{"id":106,"date":"2026-09-12T02:14:23","date_gmt":"2026-09-12T02:14:23","guid":{"rendered":"https:\/\/ntokenx.com\/blog\/index.php\/2026\/09\/12\/databricks-ai-gateway-2\/"},"modified":"2026-09-12T02:14:23","modified_gmt":"2026-09-12T02:14:23","slug":"databricks-ai-gateway-2","status":"publish","type":"post","link":"https:\/\/ntokenx.com\/blog\/index.php\/2026\/09\/12\/databricks-ai-gateway-2\/","title":{"rendered":"databricks ai gateway\uff1a\u63a5\u5165\u3001\u6a21\u578b\u8def\u7531\u4e0e\u4f01\u4e1a\u6cbb\u7406\u6307\u5357"},"content":{"rendered":"<p><em>\u4f5c\u8005\uff1anTokenX\uff5c\u53d1\u5e03\u65e5\u671f\uff1a2026\u5e749\u670812\u65e5\uff5c\u66f4\u65b0\u65e5\u671f\uff1a2026\u5e749\u670812\u65e5<\/em><\/p>\n<p>databricks ai gateway \u662f Databricks \u4e3a\u4f01\u4e1a\u63d0\u4f9b\u7684\u6a21\u578b\u8bbf\u95ee\u3001\u8def\u7531\u3001\u6743\u9650\u63a7\u5236\u548c\u4f7f\u7528\u5ba1\u8ba1\u5c42\u3002\u5982\u4eca\u5b98\u65b9\u6587\u6863\u91cd\u70b9\u4f7f\u7528 <strong>Unity Gateway<\/strong> \u8fd9\u4e00\u65b0\u4e00\u4ee3\u540d\u79f0\uff0c\u5b83\u4e0e Unity Catalog\u3001Model Serving \u548c MLflow \u5171\u540c\u6784\u6210\u4f01\u4e1a\u7ea7\u751f\u6210\u5f0f AI \u7684\u8fd0\u884c\u57fa\u7840\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/ntokenx.com\/blog\/wp-content\/uploads\/2026\/09\/backend-2053-1.jpg\" alt=\"databricks ai gateway \u4f01\u4e1a\u6a21\u578b\u8def\u7531\u4e0e\u6cbb\u7406\u67b6\u6784\u56fe\" style=\"max-width:100%;height:auto;\"><\/figure>\n<h2>\u4ec0\u4e48\u662f Databricks AI Gateway\uff1f<\/h2>\n<p><strong>Databricks AI Gateway \u662f\u8fde\u63a5\u5e94\u7528\u3001\u6a21\u578b\u548c\u4f01\u4e1a\u6cbb\u7406\u89c4\u5219\u7684\u7edf\u4e00\u63a7\u5236\u5e73\u9762<\/strong>\u3002\u5b83\u53ef\u4ee5\u628a Databricks \u6258\u7ba1\u6a21\u578b\u3001\u5916\u90e8\u6a21\u578b\u670d\u52a1\u4ee5\u53ca\u90e8\u5206\u667a\u80fd\u4f53\u548c MCP \u670d\u52a1\u7eb3\u5165\u7edf\u4e00\u7684\u8bbf\u95ee\u3001\u9650\u6d41\u3001\u6210\u672c\u548c\u5ba1\u8ba1\u4f53\u7cfb\u3002<\/p>\n<p>\u9700\u8981\u6ce8\u610f\u540d\u79f0\u53d8\u5316\uff1a<\/p>\n<ul>\n<li>\u65e7\u7248 AI Gateway \u4e3b\u8981\u56f4\u7ed5 Model Serving \u7aef\u70b9\u63d0\u4f9b\u6743\u9650\u3001\u9650\u6d41\u3001\u65e5\u5fd7\u3001Guardrails\u3001\u6d41\u91cf\u62c6\u5206\u548c\u6545\u969c\u8f6c\u79fb\u3002<\/li>\n<li>\u65b0\u7248 Unity Gateway \u5c06\u6cbb\u7406\u8303\u56f4\u6269\u5c55\u5230\u6a21\u578b\u670d\u52a1\u3001\u5916\u90e8\u6a21\u578b\u3001\u7f16\u7801\u4ee3\u7406\u548c MCP \u670d\u52a1\u3002<\/li>\n<li>Unity Catalog \u8d1f\u8d23\u7ba1\u7406\u6a21\u578b\u3001\u51fd\u6570\u3001MCP \u670d\u52a1\u7b49 AI \u8d44\u4ea7\uff1bUnity Gateway \u8d1f\u8d23\u7ba1\u7406\u8fd0\u884c\u4e2d\u7684\u8bf7\u6c42\u6d41\u91cf\u3002<\/li>\n<\/ul>\n<p>Databricks \u5b98\u65b9\u5c06\u6cbb\u7406\u62c6\u6210\u4e09\u4e2a\u7ef4\u5ea6\uff1a<strong>\u8d44\u4ea7\u6cbb\u7406\u3001\u6d41\u91cf\u6cbb\u7406\u548c\u884c\u4e3a\u6cbb\u7406<\/strong>\u3002\u8fd9\u6bd4\u5355\u7eaf\u628a\u7f51\u5173\u7406\u89e3\u6210 API \u4ee3\u7406\u66f4\u51c6\u786e\u3002<\/p>\n<h2>Databricks AI Gateway \u5982\u4f55\u63a5\u5165\u6a21\u578b\uff1f<\/h2>\n<p>Databricks \u7684\u6838\u5fc3\u62bd\u8c61\u4e0d\u662f\u8ba9\u6bcf\u4e2a\u5e94\u7528\u76f4\u63a5\u7ed1\u5b9a\u6a21\u578b\u5382\u5546\uff0c\u800c\u662f\u521b\u5efa\u4e00\u4e2a <strong>Model Service\uff08\u6a21\u578b\u670d\u52a1\uff09<\/strong>\u3002\u5e94\u7528\u8c03\u7528\u6a21\u578b\u670d\u52a1\u7684\u5b8c\u6574\u9650\u5b9a\u540d\u79f0\uff0cUnity Gateway \u518d\u6839\u636e\u914d\u7f6e\u628a\u8bf7\u6c42\u8def\u7531\u5230\u4e00\u4e2a\u6216\u591a\u4e2a\u76ee\u6807\u3002<\/p>\n<p>\u6a21\u578b\u670d\u52a1\u53ef\u4ee5\u8fde\u63a5\uff1a<\/p>\n<ol>\n<li>Databricks \u6309 Token \u8ba1\u8d39\u7684\u57fa\u7840\u6a21\u578b\uff1b<\/li>\n<li>Databricks Provisioned Throughput \u6a21\u578b\uff1b<\/li>\n<li>\u901a\u8fc7 Model Provider Service \u63a5\u5165\u7684\u5916\u90e8\u6a21\u578b\uff1b<\/li>\n<li>\u540c\u4e00\u4e2a\u670d\u52a1\u4e2d\u7684\u591a\u4e2a\u76ee\u6807\uff0c\u7528\u4e8e\u6d41\u91cf\u62c6\u5206\u6216\u6545\u969c\u8f6c\u79fb\u3002<\/li>\n<\/ol>\n<p>\u6839\u636e <a href=\"https:\/\/docs.databricks.com\/api\/ai-gateway\/v1\/model-service\">Databricks Model Service API \u6587\u6863<\/a>\uff0c\u4e00\u4e2a\u6a21\u578b\u670d\u52a1\u6700\u591a\u53ef\u914d\u7f6e <strong>10 \u4e2a\u4e3b\u8981\u8def\u7531\u76ee\u6807<\/strong>\uff0c\u5907\u7528\u8def\u7531\u6700\u591a <strong>5 \u4e2a<\/strong>\u3002\u591a\u4e2a\u4e3b\u8981\u76ee\u6807\u53ef\u4ee5\u6309\u767e\u5206\u6bd4\u5206\u914d\u6d41\u91cf\uff0c\u5907\u7528\u76ee\u6807\u5219\u6309\u7167\u987a\u5e8f\u5728\u4e3b\u8981\u76ee\u6807\u5931\u8d25\u540e\u5c1d\u8bd5\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u4f01\u4e1a\u53ef\u4ee5\u628a\u5e94\u7528\u4e0e\u5177\u4f53\u6a21\u578b\u540d\u79f0\u89e3\u8026\u3002\u4f8b\u5982\uff0c\u4e1a\u52a1\u7cfb\u7edf\u53ea\u8c03\u7528 <code>customer-support-model<\/code>\uff0c\u5e73\u53f0\u56e2\u961f\u53ef\u4ee5\u5728\u540e\u53f0\u8c03\u6574\u6a21\u578b\u7248\u672c\u3001\u63d0\u4f9b\u5546\u6216\u5907\u7528\u8def\u5f84\uff0c\u800c\u4e0d\u5fc5\u4fee\u6539\u6240\u6709\u4e1a\u52a1\u4ee3\u7801\u3002<\/p>\n<h2>\u6a21\u578b\u8def\u7531\u5e94\u5982\u4f55\u8bbe\u8ba1\uff1f<\/h2>\n<p>\u6a21\u578b\u8def\u7531\u4e0d\u5e94\u53ea\u6309\u201c\u54ea\u4e2a\u6a21\u578b\u66f4\u5f3a\u201d\u51b3\u5b9a\uff0c\u800c\u5e94\u540c\u65f6\u8003\u8651\u4efb\u52a1\u7c7b\u578b\u3001\u6570\u636e\u654f\u611f\u5ea6\u3001\u5ef6\u8fdf\u8981\u6c42\u548c\u9884\u7b97\u8fb9\u754c\u3002\u5b9e\u8df5\u4e2d\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u7684\u56db\u5c42\u5224\u65ad\u6846\u67b6\uff1a<\/p>\n<div style=\"overflow-x:auto;\">\n<table style=\"width:100%;border-collapse:collapse;margin:1.5em 0;font-size:0.95em;\">\n<thead>\n<tr>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u8def\u7531\u5c42<\/th>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u5173\u952e\u95ee\u9898<\/th>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u5e38\u89c1\u7b56\u7565<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u4efb\u52a1\u5c42<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u8bf7\u6c42\u5c5e\u4e8e\u4ec0\u4e48\u4e1a\u52a1\u4efb\u52a1\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u5206\u7c7b\u3001\u6458\u8981\u3001\u4ee3\u7801\u3001\u63a8\u7406\u5206\u522b\u4f7f\u7528\u4e0d\u540c\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u6570\u636e\u5c42<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u8f93\u5165\u662f\u5426\u5305\u542b\u654f\u611f\u6570\u636e\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u654f\u611f\u6570\u636e\u4f18\u5148\u8fdb\u5165\u53d7\u63a7\u6a21\u578b\u6216\u5148\u505a\u8131\u654f<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u8fd0\u884c\u5c42<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u662f\u5426\u8981\u6c42\u4f4e\u5ef6\u8fdf\u548c\u9ad8\u53ef\u7528\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u4e3b\u8def\u7531\u914d\u5408\u5907\u7528\u6a21\u578b\u548c\u9650\u6d41<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u7ecf\u8425\u5c42<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u8c01\u5728\u4f7f\u7528\u3001\u6d88\u8017\u591a\u5c11\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u6309\u56e2\u961f\u3001\u5e94\u7528\u3001\u6807\u7b7e\u8bbe\u7f6e\u9884\u7b97\u548c\u4f7f\u7528\u8ffd\u8e2a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u8fd9\u4e2a\u6846\u67b6\u7684\u72ec\u7279\u4ef7\u503c\u5728\u4e8e\uff1a<strong>\u5148\u5b9a\u4e49\u8def\u7531\u51b3\u7b56\u6761\u4ef6\uff0c\u518d\u9009\u62e9\u6a21\u578b<\/strong>\u3002\u5982\u679c\u53ea\u914d\u7f6e\u6a21\u578b\u540d\u79f0\uff0c\u800c\u6ca1\u6709\u5b9a\u4e49\u6570\u636e\u7b49\u7ea7\u3001\u5931\u8d25\u5904\u7406\u548c\u9884\u7b97\u8d23\u4efb\u4eba\uff0c\u540e\u7eed\u5f88\u5bb9\u6613\u5f62\u6210\u65b0\u7684\u6a21\u578b\u5b64\u5c9b\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/ntokenx.com\/blog\/wp-content\/uploads\/2026\/09\/backend-2053-2.jpg\" alt=\"Unity Gateway \u6a21\u578b\u670d\u52a1\u3001\u5916\u90e8\u6a21\u578b\u4e0e\u5907\u7528\u8def\u7531\u793a\u610f\u56fe\" style=\"max-width:100%;height:auto;\"><\/figure>\n<h2>\u6743\u9650\u6cbb\u7406\u548c\u6570\u636e\u5b89\u5168\u600e\u4e48\u505a\uff1f<\/h2>\n<p>Databricks \u7684\u4f18\u52bf\u4e0d\u53ea\u662f\u7edf\u4e00\u8f6c\u53d1\uff0c\u800c\u662f\u5c06\u6a21\u578b\u670d\u52a1\u7eb3\u5165 Unity Catalog \u7684\u5bf9\u8c61\u6743\u9650\u4f53\u7cfb\u3002\u6a21\u578b\u670d\u52a1\u4f4d\u4e8e Catalog \u548c Schema \u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e0e\u8868\u3001\u51fd\u6570\u76f8\u8fd1\u7684\u6388\u6743\u65b9\u5f0f\u8fdb\u884c\u7ba1\u7406\u3002<\/p>\n<p>\u5e38\u7528\u6743\u9650\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><code>USE CATALOG<\/code>\uff1a\u8bbf\u95ee\u6240\u5728\u76ee\u5f55\uff1b<\/li>\n<li><code>USE SCHEMA<\/code>\uff1a\u8bbf\u95ee\u6240\u5728 Schema\uff1b<\/li>\n<li><code>CREATE SERVICE<\/code>\uff1a\u521b\u5efa\u6a21\u578b\u670d\u52a1\uff1b<\/li>\n<li><code>EXECUTE<\/code>\uff1a\u8c03\u7528\u6a21\u578b\u670d\u52a1\uff1b<\/li>\n<li><code>MANAGE<\/code>\uff1a\u4fee\u6539\u3001\u5220\u9664\u6a21\u578b\u670d\u52a1\u5e76\u7ba1\u7406\u6388\u6743\u3002<\/li>\n<\/ul>\n<p>\u6839\u636e <a href=\"https:\/\/docs.databricks.com\/gcp\/en\/ai-gateway\/model-services\">Databricks \u6a21\u578b\u670d\u52a1\u6cbb\u7406\u6587\u6863<\/a>\uff0c\u6a21\u578b\u670d\u52a1\u8fd8\u652f\u6301\u8de8\u5de5\u4f5c\u533a\u6cbb\u7406\u3001\u6807\u7b7e\u548c\u8840\u7f18\u4fe1\u606f\u3002\u8c03\u7528\u8005\u4e0d\u4e00\u5b9a\u9700\u8981\u76f4\u63a5\u8bbf\u95ee\u5e95\u5c42\u6a21\u578b\uff0c\u5e73\u53f0\u53ef\u4ee5\u4f9d\u636e\u6a21\u578b\u670d\u52a1\u6240\u6709\u8005\u7684\u6743\u9650\u5b8c\u6210\u540e\u7aef\u6267\u884c\u3002<\/p>\n<p>\u4f01\u4e1a\u90e8\u7f72\u65f6\u5efa\u8bae\u5efa\u7acb\u4e09\u7ec4\u6743\u9650\uff1a<\/p>\n<ol>\n<li><strong>\u5f00\u53d1\u6743\u9650<\/strong>\uff1a\u5141\u8bb8\u6d4b\u8bd5\u6a21\u578b\u548c\u67e5\u770b\u6709\u9650\u65e5\u5fd7\uff1b<\/li>\n<li><strong>\u751f\u4ea7\u8c03\u7528\u6743\u9650<\/strong>\uff1a\u53ea\u6388\u4e88\u6307\u5b9a\u5e94\u7528\u6216\u670d\u52a1\u8d26\u53f7 <code>EXECUTE<\/code>\uff1b<\/li>\n<li><strong>\u5e73\u53f0\u7ba1\u7406\u6743\u9650<\/strong>\uff1a\u7531\u6570\u636e\u5e73\u53f0\u6216\u5b89\u5168\u56e2\u961f\u8d1f\u8d23\u6a21\u578b\u3001\u8def\u7531\u548c\u7b56\u7565\u53d8\u66f4\u3002<\/li>\n<\/ol>\n<p>\u8fd9\u6bd4\u628a\u5382\u5546 API Key \u5206\u6563\u5728\u591a\u4e2a\u9879\u76ee\u73af\u5883\u53d8\u91cf\u4e2d\u66f4\u5bb9\u6613\u5ba1\u8ba1\uff0c\u4e5f\u66f4\u5229\u4e8e\u64a4\u9500\u6743\u9650\u548c\u8ffd\u8e2a\u8d23\u4efb\u3002<\/p>\n<h2>\u9650\u6d41\u3001\u6210\u672c\u548c\u65e5\u5fd7\u5982\u4f55\u95ed\u73af\uff1f<\/h2>\n<p>\u4e00\u4e2a\u53ef\u8fd0\u884c\u7684 AI Gateway \u4e0d\u7b49\u4e8e\u4e00\u4e2a\u53ef\u8fd0\u8425\u7684 AI \u5e73\u53f0\u3002\u751f\u4ea7\u73af\u5883\u81f3\u5c11\u8981\u5efa\u7acb\u201c\u8c03\u7528\u2014\u8bb0\u5f55\u2014\u5206\u6790\u2014\u8c03\u6574\u201d\u7684\u95ed\u73af\u3002<\/p>\n<p>Unity Gateway \u5b98\u65b9\u80fd\u529b\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5bf9\u6a21\u578b\u670d\u52a1\u548c MCP \u670d\u52a1\u8bbe\u7f6e\u901f\u7387\u9650\u5236\uff1b<\/li>\n<li>\u8bb0\u5f55\u8c03\u7528\u8005\u3001\u6a21\u578b\u3001\u8bf7\u6c42\u65f6\u95f4\u548c\u4f7f\u7528\u91cf\uff1b<\/li>\n<li>\u5728\u7cfb\u7edf\u8868\u4e2d\u5206\u6790\u6a21\u578b\u3001\u4e3b\u4f53\u548c\u6807\u7b7e\u7ef4\u5ea6\u7684\u6210\u672c\uff1b<\/li>\n<li>\u901a\u8fc7 inference tables \u4fdd\u5b58\u5b8c\u6574\u8bf7\u6c42\u548c\u54cd\u5e94\uff0c\u7528\u4e8e\u5ba1\u8ba1\u3001\u8bc4\u4f30\u548c\u95ee\u9898\u6392\u67e5\uff1b<\/li>\n<li>\u5bf9\u8bf7\u6c42\u6216\u54cd\u5e94\u5e94\u7528\u670d\u52a1\u7b56\u7565\uff0c\u4f8b\u5982\u8bc6\u522b PII\u3001\u63d0\u793a\u6ce8\u5165\u548c\u4e0d\u5b89\u5168\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<p><a href=\"https:\/\/docs.databricks.com\/aws\/en\/ai-gateway\/ai-governance\">Databricks AI \u6cbb\u7406\u6307\u5357<\/a>\u7279\u522b\u5f3a\u8c03\uff0c\u8d44\u4ea7\u6743\u9650\u3001\u8bf7\u6c42\u6d41\u91cf\u548c\u8bf7\u6c42\u5185\u5bb9\u5e94\u7531\u540c\u4e00\u6cbb\u7406\u5c42\u534f\u540c\u5904\u7406\u3002<\/p>\n<p>\u843d\u5730\u65f6\u4e0d\u8981\u53ea\u770b\u603b Token \u6570\uff0c\u5efa\u8bae\u540c\u65f6\u8bbe\u7f6e\u56db\u4e2a\u6307\u6807\uff1a<\/p>\n<ul>\n<li><strong>\u6210\u529f\u7387<\/strong>\uff1a\u6a21\u578b\u8bf7\u6c42\u662f\u5426\u6b63\u5e38\u5b8c\u6210\uff1b<\/li>\n<li><strong>P95 \u5ef6\u8fdf<\/strong>\uff1a\u9ad8\u5cf0\u671f\u7528\u6237\u4f53\u9a8c\u662f\u5426\u7a33\u5b9a\uff1b<\/li>\n<li><strong>\u5355\u4f4d\u4efb\u52a1\u6210\u672c<\/strong>\uff1a\u5b8c\u6210\u4e00\u6b21\u6458\u8981\u3001\u95ee\u7b54\u6216\u5206\u7c7b\u7684\u5b9e\u9645\u6210\u672c\uff1b<\/li>\n<li><strong>\u7b56\u7565\u62e6\u622a\u7387<\/strong>\uff1a\u654f\u611f\u8bf7\u6c42\u3001\u8d8a\u6743\u5de5\u5177\u8c03\u7528\u662f\u5426\u88ab\u6b63\u786e\u5904\u7406\u3002<\/li>\n<\/ul>\n<h2>\u4f01\u4e1a\u90e8\u7f72\u5e94\u8be5\u9009\u62e9\u4ec0\u4e48\u67b6\u6784\uff1f<\/h2>\n<p>\u9002\u5408\u5927\u591a\u6570 Databricks \u4f01\u4e1a\u9879\u76ee\u7684\u67b6\u6784\u53ef\u4ee5\u5206\u4e3a\u56db\u5c42\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u4e0e\u8d44\u4ea7\u5c42<\/strong>\uff1aUnity Catalog \u7ba1\u7406\u8868\u3001\u6a21\u578b\u3001\u51fd\u6570\u548c MCP \u670d\u52a1\uff1b<\/li>\n<li><strong>\u6a21\u578b\u8fd0\u884c\u5c42<\/strong>\uff1aModel Serving \u6216\u5916\u90e8\u6a21\u578b\u63d0\u4f9b\u5546\u627f\u8f7d\u63a8\u7406\uff1b<\/li>\n<li><strong>\u6cbb\u7406\u4e0e\u8def\u7531\u5c42<\/strong>\uff1aUnity Gateway \u7edf\u4e00\u5904\u7406\u6743\u9650\u3001\u8def\u7531\u3001\u9650\u6d41\u3001\u9884\u7b97\u548c\u7b56\u7565\uff1b<\/li>\n<li><strong>\u8d28\u91cf\u8fd0\u8425\u5c42<\/strong>\uff1aMLflow \u8d1f\u8d23\u8bc4\u4f30\u548c\u8ffd\u8e2a\uff0c\u7cfb\u7edf\u8868\u4e0e inference tables \u652f\u6491\u5ba1\u8ba1\u5206\u6790\u3002<\/li>\n<\/ol>\n<p><a href=\"https:\/\/developers.databricks.com\/perspectives\/what-platform-provides-the-infrastructure-for-serving-generative-ai-models-at-enterprise-scale-with-low-latency\">Databricks \u5b98\u65b9\u751f\u6210\u5f0f AI \u90e8\u7f72\u8bf4\u660e<\/a>\u660e\u786e\u533a\u5206\u4e86\u51e0\u4e2a\u7ec4\u4ef6\u7684\u804c\u8d23\uff1aModel Serving \u8d1f\u8d23\u8fd0\u884c\u7aef\u70b9\uff0cAI Gateway \u8d1f\u8d23\u8bbf\u95ee\u4e0e\u8def\u7531\uff0cUnity Catalog \u8d1f\u8d23\u6570\u636e\u548c AI \u8d44\u4ea7\u6743\u9650\uff0cMLflow \u8d1f\u8d23\u8bc4\u4f30\u3001\u8ffd\u8e2a\u548c\u76d1\u63a7\u3002<\/p>\n<h3>Databricks \u65b9\u6848\u9002\u5408\u54ea\u4e9b\u56e2\u961f\uff1f<\/h3>\n<p>\u5b83\u66f4\u9002\u5408\u5df2\u7ecf\u4f7f\u7528 Databricks\u3001Unity Catalog \u6216\u6e56\u4ed3\u6570\u636e\u4f53\u7cfb\uff0c\u5e76\u4e14\u9700\u8981\u7edf\u4e00\u7ba1\u7406\u591a\u4e2a\u6a21\u578b\u3001\u591a\u4e2a\u5de5\u4f5c\u533a\u548c\u591a\u4e2a AI \u5e94\u7528\u7684\u4f01\u4e1a\u3002<\/p>\n<p>\u5982\u679c\u53ea\u662f\u4e00\u4e2a\u5c0f\u578b\u5e94\u7528\u3001\u5355\u4e00\u6a21\u578b\u8c03\u7528\u3001\u6ca1\u6709\u4f01\u4e1a\u6570\u636e\u6743\u9650\u548c\u5ba1\u8ba1\u8981\u6c42\uff0c\u76f4\u63a5\u4f7f\u7528\u6a21\u578b\u5382\u5546 SDK \u53ef\u80fd\u66f4\u7b80\u5355\u3002\u82e5\u91cd\u70b9\u662f\u8de8\u5382\u5546\u7edf\u4e00 API\uff0c\u53ef\u8fdb\u4e00\u6b65\u4e86\u89e3 <a href=\"https:\/\/ntokenx.com\/blog\/index.php\/2026\/09\/11\/openrouter-guide\/\">OpenRouter \u7684\u6a21\u578b\u8def\u7531\u4e0e API \u805a\u5408\u673a\u5236<\/a>\uff1b\u82e5\u56e2\u961f\u5e0c\u671b\u81ea\u5efa\u7f51\u5173\uff0c\u4e5f\u53ef\u4ee5\u53c2\u8003 <a href=\"https:\/\/ntokenx.com\/blog\/index.php\/2026\/09\/08\/litellm-ai-gateway\/\">LiteLLM AI Gateway \u7684\u90e8\u7f72\u4e0e\u8def\u7531\u65b9\u6848<\/a>\u3002<\/p>\n<p>\u9700\u8981\u7edf\u4e00\u8c03\u7528 GPT\u3001Claude\u3001Gemini\u3001Grok \u7b49\u591a\u4e2a\u6a21\u578b\u65f6\uff0cnTokenX\u652f\u6301\u7528\u6237\u53ea\u7533\u8bf7\u4e00\u4e2a API Key\uff0c\u518d\u8c03\u7528\u591a\u4e2a\u6a21\u578b\u3002\u5b9e\u9645\u9009\u62e9\u65f6\uff0c\u5e94\u6839\u636e\u6743\u9650\u6cbb\u7406\u3001\u6570\u636e\u8fb9\u754c\u3001\u76d1\u63a7\u6df1\u5ea6\u548c\u90e8\u7f72\u8d23\u4efb\u8fdb\u884c\u8bc4\u4f30\uff0c\u800c\u4e0d\u5e94\u53ea\u6bd4\u8f83\u63a5\u53e3\u6570\u91cf\u3002<\/p>\n<h2>Databricks AI Gateway \u4e0e\u901a\u7528\u6a21\u578b\u7f51\u5173\u6709\u4f55\u533a\u522b\uff1f<\/h2>\n<div style=\"overflow-x:auto;\">\n<table style=\"width:100%;border-collapse:collapse;margin:1.5em 0;font-size:0.95em;\">\n<thead>\n<tr>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u5bf9\u6bd4\u7ef4\u5ea6<\/th>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">Databricks AI Gateway \/ Unity Gateway<\/th>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u901a\u7528\u6a21\u578b\u805a\u5408\u6216\u7f51\u5173<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u6838\u5fc3\u5b9a\u4f4d<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u4f01\u4e1a AI \u8d44\u4ea7\u4e0e\u8fd0\u884c\u6d41\u91cf\u6cbb\u7406<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u7edf\u4e00 API\u3001\u6a21\u578b\u8def\u7531\u6216\u8f6c\u53d1<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u6743\u9650\u4f53\u7cfb<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u4e0e Unity Catalog \u5bf9\u63a5<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u901a\u5e38\u4f7f\u7528\u72ec\u7acb\u8d26\u53f7\u3001\u9879\u76ee\u6216 Key<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u6570\u636e\u6cbb\u7406<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u53ef\u5173\u8054 Catalog \u6743\u9650\u548c\u8840\u7f18<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u9700\u8981\u989d\u5916\u5efa\u8bbe\u6570\u636e\u6743\u9650\u94fe\u8def<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u6a21\u578b\u8303\u56f4<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">Databricks \u6a21\u578b\u4e0e\u5916\u90e8\u6a21\u578b<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u53d6\u51b3\u4e8e\u5e73\u53f0\u63a5\u5165\u8303\u56f4<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u90e8\u7f72\u91cd\u70b9<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">Databricks \u5de5\u4f5c\u533a\u3001Metastore\u3001\u6a21\u578b\u670d\u52a1<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u7f51\u5173\u670d\u52a1\u3001\u5bc6\u94a5\u3001\u4f9b\u5e94\u5546\u9002\u914d<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u9002\u7528\u573a\u666f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u6e56\u4ed3\u6570\u636e\u3001\u4f01\u4e1a AI\u3001\u5ba1\u8ba1\u548c\u591a\u56e2\u961f\u534f\u4f5c<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u5feb\u901f\u63a5\u5165\u3001\u591a\u6a21\u578b\u8bd5\u9a8c\u3001\u8de8\u5e73\u53f0\u8c03\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u56e0\u6b64\uff0c\u4e24\u8005\u5e76\u4e0d\u662f\u7b80\u5355\u7684\u201c\u8c01\u66ff\u4ee3\u8c01\u201d\u3002Databricks \u66f4\u504f\u5411 <strong>\u6570\u636e\u5e73\u53f0\u5185\u7684\u6cbb\u7406\u63a7\u5236\u5e73\u9762<\/strong>\uff1b\u901a\u7528\u7f51\u5173\u66f4\u504f\u5411 <strong>\u6a21\u578b\u8c03\u7528\u62bd\u8c61\u5c42<\/strong>\u3002\u4f01\u4e1a\u4e5f\u53ef\u4ee5\u91c7\u7528\u7ec4\u5408\u67b6\u6784\uff1aDatabricks \u8d1f\u8d23\u53d7\u63a7\u6570\u636e\u548c\u5185\u90e8\u8d44\u4ea7\uff0c\u5916\u90e8\u7f51\u5173\u8d1f\u8d23\u7edf\u4e00\u63a5\u5165\uff0c\u518d\u901a\u8fc7\u6743\u9650\u548c\u65e5\u5fd7\u8fb9\u754c\u660e\u786e\u8d23\u4efb\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<h3>Databricks AI Gateway \u73b0\u5728\u5e94\u8be5\u770b\u54ea\u4e2a\u7248\u672c\uff1f<\/h3>\n<p>\u4f18\u5148\u5173\u6ce8 Unity Gateway\u3002Databricks \u5b98\u65b9\u5df2\u5c06\u65b0\u80fd\u529b\u96c6\u4e2d\u5230 Unity Gateway\uff0c\u65e7\u7248\u201cAI Gateway for serving endpoints\u201d\u9875\u9762\u5df2\u6807\u6ce8\u4e3a legacy\uff0c\u4f46\u5176\u4e2d\u7684\u7aef\u70b9\u6cbb\u7406\u548c\u65e5\u5fd7\u8bf4\u660e\u4ecd\u6709\u53c2\u8003\u4ef7\u503c\u3002<\/p>\n<h3>Model Service \u662f\u4e0d\u662f\u4e00\u4e2a\u6a21\u578b\u672c\u8eab\uff1f<\/h3>\n<p>\u4e0d\u662f\u3002Model Service \u662f Unity Catalog \u4e2d\u7684\u53d7\u6cbb\u7406\u670d\u52a1\u5bf9\u8c61\uff0c\u53ef\u4ee5\u5f15\u7528\u4e00\u4e2a\u6216\u591a\u4e2a\u6a21\u578b\u76ee\u6807\uff0c\u5e76\u8d1f\u8d23\u7edf\u4e00\u8c03\u7528\u5165\u53e3\u3001\u8def\u7531\u3001\u6743\u9650\u548c\u5ba1\u8ba1\u3002<\/p>\n<h3>\u80fd\u5426\u63a5\u5165\u5916\u90e8\u6a21\u578b\uff1f<\/h3>\n<p>\u53ef\u4ee5\u3002\u5b98\u65b9\u6587\u6863\u8bf4\u660e\uff0c\u6a21\u578b\u670d\u52a1\u80fd\u591f\u901a\u8fc7 Model Provider Service \u8def\u7531\u5230\u5916\u90e8\u6a21\u578b\u63d0\u4f9b\u5546\uff0c\u4e5f\u53ef\u4ee5\u4e0e Databricks \u6258\u7ba1\u6a21\u578b\u6df7\u5408\u914d\u7f6e\u3002<\/p>\n<h3>\u662f\u5426\u5fc5\u987b\u4e3a\u6bcf\u4e2a\u5e94\u7528\u521b\u5efa\u4e00\u4e2a\u7f51\u5173\uff1f<\/h3>\n<p>\u4e0d\u4e00\u5b9a\u3002\u66f4\u5408\u7406\u7684\u505a\u6cd5\u662f\u6309\u4e1a\u52a1\u57df\u3001\u6570\u636e\u654f\u611f\u7b49\u7ea7\u548c\u8d23\u4efb\u56e2\u961f\u8bbe\u8ba1\u6a21\u578b\u670d\u52a1\uff0c\u518d\u901a\u8fc7\u5e94\u7528\u8eab\u4efd\u548c <code>EXECUTE<\/code> \u6743\u9650\u63a7\u5236\u8c03\u7528\u8303\u56f4\uff0c\u907f\u514d\u670d\u52a1\u6570\u91cf\u5931\u63a7\u3002<\/p>\n<h3>\u4e0a\u7ebf\u524d\u6700\u5bb9\u6613\u9057\u6f0f\u4ec0\u4e48\uff1f<\/h3>\n<p>\u6700\u5bb9\u6613\u9057\u6f0f\u7684\u662f\u5931\u8d25\u5904\u7406\u548c\u8bc1\u636e\u7559\u5b58\u3002\u4e0a\u7ebf\u524d\u5e94\u9a8c\u8bc1\u5907\u7528\u8def\u7531\u3001\u9650\u6d41\u3001\u654f\u611f\u4fe1\u606f\u7b56\u7565\u3001\u8bf7\u6c42\u65e5\u5fd7\u6743\u9650\uff0c\u4ee5\u53ca\u6210\u672c\u6570\u636e\u662f\u5426\u80fd\u6309\u56e2\u961f\u548c\u5e94\u7528\u5f52\u5c5e\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/ntokenx.com\/blog\/wp-content\/uploads\/2026\/09\/backend-2053-3.jpg\" alt=\"\u4f01\u4e1a AI Gateway \u6743\u9650\u3001\u8def\u7531\u3001\u6210\u672c\u4e0e\u5ba1\u8ba1\u95ed\u73af\u56fe\" style=\"max-width:100%;height:auto;\"><\/figure>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": 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\u5df2\u4ece\u4f20\u7edf\u7aef\u70b9\u6cbb\u7406\u6f14\u8fdb\u5230 Unity Gateway\uff0c\u672c\u6587\u89e3\u6790 Databricks 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