{"id":25083,"date":"2025-03-18T09:57:25","date_gmt":"2025-03-18T01:57:25","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=25083"},"modified":"2025-03-18T09:57:25","modified_gmt":"2025-03-18T01:57:25","slug":"%e5%ae%9e%e6%88%98%e6%94%bb%e7%95%a5%ef%bc%9a%e4%bd%bf%e7%94%a8kubemq%e7%ae%80%e5%8c%96%e5%a4%9allm%e9%9b%86%e6%88%90%e6%b5%81%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/03\/18\/25083\/","title":{"rendered":"\u5b9e\u6218\u653b\u7565\uff1a\u4f7f\u7528KubeMQ\u7b80\u5316\u591aLLM\u96c6\u6210\u6d41\u7a0b"},"content":{"rendered":"<div class=\"article-desc\">\u5c06\u591a\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u96c6\u6210\u81f3\u5e94\u7528\u7a0b\u5e8f\u5f53\u4e2d\u5f80\u5f80\u662f\u9879\u8270\u5de8\u7684\u6311\u6218\uff0c\u5404\u7c7b\u4e0d\u540cAPI\u53ca\u901a\u4fe1\u534f\u8bae\u7684\u534f\u540c\u5904\u7406\uff0c\u4ee5\u53ca\u5982\u4f55\u786e\u4fdd\u8bf7\u6c42\u8def\u7531\u7684\u590d\u6742\u6027\u96be\u9898\u5f80\u5f80\u4ee4\u4eba\u671b\u800c\u751f\u754f\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p>&nbsp;<\/p>\n<p>\u5c06\u591a\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u96c6\u6210\u81f3\u5e94\u7528\u7a0b\u5e8f\u5f53\u4e2d\u5f80\u5f80\u662f\u9879\u8270\u5de8\u7684\u6311\u6218\uff0c\u5404\u7c7b\u4e0d\u540cAPI\u53ca\u901a\u4fe1\u534f\u8bae\u7684\u534f\u540c\u5904\u7406\uff0c\u4ee5\u53ca\u5982\u4f55\u786e\u4fdd\u8bf7\u6c42\u8def\u7531\u7684\u590d\u6742\u6027\u96be\u9898\u5f80\u5f80\u4ee4\u4eba\u671b\u800c\u751f\u754f\u3002<\/p>\n<p><img data-dominant-color=\"589cb7\" data-has-transparency=\"false\" style=\"--dominant-color: #589cb7;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-25085\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/03\/a6648e36168d5efca606808a9933dcdc2e5ab6-300x200-1.jpg\" width=\"300\" height=\"200\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/03\/a6648e36168d5efca606808a9933dcdc2e5ab6-300x200-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/03\/a6648e36168d5efca606808a9933dcdc2e5ab6-300x200-1-150x100.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>\u597d\u5728\u53ef\u4ee5\u4f7f\u7528\u6d88\u606f\u4ee3\u7406\u4e0e\u8def\u7531\u673a\u5236\u66f4\u4f18\u96c5\u5730\u89e3\u51b3\u6b64\u7c7b\u95ee\u9898\uff0c\u5728\u89e3\u51b3\u75db\u70b9\u7684\u540c\u65f6\u5b9e\u73b0\u591a\u4e2a\u5173\u952e\u4f18\u52bf\u3002<\/p>\n<p>\u672c\u6587\u5c06\u5411\u5927\u5bb6\u4ecb\u7ecd\u5177\u4f53\u64cd\u4f5c\u6b65\u9aa4\u3002\u8fd9\u91cc\u4ee5KubeMQ\u4e3a\u4f8b\uff0c\u914d\u5408\u4ee3\u7801\u793a\u4f8b\u6765\u6307\u5bfc\u5927\u5bb6\u9010\u6b65\u5efa\u7acb\u4e00\u5957\u53ef\u4e0eOpenAI\u53caAnthropic Claude\u4ea4\u4e92\u7684\u8def\u7531\u4f53\u7cfb\u3002<\/p>\n<h2>\u4f7f\u7528\u6d88\u606f\u4ee3\u7406\u4f5c\u4e3a\u5927\u6a21\u578b\u8def\u7531\u5de5\u5177\u7684\u4e3b\u8981\u4f18\u52bf<\/h2>\n<h3>1. \u7b80\u5316\u96c6\u6210<\/h3>\n<p>\u901a\u8fc7\u4f7f\u7528\u6d88\u606f\u4ee3\u7406\u4f5c\u4e3a\u8def\u7531\u673a\u5236\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u4e0d\u540c\u5927\u6a21\u578bAPI\u4ea4\u4e92\u6240\u6d89\u53ca\u7684\u590d\u6742\u6027\u62bd\u8c61\u51fa\u6765\uff0c\u4ece\u800c\u7b80\u5316\u5ba2\u6237\u7aef\u4ee3\u7801\u5e76\u964d\u4f4e\u51fa\u9519\u51e0\u7387\u3002<\/p>\n<h3>2. \u591a\u6a21\u578b\u7528\u4f8b<\/h3>\n<p>\u6d88\u606f\u4ee3\u7406\u80fd\u591f\u5b9e\u73b0\u591a\u6a21\u578b\u6216\u4e13\u95e8\u7528\u4e8e\u4e0d\u540c\u4efb\u52a1\u7684\u6a21\u578b\u95f4\u7684\u901a\u4fe1\uff08\u5982\u4e00\u4e2a\u6a21\u578b\u7528\u4e8e\u6458\u8981\uff0c\u53e6\u4e00\u6a21\u578b\u7528\u4e8e\u60c5\u7eea\u5206\u6790\uff09\u3002\u5176\u53ef\u4ee5\u786e\u4fdd\u8bf7\u6c42\u88ab\u6709\u6548\u8def\u7531\u81f3\u9002\u5f53\u6a21\u578b\uff0c\u4f7f\u5f97\u5e94\u7528\u7a0b\u5e8f\u80fd\u591f\u5229\u7528\u5404\u6a21\u578b\u7684\u4f18\u52bf\u4e14\u65e0\u9700\u989d\u5916\u5f00\u9500\u3002<\/p>\n<h3>3. \u6279\u5904\u7406\u4e0e\u5927\u89c4\u6a21\u63a8\u7406<\/h3>\n<p>\u5bf9\u4e8e\u9700\u8981\u6279\u5904\u7406\u6216\u5927\u89c4\u6a21\u63a8\u7406\u4efb\u52a1\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u6d88\u606f\u4ee3\u7406\u901a\u8fc7\u5728\u5927\u6a21\u578b\u7e41\u5fd9\u6216\u4e0d\u53ef\u7528\u65f6\u5efa\u7acb\u8bf7\u6c42\u961f\u5217\uff0c\u4ece\u800c\u5b9e\u73b0\u5f02\u6b65\u5904\u7406\u3002\u8fd9\u5c06\u786e\u4fdd\u4e0d\u4f1a\u4e22\u5931\u4efb\u4f55\u6570\u636e\u6216\u8bf7\u6c42\uff0c\u5373\u4f7f\u662f\u5728\u7e41\u91cd\u7684\u5de5\u4f5c\u8d1f\u8f7d\u4e0b\u4e5f\u80fd\u63d0\u4f9b\u53ef\u9760\u7684\u5904\u7406\u54cd\u5e94\u3002<\/p>\n<h3>4. \u5197\u4f59\u4e0e\u56de\u9000\u4fdd\u8bc1<\/h3>\n<p>\u5bf9\u4e8e\u7279\u522b\u5173\u6ce8\u6b63\u5e38\u8fd0\u884c\u65f6\u95f4\u7684\u7528\u4f8b\uff0c\u6d88\u606f\u4ee3\u7406\u53ef\u786e\u4fdd\u65e0\u7f1d\u56de\u9000\u81f3\u66ff\u4ee3\u73af\u5883\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4e0e\u63d0\u4f9bOpenAI\u6a21\u578b\u7684\u67d0\u5bb6\u4e91\u670d\u52a1\u5546\u53d1\u751f\u8fde\u63a5\u5931\u8d25\uff0cKubeMQ\u53ef\u81ea\u52a8\u5207\u6362\u81f3\u53e6\u4e00\u670d\u52a1\u5546\u3002\u8fd9\u6837\u7684\u5197\u4f59\u8bbe\u8ba1\u4fdd\u8bc1AI\u4e0d\u95f4\u65ad\u64cd\u4f5c\uff0c\u6709\u52a9\u4e8e\u589e\u5f3a\u670d\u52a1\u53ef\u9760\u6027\u4e0e\u5ba2\u6237\u6ee1\u610f\u5ea6\u3002<\/p>\n<h3>5. \u5904\u7406\u9ad8\u6d41\u91cf\u5e94\u7528\u7a0b\u5e8f<\/h3>\n<p>\u6d88\u606f\u4ee3\u7406\u80fd\u591f\u5c06\u4f20\u5165\u7684\u8bf7\u6c42\u5206\u53d1\u81f3\u591a\u4e2a\u5927\u6a21\u578b\u5b9e\u4f8b\u6216\u526f\u672c\uff0c\u9632\u6b62\u8fc7\u8f7d\u5e76\u786e\u4fdd\u5e73\u8861\u8fd0\u884c\u3002\u8fd9\u79cd\u8d1f\u8f7d\u5747\u8861\u8bbe\u8ba1\u5bf9\u4e8e\u9ad8\u6d41\u91cf\u5e94\u7528\u7a0b\u5e8f\u81f3\u5173\u91cd\u8981\uff0c\u53ef\u4f7f\u5176\u5728\u4e0d\u5f71\u54cd\u6027\u80fd\u7684\u524d\u63d0\u4e0b\u6709\u6548\u6269\u5c55\u3002<\/p>\n<h2>\u4f7f\u7528KubeMQ\u5efa\u7acb\u5927\u6a21\u578b\u8def\u7531\u673a\u5236\uff1a\u96c6\u6210OpenAI\u4e0eClaude<\/h2>\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u5c06\u5206\u6b65\u4e86\u89e3\u5982\u4f55\u4f7f\u7528KubeMQ\u8bbe\u7f6e\u80fd\u591f\u4e0eOpenAI\u548cAnthropic Claude\u4ea4\u4e92\u7684\u8def\u7531\u673a\u5236\u3002<\/p>\n<p>\u5168\u90e8\u793a\u4f8b\u4ee3\u7801\u5747\u4fdd\u5b58\u5728KubeMQ\u7684GitHub\u00a0repo\u5f53\u4e2d\uff08<u>https:\/\/github.com\/kubemq-io\/kubemq-llm-router<\/u>\uff09\u3002<\/p>\n<h3>\u51c6\u5907\u5de5\u4f5c<\/h3>\n<p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u8bf7\u786e\u4fdd\u4f60\u5df2\u5b89\u88c5\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<ul data-id=\"u738a58b-Z9HFI1mE\">\n<li data-id=\"ld70c578-U5UHLm2e\">Python 3.7\u6216\u66f4\u9ad8\u7248\u672c\u3002<\/li>\n<li data-id=\"ld70c578-4UML9iUl\">\u672c\u5730\u5b89\u88c5Docker\u3002<\/li>\n<li data-id=\"ld70c578-SePMWKME\">\u62e5\u6709\u6709\u6548\u7684OpenAI\u548cAnthropic\u00a0API\u5bc6\u94a5\u3002<\/li>\n<li data-id=\"ld70c578-LpmIfdag\">KubeMQ\u4ee4\u724c\uff08\u53ef\u4eceKubeMQ\u5b98\u7f51\u5904\u83b7\u53d6\uff09\u3002<\/li>\n<li data-id=\"ld70c578-Ban50KK4\">kubemq-cq Python\u5305\uff1a<\/li>\n<\/ul>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">Plain Text\r\npip install kubemq-cq<\/code><\/pre>\n<ul id=\"code_id_0\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<ul data-id=\"u738a58b-MAjNMSW1\">\n<li data-id=\"ld70c578-lDK5tALX\">.env\u6587\u4ef6\u4e2d\u5305\u542b\u4f60\u7684AIP\u5bc6\u94a5\uff1a<\/li>\n<\/ul>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">Plain Text\r\nOPENAI_API_KEY=your_openai_api_key\r\nANTHROPIC_API_KEY=your_anthropic_api_key<\/code><\/pre>\n<ul id=\"code_id_1\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3>\u8bbe\u7f6eKubeMQ<\/h3>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u786e\u4fddKubeMQ\u80fd\u591f\u6b63\u5e38\u8fd0\u884c\u3002\u8fd9\u91cc\u4f7f\u7528Docker\u8fdb\u884c\u90e8\u7f72\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-shell\" tabindex=\"0\"><code class=\"language-shell\">Shell\r\n<span class=\"token function\">docker<\/span> run -d --rm <span class=\"token punctuation\">\\<\/span>\r\n -p <span class=\"token number\">8080<\/span>:8080 <span class=\"token punctuation\">\\<\/span>\r\n -p <span class=\"token number\">50000<\/span>:50000 <span class=\"token punctuation\">\\<\/span>\r\n -p <span class=\"token number\">9090<\/span>:9090 <span class=\"token punctuation\">\\<\/span>\r\n -e <span class=\"token assign-left variable\">KUBEMQ_TOKEN<\/span><span class=\"token operator\">=<\/span><span class=\"token string\">\"your_token\"<\/span> <span class=\"token punctuation\">\\<\/span>\r\n kubemq\/kubemq-community:latest<\/code><\/pre>\n<ul id=\"code_id_2\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u7aef\u53e3\u8bf4\u660e\uff1a<\/p>\n<ul data-id=\"u738a58b-2COo8835\">\n<li data-id=\"ld70c578-ebZ6KFgp\"><strong>8080<\/strong>\u00a0\u2013\u00a0\u516c\u5f00KubeMQ REST API<\/li>\n<li data-id=\"ld70c578-j0pV0V7l\"><strong>50000<\/strong>\u00a0\u2013\u00a0\u6253\u5f00 gRPC\u7aef\u53e3\u4ee5\u8fdb\u884c\u5b9e\u65bd\u610f\u89c1-\u670d\u52a1\u5668\u901a\u4fe1<\/li>\n<li data-id=\"ld70c578-13haTq0B\"><strong>9090<\/strong>\u00a0\u2013\u00a0\u516c\u5f00KubeMQ REST\u7f51\u5173<\/li>\n<\/ul>\n<p><strong>\u6ce8\u610f<\/strong>:\u00a0\u5c06\u00a0your_token\u90e8\u5206\u66ff\u6362\u4e3a\u4f60\u7684\u771f\u5b9eKubeMQ\u4ee4\u724c\u3002<\/p>\n<h3>\u521b\u5efa\u5927\u6a21\u578b\u8def\u7531\u670d\u52a1\u5668<\/h3>\n<p>\u5927\u6a21\u578b\u8def\u7531\u5c06\u5145\u5f53\u5ba2\u6237\u7aef\u4e0e\u5927\u6a21\u578b\u4e4b\u95f4\u7684\u4e2d\u4ecb\uff0c\u8d1f\u8d23\u76d1\u542c\u7279\u5b9a\u6e20\u9053\u7684\u67e5\u8be2\u5e76\u5c06\u5176\u8def\u7531\u81f3\u9002\u5f53\u7684\u5927\u6a21\u578b\u3002<\/p>\n<h4>server.py<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_3\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-python\" tabindex=\"0\"><code class=\"language-python\">Python\r\n<span class=\"token keyword\">import<\/span> time\r\n<span class=\"token keyword\">from<\/span> kubemq<span class=\"token punctuation\">.<\/span>cq <span class=\"token keyword\">import<\/span> Client<span class=\"token punctuation\">,<\/span> QueryMessageReceived<span class=\"token punctuation\">,<\/span> QueryResponseMessage<span class=\"token punctuation\">,<\/span> QueriesSubscription<span class=\"token punctuation\">,<\/span> CancellationToken\r\n<span class=\"token keyword\">from<\/span> langchain<span class=\"token punctuation\">.<\/span>chat_models <span class=\"token keyword\">import<\/span> ChatOpenAI\r\n<span class=\"token keyword\">from<\/span> langchain<span class=\"token punctuation\">.<\/span>llms <span class=\"token keyword\">import<\/span> Anthropic\r\n<span class=\"token keyword\">import<\/span> os\r\n<span class=\"token keyword\">from<\/span> dotenv <span class=\"token keyword\">import<\/span> load_dotenv\r\n<span class=\"token keyword\">import<\/span> threading\r\n\r\nload_dotenv<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">LLMRouter<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n self<span class=\"token punctuation\">.<\/span>openai_llm <span class=\"token operator\">=<\/span> ChatOpenAI<span class=\"token punctuation\">(<\/span>\r\n api_key<span class=\"token operator\">=<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"OPENAI_API_KEY\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>\r\n model_name<span class=\"token operator\">=<\/span><span class=\"token string\">\"gpt-3.5-turbo\"<\/span>\r\n <span class=\"token punctuation\">)<\/span>\r\n self<span class=\"token punctuation\">.<\/span>claude_llm <span class=\"token operator\">=<\/span> Anthropic<span class=\"token punctuation\">(<\/span>\r\n api_key<span class=\"token operator\">=<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">\"ANTHROPIC_API_KEY\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>\r\n model<span class=\"token operator\">=<\/span><span class=\"token string\">\"claude-3\"<\/span>\r\n <span class=\"token punctuation\">)<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client <span class=\"token operator\">=<\/span> Client<span class=\"token punctuation\">(<\/span>address<span class=\"token operator\">=<\/span><span class=\"token string\">\"localhost:50000\"<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_openai_query<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">:<\/span> QueryMessageReceived<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span>\r\n message <span class=\"token operator\">=<\/span> request<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">.<\/span>decode<span class=\"token punctuation\">(<\/span><span class=\"token string\">'utf-8'<\/span><span class=\"token punctuation\">)<\/span>\r\n result <span class=\"token operator\">=<\/span> self<span class=\"token punctuation\">.<\/span>openai_llm<span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span>\r\n response <span class=\"token operator\">=<\/span> QueryResponseMessage<span class=\"token punctuation\">(<\/span>\r\n query_received<span class=\"token operator\">=<\/span>request<span class=\"token punctuation\">,<\/span>\r\n is_executed<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span>\r\n body<span class=\"token operator\">=<\/span>result<span class=\"token punctuation\">.<\/span>encode<span class=\"token punctuation\">(<\/span><span class=\"token string\">'utf-8'<\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token punctuation\">)<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>send_response_message<span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>send_response_message<span class=\"token punctuation\">(<\/span>QueryResponseMessage<span class=\"token punctuation\">(<\/span>\r\n query_received<span class=\"token operator\">=<\/span>request<span class=\"token punctuation\">,<\/span>\r\n is_executed<span class=\"token operator\">=<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span>\r\n error<span class=\"token operator\">=<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span>\r\n <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_claude_query<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">:<\/span> QueryMessageReceived<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span>\r\n message <span class=\"token operator\">=<\/span> request<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">.<\/span>decode<span class=\"token punctuation\">(<\/span><span class=\"token string\">'utf-8'<\/span><span class=\"token punctuation\">)<\/span>\r\n result <span class=\"token operator\">=<\/span> self<span class=\"token punctuation\">.<\/span>claude_llm<span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span>\r\n response <span class=\"token operator\">=<\/span> QueryResponseMessage<span class=\"token punctuation\">(<\/span>\r\n query_received<span class=\"token operator\">=<\/span>request<span class=\"token punctuation\">,<\/span>\r\n is_executed<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span>\r\n body<span class=\"token operator\">=<\/span>result<span class=\"token punctuation\">.<\/span>encode<span class=\"token punctuation\">(<\/span><span class=\"token string\">'utf-8'<\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token punctuation\">)<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>send_response_message<span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>send_response_message<span class=\"token punctuation\">(<\/span>QueryResponseMessage<span class=\"token punctuation\">(<\/span>\r\n query_received<span class=\"token operator\">=<\/span>request<span class=\"token punctuation\">,<\/span>\r\n is_executed<span class=\"token operator\">=<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span>\r\n error<span class=\"token operator\">=<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span>\r\n <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">run<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">on_error<\/span><span class=\"token punctuation\">(<\/span>err<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"Error: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>err<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">subscribe_openai<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>subscribe_to_queries<span class=\"token punctuation\">(<\/span>\r\n subscription<span class=\"token operator\">=<\/span>QueriesSubscription<span class=\"token punctuation\">(<\/span>\r\n channel<span class=\"token operator\">=<\/span><span class=\"token string\">\"openai_requests\"<\/span><span class=\"token punctuation\">,<\/span>\r\n on_receive_query_callback<span class=\"token operator\">=<\/span>self<span class=\"token punctuation\">.<\/span>handle_openai_query<span class=\"token punctuation\">,<\/span>\r\n on_error_callback<span class=\"token operator\">=<\/span>on_error<span class=\"token punctuation\">,<\/span>\r\n <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>\r\n cancel<span class=\"token operator\">=<\/span>CancellationToken<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token punctuation\">)<\/span>\r\n\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">subscribe_claude<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>subscribe_to_queries<span class=\"token punctuation\">(<\/span>\r\n subscription<span class=\"token operator\">=<\/span>QueriesSubscription<span class=\"token punctuation\">(<\/span>\r\n channel<span class=\"token operator\">=<\/span><span class=\"token string\">\"claude_requests\"<\/span><span class=\"token punctuation\">,<\/span>\r\n on_receive_query_callback<span class=\"token operator\">=<\/span>self<span class=\"token punctuation\">.<\/span>handle_claude_query<span class=\"token punctuation\">,<\/span>\r\n on_error_callback<span class=\"token operator\">=<\/span>on_error<span class=\"token punctuation\">,<\/span>\r\n <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>\r\n cancel<span class=\"token operator\">=<\/span>CancellationToken<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token punctuation\">)<\/span>\r\n\r\n threading<span class=\"token punctuation\">.<\/span>Thread<span class=\"token punctuation\">(<\/span>target<span class=\"token operator\">=<\/span>subscribe_openai<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>start<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\r\n threading<span class=\"token punctuation\">.<\/span>Thread<span class=\"token punctuation\">(<\/span>target<span class=\"token operator\">=<\/span>subscribe_claude<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>start<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"LLM Router running on channels: openai_requests, claude_requests\"<\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span>\r\n time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">except<\/span> KeyboardInterrupt<span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"Shutting down...\"<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n<span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">==<\/span> <span class=\"token string\">\"__main__\"<\/span><span class=\"token punctuation\">:<\/span>\r\n router <span class=\"token operator\">=<\/span> LLMRouter<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\r\n router<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/code><\/pre>\n<ul id=\"code_id_3\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<li>32.<\/li>\n<li>33.<\/li>\n<li>34.<\/li>\n<li>35.<\/li>\n<li>36.<\/li>\n<li>37.<\/li>\n<li>38.<\/li>\n<li>39.<\/li>\n<li>40.<\/li>\n<li>41.<\/li>\n<li>42.<\/li>\n<li>43.<\/li>\n<li>44.<\/li>\n<li>45.<\/li>\n<li>46.<\/li>\n<li>47.<\/li>\n<li>48.<\/li>\n<li>49.<\/li>\n<li>50.<\/li>\n<li>51.<\/li>\n<li>52.<\/li>\n<li>53.<\/li>\n<li>54.<\/li>\n<li>55.<\/li>\n<li>56.<\/li>\n<li>57.<\/li>\n<li>58.<\/li>\n<li>59.<\/li>\n<li>60.<\/li>\n<li>61.<\/li>\n<li>62.<\/li>\n<li>63.<\/li>\n<li>64.<\/li>\n<li>65.<\/li>\n<li>66.<\/li>\n<li>67.<\/li>\n<li>68.<\/li>\n<li>69.<\/li>\n<li>70.<\/li>\n<li>71.<\/li>\n<li>72.<\/li>\n<li>73.<\/li>\n<li>74.<\/li>\n<li>75.<\/li>\n<li>76.<\/li>\n<li>77.<\/li>\n<li>78.<\/li>\n<li>79.<\/li>\n<li>80.<\/li>\n<li>81.<\/li>\n<li>82.<\/li>\n<li>83.<\/li>\n<li>84.<\/li>\n<li>85.<\/li>\n<li>86.<\/li>\n<li>87.<\/li>\n<li>88.<\/li>\n<li>89.<\/li>\n<li>90.<\/li>\n<li>91.<\/li>\n<li>92.<\/li>\n<li>93.<\/li>\n<li>94.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul data-id=\"u738a58b-kPgcOLfG\">\n<li data-id=\"ld70c578-UFqbcJdR\"><strong>\u521d\u59cb\u5316\u3002<\/strong><\/li>\n<\/ul>\n<p>A.\u4e3aAPI\u5bc6\u94a5\u52a0\u8f7d\u73af\u5883\u53d8\u91cf\u3002<\/p>\n<p>B.\u521d\u59cb\u5316OpenAI\u548cAnthropic\u5927\u6a21\u578b\u7684\u5ba2\u6237\u7aef\u3002<\/p>\n<p>C.\u8bbe\u7f6eKubeMQ\u5ba2\u6237\u7aef\u3002<\/p>\n<ul data-id=\"u738a58b-GWTVhREA\">\n<li data-id=\"ld70c578-Ws5NRRjd\"><strong>\u5904\u7406\u67e5\u8be2\u3002<\/strong><\/li>\n<\/ul>\n<p>A.handle_openai_query\u548c handle_claude_query\u8d1f\u8d23\u89e3\u7801\u4f20\u5165\u6d88\u606f\uff0c\u5c06\u5176\u4f20\u9012\u7ed9\u76f8\u5e94\u5927\u6a21\u578b\uff0c\u800c\u540e\u53d1\u56de\u54cd\u5e94\u3002<\/p>\n<p>B.\u6355\u6349\u9519\u8bef\u5e76\u5c06 is_executed \u6807\u8bb0\u8bbe\u7f6e\u4e3a False\u3002<\/p>\n<ul data-id=\"u738a58b-ScaMZssc\">\n<li data-id=\"ld70c578-dnBkCrmK\"><strong>\u8ba2\u9605\u3002<\/strong><\/li>\n<\/ul>\n<p>A.\u6b64\u8def\u7531\u5c06\u8ba2\u9605\u4e24\u4e2a\u5c0f\u9053\uff1aopenai_requests \u548c claude_requests\u3002<\/p>\n<p>B.\u4f7f\u7528\u7ebf\u7a0b\u5e76\u884c\u5904\u7406\u8ba2\u9605\u3002<\/p>\n<ul data-id=\"u738a58b-KReIXK7Y\">\n<li data-id=\"ld70c578-6PP3UZyx\"><strong>\u8fd0\u884c\u670d\u52a1\u5668\u3002<\/strong><\/li>\n<\/ul>\n<p>A.run\u65b9\u6cd5\u542f\u52a8\u8ba2\u9605\u5e76\u4fdd\u6301\u670d\u52a1\u5668\u8fd0\u884c\uff0c\u76f4\u81f3\u4e2d\u65ad\u3002<\/p>\n<h3>\u5f00\u53d1\u5927\u6a21\u578b\u5ba2\u6237\u7aef<\/h3>\n<p>\u5ba2\u6237\u7aef\u5411\u5927\u6a21\u578b\u8def\u7531\u53d1\u9001\u67e5\u8be2\uff0c\u6307\u5b9a\u8981\u4f7f\u7528\u7684\u6a21\u578b\u3002<\/p>\n<h4>client.py<\/h4>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_4\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-python\" tabindex=\"0\"><code class=\"language-python\">Python\r\n<span class=\"token keyword\">from<\/span> kubemq<span class=\"token punctuation\">.<\/span>cq <span class=\"token keyword\">import<\/span> Client<span class=\"token punctuation\">,<\/span> QueryMessage\r\n<span class=\"token keyword\">import<\/span> json\r\n\r\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">LLMClient<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> address<span class=\"token operator\">=<\/span><span class=\"token string\">\"localhost:50000\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n self<span class=\"token punctuation\">.<\/span>client <span class=\"token operator\">=<\/span> Client<span class=\"token punctuation\">(<\/span>address<span class=\"token operator\">=<\/span>address<span class=\"token punctuation\">)<\/span>\r\n\r\n <span class=\"token keyword\">def<\/span> <span class=\"token function\">send_message<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> message<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> model<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">:<\/span>\r\n channel <span class=\"token operator\">=<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f\"<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>model<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">_requests\"<\/span><\/span>\r\n response <span class=\"token operator\">=<\/span> self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>send_query_request<span class=\"token punctuation\">(<\/span>QueryMessage<span class=\"token punctuation\">(<\/span>\r\n channel<span class=\"token operator\">=<\/span>channel<span class=\"token punctuation\">,<\/span>\r\n body<span class=\"token operator\">=<\/span>message<span class=\"token punctuation\">.<\/span>encode<span class=\"token punctuation\">(<\/span><span class=\"token string\">'utf-8'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>\r\n timeout_in_seconds<span class=\"token operator\">=<\/span><span class=\"token number\">30<\/span>\r\n <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">if<\/span> response<span class=\"token punctuation\">.<\/span>is_error<span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">\"error\"<\/span><span class=\"token punctuation\">:<\/span> response<span class=\"token punctuation\">.<\/span>error<span class=\"token punctuation\">}<\/span>\r\n <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">\"response\"<\/span><span class=\"token punctuation\">:<\/span> response<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">.<\/span>decode<span class=\"token punctuation\">(<\/span><span class=\"token string\">'utf-8'<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">==<\/span> <span class=\"token string\">\"__main__\"<\/span><span class=\"token punctuation\">:<\/span>\r\n client <span class=\"token operator\">=<\/span> LLMClient<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\r\n models <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">\"openai\"<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"claude\"<\/span><span class=\"token punctuation\">]<\/span>\r\n message <span class=\"token operator\">=<\/span> <span class=\"token builtin\">input<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"Enter your message: \"<\/span><span class=\"token punctuation\">)<\/span>\r\n model <span class=\"token operator\">=<\/span> <span class=\"token builtin\">input<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"Choose model (<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token string\">'\/'<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span>models<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">): \"<\/span><\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">if<\/span> model <span class=\"token keyword\">in<\/span> models<span class=\"token punctuation\">:<\/span>\r\n response <span class=\"token operator\">=<\/span> client<span class=\"token punctuation\">.<\/span>send_message<span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">,<\/span> model<span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">if<\/span> <span class=\"token string\">\"error\"<\/span> <span class=\"token keyword\">in<\/span> response<span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"Error: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>response<span class=\"token punctuation\">[<\/span><span class=\"token string\">'error'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"Response: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>response<span class=\"token punctuation\">[<\/span><span class=\"token string\">'response'<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\r\n <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\r\n <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"Invalid model selected\"<\/span><span class=\"token punctuation\">)<\/span><\/code><\/pre>\n<ul id=\"code_id_4\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<li>9.<\/li>\n<li>10.<\/li>\n<li>11.<\/li>\n<li>12.<\/li>\n<li>13.<\/li>\n<li>14.<\/li>\n<li>15.<\/li>\n<li>16.<\/li>\n<li>17.<\/li>\n<li>18.<\/li>\n<li>19.<\/li>\n<li>20.<\/li>\n<li>21.<\/li>\n<li>22.<\/li>\n<li>23.<\/li>\n<li>24.<\/li>\n<li>25.<\/li>\n<li>26.<\/li>\n<li>27.<\/li>\n<li>28.<\/li>\n<li>29.<\/li>\n<li>30.<\/li>\n<li>31.<\/li>\n<li>32.<\/li>\n<li>33.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8bf4\u660e\uff1a<\/p>\n<ul data-id=\"u738a58b-OHvoqYhY\">\n<li data-id=\"ld70c578-W3j7HKtV\"><strong>\u521d\u59cb\u5316\u3002<\/strong><\/li>\n<\/ul>\n<p>A.\u8bbe\u7f6eKubeMQ\u5ba2\u6237\u7aef\u3002<\/p>\n<ul data-id=\"u738a58b-k0GMasRD\">\n<li data-id=\"ld70c578-b0fKvQOZ\"><strong>\u53d1\u9001\u6d88\u606f\u3002<\/strong><\/li>\n<\/ul>\n<p>A.send_message \u65b9\u6cd5\u6839\u636e\u6240\u9009\u6a21\u578b\u6784\u5efa\u9002\u5f53\u901a\u9053\u3002<\/p>\n<p>B.\u5411\u8def\u7531\u53d1\u9001\u67e5\u8be2\u6d88\u606f\u5e76\u7b49\u5f85\u54cd\u5e94\u3002<\/p>\n<p>C.\u5904\u7406\u9519\u8bef\u5e76\u89e3\u7801\u54cd\u5e94\u4e3b\u4f53\u3002<\/p>\n<ul data-id=\"u738a58b-Sj3wg76f\">\n<li data-id=\"ld70c578-PsSNCNPR\"><strong>\u7528\u6237\u4ea4\u4e92\u3002<\/strong><\/li>\n<\/ul>\n<p>A.\u63d0\u793a\u7528\u6237\u8f93\u5165\u6d88\u606f\u5e76\u9009\u62e9\u6a21\u578b\u3002<\/p>\n<p>B.\u4ece\u5927\u6a21\u578b\u5904\u8f93\u51fa\u54cd\u5e94\u3002<\/p>\n<h3><span class=\"\">\u901a\u8fc7REST\u53d1\u9001\u548c\u63a5\u6536<\/span><\/h3>\n<p>\u5bf9\u4e8e\u503e\u5411\u6216\u9700\u8981RESTful\u901a\u4fe1\u7684\u670d\u52a1\u6216\u5ba2\u6237\u7aef\uff0cKubeMQ\u4ea6\u53ef\u63d0\u4f9bREST\u7aef\u70b9\u3002<\/p>\n<h4>\u901a\u8fc7REST\u53d1\u9001\u8bf7\u6c42<\/h4>\n<p>\u7aef\u70b9\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_5\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">Plain Text\r\nPOST http:\/\/localhost:9090\/send\/request<\/code><\/pre>\n<ul id=\"code_id_5\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u6807\u5934\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_6\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">Plain Text\r\nContent-Type: application\/json<\/code><\/pre>\n<ul id=\"code_id_6\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u5b9e\u4f53\uff1a<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\"><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_7\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">JSON\r\n{\r\n \"RequestTypeData\": 2,\r\n \"ClientID\": \"LLMRouter-sender\",\r\n \"Channel\": \"openai_requests\",\r\n \"BodyString\": \"What is the capital of France?\",\r\n \"Timeout\": 30000\r\n}<\/code><\/pre>\n<ul id=\"code_id_7\" class=\"pre-numbering\">\n<li>1.<\/li>\n<li>2.<\/li>\n<li>3.<\/li>\n<li>4.<\/li>\n<li>5.<\/li>\n<li>6.<\/li>\n<li>7.<\/li>\n<li>8.<\/li>\n<\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u8d1f\u8f7d\u7ec6\u8282\uff1a<\/p>\n<ul data-id=\"u738a58b-MsNN3xGz\">\n<li data-id=\"ld70c578-yELyqMay\">RequestTypeData\u00a0\u2013\u00a0\u6307\u5b9a\u8bf7\u6c42\u7c7b\u578b\uff08\u67e5\u8be2\u4e3a2\uff09\u3002<\/li>\n<li data-id=\"ld70c578-OZMKfBMr\">ClientID\u00a0\u2013\u00a0\u53d1\u9001\u8bf7\u6c42\u7684\u5ba2\u6237\u7aef\u6807\u8bc6\u7b26\u3002<\/li>\n<li data-id=\"ld70c578-Ti1I7I9E\">Channel\u00a0\u2013\u00a0\u4e0e\u5927\u6a21\u578b(openai_requests\u6216claude_requests)\u5bf9\u5e94\u7684\u901a\u9053\u3002<\/li>\n<li data-id=\"ld70c578-PtRkfGyh\">BodyString\u00a0\u2013\u00a0\u8981\u53d1\u9001\u81f3\u5927\u6a21\u578b\u7684\u6d88\u606f\u3002<\/li>\n<li data-id=\"ld70c578-4VpdK8JT\">Timeout\u00a0\u2013\u00a0\u7b49\u5f85\u54cd\u5e94\u7684\u65f6\u95f4\uff08\u5355\u4f4d\u4e3a\u6beb\u79d2\uff09\u3002<\/li>\n<\/ul>\n<h4>\u63a5\u6536\u54cd\u5e94<\/h4>\n<p>\u54cd\u5e94\u662f\u4e00\u4e2a\u5305\u542b\u5927\u6a21\u578b\u8f93\u51fa\u6216\u9519\u8bef\u6d88\u606f\u7684JSON\u5bf9\u8c61\u3002<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u5728\u6d88\u606f\u4ee3\u7406\uff08KubeMQ\uff09\u7684\u5e2e\u52a9\u4e0b\uff0c\u6211\u4eec\u5efa\u7acb\u8d77\u53ef\u6269\u5c55\u4e14\u9ad8\u6548\u7684\u8def\u7531\u673a\u5236\uff0c\u80fd\u591f\u4e0e\u591a\u4e2a\u5927\u6a21\u578b\u8fdb\u884c\u4ea4\u4e92\u3002\u6b64\u8bbe\u7f6e\u5141\u8bb8\u5ba2\u6237\u7aef\u65e0\u7f1d\u5411\u4e0d\u540c\u6a21\u578b\u53d1\u9001\u67e5\u8be2\uff0c\u5e76\u53ef\u6269\u5c55\u4ee5\u5f15\u5165\u66f4\u591a\u6a21\u578b\u6216\u529f\u80fd\u3002<\/p>\n<p>\u8fd9\u79cd\u65b9\u6cd5\u7684\u597d\u5904\u5305\u62ec\uff1a<\/p>\n<ol data-id=\"o9d5df12-hENhkilF\">\n<li data-id=\"ld70c578-dp41QWKT\"><strong>\u7b80\u5316\u96c6\u6210\u3002<\/strong>\u5927\u5bb6\u53ef\u4ee5\u5c06\u4e0e\u4e0d\u540c\u5927\u6a21\u578bAPI\u4ea4\u4e92\u4e0e\u6d89\u53ca\u7684\u590d\u6742\u6027\u62bd\u8c61\u51fa\u6765\uff0c\u7b80\u5316\u5ba2\u6237\u7aef\u4ee3\u7801\u5e76\u964d\u4f4e\u51fa\u9519\u51e0\u7387\u3002<\/li>\n<li data-id=\"ld70c578-uSU4mIDn\"><strong>\u591a\u6a21\u578b\u652f\u6301\u3002<\/strong>\u6709\u6548\u5c06\u8bf7\u6c42\u8def\u7531\u81f3\u4e13\u95e8\u7528\u4e8e\u4e0d\u540c\u4efb\u52a1\u7684\u9002\u5f53\u6a21\u578b\u3002<\/li>\n<li data-id=\"ld70c578-qoXg9Dlk\"><strong>\u53ef\u9760\u6027\u3002<\/strong>\u786e\u4fdd\u5728\u5927\u6a21\u578b\u7e41\u5fd9\u6216\u4e0d\u53ef\u7528\u65f6\uff0c\u6570\u636e\u4e0d\u81f4\u4e22\u5931\u3002<\/li>\n<li data-id=\"ld70c578-LmH3MUlz\"><strong>\u5197\u4f59\u3002<\/strong>\u63d0\u4f9b\u540e\u5907\u673a\u5236\u4ee5\u4fdd\u6301\u4e0d\u95f4\u65ad\u64cd\u4f5c\u3002<\/li>\n<li data-id=\"ld70c578-tlkkFErH\"><strong>\u53ef\u6269\u5c55\u6027\u3002<\/strong>\u901a\u8fc7\u5728\u591a\u4e2a\u5927\u6a21\u578b\u5b9e\u4f8b\u95f4\u5206\u914d\u8bf7\u6c42\u4ee5\u5e94\u5bf9\u9ad8\u6d41\u91cf\u9700\u6c42\u3002<\/li>\n<\/ol>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_25083\" class=\"pvc_stats total_only  \" data-element-id=\"25083\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5c06\u591a\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u96c6\u6210\u81f3\u5e94\u7528\u7a0b\u5e8f\u5f53\u4e2d\u5f80\u5f80\u662f\u9879\u8270\u5de8\u7684\u6311\u6218\uff0c\u5404\u7c7b\u4e0d\u540cAPI\u53ca\u901a\u4fe1\u534f\u8bae\u7684\u534f\u540c\u5904\u7406\uff0c\u4ee5\u53ca\u5982\u4f55\u786e\u4fdd\u8bf7\u6c42\u8def\u7531 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_25083\" class=\"pvc_stats total_only  \" data-element-id=\"25083\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":25085,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,23,20,80],"tags":[1609,919,968],"class_list":["post-25083","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-23","category-20","category-80","tag-kubemq","tag-openai","tag-968"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/25083","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=25083"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/25083\/revisions"}],"predecessor-version":[{"id":25086,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/25083\/revisions\/25086"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/25085"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=25083"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=25083"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=25083"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}