio<br \/>\n<span class=\"token key atrule\">spec<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">replicas<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">5<\/span><br \/>\n  <span class=\"token key atrule\">strategy<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> RollingUpdate<br \/>\n    <span class=\"token key atrule\">maxSurge<\/span><span class=\"token punctuation\">:<\/span> 25%<\/p>\n<p>\u8fd0\u7ef4\u63d0\u793a<\/p>\n<ul>\n<li>\u4f7f\u7528HPA\u5b9e\u73b0\u81ea\u52a8\u6269\u7f29\u5bb9&#xff1a; kubectl autoscale deployment coze-studio &#8211;cpu-percent&#061;60 &#8211;min&#061;3 &#8211;max&#061;10<\/li>\n<li>\u901a\u8fc7Prometheus\u76d1\u63a7\u63d2\u4ef6\u8c03\u7528\u6b21\u6570<\/li>\n<\/ul>\n<hr \/>\n<h3>\u516d\u3001\u5f00\u53d1\u5b9e\u8df5\u4e0e\u751f\u6001\u5efa\u8bbe<\/h3>\n<h4>6.1 \u5feb\u901f\u4e0a\u624b\u6307\u5357<\/h4>\n<h5>\u73af\u5883\u51c6\u5907checklist<\/h5>\n<ul>\n<li class=\"task-list-item\"> Docker 20.10&#043; \u5b89\u88c5<\/li>\n<li class=\"task-list-item\"> Kubernetes\u96c6\u7fa4&#xff08;\u5efa\u8bae1.25&#043;&#xff09;<\/li>\n<li class=\"task-list-item\"> \u6a21\u578bAPI\u5bc6\u94a5\u914d\u7f6e&#xff08;\u63a8\u8350\u4f7f\u7528Vault\u7ba1\u7406&#xff09;<\/li>\n<li class=\"task-list-item\"> \u5b89\u88c5CLI\u5de5\u5177&#xff1a;pip install coze-cli<\/li>\n<\/ul>\n<p><span class=\"token comment\"># \u4e00\u952e\u90e8\u7f72\u547d\u4ee4<\/span><br \/>\ncoze deploy &#8211;env prod &#8211;with-monitoring<\/p>\n<hr \/>\n<h3>\u4e03\u3001\u672a\u6765\u6280\u672f\u6f14\u8fdb<\/h3>\n<h4>7.1 \u67b6\u6784\u5347\u7ea7\u8def\u7ebf\u56fe<\/h4>\n<p>  #mermaid-svg-mEcFmJIx9mqi6NPX {font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-mEcFmJIx9mqi6NPX .error-icon{fill:#552222;}#mermaid-svg-mEcFmJIx9mqi6NPX .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-mEcFmJIx9mqi6NPX .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-mEcFmJIx9mqi6NPX .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-mEcFmJIx9mqi6NPX .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-mEcFmJIx9mqi6NPX .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-mEcFmJIx9mqi6NPX .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-mEcFmJIx9mqi6NPX .marker{fill:#333333;stroke:#333333;}#mermaid-svg-mEcFmJIx9mqi6NPX 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