{"id":107695,"date":"2026-09-20T01:40:34","date_gmt":"2026-09-19T17:40:34","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107695.html"},"modified":"2026-09-20T01:40:34","modified_gmt":"2026-09-19T17:40:34","slug":"max-api-2-0-smartops-pre2%ef%bc%9a%e8%ae%a2%e9%98%85%e7%ad%96%e7%95%a5%e3%80%81%e5%bc%82%e6%ad%a5%e4%bb%bb%e5%8a%a1%e7%bb%93%e7%ae%97%e3%80%81%e8%b7%a8%e5%8d%8f%e8%ae%ae%e8%ae%a1%e8%b4%b9%e4%b8%8e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107695.html","title":{"rendered":"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027"},"content":{"rendered":"<p>[!WARNING] v2.0.0-smartops.pre2 \u662f\u4e00\u6b21\u9762\u5411\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u5de5\u5177\u8ba1\u8d39\u548c\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027\u7684 Preview \u589e\u91cf\u3002\u5347\u7ea7\u524d\u8bf7\u5907\u4efd\u6570\u636e\u5e93&#xff0c;\u5e76\u5728\u76ee\u6807\u73af\u5883\u5b8c\u6210\u8fc1\u79fb\u3001\u56de\u6eda\u548c\u8d26\u52a1\u6838\u5bf9\u3002<\/p>\n<p>\u672c\u7248\u7684\u8d26\u672c\u5316\u5de5\u5177\u8ba1\u8d39\u53ea\u7ed3\u7b97\u53ef\u7a33\u5b9a\u8bc6\u522b\u4e14\u5df2\u5b8c\u6210\u7684 custom\/Responses \u5185\u7f6e\u5de5\u5177\u8c03\u7528&#xff1b;\u6d41\u5f0f\u4e2d\u9014\u5931\u8d25\u3001\u672a\u7ec8\u6b62\u6216\u8eab\u4efd\u51b2\u7a81\u7684\u8c03\u7528\u4f1a\u5931\u8d25\u5173\u95ed&#xff0c;\u4e0d\u6309\u58f0\u660e\u6216\u4e0d\u5b8c\u6574\u7247\u6bb5\u6536\u8d39\u3002Claude \u7b49\u4f9b\u5e94\u5546\u81ea\u62a5\u7684 server-tool usage \u4ecd\u8d70\u5404\u81ea\u7684 usage metadata \u8def\u5f84\u3002\u6d89\u53ca\u771f\u5b9e\u652f\u4ed8\u3001\u8ba2\u9605\u5e76\u53d1\u3001\u8de8\u8282\u70b9\u8fc1\u79fb\u548c\u4e0a\u6e38\u4f9b\u5e94\u5546\u534f\u8bae\u7684\u573a\u666f&#xff0c;\u5e94\u5728\u76ee\u6807\u73af\u5883\u72ec\u7acb\u9a8c\u6536\u3002<\/p>\n<p>[!NOTE] \u672c\u7248\u672c\u805a\u7126\u8ba2\u9605\u4e0e\u7ed3\u7b97\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7528\u91cf\u4e0e\u7ec8\u6001\u7ed3\u7b97\u3001MiniMax-H3\/Doubao \u4efb\u52a1\u534f\u8bae\u3001\u8de8\u534f\u8bae\u5de5\u5177\u8ba1\u8d39\u3001SmartOps \u4eba\u5de5\u7ed3\u7b97\u4ee5\u53ca\u8ba4\u8bc1\u4e0e\u6388\u6743\u5b89\u5168\u8fb9\u754c\u3002<\/p>\n<h2>MAX API 2.0 SmartOps pre2&#xff1a;\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027<\/h2>\n<h3>GitHub \u5730\u5740<\/h3>\n<p>\u6b63\u5f0f\u53d1\u5e03&#xff1a;https:\/\/github.com\/MAX-API-Next\/MAX-API\/releases\/tag\/v2.0.0-smartops.pre2<\/p>\n<h3>Highlights<\/h3>\n<ul>\n<li>\u8ba2\u9605\u5957\u9910\u652f\u6301\u94b1\u5305\u6ea2\u51fa\u548c\u5230\u671f\u964d\u7ea7\u7b56\u7565&#xff1a;\u7ba1\u7406\u5458\u53ef\u4ee5\u51b3\u5b9a\u8ba2\u9605\u989d\u5ea6\u8017\u5c3d\u540e\u662f\u5426\u5141\u8bb8\u56de\u9000\u94b1\u5305&#xff0c;\u5e76\u4e3a\u5230\u671f\/\u53d6\u6d88\u6307\u5b9a\u76ee\u6807\u5206\u7ec4&#xff1b;\u8d2d\u4e70\u65f6\u5c06\u7b56\u7565\u5feb\u7167\u5199\u5165\u7528\u6237\u8ba2\u9605&#xff0c;\u540e\u7eed\u7f16\u8f91\u5957\u9910\u4e0d\u4f1a\u6539\u53d8\u5df2\u8d2d\u4e70\u5b9e\u4f8b\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/subscription.go \u7684 SubscriptionPlan\u3001UserSubscription\u3001CreateUserSubscriptionFromPlanTx&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;allow_wallet_overflow\u3001downgrade_group \u5728\u8d2d\u4e70\u65f6\u51bb\u7ed3\u3002&#xff09;<\/li>\n<li>\u5f02\u6b65\u4efb\u52a1\u7528\u91cf\u548c\u7ed3\u7b97\u5f62\u6210\u5b8c\u6574\u95ed\u73af&#xff1a;\u4efb\u52a1\u63d0\u4ea4\u9636\u6bb5\u4fdd\u5b58\u4e0d\u53ef\u53d8\u7684\u53c2\u6570\u5316\u8ba1\u8d39\u8ba1\u5212\u5e76\u9884\u7559\u989d\u5ea6&#xff0c;\u8f6e\u8be2\u9636\u6bb5\u53ea\u63a5\u53d7\u7ecf\u8fc7\u7248\u672c\u5316\u5951\u7ea6\u6821\u9a8c\u7684\u4f9b\u5e94\u5546\u7528\u91cf&#xff0c;\u7ec8\u6001\u9636\u6bb5\u6267\u884c\u4e00\u6b21\u6027\u5dee\u989d\u7ed3\u7b97&#xff1b;\u7f3a\u5931\u3001\u65e0\u6548\u6216\u4e0d\u4e00\u81f4\u7684\u7ec8\u6001\u8bc1\u636e\u4f1a\u8fdb\u5165\u53ef\u6062\u590d\u7684\u4eba\u5de5\u5bf9\u8d26&#xff0c;\u800c\u4e0d\u4f1a\u9759\u9ed8\u6309\u9519\u8bef\u7528\u91cf\u6263\u8d39\u3002&#xff08;\u8bc1\u636e&#xff1a;types\/task_billing_plan.go\u3001types\/task_usage.go\u3001service\/task_billing.go\u3001service\/task_polling.go&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;TaskBillingPlan\u3001TaskUsageEnvelope\u3001ApplyBillingSettlementOnce\u3002&#xff09;<\/li>\n<li>MiniMax-H3 \u4e0e Doubao Video \u652f\u6301\u5b98\u65b9\u53ca\u4e2d\u8f6c\u7ad9\u4efb\u52a1\u7ed3\u679c\u5f62\u6001&#xff1a;H3 \u517c\u5bb9\u5b98\u65b9 task.id\/task.status\/task.content.url\u3001MiniMax \u89c6\u9891\u4e2d\u8f6c\u7ad9\u6839\u7ea7 id\/status\/data[0].url \u548c\u6210\u529f\u5305\u88c5 data.data&#xff0c;\u5e76\u5728\u7ed3\u679c URL \u771f\u6b63\u53ef\u53d6\u524d\u4fdd\u6301\u8f6e\u8be2&#xff1b;Doubao \u540c\u65f6\u517c\u5bb9\u5b98\u65b9\u54cd\u5e94\u3001\u914d\u7f6e\u5316\u5305\u88c5\u54cd\u5e94\u3001\u7ed3\u679c URL \u548c usage \u63d0\u53d6\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/task\/hailuo\/h3.go\u3001relay\/channel\/task\/doubao\/adaptor.go\u3001relay\/channel\/task\/taskcommon\/protocol_config.go&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;parseH3TaskResult\u3001parseGenericMiniMaxTaskResult\u3001ParseConfiguredTaskResult\u3002&#xff09;<\/li>\n<li>SmartOps \u63d0\u4f9b\u53ef\u5ba1\u8ba1\u7684\u4efb\u52a1\u7ed3\u7b97\u5904\u7f6e&#xff1a;Root \u7ba1\u7406\u5458\u53ef\u4ee5\u5bf9\u7b26\u5408\u6761\u4ef6\u7684 MiniMax-H3 \u4efb\u52a1\u6279\u91cf\u786e\u8ba4\u6700\u7ec8\u989d\u5ea6\u4e3a 0&#xff0c;\u4e5f\u53ef\u4ee5\u9010\u4efb\u52a1\u8f93\u5165 0..\u9884\u7559\u989d\u5ea6 \u7684\u7cbe\u786e\u6700\u7ec8\u989d\u5ea6&#xff1b;\u666e\u901a\u544a\u8b66\u4ecd\u53ef\u72ec\u7acb\u5ba1\u6838\u5173\u95ed&#xff0c;\u907f\u514d\u628a\u544a\u8b66\u5173\u95ed\u8bef\u5f53\u6210\u8d44\u91d1\u5df2\u7ed3\u7b97\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/smart_ops_alert.go\u3001controller\/smart_ops_alert.go\u3001web\/default\/src\/features\/smart-ops\/components\/billing-settlement-evidence.tsx&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;revision\/CAS\u3001\u5e42\u7b49 operation key\u3001\u5931\u8d25\u660e\u7ec6\u548c\u91cd\u8bd5\u6062\u590d\u3002&#xff09;<\/li>\n<li>\u5de5\u5177\u8ba1\u8d39\u4ece\u6563\u843d\u8ba1\u6570\u5347\u7ea7\u4e3a\u8bf7\u6c42\u7ea7\u3001\u91cd\u8bd5\u611f\u77e5\u7684\u8d26\u672c&#xff1a;OpenAI Chat\/Responses\u3001Claude Messages custom tool \u548c Gemini function call \u7edf\u4e00\u8bb0\u5f55\u7a33\u5b9a\u8eab\u4efd\u3001\u53bb\u91cd\u522b\u540d\u3001\u8c03\u7528\u9636\u6bb5\u548c\u4ef7\u683c\u7248\u672c&#xff1b;\u53ea\u6709\u83b7\u80dc\u5c1d\u8bd5\u5728\u7ec8\u6001\u63d0\u4ea4\u540e\u8fdb\u5165\u7ed3\u7b97\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/common\/tool_usage.go \u7684 ToolUsageLedger&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;BeginAttempt\u3001CommitAttempt\u3001ToolCallIdentity \u548c\u51b2\u7a81\u5931\u8d25\u5173\u95ed\u3002&#xff09;<\/li>\n<li>Responses \u4e0e\u591a\u534f\u8bae\u8f6c\u6362\u66f4\u7b26\u5408\u4e0a\u6e38\u7ec8\u6001\u8bed\u4e49&#xff1a;\u652f\u6301 custom_tool_call \u8f93\u5165\u3001Responses \u6807\u51c6 error\/failed\/cancelled \u4e8b\u4ef6\u3001\u5185\u7f6e Web\/File Search \u53bb\u91cd\u548c OpenAI\/Claude\/Gemini \u6d41\u5f0f\u5de5\u5177\u7ec8\u6001\u8bc6\u522b\u3002&#xff08;\u8bc1\u636e&#xff1a;dto\/openai_response.go\u3001relay\/channel\/openai\/relay_responses.go\u3001relay\/channel\/openai\/chat_via_responses.go\u3001relay\/channel\/claude\/relay-claude.go\u3001relay\/channel\/gemini\/relay-gemini.go\u3002&#xff09;<\/li>\n<li>\u90e8\u7f72\u548c\u6765\u6e90\u8bf4\u660e\u66f4\u5b89\u5168\u3001\u53ef\u590d\u73b0&#xff1a;Compose\u3001README \u548c\u5b9d\u5854\u6587\u6863\u5c06\u672c\u5730\u7aef\u53e3\u7ed1\u5b9a\u5230 127.0.0.1&#xff0c;\u56fa\u5b9a\u955c\u50cf digest&#xff0c;\u5e76\u5728 Preview clone \u540e\u5bf9 commit \u4e0d\u5339\u914d\u76f4\u63a5\u5931\u8d25\u3002&#xff08;\u8bc1\u636e&#xff1a;docker-compose.yml\u3001README*.md\u3001docs\/installation\/BT.md\u3001NOTICE&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;actual_commit \u6821\u9a8c\u3001loopback \u7aef\u53e3\u3002&#xff09;<\/li>\n<li>\u8ba4\u8bc1\u4e0e\u7ba1\u7406\u5458\u6388\u6743\u8fb9\u754c\u5f97\u5230\u52a0\u56fa&#xff1a;OAuth\/Telegram \u72b6\u6001\u7ed1\u5b9a\u6d4f\u89c8\u5668\u4f1a\u8bdd\u5e76\u4e00\u6b21\u6027\u6d88\u8d39&#xff0c;\u8eab\u4efd\u53d8\u66f4\u4e0e\u72b6\u6001\u6d88\u8d39\u5728\u540c\u4e00\u4e8b\u52a1\u5185\u5b8c\u6210&#xff1b;\u65b0\u589e\u53ea\u8bfb\u6743\u9650\u76ee\u5f55\u3001\u7528\u6237\u7ea7\u6388\u6743\u8986\u76d6\u548c shadow \u8bc4\u4f30&#xff0c;\u4e3a\u540e\u7eed\u9010\u8def\u542f\u7528\u7ec6\u7c92\u5ea6\u6388\u6743\u63d0\u4f9b\u7a33\u5b9a\u5951\u7ea6\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/auth_flow.go\u3001controller\/oauth.go\u3001controller\/telegram.go\u3001service\/authz\/*.go\u3001middleware\/authz_shadow.go&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;SessionId\u3001ConsumeAuthFlowWithActionTx\u3001ClaimExternalAuthAssertionWithTx\u3001GET \/api\/authz\/catalog\u3002&#xff09;<\/li>\n<\/ul>\n<h3>New Features<\/h3>\n<ul>\n<li>\u7ba1\u7406\u7aef\u8ba2\u9605\u5957\u9910\u8868\u5355\u65b0\u589e Allow wallet fallback after quota exhaustion\u3001Downgrade Group \u5b57\u6bb5\u548c\u5217\u8868\u5c55\u793a&#xff1b;\u5957\u9910\u8d2d\u4e70\u5361\u7247\u4f1a\u663e\u793a\u964d\u7ea7\u5206\u7ec4\u4e0e\u94b1\u5305\u56de\u9000\u72b6\u6001&#xff0c;\u516d\u79cd\u524d\u7aef\u8bed\u8a00\u540c\u6b65\u65b0\u589e\u6587\u6848\u3002&#xff08;\u8bc1\u636e&#xff1a;web\/default\/src\/features\/subscriptions\/components\/subscriptions-mutate-drawer.tsx\u3001subscriptions-columns.tsx\u3001lib\/plan-form.ts\u3001types.ts\u3001web\/default\/src\/features\/wallet\/components\/subscription-plans-card.tsx\u3001web\/default\/src\/i18n\/locales\/*.json\u3002&#xff09;<\/li>\n<li>\u65b0\u589e provider-neutral \u7684 TaskBillingPlan \u548c TaskUsageEnvelope&#xff1a;\u8ba1\u5212\u51bb\u7ed3\u6765\u6e90\u3001\u89c4\u5219\u3001\u7ec4\u4ef6\u5355\u4ef7\u3001\u8bf7\u6c42\/\u9884\u7559\/\u6700\u7ec8\u9636\u6bb5\u8bed\u4e49&#xff1b;\u7528\u91cf\u4fe1\u5c01\u51bb\u7ed3 producer\u3001schema\u3001contract digest\u3001presence\/completeness \u548c evidence digest&#xff0c;\u533a\u5206\u7f3a\u5931\u3001\u663e\u5f0f\u96f6\u503c\u3001\u90e8\u5206\u3001\u65e0\u6548\u4e0e\u6b67\u4e49\u7528\u91cf\u3002&#xff08;\u8bc1\u636e&#xff1a;types\/task_billing_plan.go\u3001types\/task_usage.go\u3001pkg\/taskusage\/taskusage.go&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;ContractDigest\u3001BuildEnvelope\u3001ValidateEnvelope\u3002&#xff09;<\/li>\n<li>MiniMax-H3 \u53c2\u6570\u5316\u8ba1\u8d39\u652f\u6301\u8f93\u51fa\u65f6\u957f\u3001\u8f93\u5165\u89c6\u9891\/\u97f3\u9891\u65f6\u957f\u3001\u8f93\u5165\u56fe\u7247\u6570\u3001\u5206\u8fa8\u7387\u548c\u89c6\u9891\u8f93\u5165\u9644\u52a0\u8d39&#xff0c;\u5e76\u4ee5\u540c\u4e00\u8bf7\u6c42\u5feb\u7167\u8ba1\u7b97 estimate\/reserve\/final&#xff1b;\u5b98\u65b9 H3 v2 content \u652f\u6301\u6587\u5b57\u3001\u9996\u5c3e\u5e27\u3001\u53c2\u8003\u56fe\/\u89c6\u9891\/\u97f3\u9891\u53ca callback \u53c2\u6570\u6821\u9a8c\u3002&#xff08;\u8bc1\u636e&#xff1a;setting\/task_billing_setting\/h3.go\u3001relay\/channel\/task\/hailuo\/h3.go\u3001relay\/channel\/task\/hailuo\/models.go\u3002&#xff09;<\/li>\n<li>\u5f02\u6b65\u4efb\u52a1\u8f6e\u8be2\u652f\u6301\u914d\u7f6e\u5316\u67e5\u8be2\u8def\u5f84\u3001\u4efb\u52a1 ID\u3001\u72b6\u6001\u6620\u5c04\u3001\u8fdb\u5ea6\u548c\u591a\u5019\u9009\u7ed3\u679c URL&#xff1b;\u6210\u529f MAX \u5305\u88c5\u4f1a\u6709\u754c\u5c55\u5f00 data.data&#xff0c;\u5b98\u65b9 MiniMax task \u548c\u517c\u5bb9\u7f51\u5173\u6839\u7ea7 video.generation \u4e5f\u6709\u663e\u5f0f\u89e3\u6790\u5206\u652f\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/task\/taskcommon\/protocol_config.go&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;MaxWrappedTaskUnwrapDepth\u3001stripWrappedTaskPath\u3001ExtractConfiguredResultURL\u3002&#xff09;<\/li>\n<li>\u65b0\u589e SmartOps \u4efb\u52a1\u4eba\u5de5\u7ed3\u7b97\u548c\u6279\u91cf\u5904\u7f6e\u63a5\u53e3&#xff1a;\u7cbe\u786e\u989d\u5ea6\u8f93\u5165\u3001\u663e\u5f0f 0 \u503c\u3001revision \u6821\u9a8c\u3001\u6309\u4efb\u52a1\u5931\u8d25\u660e\u7ec6\u3001\u666e\u901a\u544a\u8b66\u5173\u95ed\u4e0e\u8d22\u52a1\u7ed3\u7b97\u5206\u79bb&#xff0c;\u5e76\u540c\u6b65\u524d\u7aef\u591a\u9009\u3001\u5bf9\u8bdd\u6846\u3001\u5237\u65b0\u5931\u6548\u548c\u516d\u79cd\u8bed\u8a00\u6587\u6848\u3002&#xff08;\u8bc1\u636e&#xff1a;controller\/smart_ops_alert.go\u3001service\/smart_ops_alert.go\u3001web\/default\/src\/features\/smart-ops\/{api.ts,components, hooks}\u3001web\/default\/src\/i18n\/locales\/*.json\u3002&#xff09;<\/li>\n<li>\u6a21\u578b\u5e7f\u573a\u548c\u4efb\u52a1\u8ba1\u8d39\u8bbe\u7f6e\u9875\u5c55\u793a\u7ed3\u6784\u5316 MiniMax \u7ec4\u4ef6\u4ef7\u683c\u3001\u5355\u4f4d\u548c\u53c2\u6570\u9ed8\u8ba4\u503c&#xff1b;\u4ef7\u683c\u7ec4\u4ef6\u4e0d\u518d\u56de\u9000\u5230\u666e\u901a\u6a21\u578b\u5355\u4ef7&#xff0c;\u8986\u76d6\u8f93\u51fa\u89c6\u9891\u3001\u8f93\u5165\u89c6\u9891\u3001\u8f93\u5165\u56fe\u7247\u548c\u8f93\u5165\u97f3\u9891\u7b49\u660e\u7ec6\u3002&#xff08;\u8bc1\u636e&#xff1a;web\/default\/src\/features\/pricing\/components\/model-details.tsx\u3001web\/default\/src\/features\/pricing\/lib\/task-rate-card.ts\u3001web\/default\/src\/features\/system-settings\/models\/task-rate-card-settings.tsx\u3002&#xff09;<\/li>\n<li>\u65b0\u589e\u8bf7\u6c42\u7ea7 ToolUsageLedger&#xff1a;\u652f\u6301 custom\/built-in \u4e24\u7c7b\u5de5\u5177\u3001Call ID\/\u4f4d\u7f6e\u53cc\u522b\u540d\u5408\u5e76\u3001\u7a33\u5b9a\u8eab\u4efd\u8981\u6c42\u3001\u522b\u540d\u51b2\u7a81 tombstone\u3001\u5e76\u53d1\u91cd\u590d\u89c2\u5bdf\u53bb\u91cd\u3001\u91cd\u8bd5\u5c1d\u8bd5\u9694\u79bb\u548c\u4ef7\u683c\u7248\u672c\u5feb\u7167\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/common\/tool_usage.go&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;observe\u3001invalidateAmbiguousLocked\u3001Snapshot\u3002&#xff09;<\/li>\n<li>Responses DTO \u73b0\u5728\u4fdd\u7559 custom tool \u7684\u5b57\u7b26\u4e32 input&#xff0c;\u5e76\u8865\u9f50 Web Search\u3001File Search\u3001Google Search\u3001Image Generation \u53ca\u591a\u79cd Responses output \u7c7b\u578b\u5e38\u91cf&#xff1b;Chat\u2194Responses \u8f6c\u6362\u53ef\u7ee7\u7eed\u4f20\u9012 custom-tool \u8f93\u5165\u3002&#xff08;\u8bc1\u636e&#xff1a;dto\/openai_response.go\u3001relay\/channel\/openai\/chat_via_responses.go\u3001relay\/channel\/openai\/responses_via_chat.go\u3002&#xff09;<\/li>\n<li>\u8ba2\u9605\u7b56\u7565\u8fc1\u79fb\u589e\u52a0\u8de8\u6570\u636e\u5e93\u5217\u8865\u9f50\u4e0e\u5386\u53f2\u9ed8\u8ba4\u503c\u4fee\u590d&#xff1a;subscription_plans\u3001user_subscriptions \u589e\u52a0\u94b1\u5305\u56de\u9000\u548c\u964d\u7ea7\u5b57\u6bb5&#xff0c;\u65e7\u884c\u9ed8\u8ba4\u5141\u8bb8\u94b1\u5305\u6ea2\u51fa\u3001\u964d\u7ea7\u76ee\u6807\u4e3a\u7a7a\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/main.go \u7684 ensure*SubscriptionPolicyColumns\u3001migrate*SubscriptionPolicyDefaults\u3001ensureSubscriptionPlanTableSQLite\u3002&#xff09;<\/li>\n<li>\u65b0\u589e\u7ec6\u7c92\u5ea6\u6743\u9650\u80fd\u529b\u76ee\u5f55\u548c\u7528\u6237\u8986\u76d6\u5b58\u50a8&#xff1a;\u7ba1\u7406\u5458\u53ef\u8bfb\u53d6 \/api\/authz\/catalog \u83b7\u53d6\u8d44\u6e90\u3001\u52a8\u4f5c\u548c\u5185\u7f6e\u89d2\u8272\u57fa\u7ebf&#xff1b;authz_user_overrides \u4fdd\u5b58\u663e\u5f0f\u5141\u8bb8\/\u62d2\u7edd&#xff0c;GetSelf \u8fd4\u56de admin_permissions\u3002\u672c\u7248\u4ecd\u5904\u4e8e shadow rollout&#xff0c;\u76ee\u5f55\u4e3a\u53ea\u8bfb&#xff0c;\u5c1a\u672a\u628a\u8986\u76d6\u7b56\u7565\u4f5c\u4e3a\u6240\u6709\u7ba1\u7406\u8def\u7531\u7684\u5f3a\u5236\u95e8\u7981\u3002&#xff08;\u8bc1\u636e&#xff1a;router\/api-router.go\u3001controller\/authz.go\u3001model\/authz.go\u3001service\/authz\/catalog.go\u3001service\/authz\/override.go\u3001controller\/user.go\u3002&#xff09;<\/li>\n<\/ul>\n<h3>Improvements<\/h3>\n<ul>\n<li>\u8ba2\u9605\u6263\u8d39\u8def\u5f84\u73b0\u5728\u5728\u8ba2\u9605\u989d\u5ea6\u4e0d\u8db3\u65f6\u8bfb\u53d6\u6240\u6709 active \u8ba2\u9605\u7684\u5feb\u7167\u7b56\u7565&#xff1b;\u53ea\u8981\u5b58\u5728\u4e00\u4e2a\u663e\u5f0f\u7981\u6b62\u94b1\u5305\u6ea2\u51fa\u7684\u8ba2\u9605&#xff0c;\u5c31\u4fdd\u6301\u5931\u8d25\u5173\u95ed&#xff0c;\u4e0d\u518d\u6084\u6084\u5207\u6362\u5230\u94b1\u5305\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/billing_session.go \u7684 NewBillingSession\u3001model\/subscription.go \u7684 UserActiveSubscriptionsAllowWalletOverflow\u3002&#xff09;<\/li>\n<li>\u8d2d\u4e70\u4e0a\u9650\u3001\u5347\u7ea7\/\u964d\u7ea7\u5206\u7ec4\u548c\u8ba2\u9605\u5230\u671f\u5904\u7406\u589e\u52a0\u884c\u9501\u53ca\u4e8b\u52a1\u8fb9\u754c&#xff1b;\u5230\u671f\u6279\u6b21\u53ea\u4f7f\u7528\u5f53\u524d\u4e8b\u52a1\u9501\u5b9a\u7684\u5feb\u7167&#xff0c;\u5e76\u5728\u4ecd\u6709\u5176\u4ed6\u8ba2\u9605\u6388\u4e88\u540c\u4e00\u5206\u7ec4\u65f6\u4fdd\u7559\u8be5\u5206\u7ec4&#xff0c;\u907f\u514d\u591a\u8282\u70b9\u8fc7\u671f\u4efb\u52a1\u4ea4\u53c9\u8986\u76d6\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/subscription.go \u7684 CreateUserSubscriptionFromPlanTx\u3001downgradeUserGroupForSubscriptionTx\u3001ExpireDueSubscriptions&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;withRowLock\u3001\u6309 end_time\/id \u6392\u5e8f\u548c active upgrade \u68c0\u67e5\u3002&#xff09;<\/li>\n<li>\u8ba2\u9605\u7b56\u7565 DDL \u6309 common.UsingSQLite\u3001common.UsingMySQL\u3001common.UsingPostgreSQL \u9009\u62e9\u5217\u5b9a\u4e49&#xff1b;\u5e76\u53d1\u8282\u70b9\u5df2\u5148\u6267\u884c ALTER TABLE\u3001\u518d\u7528 GORM HasColumn \u590d\u6838&#xff0c;\u4ec5\u6291\u5236\u201c\u53e6\u4e00\u8282\u70b9\u5df2\u7ecf\u6210\u529f\u52a0\u5217\u201d\u7684\u7ade\u6001&#xff0c;\u5176\u4ed6\u9519\u8bef\u7ee7\u7eed\u8fd4\u56de\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/main.go \u7684 addSubscriptionPolicyColumn\u3001execSubscriptionPolicyColumnDDL&#xff1b;model\/main_migration_test.go \u7684\u5e76\u53d1\u548c\u6570\u636e\u5e93\u65d7\u6807\u6d4b\u8bd5\u3002&#xff09;<\/li>\n<li>\u81ea\u5b9a\u4e49\u5de5\u5177\u8c03\u7528\u6309 price_per_1k \u00d7 call_count \u00d7 group_ratio \u00d7 QuotaPerUnit \u4f7f\u7528 Decimal \u8ba1\u7b97\u9644\u52a0\u989d\u5ea6&#xff1b;\u5373\u4f7f\u4e0a\u6e38 token \u4e3a\u96f6&#xff0c;\u5df2\u5b8c\u6210\u4e14\u6709\u4ef7\u7684\u5de5\u5177\u8c03\u7528\u4ecd\u4f1a\u7ed3\u7b97&#xff0c;\u5e76\u5199\u5165 tool_calls\u3001tool_price_version \u548c tool_billing_model \u8d26\u5355\u5143\u6570\u636e\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/text_quota.go \u7684 customToolItemQuota\u3001calculateCustomToolCallSurcharge\u3001PostTextConsumeQuota&#xff1b;service\/quota.go \u7684 PostAudioConsumeQuota\u3002&#xff09;<\/li>\n<li>\u5185\u7f6e\u5de5\u5177\u8ba1\u6570\u6539\u4e3a\u7531\u8d26\u672c\u6295\u5f71\u5230 ResponsesUsageInfo&#xff0c;Web\/File Search \u5728 item.done\u3001response.completed \u6216\u91cd\u590d\u8f93\u51fa\u4e2d\u53ea\u8ba1\u4e00\u6b21&#xff1b;custom \u5de5\u5177\u4e0e\u4fdd\u7559\u7684\u5185\u7f6e\u540d\u79f0\u5206\u79bb&#xff0c;\u907f\u514d\u540c\u4e00\u8c03\u7528\u91cd\u590d\u6536\u8d39\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/common\/tool_usage.go \u7684 ObserveBuiltInToolCall&#xff1b;relay\/channel\/openai\/relay_responses.go \u7684 observeResponsesToolOutput\u3002&#xff09;<\/li>\n<li>\u5de5\u5177\u4ef7\u683c\u7d22\u5f15\u6539\u4e3a\u539f\u5b50\u53d1\u5e03\u3001\u6700\u957f\u6a21\u578b\u524d\u7f00\u5339\u914d\u5e76\u5e26\u5355\u8c03\u9012\u589e\u7248\u672c&#xff1b;\u8bf7\u6c42\u5f00\u59cb\u65f6\u6355\u83b7\u4e0d\u53ef\u53d8\u5feb\u7167&#xff0c;\u9884\u6263\u548c\u7ed3\u7b97\u5747\u4f7f\u7528\u540c\u4e00\u4ef7\u683c&#xff0c;\u8fd0\u884c\u4e2d\u7ba1\u7406\u5458 reload \u4e0d\u4f1a\u6539\u53d8\u5728\u9014\u8bf7\u6c42\u7684\u4ef7\u683c&#xff1b;custom tool \u7528\u91cf metadata \u4f1a\u643a\u5e26\u4ef7\u683c\u7248\u672c\u3002&#xff08;\u8bc1\u636e&#xff1a;setting\/operation_setting\/tools.go \u7684 RebuildToolPriceIndex\u3001CaptureToolPriceSnapshot&#xff1b;relay\/common\/tool_usage.go \u7684 FrozenToolPrice&#xff1b;service\/alpha_search_billing.go\u3001service\/text_quota.go\u3002&#xff09;<\/li>\n<li>\u5f02\u6b65\u4efb\u52a1\u8ba1\u8d39\u5c06\u4f30\u7b97\u989d\u5ea6\u3001\u9884\u7559\u989d\u5ea6\u548c\u6700\u7ec8\u989d\u5ea6\u5206\u5f00\u8bb0\u5f55&#xff1b;\u5b9e\u9645\u7528\u91cf\u4e0d\u8db3\u3001\u8d85\u51fa\u9884\u7559\u3001\u914d\u7f6e\u7981\u7528\u5dee\u989d\u7ed3\u7b97\u6216\u4f9b\u5e94\u5546\u8bc1\u636e\u4e0d\u5b8c\u6574\u65f6\u5206\u522b\u8d70\u9000\u6b3e\u3001\u5c01\u9876\u6216\u4eba\u5de5\u5bf9\u8d26\u8def\u5f84&#xff0c;\u4e0d\u628a\u4efb\u52a1\u63d0\u4ea4\u6210\u529f\u76f4\u63a5\u7b49\u540c\u4e8e\u6700\u7ec8\u5b8c\u6210\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/task_billing.go \u7684 resolveTaskBillingQuotas\u3001prepareTaskTerminalBillingDecision&#xff1b;setting\/task_billing_setting\/h3.go \u7684 QuoteH3Estimate\/QuoteH3Reserve\/QuoteH3Final\u3002&#xff09;<\/li>\n<li>\u4efb\u52a1\u8f6e\u8be2\u5728 provider \u7ec8\u6001\u4e0e\u8d44\u91d1\u7ed3\u7b97\u4e4b\u95f4\u589e\u52a0\u534f\u8c03&#xff1a;\u63d0\u4ea4\u7ed3\u7b97\u4ecd pending\/manual \u65f6\u4fdd\u6301\u4efb\u52a1\u53ef\u8f6e\u8be2&#xff1b;\u7ed3\u7b97\u610f\u56fe\u5148\u6301\u4e45\u5316\u540e\u5e94\u7528&#xff0c;\u8fdb\u7a0b\u91cd\u542f\u6216 effect \u5931\u8d25\u53ef\u6062\u590d&#xff0c;CAS \u4e22\u5931\u4e0d\u4f1a\u8986\u76d6\u5e76\u53d1\u53d1\u5e03\u7684\u7ec8\u6001\u8bc1\u636e\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/task_polling.go \u7684 taskTerminalSettlementState\u3001persistPendingTaskTerminalEvidence\u3001recoverAppliedTaskTerminalEvidence&#xff1b;model\/task.go \u7684 pending terminal \u5b57\u6bb5\u3002&#xff09;<\/li>\n<li>\u7528\u91cf\u751f\u4ea7\u548c\u7ed3\u7b97\u6309\u6765\u6e90\u3001\u9636\u6bb5\u3001producer\u3001\u7248\u672c\u548c\u6458\u8981\u5ba1\u8ba1&#xff1b;MiniMax-H3 \u7684\u79d2\u6570\u8f6c\u6beb\u79d2\u3001\u8f93\u5165\u5a92\u4f53\u6570\u91cf\u53ca\u663e\u5f0f\u96f6\u503c\u4fdd\u6301\u6307\u9488\u8bed\u4e49&#xff0c;Doubao \u7684\u65e0\u6548\/\u90e8\u5206 token \u4e0d\u518d\u6c61\u67d3\u65e7 token \u7ed3\u7b97\u5b57\u6bb5\u3002&#xff08;\u8bc1\u636e&#xff1a;pkg\/taskusage\/taskusage.go\u3001relay\/channel\/task\/hailuo\/h3.go\u3001relay\/channel\/task\/doubao\/adaptor.go&#xff1b;\u5173\u952e\u903b\u8f91&#xff1a;ValidateEnvelope\u3001normalizeH3Usage\u3001buildDoubaoUsageEnvelope\u3002&#xff09;<\/li>\n<li>\u7ed3\u7b97\u5b58\u50a8\u5bf9 SQLite \u4e32\u884c\u5316\u5b8c\u6574\u5199\u5165\u751f\u547d\u5468\u671f&#xff1b;MySQL\/PostgreSQL \u7ee7\u7eed\u4f7f\u7528 GORM \u4e8b\u52a1\u548c\u884c\u9501&#xff0c;operation key\u3001revision\/CAS \u548c effect \u72b6\u6001\u5171\u540c\u63d0\u4f9b\u91cd\u8bd5\u5e42\u7b49\u4e0e\u5931\u8d25\u6062\u590d\u8fb9\u754c\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/billing_settlement.go \u7684 billingSettlementSQLiteWriteMu\u3001withRowLock\u3001ApplyBillingSettlementOnce\u3002&#xff09;<\/li>\n<li>SmartOps \u5bf9\u8d26\u6295\u5f71\u73b0\u5728\u540c\u65f6\u5305\u542b request-finalize \u6b63\u5411\u8d44\u91d1\u8bb0\u5f55\u548c task-finalize \u4eba\u5de5\u8bb0\u5f55&#xff0c;\u4f46\u53ea\u6709\u672a\u89e3\u51b3\u7684\u6b63\u5411 request-finalize \u8bb0\u5f55\u5f71\u54cd\u65b0\u8bf7\u6c42\u51c6\u5165&#xff1b;\u4eba\u5de5\u7ed3\u7b97\u652f\u6301\u9009\u62e9\u5237\u65b0\u540e revision \u5931\u6548\u3001\u9010\u9879\u5931\u8d25\u800c\u4e0d\u5f71\u54cd\u5176\u4ed6\u9879\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/billing_settlement.go\u3001service\/smart_ops_alert.go\u3001web\/default\/src\/features\/smart-ops\/hooks\/use-billing-settlement-selection.ts\u3002&#xff09;<\/li>\n<li>\u6279\u91cf\u7ed3\u7b97 API \u5bf9\u54cd\u5e94 schema\u3001\u6570\u91cf\u3001\u4efb\u52a1 ID\u3001\u663e\u5f0f 0 \u548c actual_quota \u8303\u56f4\u505a\u8fb9\u754c\u6821\u9a8c&#xff1b;\u524d\u7aef\u8f93\u5165\u517c\u5bb9 Base UI\/React Hook Form \u4e8b\u4ef6\u5f62\u6001&#xff0c;\u907f\u514d\u989d\u5ea6\u5b57\u6bb5\u65e0\u6cd5\u7f16\u8f91\u6216\u96f6\u503c\u63d0\u4ea4\u88ab\u541e\u6389\u3002&#xff08;\u8bc1\u636e&#xff1a;web\/default\/src\/features\/smart-ops\/api.ts\u3001web\/default\/src\/features\/smart-ops\/hooks\/use-manual-task-batch-settlement.ts\u3001web\/default\/src\/features\/smart-ops\/components\/manual-task-settlement*.tsx\u3002&#xff09;<\/li>\n<li>\u4efb\u52a1\u534f\u8bae\u914d\u7f6e\u5141\u8bb8\u4e0a\u6e38\u8def\u5f84\u548c\u5305\u88c5\u5c42\u72ec\u7acb\u6f14\u8fdb&#xff0c;\u540c\u65f6\u9650\u5236\u5c55\u5f00\u6df1\u5ea6\u3001URL \u5019\u9009\u548c\u72b6\u6001\u6620\u5c04&#xff1b;\u663e\u5f0f\u96f6\u503c\u8bf7\u6c42\u53c2\u6570\u4f7f\u7528\u6307\u9488\u5305\u88c5&#xff0c;\u4fdd\u7559 false\u30010 \u7b49\u5ba2\u6237\u7aef\u610f\u56fe\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/task\/taskcommon\/protocol_config.go\u3001relay\/channel\/task\/doubao\/adaptor.go \u7684 request DTO&#xff1b;dto.BoolValue\/dto.IntValue\u3002&#xff09;<\/li>\n<li>OpenAI Chat \u6d41\u5f0f\u89c2\u5bdf\u5668\u5148\u7f13\u5b58\u788e\u7247&#xff0c;\u53ea\u6709 finish_reason&#061;tool_calls \u624d\u63d0\u4ea4\u5de5\u5177\u8c03\u7528&#xff1b;Claude \u53ea\u6709 message_delta.stop_reason&#061;tool_use \u624d\u63d0\u4ea4&#xff1b;Gemini \u4f1a\u628a willContinue&#061;true \u7684\u8eab\u4efd\u5e26\u5230\u6700\u7ec8\u7247\u6bb5&#xff0c;\u7f3a\u5c11\u7ec8\u6001\u7684\u8c03\u7528\u4e0d\u4f1a\u8fdb\u5165\u8d26\u672c\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/openai\/relay-openai.go\u3001relay\/channel\/claude\/relay-claude.go\u3001relay\/channel\/gemini\/relay-gemini.go \u53ca\u5bf9\u5e94 *_test.go\u3002&#xff09;<\/li>\n<li>Responses \u6d41\u5728\u5c1a\u672a\u5411\u4e0b\u6e38\u53d1\u9001\u53ef\u89c1\u5185\u5bb9\u65f6\u5141\u8bb8\u91cd\u8bd5&#xff1b;\u5df2\u7ecf\u8f6c\u53d1\u5185\u5bb9\u540e\u6807\u8bb0 skip-retry&#xff0c;\u907f\u514d\u91cd\u590d\u8f93\u51fa\u3002\u6807\u51c6 error \u4e8b\u4ef6\u4fdd\u7559 code\/message\/param&#xff0c;response.failed\u3001cancelled\u3001canceled \u53ca response.completed \u643a\u5e26\u5931\u8d25\u72b6\u6001\u65f6\u7edf\u4e00\u8d70\u7ec8\u6001\u9519\u8bef\u8def\u5f84\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/openai\/relay_responses.go \u7684 responsesTerminalError\u3001responsesStreamTerminalError&#xff1b;relay\/channel\/openai\/chat_via_responses.go \u7684 SendResponseCount\u3002&#xff09;<\/li>\n<li>\u5f02\u6b65\u4efb\u52a1\u63d0\u4ea4\u91cd\u8bd5\u4f1a\u628a retry index \u4f20\u5165 RelayInfo&#xff0c;\u4ece\u800c\u6e05\u7a7a\u5931\u8d25\u5c1d\u8bd5\u7684\u5de5\u5177\u89c2\u5bdf\u5e76\u53ea\u7ed3\u7b97\u83b7\u80dc\u5c1d\u8bd5\u3002&#xff08;\u8bc1\u636e&#xff1a;controller\/relay.go \u7684 relayTaskSubmitAttempt&#xff1b;controller\/relay_retry_test.go\u3002&#xff09;<\/li>\n<li>\u8ba4\u8bc1\u6d41\u7a0b\u7edf\u4e00\u4f7f\u7528\u4f1a\u8bdd\u7ed1\u5b9a\u3001\u4e8b\u52a1\u5316\u6d88\u8d39\u548c\u63d0\u4ea4\u540e\u7f13\u5b58\u5931\u6548&#xff1b;\u7ba1\u7406\u5458\u6743\u9650\u89e3\u6790\u5728\u6570\u636e\u5e93\u4e0d\u53ef\u7528\u65f6\u4fdd\u6301 fail-closed&#xff0c;shadow \u8bc4\u4f30\u8bb0\u5f55\u7b56\u7565\u62d2\u7edd\u4f46\u4e0d\u6539\u53d8\u73b0\u6709\u7ba1\u7406\u8def\u7531\u884c\u4e3a\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/auth_flow.go\u3001model\/user.go\u3001model\/cache_invalidation_task.go\u3001service\/authz\/resolver.go\u3001middleware\/authz_shadow.go\u3002&#xff09;<\/li>\n<li>Preview \u90e8\u7f72\u6587\u6863\u5220\u9664\u8fc7\u65f6\u7684\u6839\u76ee\u5f55 README_preview_v2.md&#xff0c;\u5bf9 clone \u540e commit \u4e0d\u5339\u914d\u6539\u4e3a\u8f93\u51fa\u5b9e\u9645 commit \u5e76\u9000\u51fa&#xff1b;Compose\/README\/\u5b9d\u5854\u793a\u4f8b\u7edf\u4e00 loopback \u7aef\u53e3&#xff0c;\u5916\u90e8\u8bbf\u95ee\u6539\u7531 HTTPS \u53cd\u5411\u4ee3\u7406\u627f\u62c5\u3002&#xff08;\u8bc1\u636e&#xff1a;066f5326\u300149248ed0\u30015aee7d59\u3001README*.md\u3001docker-compose.yml\u3001docs\/installation\/BT.md\u3002&#xff09;<\/li>\n<li>\u591a\u8bed\u8a00 README \u7684\u53d1\u5e03\u5165\u53e3\u7edf\u4e00\u6307\u5411\u7a33\u5b9a\u7248\u53d1\u5e03\u9875&#xff0c;\u90e8\u7f72\u793a\u4f8b\u56fa\u5b9a\u6b63\u5f0f\u7a33\u5b9a\u7248\u672c&#xff1b;Preview \u8bf4\u660e\u4e0d\u518d\u4f5c\u4e3a\u9ed8\u8ba4\u90e8\u7f72\u6307\u4ee4\u3002&#xff08;\u8bc1\u636e&#xff1a;README.md\u3001README.en.md\u3001README.fr.md\u3001README.ja.md\u3001README.zh_CN.md\u3001README.zh_TW.md\u3002&#xff09;<\/li>\n<\/ul>\n<h3>Bug Fixes<\/h3>\n<ul>\n<li>\u4fee\u590d\u8ba2\u9605\u5957\u9910\u66f4\u65b0 map \u6f0f\u5199\u94b1\u5305\u56de\u9000\u5b57\u6bb5\u3001\u964d\u7ea7\u5206\u7ec4\u672a\u6821\u9a8c\u7684\u95ee\u9898&#xff1b;\u66f4\u65b0\u8bf7\u6c42\u73b0\u5728\u4fdd\u7559\u663e\u5f0f false&#xff0c;\u5e76\u62d2\u7edd\u4e0d\u5b58\u5728\u7684\u964d\u7ea7\u5206\u7ec4\u3002&#xff08;\u8bc1\u636e&#xff1a;controller\/subscription.go \u7684 subscriptionPlanUpdateMap\u3001\u521b\u5efa\/\u66f4\u65b0\u6821\u9a8c&#xff1b;model\/subscription_policy_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d\u65e7\u8ba2\u9605\u8868\u65b0\u589e\u975e\u7a7a\/\u5e03\u5c14\u5217\u65f6\u53ef\u80fd\u628a\u5386\u53f2\u884c\u8bef\u7f6e\u4e3a\u96f6\u503c\u7684\u95ee\u9898&#xff0c;\u5e76\u4fee\u590d SQLite\/MySQL\/PostgreSQL \u5206\u652f\u5bf9\u8fd0\u884c\u65f6 Dialector \u63a8\u65ad\u4e0d\u4e00\u81f4\u7684\u95ee\u9898\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/main.go \u7684\u5386\u53f2\u9ed8\u8ba4\u56de\u586b\u548c flags \u5206\u652f&#xff1b;model\/main_migration_test.go \u7684 legacy\/default\/flags \u6d4b\u8bd5\u3002&#xff09;<\/li>\n<li>\u4fee\u590d\u591a\u8282\u70b9\u540c\u65f6\u542f\u52a8\u65f6\u8ba2\u9605\u7b56\u7565\u5217 DDL \u7684 already exists \u7ade\u6001&#xff1b;\u53ea\u6709\u590d\u6838\u786e\u8ba4\u5217\u5df2\u5b58\u5728\u65f6\u624d\u89c6\u4e3a\u6210\u529f&#xff0c;\u5176\u4ed6\u8fc1\u79fb\u9519\u8bef\u4ecd\u4f1a\u963b\u65ad\u542f\u52a8\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/main.go \u7684 addSubscriptionPolicyColumn&#xff1b;TestSubscriptionPolicyColumnAddToleratesConcurrentCreate\u3002&#xff09;<\/li>\n<li>\u4fee\u590d Responses \u975e\u6d41\u5f0f\/\u6d41\u5f0f\u5931\u8d25\u72b6\u6001\u88ab\u5f53\u4f5c\u6210\u529f\u3001\u6807\u51c6 SSE error \u4e22\u5931\u4e0a\u6e38\u9519\u8bef\u8be6\u60c5\u4ee5\u53ca\u5df2\u8f93\u51fa\u540e\u4ecd\u91cd\u8bd5\u7684\u95ee\u9898\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/openai\/relay_responses.go\u3001chat_via_responses.go\u3001responses_usage_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d Responses function_call \/ custom_tool_call \u5728 item.done \u4e0e response.completed \u91cd\u590d\u5199\u51fa\u3001\u6587\u672c\u548c\u5de5\u5177\u540c\u65f6\u51fa\u73b0\u65f6\u9519\u8bef\u8fd4\u56de stop\u3001\u4ee5\u53ca custom-tool input \u4e22\u5931\u7684\u95ee\u9898\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/openai\/chat_via_responses.go\u3001dto\/openai_response.go\u3001tool_billing_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d OpenAI Chat\u3001Claude\u3001Gemini \u6d41\u5f0f\u54cd\u5e94\u5728\u5de5\u5177\u8c03\u7528\u5c1a\u672a\u5b8c\u6574\u7ec8\u6b62\u3001\u7ec8\u6001\u4e3a length\/content_filter\/max_tokens\/refusal \u6216\u8eab\u4efd\u51b2\u7a81\u65f6\u63d0\u524d\u6536\u8d39\u7684\u95ee\u9898\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/openai\/relay-openai.go\u3001relay\/channel\/claude\/relay-claude.go\u3001relay\/channel\/gemini\/relay-gemini.go\u3001\u5bf9\u5e94\u56de\u5f52\u6d4b\u8bd5\u3002&#xff09;<\/li>\n<li>\u4fee\u590d Responses \u5185\u7f6e Web\/File Search \u5728\u591a\u4e2a\u4e8b\u4ef6\u6295\u5f71\u65f6\u91cd\u590d\u8ba1\u6570&#xff0c;\u4ee5\u53ca\u672a\u77e5\/\u8fdb\u884c\u4e2d\u7684 tool status \u88ab\u8bef\u8ba4\u4e3a\u53ef\u8ba1\u8d39\u7684\u95ee\u9898&#xff1b;\u73b0\u5728\u53ea\u63a5\u53d7\u7a7a status \u6216 completed\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/openai\/relay_responses.go \u7684 isBillableResponsesToolStatus\u3001relay\/common\/tool_usage.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d\u5de5\u5177\u8c03\u7528\u4ec5\u6709\u96f6 token \u7528\u91cf\u65f6\u6574\u7b14\u7ed3\u7b97\u88ab\u8df3\u8fc7\u7684\u95ee\u9898&#xff1b;\u6709\u4ef7 custom tool \u4ecd\u4f1a\u72ec\u7acb\u7ed3\u7b97&#xff0c;\u672a\u5b8c\u6210\u6216\u65e0\u4ef7\u8c03\u7528\u4ecd\u4e0d\u4f1a\u6536\u8d39\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/quota.go\u3001service\/text_quota.go\u3001service\/tool_usage_billing_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d Alpha Search \u9884\u6263\u4e0e\u6700\u7ec8\u7ed3\u7b97\u5728\u4ef7\u683c\u70ed\u66f4\u65b0\u671f\u95f4\u53ef\u80fd\u4f7f\u7528\u4e0d\u540c\u4ef7\u683c\u7684\u95ee\u9898&#xff1b;\u4e24\u8005\u73b0\u5728\u8bfb\u53d6\u540c\u4e00\u4e2a\u8bf7\u6c42\u7ea7\u51bb\u7ed3\u5feb\u7167\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/alpha_search_billing.go\u3001service\/text_quota.go\u3001service\/text_quota_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d OAuth\/Telegram \u7ed1\u5b9a\u5728\u72b6\u6001\u5df2\u6d88\u8d39\u4f46\u8eab\u4efd\u5199\u5165\u5931\u8d25\u65f6\u7559\u4e0b\u4e0d\u53ef\u91cd\u8bd5\u72b6\u6001\u7684\u95ee\u9898&#xff1b;\u72b6\u6001\u6d88\u8d39\u3001\u5185\u7f6e\u8eab\u4efd\u66f4\u65b0\u6216\u81ea\u5b9a\u4e49\u7ed1\u5b9a\u3001Telegram assertion claim \u548c\u4f1a\u8bdd\u4ee3\u9645\u66f4\u65b0\u73b0\u5728\u5728\u540c\u4e00\u4e8b\u52a1\u4e2d\u63d0\u4ea4\u6216\u56de\u6eda\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/auth_flow.go\u3001model\/user.go\u3001model\/user_oauth_binding.go\u3001controller\/oauth.go\u3001controller\/telegram.go&#xff1b;\u56de\u5f52&#xff1a;model\/auth_flow_test.go\u3001controller\/oauth_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d OAuth \u8eab\u4efd\u7ed1\u5b9a\u7684 TOCTOU \u7ade\u4e89\u548c\u91cd\u590d\u8eab\u4efd\u8986\u76d6&#xff1a;\u5185\u7f6e provider \u5728\u4e8b\u52a1\/\u8eab\u4efd\u7a81\u53d8\u9501\u5185\u590d\u6838\u73b0\u6709\u7528\u6237&#xff08;\u542b\u8f6f\u5220\u9664\u8bb0\u5f55&#xff09;&#xff0c;\u81ea\u5b9a\u4e49 binding \u4f7f\u7528\u8c03\u7528\u65b9\u4e8b\u52a1&#xff0c;\u5e76\u5c06\u51b2\u7a81\u6620\u5c04\u4e3a ErrOAuthIdentityAlreadyTaken\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/user.go \u7684 IsOAuthIdentityTakenWithTx\u3001withUserOAuthIdentityMutationLock&#xff0c;model\/user_oauth_binding.go\u3001controller\/oauth.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d Telegram assertion \u54c8\u5e0c\u5927\u5c0f\u5199\/\u7a7a\u767d\u5dee\u5f02\u7ed5\u8fc7\u8de8\u72b6\u6001\u91cd\u653e\u4fdd\u62a4\u7684\u95ee\u9898&#xff1b;\u767b\u5f55\u548c\u7ed1\u5b9a\u5171\u7528\u89c4\u8303\u5316 key&#xff0c;\u5e76\u5728\u63a5\u53d7\u7684\u6388\u6743\u65f6\u95f4\u7a97\u5185\u539f\u5b50 claim\u3002\u8ba4\u8bc1\u6d41\u7a0b\u9519\u8bef\u73b0\u5728\u533a\u5206\u65e0\u6548\/\u8fc7\u671f\/\u5df2\u6d88\u8d39\u72b6\u6001\u4e0e\u6570\u636e\u5e93\u7b49\u57fa\u7840\u8bbe\u65bd\u9519\u8bef&#xff0c;\u907f\u514d\u628a\u670d\u52a1\u6545\u969c\u4f2a\u88c5\u6210\u7528\u6237\u72b6\u6001\u9519\u8bef\u3002&#xff08;\u8bc1\u636e&#xff1a;controller\/telegram.go \u7684 normalizeTelegramAssertionHash\u3001telegramAssertionExpiry&#xff0c;model\/auth_flow.go\u3001controller\/oauth.go&#xff1b;\u56de\u5f52&#xff1a;controller\/secure_verification_test.go\u3001controller\/oauth_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d MySQL AuthFlow \u5916\u90e8 assertion \u51b2\u7a81\u5904\u7406\u53ef\u80fd\u89e6\u53d1\u81ea\u589e\u4e3b\u952e no-op \u9519\u8bef\u6216\u8bef\u5224\u63d2\u5165\u6210\u529f\u7684\u95ee\u9898&#xff1b;\u6539\u7528\u4e0d\u6539\u5199\u4e3b\u952e\u7684\u51b2\u7a81\u8868\u8fbe\u5f0f&#xff0c;\u5e76\u4ee5\u968f\u673a payload \u9a8c\u8bc1\u5f53\u524d\u5c1d\u8bd5\u662f\u5426\u771f\u6b63\u6301\u6709 claim\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/auth_flow.go \u7684 authFlowAssertionConflictClause\u3001ownsExternalAuthAssertionClaim&#xff1b;\u56de\u5f52&#xff1a;model\/auth_flow_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d\u7528\u6237\u5220\u9664\u540e\u9057\u7559\u7ec6\u7c92\u5ea6\u6388\u6743\u8986\u76d6\u7684\u5b64\u513f\u8bb0\u5f55&#xff1b;\u6388\u6743\u8986\u76d6\u73b0\u5728\u52a0\u5165\u7528\u6237\u5220\u9664\u4e8b\u52a1&#xff0c;\u907f\u514d\u540e\u7eed\u590d\u7528\u7528\u6237\u6807\u8bc6\u6216\u5ba1\u8ba1\u67e5\u8be2\u8bfb\u5230\u5931\u6548\u7b56\u7565\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/user.go \u7684 deleteWithCacheInvalidation\u3001model\/authz.go \u7684 DeleteAuthzUserOverridesTx\u3002&#xff09;<\/li>\n<li>\u4fee\u590d MiniMax-H3 \u4efb\u52a1\u88ab\u4e2d\u8f6c\u7ad9\u5305\u88c5\u4e3a code&#061;success \u4e14\u5916\u5c42\u4ecd\u662f IN_PROGRESS \u65f6\u65e0\u6cd5\u8fdb\u5165\u7ec8\u6001\u7684\u95ee\u9898&#xff1b;\u8f6e\u8be2\u73b0\u5728\u4f18\u5148\u5c55\u5f00\u53d7\u9650\u7684 data.data provider payload&#xff0c;\u5e76\u517c\u5bb9\u6839\u7ea7 video.generation \u7684 id\/status\/data[0].url\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/task\/taskcommon\/protocol_config.go \u7684 WrappedTaskProviderPayload\/ParseConfiguredTaskResult\u3001service\/task_polling.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d\u5b98\u65b9 MiniMax H3 \u67e5\u8be2\u8fd4\u56de task.status&#061;succeeded \u4f46 task.content.url \u5c1a\u672a\u51fa\u73b0\u65f6\u8fc7\u65e9\u6807\u8bb0\u6210\u529f\u548c\u7ed3\u7b97\u7684\u95ee\u9898&#xff1b;\u4efb\u52a1\u4fdd\u6301\u53ef\u8f6e\u8be2\u72b6\u6001&#xff0c;\u76f4\u5230\u7ed3\u679c URL \u53ef\u53d6&#xff0c;\u968f\u540e\u624d\u5199\u5165\u4ee3\u7406\u7ed3\u679c\u5730\u5740\u5e76\u6267\u884c\u6700\u7ec8\u7ed3\u7b97\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/task\/hailuo\/h3.go \u7684 parseH3TaskResult\u3001taskcommon.ConvertConfiguredTaskToOpenAIVideo\u3001service\/task_polling.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d H3\/Doubao \u4f9b\u5e94\u5546 usage \u7684\u8d1f\u503c\u3001\u8d8a\u754c\u3001token \u603b\u91cf\u5c0f\u4e8e completion\u3001\u9519\u8bef\u9636\u6bb5\u548c envelope \u6458\u8981\u6f02\u79fb\u53ef\u80fd\u8fdb\u5165\u8ba1\u8d39\u7684\u95ee\u9898&#xff1b;\u65e0\u6548\u6216\u4e0d\u5b8c\u6574\u8bc1\u636e\u73b0\u5728\u5931\u8d25\u5173\u95ed\u5e76\u8fdb\u5165\u4eba\u5de5\u5bf9\u8d26\/\u6062\u590d\u6d41\u7a0b\u3002&#xff08;\u8bc1\u636e&#xff1a;pkg\/taskusage\/taskusage.go\u3001service\/task_billing.go\u3001service\/task_polling.go&#xff1b;\u56de\u5f52&#xff1a;pkg\/taskusage\/taskusage_test.go\u3001service\/task_billing_h3_test.go\u3001relay\/channel\/task\/doubao\/adaptor_usage_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d\u5f02\u6b65\u4efb\u52a1\u5728\u7ed3\u7b97 effect \u5e94\u7528\u524d\u5d29\u6e83\u3001\u91cd\u542f\u6216\u5e76\u53d1 CAS \u540e\u4e22\u5931\u7ec8\u6001\u7684\u95ee\u9898&#xff1b;\u65b0\u589e pending terminal evidence\u3001settlement intent \u6062\u590d\u548c effect \u91cd\u653e&#xff0c;\u907f\u514d\u91cd\u590d\u6263\u8d39\u6216\u628a\u5df2\u6263\u8d39\u4efb\u52a1\u6c38\u4e45\u7559\u5728 IN_PROGRESS\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/task.go\u3001model\/billing_settlement.go\u3001service\/task_polling.go&#xff1b;\u56de\u5f52&#xff1a;service\/task_billing_h3_test.go\u3001model\/task_billing_contract_test.go\u3002&#xff09;<\/li>\n<li>\u4fee\u590d MiniMax-H3 \u4eba\u5de5\u7ed3\u7b97\u9ed8\u8ba4\u989d\u5ea6\u3001\u7cbe\u786e\u989d\u5ea6\u548c\u6279\u91cf\u8f93\u5165\u7684\u8fb9\u754c\u95ee\u9898&#xff1a;\u663e\u5f0f 0 \u4e0d\u518d\u88ab\u5f53\u4f5c\u7f3a\u7701\u503c&#xff0c;\u6279\u91cf\u8bf7\u6c42\u4e0d\u91cd\u590d\u6821\u9a8c&#xff0c;SQLite \u7ed3\u7b97\u5199\u5165\u4e0d\u518d\u56e0\u5e76\u53d1 writer \u7ade\u6001\u5931\u8d25&#xff0c;\u5931\u8d25\u9879\u4fdd\u7559\u7a33\u5b9a\u9519\u8bef\u7801\u4f9b\u91cd\u8bd5\u3002&#xff08;\u8bc1\u636e&#xff1a;service\/smart_ops_alert.go\u3001model\/billing_settlement.go\u3001web\/default\/src\/features\/smart-ops\/api.ts\u3001hooks\/use-manual-task-batch-settlement.ts&#xff1b;\u63d0\u4ea4&#xff1a;254d3151\u3001ad20d135\u3001c643c413\u30014a1fa605\u300108d94562\u3002&#xff09;<\/li>\n<li>\u4fee\u590d SmartOps \u666e\u901a\u544a\u8b66\u5173\u95ed\u4e0e\u4efb\u52a1\u8d44\u91d1\u7ed3\u7b97\u6df7\u7528\u7684\u95ee\u9898&#xff1b;\u73b0\u5728\u4ec5\u5141\u8bb8\u5408\u8d44\u683c\u7684 MiniMax-H3 \u4efb\u52a1\u8d70 0\/\u7cbe\u786e\u989d\u5ea6\u7ed3\u7b97&#xff0c;\u666e\u901a\u544a\u8b66\u53ef\u4ee5\u72ec\u7acb\u5ba1\u6838\u5173\u95ed&#xff0c;\u5237\u65b0\u540e revision \u53d8\u5316\u4f1a\u6e05\u9664\u8fc7\u671f\u9009\u62e9\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/billing_settlement.go\u3001service\/smart_ops_alert.go\u3001web\/default\/src\/features\/smart-ops\/components\/billing-settlement-evidence.tsx\u3002&#xff09;<\/li>\n<li>\u4fee\u590d\u4efb\u52a1\u53c2\u6570\u8ba1\u8d39\u548c\u6a21\u578b\u5e7f\u573a\u7ed3\u6784\u5316\u4ef7\u683c\u663e\u793a\u4e0d\u4e00\u81f4\u7684\u95ee\u9898&#xff1b;MiniMax \u7ec4\u4ef6\u4ef7\u683c\u3001\u5355\u4f4d\u548c\u65e0\u4e0a\u9650\u8f93\u5165\u89c6\u9891\u5b57\u6bb5\u73b0\u5728\u6309 task rate card \u6e32\u67d3&#xff0c;\u4e0d\u518d\u9519\u8bef\u56de\u9000\u5230\u666e\u901a\u6a21\u578b\u4ef7\u683c\u6216\u9644\u52a0\u9519\u8bef\u5355\u4f4d\u3002&#xff08;\u8bc1\u636e&#xff1a;web\/default\/src\/features\/pricing\/components\/model-details.tsx\u3001web\/default\/src\/features\/pricing\/lib\/task-rate-card.ts\u3001web\/default\/src\/features\/system-settings\/models\/task-rate-card-settings.tsx&#xff1b;\u56de\u5f52&#xff1a;\u5bf9\u5e94 *.runtime.test.tsx\/task-rate-card.test.ts\u3002&#xff09;<\/li>\n<\/ul>\n<h3>Compatibility Notes<\/h3>\n<ul>\n<li>\u6570\u636e\u5e93\u7ed3\u6784\u53d8\u5316&#xff1a;\u65b0\u589e subscription_plans.allow_wallet_overflow\u3001subscription_plans.downgrade_group\u3001user_subscriptions.allow_wallet_overflow\u3001user_subscriptions.downgrade_group\u3002\u5e94\u7528\u542f\u52a8\u4f1a\u6309\u9879\u76ee\u8fc1\u79fb\u6d41\u7a0b\u8865\u5217\u5e76\u56de\u586b\u5386\u53f2\u503c&#xff1b;SQLite \u4f7f\u7528 ADD COLUMN&#xff0c;MySQL\/PostgreSQL \u4f7f\u7528\u5404\u81ea\u5f15\u7528\u548c\u5e03\u5c14\u5b57\u9762\u91cf\u3002\u90e8\u7f72\u65b9\u5e94\u5728\u771f\u5b9e MySQL\/PostgreSQL \u73af\u5883\u5b8c\u6210\u5347\u7ea7\u4e0e\u56de\u6eda\u9a8c\u8bc1\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/main.go\u3001model\/main_migration_test.go\u3002&#xff09;<\/li>\n<li>\u7ed3\u7b97\u8868\u7ed3\u6784\u53d8\u5316&#xff1a;billing_settlements \u589e\u52a0\u4efb\u52a1\u7ed3\u7b97\u6240\u9700\u7684 task_id\u3001task_quota\u3001task_quota_target\u3001revision\/effect\/reconciliation \u5b57\u6bb5\u53ca\u76f8\u5173\u7d22\u5f15&#xff0c;\u7528\u4e8e\u533a\u5206\u9884\u6263\u3001\u4efb\u52a1\u7ec8\u6001\u548c\u4eba\u5de5\u5bf9\u8d26\u3002\u5e94\u7528\u542f\u52a8\u901a\u8fc7 GORM \u8fc1\u79fb\u8865\u9f50&#xff0c;\u73b0\u6709 operation key \u4fdd\u6301\u5e42\u7b49\u8fb9\u754c&#xff1b;\u90e8\u7f72\u65b9\u5e94\u5728\u771f\u5b9e\u6570\u636e\u5e93\u5b8c\u6210\u65e7\u8868\u5347\u7ea7\u3001\u7d22\u5f15\u521b\u5efa\u548c\u56de\u6eda\u9a8c\u8bc1\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/billing_settlement.go\u3001model\/main.go\u3001model\/billing_settlement_regression_test.go\u3002&#xff09;<\/li>\n<li>\u8ba4\u8bc1\u4e0e\u6388\u6743\u6570\u636e\u5e93\u7ed3\u6784\u53d8\u5316&#xff1a;auth_flows \u589e\u52a0\u53ef\u7d22\u5f15\u7684 session_id&#xff0c;\u5e76\u65b0\u589e authz_user_overrides \u8868\u53ca\u7528\u6237\/\u8d44\u6e90\/\u52a8\u4f5c\u552f\u4e00\u7d22\u5f15&#xff1b;GORM \u542f\u52a8\u8fc1\u79fb\u8d1f\u8d23\u8865\u9f50&#xff0c;\u65e7 AuthFlow \u884c\u7684\u7a7a\u4f1a\u8bdd\u503c\u4fdd\u6301\u517c\u5bb9&#xff0c;\u53ea\u6709\u65b0\u5efa\u4e14\u5e26\u4f1a\u8bdd\u7ed1\u5b9a\u7684\u6d41\u7a0b\u5f3a\u5236\u6821\u9a8c\u3002\u90e8\u7f72\u65b9\u5e94\u5728\u771f\u5b9e\u6570\u636e\u5e93\u5b8c\u6210\u65e7\u8868\u5347\u7ea7\u548c\u5e76\u53d1\u8fc1\u79fb\u9a8c\u8bc1\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/auth_flow.go\u3001model\/auth_flow_test.go\u3001model\/authz.go\u3001model\/main.go\u3001controller\/oauth.go\u3002&#xff09;<\/li>\n<li>\u5f02\u6b65\u4efb\u52a1\u8ba1\u8d39\u5951\u7ea6&#xff1a;\u65b0\u4efb\u52a1\u4fdd\u5b58\u7684\u8ba1\u8d39\u8ba1\u5212\u548c usage contract \u662f\u8bf7\u6c42\u7ea7\u5feb\u7167&#xff1b;\u540e\u7eed\u4ef7\u683c reload\u3001\u534f\u8bae\u914d\u7f6e\u53d8\u66f4\u6216 producer schema \u66f4\u65b0\u4e0d\u4f1a\u91cd\u89e3\u91ca\u5728\u9014\u4efb\u52a1\u3002H3 \u7f3a\u5931\/\u65e0\u6548\/\u6b67\u4e49\u7ec8\u6001\u7528\u91cf\u9ed8\u8ba4\u8fdb\u5165\u4eba\u5de5\u5bf9\u8d26&#xff0c;Root \u53ef\u9009\u62e9 0 \u6216\u4e0d\u8d85\u8fc7\u9884\u7559\u989d\u5ea6\u7684\u7cbe\u786e\u503c&#xff1b;\u8fd9\u4e0d\u662f\u201c\u6240\u6709\u5f02\u6b65\u4efb\u52a1\u90fd\u81ea\u52a8\u6309\u6700\u7ec8 usage \u6263\u8d39\u201d\u7684\u517c\u5bb9\u627f\u8bfa\u3002&#xff08;\u8bc1\u636e&#xff1a;types\/task_billing_plan.go\u3001types\/task_usage.go\u3001service\/task_billing.go\u3001service\/smart_ops_alert.go\u3002&#xff09;<\/li>\n<li>\u4efb\u52a1\u534f\u8bae\u517c\u5bb9\u8303\u56f4&#xff1a;\u914d\u7f6e\u5316\u67e5\u8be2\u9ed8\u8ba4\u8def\u5f84\u4ecd\u517c\u5bb9\u5386\u53f2 MAX envelope&#xff1b;\u65b0\u589e\u5b98\u65b9 MiniMax task\u3001\u4e2d\u8f6c\u7ad9 video.generation \u548c code&#061;success\/data.data \u8bc6\u522b\u4ec5\u5728\u660e\u786e\u7684\u4efb\u52a1\u534f\u8bae\/\u5f62\u72b6\u4e0b\u542f\u7528&#xff0c;\u5e76\u9650\u5236\u5305\u88c5\u5c55\u5f00\u6df1\u5ea6\u3002\u82e5\u81ea\u5b9a\u4e49\u6e20\u9053\u8fd4\u56de\u5176\u4ed6\u5b57\u6bb5\u8def\u5f84&#xff0c;\u5fc5\u987b\u914d\u7f6e TaskProtocolConfig \u7684 query\/status\/result URL \u6620\u5c04\u5e76\u7528\u8131\u654f\u6837\u4f8b\u9a8c\u8bc1\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/task\/taskcommon\/protocol_config.go\u3001relay\/channel\/task\/hailuo\/h3.go\u3002&#xff09;<\/li>\n<li>\u8ba2\u9605\u7b56\u7565\u5feb\u7167&#xff1a;\u5957\u9910\u4fee\u6539\u53ea\u5f71\u54cd\u65b0\u8d2d\u4e70&#xff1b;\u5df2\u5b58\u5728\u7684 UserSubscription \u4fdd\u7559\u8d2d\u4e70\u65f6\u7684 allow_wallet_overflow\/downgrade_group\u3002\u7701\u7565\u65b0 JSON \u5b57\u6bb5\u4fdd\u6301\u5386\u53f2\u9ed8\u8ba4\u201c\u5141\u8bb8\u94b1\u5305\u56de\u9000\u201d&#xff1b;\u663e\u5f0f false \u4f1a\u7981\u6b62\u8ba2\u9605\u989d\u5ea6\u4e0d\u8db3\u65f6\u5207\u94b1\u5305\u3002&#xff08;\u8bc1\u636e&#xff1a;model\/subscription.go\u3001controller\/subscription.go\u3001web\/default\/src\/features\/subscriptions\/lib\/plan-form.ts\u3002&#xff09;<\/li>\n<li>\u5de5\u5177\u8ba1\u8d39\u8bed\u4e49\u6536\u7d27&#xff1a;\u8d26\u672c\u5316\u7684 custom\/Responses built-in \u8c03\u7528\u53ea\u6709\u5728\u6709\u4ef7\u3001\u53ef\u7a33\u5b9a\u5173\u8054\u5230 Call ID \u6216\u4f4d\u7f6e\u3001\u5e76\u5728\u6210\u529f\u7ec8\u6001\u786e\u8ba4\u65f6\u624d\u8ba1\u8d39&#xff1b;\u58f0\u660e\u4f46\u672a\u8f93\u51fa\u3001\u6d41\u4e2d\u65ad\u3001\u7ec8\u6001\u5931\u8d25\u3001\u8eab\u4efd\u51b2\u7a81\u548c\u672a\u77e5 status \u4e0d\u8ba1\u8d39\u3002Claude server-tool usage \u4ecd\u6309\u5176 usage metadata \u8ba1\u6570\u3002\u8fd9\u53ef\u80fd\u4f7f\u90e8\u5206\u65e7\u7248\u672c\u201c\u6309\u58f0\u660e\u8ba1\u8d39\u201d\u7684\u8d26\u5355\u53d8\u5c11&#xff0c;\u4f46\u5c5e\u4e8e\u8d22\u52a1\u5b89\u5168\u4fee\u6b63\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/common\/tool_usage.go\u3001\u5404\u534f\u8bae relay handler\u3001service\/text_quota.go\u3002&#xff09;<\/li>\n<li>\u4ef7\u683c\u70ed\u66f4\u65b0\u8fb9\u754c&#xff1a;\u5de5\u5177\u4ef7\u683c reload \u5bf9\u65b0\u8bf7\u6c42\u751f\u6548&#xff1b;\u5728\u9014\u8bf7\u6c42\u7ee7\u7eed\u4f7f\u7528\u521b\u5efa ToolUsageLedger \u65f6\u7684 PriceVersion&#xff0c;\u5305\u542b custom tool \u660e\u7ec6\u7684\u8d26\u5355 metadata \u4f1a\u8bb0\u5f55\u8be5\u7248\u672c\u3002&#xff08;\u8bc1\u636e&#xff1a;setting\/operation_setting\/tools.go\u3001relay\/common\/tool_usage.go\u3001service\/text_quota.go\u3002&#xff09;<\/li>\n<li>Responses \u91cd\u8bd5\u8fb9\u754c&#xff1a;\u9996\u4e2a\u9519\u8bef\u4e8b\u4ef6\u6216\u5c1a\u672a\u4ea7\u751f\u53ef\u89c1\u8f93\u51fa\u7684\u5931\u8d25\u4ecd\u53ef\u8fdb\u5165\u65e2\u6709\u6e20\u9053\u91cd\u8bd5&#xff1b;\u4e00\u65e6 OpenAI \u683c\u5f0f\u6216\u8f6c\u6362\u683c\u5f0f\u5df2\u7ecf\u5411\u5ba2\u6237\u7aef\u53d1\u9001\u5185\u5bb9&#xff0c;\u540e\u7eed\u9519\u8bef\u4f1a\u6807\u8bb0 skip-retry&#xff0c;\u8c03\u7528\u65b9\u5e94\u80fd\u5904\u7406\u5df2\u8f93\u51fa\u540e\u6536\u5230\u7684\u9519\u8bef\u7ec8\u6001\u3002&#xff08;\u8bc1\u636e&#xff1a;relay\/channel\/openai\/relay_responses.go\u3001relay\/channel\/openai\/chat_via_responses.go\u3002&#xff09;<\/li>\n<li>\u90e8\u7f72\u5165\u53e3\u53d8\u5316&#xff1a;\u9ed8\u8ba4\u5bb9\u5668\u7aef\u53e3\u53ea\u7ed1\u5b9a 127.0.0.1:3000&#xff0c;\u4e0d\u518d\u76f4\u63a5\u66b4\u9732\u516c\u7f51&#xff1b;\u9700\u8981\u901a\u8fc7 HTTPS \u53cd\u5411\u4ee3\u7406\u8bbf\u95ee\u3002\u7ee7\u7eed\u4f7f\u7528\u65e7 3000:3000 \u7684\u81ea\u5b9a\u4e49 Compose\/\u811a\u672c\u4e0d\u4f1a\u81ea\u52a8\u7ee7\u627f\u8be5\u5b89\u5168\u8fb9\u754c\u3002&#xff08;\u8bc1\u636e&#xff1a;docker-compose.yml\u3001README*.md\u3001docs\/installation\/BT.md\u3002&#xff09;<\/li>\n<li>\u8bb8\u53ef\u8bc1\u4e0e\u5f52\u5c5e&#xff1a;NOTICE \u6c47\u603b MAX API \u53ca\u76f8\u5173\u4e0a\u6e38\u7684\u4fdd\u7559\u7f72\u540d\/\u94fe\u63a5\u8981\u6c42&#xff1b;\u4e8c\u6b21\u5f00\u53d1\u548c\u5e26 UI \u5206\u53d1\u5fc5\u987b\u6309 NOTICE\u3001LICENSE \u53ca\u9002\u7528\u8bb8\u53ef\u6267\u884c\u3002\u591a\u8bed\u8a00 README \u63d0\u4f9b\u6cd5\u5f8b\u6587\u4ef6\u5165\u53e3&#xff1b;\u5e26 UI \u5206\u53d1\u65f6\u4ecd\u9700\u786e\u8ba4\u5b9e\u9645\u9875\u811a\u3001\u5173\u4e8e\u9875\u6216\u5f52\u5c5e\u5165\u53e3\u6ee1\u8db3\u53ef\u89c1\u8981\u6c42\u3002&#xff08;\u8bc1\u636e&#xff1a;NOTICE:9-50\u3001README*.md\u3002&#xff09;<\/li>\n<li>\u7a33\u5b9a\u90e8\u7f72\u5165\u53e3\u4e0e\u6b63\u5f0f\u53d1\u5e03\u7248\u672c\u5206\u79bb&#xff1a;\u591a\u8bed\u8a00 README \u7684\u53ef\u590d\u5236\u90e8\u7f72\u7247\u6bb5\u56fa\u5b9a\u4e3a\u7a33\u5b9a\u7248\u5165\u53e3&#xff1b;\u672c\u7248\u672c\u5e94\u4f7f\u7528\u4e0a\u65b9 SmartOps pre2 Release \u5730\u5740\u548c\u5bf9\u5e94\u53d1\u5e03\u4ea7\u7269\u3002<\/li>\n<\/ul>\n<h3>\u72b6\u6001\u5206\u7c7b<\/h3>\n<table>\n<tr>\u9879\u76ee\u7ed3\u8bba\u8bc1\u636e\u4e0e\u5173\u952e\u903b\u8f91<\/tr>\n<tbody>\n<tr>\n<td>\u8ba2\u9605\u94b1\u5305\u56de\u9000\/\u5230\u671f\u964d\u7ea7<\/td>\n<td>\u5df2\u4fee\u590d\u5e76\u65b0\u589e<\/td>\n<td>model\/subscription.go \u5feb\u7167\u5b57\u6bb5\u3001\u884c\u9501\u8fc7\u671f\u5904\u7406&#xff1b;service\/billing_session.go fail-closed fallback\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u56db\u7c7b\u534f\u8bae\u5de5\u5177\u8c03\u7528\u8ba1\u8d39\u4e0e Responses \u9519\u8bef\u7ec8\u6001<\/td>\n<td>\u5df2\u4fee\u590d<\/td>\n<td>relay\/common\/tool_usage.go ledger&#xff1b;OpenAI\/Claude\/Gemini handler \u53ea\u5728\u6210\u529f\u7ec8\u6001\u63d0\u4ea4\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u8ba2\u9605\u7b56\u7565 SQLite \u8fc1\u79fb\u548c\u5e76\u53d1 DDL<\/td>\n<td>\u5df2\u4fee\u590d&#xff08;\u4ee3\u7801\u8def\u5f84&#xff09;<\/td>\n<td>model\/main.go \u7684 DB flags\u3001ADD COLUMN \u548c HasColumn \u7ade\u6001\u590d\u6838\u3002<\/td>\n<\/tr>\n<tr>\n<td>OAuth\/Telegram \u4f1a\u8bdd\u7ed1\u5b9a\u3001\u4e00\u6b21\u6027\u6d88\u8d39\u548c\u8eab\u4efd\u7ed1\u5b9a\u539f\u5b50\u6027<\/td>\n<td>\u5df2\u4fee\u590d\u5e76\u8865\u6d4b<\/td>\n<td>model\/auth_flow.go \u4e8b\u52a1\u6d88\u8d39\/\u65ad\u8a00 claim&#xff1b;controller\/oauth.go\u3001controller\/telegram.go \u4f1a\u8bdd\u6821\u9a8c\u548c\u9519\u8bef\u5206\u7c7b&#xff1b;\u76f8\u5173 controller\/model \u56de\u5f52\u6d4b\u8bd5\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u5f02\u6b65\u4efb\u52a1\u53c2\u6570\u5316\u8ba1\u8d39\u3001usage contract \u548c\u7ec8\u6001\u5dee\u989d\u7ed3\u7b97<\/td>\n<td>\u5df2\u65b0\u589e\u5e76\u8865\u6d4b<\/td>\n<td>types\/task_billing_plan.go\u3001types\/task_usage.go\u3001pkg\/taskusage\u3001service\/task_billing.go\/task_polling.go&#xff1b;\u63d0\u4ea4\u9884\u7559\u3001\u8f6e\u8be2\u7528\u91cf\u6821\u9a8c\u3001\u7ec8\u6001 CAS\/\u5e42\u7b49 effect \u548c\u4eba\u5de5\u5bf9\u8d26\u8def\u5f84\u3002<\/td>\n<\/tr>\n<tr>\n<td>MiniMax-H3 \u5b98\u65b9\/\u4e2d\u8f6c\u7ad9\u67e5\u8be2\u4e0e\u7ed3\u679c URL<\/td>\n<td>\u5df2\u4fee\u590d\u5e76\u8865\u6d4b<\/td>\n<td>relay\/channel\/task\/hailuo\/h3.go\u3001relay\/channel\/task\/taskcommon\/protocol_config.go\u3001service\/task_polling.go&#xff1b;\u517c\u5bb9 task.succeeded\u3001\u6839\u7ea7 video.generation\u3001code&#061;success\/data.data&#xff0c;URL \u7f3a\u5931\u65f6\u7ee7\u7eed\u8f6e\u8be2\u3002<\/td>\n<\/tr>\n<tr>\n<td>Doubao Video usage \u548c\u914d\u7f6e\u5316\u4efb\u52a1\u534f\u8bae<\/td>\n<td>\u5df2\u65b0\u589e\u5e76\u8865\u6d4b<\/td>\n<td>relay\/channel\/task\/doubao\/adaptor.go\u3001relay\/channel\/task\/taskcommon\/protocol_config.go&#xff1b;usage envelope \u6821\u9a8c\u3001\u72b6\u6001\u6620\u5c04\u548c\u591a\u5019\u9009\u7ed3\u679c URL \u63d0\u53d6\u3002<\/td>\n<\/tr>\n<tr>\n<td>SmartOps MiniMax-H3 \u4efb\u52a1\u4eba\u5de5 0\/\u7cbe\u786e\u989d\u5ea6\u7ed3\u7b97<\/td>\n<td>\u5df2\u65b0\u589e\u5e76\u8865\u6d4b<\/td>\n<td>service\/smart_ops_alert.go\u3001controller\/smart_ops_alert.go\u3001model\/billing_settlement.go\u3001SmartOps \u524d\u7aef\u6279\u91cf hook\/dialog&#xff1b;\u663e\u5f0f 0\u30010..\u9884\u7559\u989d\u5ea6\u3001revision\/CAS\u3001\u5e42\u7b49 operation key \u548c\u5931\u8d25\u9879\u91cd\u8bd5\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u4efb\u52a1\u53c2\u6570\u8ba1\u8d39\u4e0e\u6a21\u578b\u5e7f\u573a\u7ed3\u6784\u5316\u4ef7\u683c\u5c55\u793a<\/td>\n<td>\u5df2\u4fee\u590d\u5e76\u8865\u6d4b<\/td>\n<td>web\/default\/src\/features\/pricing\/lib\/task-rate-card.ts\u3001model-details.tsx\u3001task-rate-card-settings.tsx&#xff1b;MiniMax \u7ec4\u4ef6\u3001\u5355\u4f4d\u548c\u8f93\u5165\u89c6\u9891\/\u56fe\u7247\/\u97f3\u9891\u5b57\u6bb5\u4f7f\u7528\u540c\u4e00 task rate card\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u7ec6\u7c92\u5ea6\u7ba1\u7406\u5458\u6743\u9650\u76ee\u5f55\u3001\u8986\u76d6\u548c shadow \u89c2\u6d4b<\/td>\n<td>\u5df2\u65b0\u589e\u4f46\u5c1a\u672a\u5168\u9762\u5f3a\u5236<\/td>\n<td>GET \/api\/authz\/catalog\u3001authz_user_overrides\u3001GetSelf.admin_permissions \u548c AuthzShadow \u5df2\u843d\u5730&#xff1b;\u7ba1\u7406\u8def\u7531\u4ecd\u7531\u65e7 AdminAuth \u51b3\u7b56&#xff0c;\u7b56\u7565\u7f16\u8f91 UI\/\u5168\u91cf enforcement \u4e0d\u5728\u672c\u7248\u3002<\/td>\n<\/tr>\n<tr>\n<td>MySQL\/PostgreSQL \u5b9e\u5e93\u8fc1\u79fb\u3001Redis\/\u591a\u8282\u70b9\u771f\u5b9e\u5e76\u53d1\u3001\u771f\u5b9e\u652f\u4ed8\u4e0e\u4f9b\u5e94\u5546\u534f\u8bae<\/td>\n<td>\u9700\u8981\u8fdb\u4e00\u6b65\u9a8c\u8bc1<\/td>\n<td>\u76f8\u5173\u8de8\u6570\u636e\u5e93\u3001Redis\u3001\u591a\u8282\u70b9\u3001\u652f\u4ed8\u548c\u771f\u5b9e\u4f9b\u5e94\u5546\u573a\u666f\u4ecd\u9700\u5728\u76ee\u6807\u73af\u5883\u9a8c\u6536&#xff1b;\u5f02\u6b65\u4efb\u52a1\u8fd8\u9700\u9a8c\u8bc1\u771f\u5b9e provider \u8f6e\u8be2\u3001\u56de\u8c03\u548c\u7b7e\u540d URL \u751f\u547d\u5468\u671f\u3002<\/td>\n<\/tr>\n<tr>\n<td>v2.0.0-smartops.pre2 tag\u3001\u955c\u50cf digest\u3001\u90e8\u7f72\u793a\u4f8b\u540c\u6b65<\/td>\n<td>\u5df2\u6b63\u5f0f\u53d1\u5e03<\/td>\n<td>\u53d1\u5e03\u63d0\u4ea4\u3001\u955c\u50cf digest \u548c\u90e8\u7f72\u793a\u4f8b\u4ee5\u5bf9\u5e94 Release \u9875\u9762\u53ca\u53d1\u5e03\u4ea7\u7269\u4e3a\u51c6\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u516c\u5f00 API endpoint<\/td>\n<td>\u5df2\u65b0\u589e\u4f46\u8303\u56f4\u6709\u9650<\/td>\n<td>\u65b0\u589e\u4ec5\u4f9b\u7ba1\u7406\u5458\u8bfb\u53d6\u6743\u9650\u76ee\u5f55\u7684 GET \/api\/authz\/catalog&#xff1b;\u672a\u65b0\u589e\u8ba1\u8d39\u3001Relay \u6216\u9762\u5411\u666e\u901a\u7528\u6237\u7684\u516c\u5f00\u4e1a\u52a1 endpoint\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Verification<\/h3>\n<ul>\n<li>\u5df2\u5b8c\u6210\u5f02\u6b65\u4efb\u52a1\u8ba1\u8d39\u3001\u5de5\u5177\u8d26\u672c\u3001Responses\/Chat\u3001Claude\u3001Gemini\u3001\u8ba4\u8bc1\u6388\u6743\u3001SmartOps \u548c\u6a21\u578b\/\u7ed3\u7b97\u6a21\u578b\u7684\u76f8\u5173\u56de\u5f52\u9a8c\u8bc1\u3002<\/li>\n<li>\u5df2\u5b8c\u6210\u524d\u7aef\u7c7b\u578b\u68c0\u67e5\u3001\u7ed3\u6784\u5316\u4efb\u52a1\u4ef7\u683c\/\u8bbe\u7f6e\u548c SmartOps \u7ed3\u7b97\u76f8\u5173\u6d4b\u8bd5&#xff0c;\u4ee5\u53ca\u6d4b\u8bd5\u955c\u50cf\u4e00\u81f4\u6027\u68c0\u67e5\u3002<\/li>\n<li>\u771f\u5b9e\u4e0a\u6e38\u670d\u52a1\u3001\u751f\u4ea7\u6570\u636e\u5e93\u3001\u652f\u4ed8\u56de\u8c03\u3001\u6d4f\u89c8\u5668\u4eba\u5de5 E2E \u548c\u5927\u89c4\u6a21\u538b\u529b\u573a\u666f&#xff0c;\u5e94\u7531\u90e8\u7f72\u65b9\u6839\u636e\u81ea\u8eab\u73af\u5883\u5355\u72ec\u9a8c\u6536\u3002<\/li>\n<\/ul>\n<p>Full Changelog&#xff08;\u672c\u7248\u672c&#xff09;&#xff1a;https:\/\/github.com\/MAX-API-Next\/MAX-API\/compare\/6194145f4e9980472a9ebd6411ce6b28abce0bef&#8230;08d945627d91714168ca0841978ac3ac29d920d3<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[!WARNING] v2.0.0-smartops.pre2 \u662f\u4e00\u6b21\u9762\u5411\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u5de5\u5177\u8ba1\u8d39\u548c\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027\u7684 Preview \u589e\u91cf\u3002\u5347\u7ea7\u524d\u8bf7\u5907\u4efd\u6570\u636e\u5e93&#xff0c;\u5e76\u5728\u76ee\u6807\u73af\u5883\u5b8c\u6210\u8fc1\u79fb\u3001\u56de\u6eda\u548c\u8d26\u52a1\u6838\u5bf9\u3002 \u672c\u7248\u7684\u8d26\u672c\u5316\u5de5\u5177\u8ba1\u8d39\u53ea\u7ed3\u7b97\u53ef\u7a33\u5b9a\u8bc6\u522b\u4e14\u5df2\u5b8c\u6210\u7684 custom\/Responses \u5185\u7f6e\u5de5\u5177\u8c03\u7528&#xff1b;\u6d41\u5f0f\u4e2d\u9014\u5931\u8d25\u3001\u672a\u7ec8\u6b62\u6216\u8eab\u4efd\u51b2\u7a81\u7684\u8c03\u7528\u4f1a\u5931\u8d25\u5173\u95ed&#xff0c;\u4e0d\u6309\u58f0\u660e\u6216\u4e0d\u5b8c\u6574\u7247\u6bb5\u6536\u8d39\u3002Claude \u7b49\u4f9b\u5e94\u5546\u81ea\u62a5\u7684 server-tool <\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[12241,11815],"topic":[],"class_list":["post-107695","post","type-post","status-publish","format-standard","hentry","category-server","tag-max-api-next","tag-11815"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/107695.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"[!WARNING] v2.0.0-smartops.pre2 \u662f\u4e00\u6b21\u9762\u5411\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u5de5\u5177\u8ba1\u8d39\u548c\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027\u7684 Preview \u589e\u91cf\u3002\u5347\u7ea7\u524d\u8bf7\u5907\u4efd\u6570\u636e\u5e93&#xff0c;\u5e76\u5728\u76ee\u6807\u73af\u5883\u5b8c\u6210\u8fc1\u79fb\u3001\u56de\u6eda\u548c\u8d26\u52a1\u6838\u5bf9\u3002 \u672c\u7248\u7684\u8d26\u672c\u5316\u5de5\u5177\u8ba1\u8d39\u53ea\u7ed3\u7b97\u53ef\u7a33\u5b9a\u8bc6\u522b\u4e14\u5df2\u5b8c\u6210\u7684 custom\/Responses \u5185\u7f6e\u5de5\u5177\u8c03\u7528&#xff1b;\u6d41\u5f0f\u4e2d\u9014\u5931\u8d25\u3001\u672a\u7ec8\u6b62\u6216\u8eab\u4efd\u51b2\u7a81\u7684\u8c03\u7528\u4f1a\u5931\u8d25\u5173\u95ed&#xff0c;\u4e0d\u6309\u58f0\u660e\u6216\u4e0d\u5b8c\u6574\u7247\u6bb5\u6536\u8d39\u3002Claude \u7b49\u4f9b\u5e94\u5546\u81ea\u62a5\u7684 server-tool\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/107695.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-19T17:40:34+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"13 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/107695.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/107695.html\",\"name\":\"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-19T17:40:34+00:00\",\"dateModified\":\"2026-09-19T17:40:34+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/107695.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/107695.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/107695.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/107695.html","og_locale":"zh_CN","og_type":"article","og_title":"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"[!WARNING] v2.0.0-smartops.pre2 \u662f\u4e00\u6b21\u9762\u5411\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u5de5\u5177\u8ba1\u8d39\u548c\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027\u7684 Preview \u589e\u91cf\u3002\u5347\u7ea7\u524d\u8bf7\u5907\u4efd\u6570\u636e\u5e93&#xff0c;\u5e76\u5728\u76ee\u6807\u73af\u5883\u5b8c\u6210\u8fc1\u79fb\u3001\u56de\u6eda\u548c\u8d26\u52a1\u6838\u5bf9\u3002 \u672c\u7248\u7684\u8d26\u672c\u5316\u5de5\u5177\u8ba1\u8d39\u53ea\u7ed3\u7b97\u53ef\u7a33\u5b9a\u8bc6\u522b\u4e14\u5df2\u5b8c\u6210\u7684 custom\/Responses \u5185\u7f6e\u5de5\u5177\u8c03\u7528&#xff1b;\u6d41\u5f0f\u4e2d\u9014\u5931\u8d25\u3001\u672a\u7ec8\u6b62\u6216\u8eab\u4efd\u51b2\u7a81\u7684\u8c03\u7528\u4f1a\u5931\u8d25\u5173\u95ed&#xff0c;\u4e0d\u6309\u58f0\u660e\u6216\u4e0d\u5b8c\u6574\u7247\u6bb5\u6536\u8d39\u3002Claude \u7b49\u4f9b\u5e94\u5546\u81ea\u62a5\u7684 server-tool","og_url":"https:\/\/www.wsisp.com\/helps\/107695.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-19T17:40:34+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"13 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/107695.html","url":"https:\/\/www.wsisp.com\/helps\/107695.html","name":"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-19T17:40:34+00:00","dateModified":"2026-09-19T17:40:34+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/107695.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/107695.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/107695.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"MAX API 2.0 SmartOps pre2\uff1a\u8ba2\u9605\u7b56\u7565\u3001\u5f02\u6b65\u4efb\u52a1\u7ed3\u7b97\u3001\u8de8\u534f\u8bae\u8ba1\u8d39\u4e0e\u8ba4\u8bc1\u6388\u6743\u53ef\u9760\u6027"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/107695","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=107695"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/107695\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=107695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=107695"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=107695"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=107695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}