fix(core): expand reasoning option variants (#36894)
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7 changed files with 988 additions and 53 deletions
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@ -13,7 +13,7 @@
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [
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{ "type": "effort", "values": ["low", "high"] },
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{ "type": "effort", "values": [null, "null", "low", "high"] },
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{ "type": "budget_tokens", "min": 1024, "max": 64000 },
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{ "type": "toggle" }
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],
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@ -27,6 +27,11 @@
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"headers": { "x-mode": "high" },
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"body": { "service_tier": "priority" }
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}
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},
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"pro": {
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"provider": {
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"body": { "reasoning": { "mode": "pro" } }
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}
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}
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}
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}
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@ -49,18 +54,296 @@
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"reasoning_options": [{ "type": "budget_tokens", "min": 1024, "max": 64000 }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 8192 }
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"limit": { "context": 128000, "output": 64000 }
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},
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"claude-effort": {
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"id": "claude-effort",
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"id": "claude-opus-4.7",
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"name": "Claude Effort",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "effort", "values": ["low"] }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 8192 }
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},
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"claude-toggle": {
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"id": "claude-toggle",
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"name": "Claude Toggle",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 8192 }
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},
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"claude-opus-4-5": {
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"id": "claude-opus-4-5",
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"name": "Claude Opus 4.5",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [
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{ "type": "effort", "values": ["low", "high"] },
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{ "type": "budget_tokens", "min": 1024 }
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],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 8192 }
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}
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}
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},
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"xai": {
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"id": "xai",
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"name": "xAI",
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"env": ["XAI_API_KEY"],
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"npm": "@ai-sdk/xai",
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"models": {
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"grok-4.5": {
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"id": "grok-4.5",
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"name": "Grok 4.5",
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"release_date": "2026-07-08",
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"attachment": true,
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"reasoning": true,
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"reasoning_options": [{ "type": "effort", "values": ["low", "medium", "high"] }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 500000, "output": 500000 }
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}
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}
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},
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"opencode-go": {
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"id": "opencode-go",
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"name": "OpenCode Go",
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"env": ["OPENCODE_API_KEY"],
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"npm": "@ai-sdk/openai-compatible",
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"models": {
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"minimax-m3": {
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"id": "minimax-m3",
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"name": "MiniMax-M3",
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"release_date": "2026-05-31",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 1000000, "output": 131072 },
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"provider": { "npm": "@ai-sdk/anthropic" }
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}
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}
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},
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"alibaba": {
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"id": "alibaba",
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"name": "Alibaba",
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"env": ["ALIBABA_API_KEY"],
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"npm": "@ai-sdk/alibaba",
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"models": {
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"toggle-only": {
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"id": "toggle-only",
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"name": "Toggle Only",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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},
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"toggle-budget": {
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"id": "toggle-budget",
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"name": "Toggle Budget",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "budget_tokens", "max": 16000 }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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}
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}
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},
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"vercel": {
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"id": "vercel",
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"name": "Vercel AI Gateway",
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"env": ["AI_GATEWAY_API_KEY"],
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"npm": "@ai-sdk/gateway",
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"models": {
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"alibaba/qwen-toggle": {
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"id": "alibaba/qwen-toggle",
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"name": "Gateway Alibaba Toggle",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "budget_tokens", "max": 16000 }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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},
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"amazon/nova-2-lite": {
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"id": "amazon/nova-2-lite",
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"name": "Gateway Nova 2 Lite",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "effort", "values": ["low", "high"] }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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},
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"deepseek/deepseek-toggle": {
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"id": "deepseek/deepseek-toggle",
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"name": "Gateway DeepSeek Toggle",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "effort", "values": ["low", "high"] }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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}
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}
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},
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"openrouter": {
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"id": "openrouter",
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"name": "OpenRouter",
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"env": ["OPENROUTER_API_KEY"],
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"npm": "@openrouter/ai-sdk-provider",
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"models": {
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"openrouter-toggle": {
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"id": "openrouter-toggle",
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"name": "OpenRouter Toggle",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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}
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}
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},
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"google": {
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"id": "google",
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"name": "Google",
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"env": ["GOOGLE_GENERATIVE_AI_API_KEY"],
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"npm": "@ai-sdk/google",
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"models": {
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"gemini-2.5-flash": {
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"id": "gemini-2.5-flash",
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"name": "Gemini 2.5 Flash",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "budget_tokens", "min": 0, "max": 16000 }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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}
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}
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},
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"google-vertex": {
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"id": "google-vertex",
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"name": "Google Vertex",
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"env": ["GOOGLE_VERTEX_PROJECT"],
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"npm": "@ai-sdk/google-vertex",
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"models": {
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"gemini-2.5-flash-lite": {
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"id": "gemini-2.5-flash-lite",
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"name": "Gemini 2.5 Flash Lite",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "budget_tokens", "min": 512, "max": 16000 }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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}
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}
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},
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"amazon-bedrock": {
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"id": "amazon-bedrock",
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"name": "Amazon Bedrock",
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"env": ["AWS_ACCESS_KEY_ID"],
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"npm": "@ai-sdk/amazon-bedrock",
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"models": {
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"amazon.nova-2-lite-v1:0": {
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"id": "amazon.nova-2-lite-v1:0",
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"name": "Nova 2 Lite",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "effort", "values": ["low", "high"] }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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}
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}
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},
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"sap-ai-core": {
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"id": "sap-ai-core",
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"name": "SAP AI Core",
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"env": ["AICORE_SERVICE_KEY"],
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"npm": "@jerome-benoit/sap-ai-provider-v2",
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"models": {
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"gemini-2.5-flash": {
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"id": "gemini-2.5-flash",
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"name": "Gemini 2.5 Flash",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "budget_tokens", "min": 0, "max": 16000 }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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},
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"amazon--nova-lite": {
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"id": "amazon--nova-lite",
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"name": "Nova Lite",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "toggle" }, { "type": "effort", "values": ["low", "high"] }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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},
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"cohere--command-a-reasoning": {
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"id": "cohere--command-a-reasoning",
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"name": "Command A Reasoning",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [
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{ "type": "toggle" },
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{ "type": "effort", "values": ["low", "high"] },
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{ "type": "budget_tokens", "min": 1 }
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],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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},
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"anthropic--claude-4.7-opus": {
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"id": "anthropic--claude-4.7-opus",
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"name": "Claude 4.7 Opus",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "effort", "values": ["low"] }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 8192 }
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"limit": { "context": 128000, "output": 20000 }
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},
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"anthropic--claude-4-sonnet": {
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"id": "anthropic--claude-4-sonnet",
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"name": "Claude 4 Sonnet",
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"release_date": "2026-01-01",
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"attachment": false,
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"reasoning": true,
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"reasoning_options": [{ "type": "budget_tokens", "min": 1024, "max": 16000 }],
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"temperature": true,
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"tool_call": true,
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"limit": { "context": 128000, "output": 20000 }
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}
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}
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}
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@ -292,6 +292,12 @@ describe("ModelsDevPlugin", () => {
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ModelV2.VariantID.make("high"),
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])
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const pro = yield* catalog.model.get(ProviderV2.ID.openai, ModelV2.ID.make("gpt-reasoning-pro"))
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expect(pro).toMatchObject({
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id: "gpt-reasoning-pro",
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body: { reasoning: { mode: "pro" } },
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})
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const budgetModel = yield* catalog.model.get(ProviderV2.ID.anthropic, ModelV2.ID.make("claude-budget"))
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expect(budgetModel?.variants).toContainEqual({
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id: ModelV2.VariantID.make("high"),
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@ -299,17 +305,292 @@ describe("ModelsDevPlugin", () => {
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})
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expect(budgetModel?.variants).toContainEqual({
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id: ModelV2.VariantID.make("max"),
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settings: { thinking: { type: "enabled", budgetTokens: 64000 } },
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settings: { thinking: { type: "enabled", budgetTokens: 31999 } },
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})
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const anthropicEffortModel = yield* catalog.model.get(
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ProviderV2.ID.anthropic,
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ModelV2.ID.make("claude-effort"),
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ModelV2.ID.make("claude-opus-4.7"),
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)
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expect(anthropicEffortModel?.variants).toContainEqual({
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id: ModelV2.VariantID.make("low"),
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settings: { thinking: { type: "adaptive", display: "summarized" }, effort: "low" },
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})
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expect(anthropicEffortModel?.variants).toEqual([
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{ id: ModelV2.VariantID.make("none"), settings: { thinking: { type: "disabled" } } },
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{
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id: ModelV2.VariantID.make("low"),
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settings: { thinking: { type: "adaptive", display: "summarized" }, effort: "low" },
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},
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])
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const anthropicToggleModel = yield* catalog.model.get(
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ProviderV2.ID.anthropic,
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ModelV2.ID.make("claude-toggle"),
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)
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expect(anthropicToggleModel?.variants).toEqual([
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{ id: ModelV2.VariantID.make("none"), settings: { thinking: { type: "disabled" } } },
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: { thinking: { type: "adaptive", display: "summarized" } },
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},
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])
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const opus45 = yield* catalog.model.get(ProviderV2.ID.anthropic, ModelV2.ID.make("claude-opus-4-5"))
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expect(opus45?.variants).toEqual([
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{ id: ModelV2.VariantID.make("low"), settings: { effort: "low" } },
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{ id: ModelV2.VariantID.make("high"), settings: { effort: "high" } },
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])
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const grok = yield* catalog.model.get(ProviderV2.ID.make("xai"), ModelV2.ID.make("grok-4.5"))
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expect(grok?.variants).toEqual(
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["low", "medium", "high"].map((id) => ({
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id: ModelV2.VariantID.make(id),
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settings: { reasoningEffort: id },
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})),
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)
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const minimax = yield* catalog.model.get(ProviderV2.ID.make("opencode-go"), ModelV2.ID.make("minimax-m3"))
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expect(minimax?.variants).toEqual([
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{ id: ModelV2.VariantID.make("none"), settings: { thinking: { type: "disabled" } } },
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: { thinking: { type: "adaptive", display: "summarized" } },
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},
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])
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const toggle = yield* catalog.model.get(ProviderV2.ID.make("alibaba"), ModelV2.ID.make("toggle-only"))
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expect(toggle?.variants).toEqual([
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{ id: ModelV2.VariantID.make("none"), settings: { enableThinking: false } },
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{ id: ModelV2.VariantID.make("thinking"), settings: { enableThinking: true } },
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])
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const combined = yield* catalog.model.get(ProviderV2.ID.make("alibaba"), ModelV2.ID.make("toggle-budget"))
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expect(combined?.variants).toEqual([
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{ id: ModelV2.VariantID.make("none"), settings: { enableThinking: false } },
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{
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id: ModelV2.VariantID.make("high"),
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settings: { enableThinking: true, thinkingBudget: 8000 },
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},
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{
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id: ModelV2.VariantID.make("max"),
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settings: { enableThinking: true, thinkingBudget: 16000 },
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},
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])
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const gateway = yield* catalog.model.get(ProviderV2.ID.make("vercel"), ModelV2.ID.make("alibaba/qwen-toggle"))
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expect(gateway?.variants).toEqual([
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{ id: ModelV2.VariantID.make("none"), settings: { enableThinking: false } },
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{
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id: ModelV2.VariantID.make("high"),
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settings: { enableThinking: true, thinkingBudget: 8000 },
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},
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{
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id: ModelV2.VariantID.make("max"),
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settings: { enableThinking: true, thinkingBudget: 16000 },
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},
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])
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const gatewayNova = yield* catalog.model.get(
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ProviderV2.ID.make("vercel"),
|
||||
ModelV2.ID.make("amazon/nova-2-lite"),
|
||||
)
|
||||
expect(gatewayNova?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: { additionalModelRequestFields: { reasoningConfig: { type: "disabled" } } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("low"),
|
||||
settings: { reasoningConfig: { type: "enabled", maxReasoningEffort: "low" } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: { reasoningConfig: { type: "enabled", maxReasoningEffort: "high" } },
|
||||
},
|
||||
])
|
||||
|
||||
const gatewayFallback = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("vercel"),
|
||||
ModelV2.ID.make("deepseek/deepseek-toggle"),
|
||||
)
|
||||
expect(gatewayFallback?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: { reasoning: { enabled: false } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("low"),
|
||||
settings: { reasoningEffort: "low" },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: { reasoningEffort: "high" },
|
||||
},
|
||||
])
|
||||
|
||||
const openrouter = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("openrouter"),
|
||||
ModelV2.ID.make("openrouter-toggle"),
|
||||
)
|
||||
expect(openrouter?.variants).toEqual([
|
||||
{ id: ModelV2.VariantID.make("none"), settings: { reasoning: { enabled: false } } },
|
||||
{ id: ModelV2.VariantID.make("thinking"), settings: { reasoning: { enabled: true } } },
|
||||
])
|
||||
|
||||
const google = yield* catalog.model.get(ProviderV2.ID.make("google"), ModelV2.ID.make("gemini-2.5-flash"))
|
||||
expect(google?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: { thinkingConfig: { includeThoughts: false, thinkingBudget: 0 } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: { thinkingConfig: { includeThoughts: true, thinkingBudget: 8000 } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("max"),
|
||||
settings: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16000 } },
|
||||
},
|
||||
])
|
||||
|
||||
const vertex = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("google-vertex"),
|
||||
ModelV2.ID.make("gemini-2.5-flash-lite"),
|
||||
)
|
||||
expect(vertex?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: { thinkingConfig: { includeThoughts: false, thinkingBudget: 0 } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: { thinkingConfig: { includeThoughts: true, thinkingBudget: 8000 } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("max"),
|
||||
settings: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16000 } },
|
||||
},
|
||||
])
|
||||
|
||||
const bedrock = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("amazon-bedrock"),
|
||||
ModelV2.ID.make("amazon.nova-2-lite-v1:0"),
|
||||
)
|
||||
expect(bedrock?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: { additionalModelRequestFields: { reasoningConfig: { type: "disabled" } } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("low"),
|
||||
settings: { reasoningConfig: { type: "enabled", maxReasoningEffort: "low" } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: { reasoningConfig: { type: "enabled", maxReasoningEffort: "high" } },
|
||||
},
|
||||
])
|
||||
|
||||
const sapGemini = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("sap-ai-core"),
|
||||
ModelV2.ID.make("gemini-2.5-flash"),
|
||||
)
|
||||
expect(sapGemini?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: { modelParams: { thinkingConfig: { includeThoughts: false, thinkingBudget: 0 } } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: { modelParams: { thinkingConfig: { includeThoughts: true, thinkingBudget: 8000 } } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("max"),
|
||||
settings: { modelParams: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16000 } } },
|
||||
},
|
||||
])
|
||||
|
||||
const sapNova = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("sap-ai-core"),
|
||||
ModelV2.ID.make("amazon--nova-lite"),
|
||||
)
|
||||
expect(sapNova?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: {
|
||||
modelParams: { additionalModelRequestFields: { thinking: { type: "disabled" } } },
|
||||
},
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("low"),
|
||||
settings: {
|
||||
modelParams: { additionalModelRequestFields: { output_config: { effort: "low" } } },
|
||||
},
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: {
|
||||
modelParams: { additionalModelRequestFields: { output_config: { effort: "high" } } },
|
||||
},
|
||||
},
|
||||
])
|
||||
|
||||
const sapCohere = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("sap-ai-core"),
|
||||
ModelV2.ID.make("cohere--command-a-reasoning"),
|
||||
)
|
||||
expect(sapCohere?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("none"),
|
||||
settings: { modelParams: { thinking: { type: "disabled" } } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("low"),
|
||||
settings: { modelParams: { reasoning_effort: "low" } },
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: { modelParams: { reasoning_effort: "high" } },
|
||||
},
|
||||
])
|
||||
|
||||
const sapAnthropicEffort = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("sap-ai-core"),
|
||||
ModelV2.ID.make("anthropic--claude-4.7-opus"),
|
||||
)
|
||||
expect(sapAnthropicEffort?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("low"),
|
||||
settings: {
|
||||
modelParams: {
|
||||
additionalModelRequestFields: {
|
||||
thinking: { type: "adaptive", display: "summarized" },
|
||||
output_config: { effort: "low" },
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
])
|
||||
|
||||
const sapAnthropicBudget = yield* catalog.model.get(
|
||||
ProviderV2.ID.make("sap-ai-core"),
|
||||
ModelV2.ID.make("anthropic--claude-4-sonnet"),
|
||||
)
|
||||
expect(sapAnthropicBudget?.variants).toEqual([
|
||||
{
|
||||
id: ModelV2.VariantID.make("high"),
|
||||
settings: {
|
||||
modelParams: {
|
||||
additionalModelRequestFields: { thinking: { type: "enabled", budget_tokens: 8000 } },
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
id: ModelV2.VariantID.make("max"),
|
||||
settings: {
|
||||
modelParams: {
|
||||
additionalModelRequestFields: { thinking: { type: "enabled", budget_tokens: 16000 } },
|
||||
},
|
||||
},
|
||||
},
|
||||
])
|
||||
}).pipe(Effect.provide(AppNodeBuilder.build(ModelsDev.node))),
|
||||
(previous) =>
|
||||
Effect.sync(() => {
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue