{"id":2920,"date":"2026-06-09T15:45:59","date_gmt":"2026-06-09T12:45:59","guid":{"rendered":"https:\/\/shareai.now\/?p=2920"},"modified":"2026-06-09T15:46:02","modified_gmt":"2026-06-09T12:46:02","slug":"llm%e8%bf%bd%e8%b8%aaai%e7%bd%91%e5%85%b3","status":"publish","type":"post","link":"https:\/\/shareai.now\/zh\/%e5%8d%9a%e5%ae%a2\/%e5%bc%80%e5%8f%91%e8%80%85\/llm%e8%bf%bd%e8%b8%aaai%e7%bd%91%e5%85%b3\/","title":{"rendered":"AI\u7f51\u5173\u4e2d\u7684LLM\u8ffd\u8e2a\uff1a\u67e5\u770b\u6bcf\u6b21\u6a21\u578b\u8c03\u7528"},"content":{"rendered":"<p>\u5f53\u6a21\u578b\u6d41\u91cf\u901a\u8fc7\u4e00\u4e2a\u7f51\u5173\u5c42\u8fd0\u884c\u65f6\uff0cLLM\u8ffd\u8e2a\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002\u4e0e\u5176\u8981\u6c42\u6bcf\u4e2a\u4ea7\u54c1\u56e2\u961f\u56f4\u7ed5\u6bcf\u4e2a\u63d0\u793a\u3001\u5de5\u5177\u8c03\u7528\u3001\u91cd\u8bd5\u548c\u63d0\u4f9b\u8005\u54cd\u5e94\u6dfb\u52a0\u81ea\u5b9a\u4e49\u65e5\u5fd7\u8bb0\u5f55\uff0c\u4e0d\u5982\u8ba9\u7f51\u5173\u6210\u4e3a\u6d4b\u91cfAI\u6d3b\u52a8\u7684\u4e00\u81f4\u6027\u573a\u6240\u3002.<\/p>\n\n\n\n<p>\u4e00\u65e6\u5e94\u7528\u7a0b\u5e8f\u8d85\u8d8a\u7b80\u5355\u7684\u539f\u578b\u9636\u6bb5\uff0c\u8fd9\u4e00\u70b9\u5c31\u53d8\u5f97\u91cd\u8981\u4e86\u3002\u4e00\u4e2a\u751f\u4ea7\u7ea7AI\u529f\u80fd\u53ef\u80fd\u4f1a\u8c03\u7528\u591a\u4e2a\u6a21\u578b\uff0c\u4f7f\u7528\u56de\u9000\u8def\u5f84\uff0c\u8c03\u7528\u5de5\u5177\uff0c\u8fd0\u884c\u540e\u53f0\u4efb\u52a1\uff0c\u5e76\u4e3a\u8bb8\u591a\u5177\u6709\u4e0d\u540c\u4f7f\u7528\u6a21\u5f0f\u7684\u5ba2\u6237\u63d0\u4f9b\u670d\u52a1\u3002\u5982\u679c\u6ca1\u6709\u7ed3\u6784\u5316\u7684\u8ffd\u8e2a\uff0c\u56e2\u961f\u53ea\u80fd\u731c\u6d4b\u4e3a\u4ec0\u4e48\u54cd\u5e94\u4f1a\u6162\u3001\u6602\u8d35\u3001\u8d28\u91cf\u4f4e\u6216\u96be\u4ee5\u91cd\u73b0\u3002.<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u5df2\u7ecf\u4f7f\u7528\u6216\u8bc4\u4f30\u7f51\u5173\u67b6\u6784\u7684\u56e2\u961f\u6765\u8bf4\uff0cLLM\u8ffd\u8e2a\u662f\u65e9\u671f\u8bbe\u8ba1\u7684\u4e0b\u4e00\u4e2a\u64cd\u4f5c\u4e60\u60ef\u3002 <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=llm-tracing-ai-gateway\">AI API<\/a> \u5bf9\u4e8e\u5df2\u7ecf\u4f7f\u7528\u6216\u8bc4\u4f30\u7f51\u5173\u67b6\u6784\u7684\u56e2\u961f\u6765\u8bf4\uff0cLLM\u8ffd\u8e2a\u662f\u65e9\u671f\u8bbe\u8ba1\u7684\u4e0b\u4e00\u4e2a\u64cd\u4f5c\u4e60\u60ef\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">LLM\u8ffd\u8e2a\u5e94\u8be5\u6355\u83b7\u4ec0\u4e48<\/h2>\n\n\n\n<p>\u4e00\u4e2a\u6709\u7528\u7684\u8ffd\u8e2a\u4e0d\u4ec5\u4ec5\u662f\u539f\u59cb\u7684\u63d0\u793a\u548c\u54cd\u5e94\u3002\u5b83\u5e94\u8be5\u89e3\u91ca\u4ece\u5e94\u7528\u7a0b\u5e8f\u53d1\u9001AI\u8bf7\u6c42\u5230\u7528\u6237\u6536\u5230\u7b54\u6848\u671f\u95f4\u53d1\u751f\u4e86\u4ec0\u4e48\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u54ea\u4e2a\u6a21\u578b\u548c\u63d0\u4f9b\u8005\u5904\u7406\u4e86\u8bf7\u6c42<\/li>\n\n\n\n<li>\u8bf7\u6c42\u4ece\u5934\u5230\u5c3e\u82b1\u8d39\u4e86\u591a\u957f\u65f6\u95f4<\/li>\n\n\n\n<li>\u4f7f\u7528\u4e86\u591a\u5c11\u8f93\u5165\u548c\u8f93\u51fa\u4ee4\u724c<\/li>\n\n\n\n<li>\u662f\u5426\u6d89\u53ca\u8def\u7531\u3001\u56de\u9000\u3001\u91cd\u8bd5\u6216\u901f\u7387\u9650\u5236<\/li>\n\n\n\n<li>\u54ea\u4e2a\u5e94\u7528\u7a0b\u5e8f\u3001\u7528\u6237\u3001\u5de5\u4f5c\u7a7a\u95f4\u6216\u529f\u80fd\u751f\u6210\u4e86\u8c03\u7528<\/li>\n\n\n\n<li>\u54ea\u4e9b\u5de5\u5177\u8c03\u7528\u3001\u4ee3\u7406\u6b65\u9aa4\u6216\u4e0b\u6e38\u7cfb\u7edf\u662f\u4f1a\u8bdd\u7684\u4e00\u90e8\u5206<\/li>\n\n\n\n<li>\u8f93\u51fa\u662f\u5426\u901a\u8fc7\u4e86\u8bc4\u4f30\u3001\u5ba1\u6838\u6216\u8d28\u91cf\u68c0\u67e5<\/li>\n<\/ul>\n\n\n\n<p>\u76ee\u6807\u4e0d\u662f\u6c38\u8fdc\u5b58\u50a8\u6240\u6709\u5185\u5bb9\u3002\u76ee\u6807\u662f\u4f7f\u751f\u4ea7\u7ea7AI\u884c\u4e3a\u8db3\u591f\u53ef\u89e3\u91ca\uff0c\u4ee5\u4fbf\u5de5\u7a0b\u3001\u4ea7\u54c1\u548c\u652f\u6301\u56e2\u961f\u80fd\u591f\u8c03\u8bd5\u771f\u5b9e\u4e8b\u4ef6\uff0c\u800c\u65e0\u9700\u624b\u52a8\u91cd\u5efa\u65f6\u95f4\u7ebf\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48\u7f51\u5173\u662f\u6700\u4f73\u7684\u8d77\u70b9<\/h2>\n\n\n\n<p>\u5e94\u7528\u7ea7\u8ffd\u8e2a\u53ef\u4ee5\u9002\u7528\u4e8e\u5355\u4e2a\u5e94\u7528\u7a0b\u5e8f\u3002\u5f53\u6d89\u53ca\u591a\u4e2a\u5e94\u7528\u7a0b\u5e8f\u3001\u56e2\u961f\u3001\u6a21\u578b\u548c\u63d0\u4f9b\u5546\u65f6\uff0c\u60c5\u51b5\u4f1a\u53d8\u5f97\u590d\u6742\u3002\u6bcf\u4e2a\u56e2\u961f\u53ef\u80fd\u8bb0\u5f55\u4e0d\u540c\u7684\u5b57\u6bb5\uff0c\u4f7f\u7528\u4e0d\u540c\u7684\u547d\u540d\u7ea6\u5b9a\uff0c\u6216\u8005\u5728\u622a\u6b62\u65e5\u671f\u7d27\u8feb\u65f6\u5b8c\u5168\u8df3\u8fc7\u8ffd\u8e2a\u3002.<\/p>\n\n\n\n<p>\u7f51\u5173\u4e3a\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6a21\u578b\u6d41\u91cf\u7684\u7edf\u4e00\u5165\u53e3\u3002\u8fd9\u4e2a\u4e2d\u5fc3\u5c42\u53ef\u4ee5\u5728\u6570\u636e\u6d41\u5165\u53ef\u89c2\u5bdf\u6027\u6216\u8bc4\u4f30\u7cfb\u7edf\u4e4b\u524d\uff0c\u89c4\u8303\u5316\u8bf7\u6c42\u5143\u6570\u636e\u3001\u4f7f\u7528\u6570\u636e\u3001\u63d0\u4f9b\u5546\u54cd\u5e94\u548c\u8def\u7531\u51b3\u7b56\u3002.<\/p>\n\n\n\n<p>\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48 LLM \u8ffd\u8e2a\u81ea\u7136\u9002\u5408\u4e0e\u66f4\u5e7f\u6cdb\u7684\u7f51\u5173\u51b3\u7b56\u5e76\u5217\u3002\u4e00\u4e2a\u56e2\u961f\u5728\u8be2\u95ee <a href=\"https:\/\/shareai.now\/zh\/%e5%8d%9a%e5%ae%a2\/%e4%b8%ba%e4%bb%80%e4%b9%88%e4%bd%bf%e7%94%a8llm-gateway\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=llm-tracing-ai-gateway\">\u4e3a\u4ec0\u4e48\u5e94\u8be5\u4f7f\u7528 LLM \u7f51\u5173<\/a> \u901a\u5e38\u662f\u5728\u8be2\u95ee\u5173\u4e8e\u6a21\u578b\u8bbf\u95ee\u3001\u8def\u7531\u3001\u6545\u969c\u8f6c\u79fb\u3001\u6210\u672c\u63a7\u5236\u548c\u6cbb\u7406\u7684\u95ee\u9898\u3002\u8ffd\u8e2a\u5c06\u8fd9\u4e9b\u7f51\u5173\u51b3\u7b56\u8f6c\u5316\u4e3a\u56e2\u961f\u53ef\u4ee5\u7a0d\u540e\u68c0\u67e5\u7684\u8bc1\u636e\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI \u7f51\u5173\u4e0a\u7684 LLM 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class=\"wp-block-heading\">\u5728\u6709\u5e2e\u52a9\u7684\u5730\u65b9\u4f7f\u7528\u6807\u51c6<\/h2>\n\n\n\n<p>\u5982\u679c\u5df2\u6709\u6807\u51c6\u4fe1\u53f7\u6709\u6548\uff0c\u56e2\u961f\u65e0\u9700\u53d1\u660e\u79c1\u6709\u8ffd\u8e2a\u683c\u5f0f\u3002. <a href=\"https:\/\/opentelemetry.io\/docs\/concepts\/signals\/traces\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=llm-tracing-ai-gateway\">OpenTelemetry \u8ffd\u8e2a<\/a> \u88ab\u8bbe\u8ba1\u4e3a\u4ee5\u8fde\u63a5\u7684\u8de8\u5ea6\u8868\u793a\u5de5\u4f5c\uff0c\u8fd9\u4f7f\u5176\u975e\u5e38\u9002\u5408\u901a\u8fc7\u591a\u4e2a\u670d\u52a1\u7684\u590d\u6742 AI \u8bf7\u6c42\u3002.<\/p>\n\n\n\n<p>\u5bf9\u4e8e AI 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