fix(core): expand reasoning option variants (#36894)
This commit is contained in:
parent
2cb2f9d538
commit
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7 changed files with 988 additions and 53 deletions
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@ -103,7 +103,7 @@ function wrapSSE(res: Response, ms: number, ctl: AbortController) {
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}
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function prepareOptions(model: ModelV2.Info, pkg: string) {
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const projected = mapBodyToProviderOptions(model)
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const projected = mapBodyToProviderOptions(model, pkg)
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const options: Record<string, any> = {
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name: model.providerID,
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...(model.settings ?? {}),
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@ -265,7 +265,7 @@ export const locationLayer = Layer.effect(
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cause: new Error(`Unsupported package ${model.package}`),
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})
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const packageName = ProviderV2.packageName(model.package) ?? ""
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const packageName = ProviderV2.packageName(model.package)
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const options = prepareOptions(model, packageName)
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const sdkKey = cacheKey({
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providerID: model.providerID,
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@ -301,11 +301,17 @@ export const locationLayer = Layer.effect(
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export const defaultLayer = locationLayer
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function modelFromLanguage(info: ModelV2.Info, language: LanguageModelV3) {
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const packageName = ProviderV2.packageName(info.package)
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const projected = mapBodyToProviderOptions(info)
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const packageName = ProviderV2.packageName(info.package!)
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const projected = mapBodyToProviderOptions(info, packageName)
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const optionKey = providerOptionKey(packageName, info.providerID)
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const providerOptions = (() => {
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if (projected.settings === undefined) return
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if (packageName === "@ai-sdk/gateway") return gatewayProviderOptions(info.modelID ?? info.id, projected.settings)
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if (packageName === "@ai-sdk/azure") return { openai: projected.settings, azure: projected.settings }
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return { [optionKey]: projected.settings }
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})()
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const route: AnyRoute = {
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id: `ai-sdk:${ProviderV2.packageName(info.package) ?? "unknown"}`,
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id: `ai-sdk:${packageName}`,
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provider: ProviderID.make(info.providerID),
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providerMetadataKey: optionKey,
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protocol: "ai-sdk",
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@ -326,7 +332,7 @@ function modelFromLanguage(info: ModelV2.Info, language: LanguageModelV3) {
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headers: info.headers,
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},
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limits: { context: info.limit.context, output: info.limit.output },
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providerOptions: projected.settings === undefined ? undefined : { [optionKey]: projected.settings },
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providerOptions,
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},
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body: {
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schema: Schema.Unknown,
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@ -340,13 +346,35 @@ function modelFromLanguage(info: ModelV2.Info, language: LanguageModelV3) {
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return Model.make({ id: info.modelID ?? info.id, provider: info.providerID, route })
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}
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function gatewayProviderOptions(modelID: ModelV2.ID, settings: Readonly<Record<string, unknown>>) {
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const gateway =
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typeof settings.gateway === "object" && settings.gateway !== null && !Array.isArray(settings.gateway)
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? Object.fromEntries(Object.entries(settings.gateway))
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: undefined
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const model = Object.fromEntries(Object.entries(settings).filter(([key]) => key !== "gateway"))
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if (Object.keys(model).length === 0) return gateway === undefined ? undefined : { gateway }
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const separator = modelID.indexOf("/")
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const prefix = separator > 0 ? modelID.slice(0, separator) : undefined
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if (prefix)
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return { ...(gateway === undefined ? {} : { gateway }), [prefix === "amazon" ? "bedrock" : prefix]: model }
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if (typeof gateway === "object" && gateway !== null && !Array.isArray(gateway))
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return { gateway: { ...gateway, ...model } }
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return { gateway: model }
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}
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function providerOptionKey(packageName: string | undefined, providerID: ProviderV2.ID) {
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if (packageName === "@ai-sdk/google") return "google"
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if (packageName === "@ai-sdk/google-vertex") return "vertex"
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if (packageName === "@ai-sdk/google-vertex/anthropic") return "anthropic"
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if (packageName === "@ai-sdk/amazon-bedrock" || packageName === "@ai-sdk/amazon-bedrock/mantle") return "bedrock"
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if (packageName === "@ai-sdk/amazon-bedrock") return "bedrock"
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if (packageName === "@ai-sdk/amazon-bedrock/mantle") return "openai"
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if (packageName === "@ai-sdk/azure") return "azure"
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if (packageName === "@ai-sdk/github-copilot") return "copilot"
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if (packageName === "@jerome-benoit/sap-ai-provider-v2") return "sap-ai"
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if (packageName === "@ai-sdk/openai-compatible") return providerID.split(".")[0]
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if (packageName === "@openrouter/ai-sdk-provider") return "openrouter"
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if (packageName === "ai-gateway-provider") return "openaiCompatible"
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if (packageName?.startsWith("@ai-sdk/")) return packageName.slice("@ai-sdk/".length)
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return providerID
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}
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@ -361,14 +389,18 @@ function requestSettings(settings: Readonly<Record<string, unknown>> | undefined
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return Object.keys(result).length === 0 ? undefined : result
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}
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function mapBodyToProviderOptions(model: ModelV2.Info) {
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function mapBodyToProviderOptions(model: ModelV2.Info, packageName: string) {
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const settings = requestSettings(model.settings)
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if (!Schema.is(Schema.Struct({ mode: Schema.Literal("pro") }))(model.body?.reasoning))
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return { settings, body: model.body }
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const pro = Schema.is(Schema.Struct({ mode: Schema.Literal("pro") }))(model.body?.reasoning)
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const forceReasoning =
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["@ai-sdk/openai", "@ai-sdk/azure", "@ai-sdk/amazon-bedrock/mantle"].includes(packageName) &&
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(pro || settings?.reasoningEffort !== undefined || settings?.reasoningSummary !== undefined)
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const normalized = forceReasoning ? ProviderV2.mergeOverlay(settings, { forceReasoning: true }) : settings
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if (!pro) return { settings: normalized, body: model.body }
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const body = { ...model.body }
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delete body.reasoning
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return {
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settings: ProviderV2.mergeOverlay(settings, { reasoningMode: "pro" }),
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settings: ProviderV2.mergeOverlay(normalized, { reasoningMode: "pro" }),
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body: Object.keys(body).length === 0 ? undefined : body,
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}
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}
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@ -56,7 +56,10 @@ type SourceModel = {
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string,
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{
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readonly cost?: Cost
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readonly provider?: { readonly body?: ProviderV2.Settings; readonly headers?: Readonly<Record<string, string>> }
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readonly provider?: {
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readonly body?: ProviderV2.Settings
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readonly headers?: Readonly<Record<string, string>>
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}
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}
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>
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>
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@ -70,7 +73,7 @@ type SourceProvider = {
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readonly name: string
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readonly env: readonly string[]
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readonly id: string
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readonly npm?: string
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readonly npm: string
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readonly models: Readonly<Record<string, SourceModel>>
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}
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@ -87,7 +90,7 @@ function normalize(input: Record<string, SourceProvider>): readonly Snapshot[] {
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const info = {
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id: providerID,
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name: item.name,
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package: item.npm ? ProviderV2.aisdk(item.npm) : "",
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package: ProviderV2.aisdk(item.npm),
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...(item.api ? { settings: { baseURL: item.api } } : {}),
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} satisfies ProviderV2.Info
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const models: ModelV2.Info[] = []
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@ -185,61 +188,294 @@ function mergeCost(base: ModelV2.Info["cost"], override: SourceModel["cost"] | u
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}
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const OPENAI_INCLUDE_ENCRYPTED_REASONING = ["reasoning.encrypted_content"]
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const OUTPUT_TOKEN_MAX = 32_000
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function reasoningVariants(provider: SourceProvider, model: SourceModel): NonNullable<ModelV2.Info["variants"]> {
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const npm = model.provider?.npm ?? provider.npm
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const options = model.reasoning_options ?? []
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const options = model.reasoning_options
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if (!options?.length) return []
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const toggle = options.some((option) => option.type === "toggle")
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const effort = options.find((option) => option.type === "effort")
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if (effort?.type === "effort") {
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return effort.values.flatMap((value) => {
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const raw: unknown = value
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const id = raw === null ? "none" : typeof raw === "string" ? raw : undefined
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if (id === undefined) return []
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const settings = settingsForEffort(npm, id)
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return settings ? [{ id: ModelV2.VariantID.make(id), settings }] : []
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})
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const off = toggle ? toggleVariants(npm, model.id).filter((variant) => variant.id === "none") : []
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const variants = [
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...off,
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...effort.values.flatMap((value) => {
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const raw: unknown = value
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const id = typeof raw === "string" && raw !== "null" ? raw : undefined
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if (id === undefined) return []
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if (id === "none" && off.length > 0) return []
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const settings = settingsForEffort(npm, model.id, id)
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return settings ? [{ id: ModelV2.VariantID.make(id), settings }] : []
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}),
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]
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return [...new Map(variants.map((variant) => [variant.id, variant])).values()]
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}
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const budget = options.find((option) => option.type === "budget_tokens")
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if (budget?.type === "budget_tokens") return budgetVariants(npm, budget)
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if (budget?.type === "budget_tokens")
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return [
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...(toggle ? toggleVariants(npm, model.id).filter((variant) => variant.id === "none") : []),
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...budgetVariants(npm, model, budget),
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]
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if (toggle) return toggleVariants(npm, model.id)
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return []
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}
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function settingsForEffort(npm: string | undefined, effort: string): ProviderV2.Settings | undefined {
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function settingsForEffort(npm: string, modelID: string, effort: string): ProviderV2.Settings | undefined {
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if (npm === "@openrouter/ai-sdk-provider") return { reasoning: { effort } }
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if (npm === "@ai-sdk/anthropic" || npm === "@ai-sdk/google-vertex/anthropic")
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return { thinking: { type: "adaptive", display: "summarized" }, effort }
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if (npm === "@ai-sdk/anthropic" || npm === "@ai-sdk/google-vertex/anthropic") {
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if (anthropicManualThinking(modelID)) return { effort }
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return {
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thinking: { type: "adaptive", display: "summarized" },
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effort,
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}
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}
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if (npm === "@ai-sdk/google" || npm === "@ai-sdk/google-vertex")
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return { thinkingConfig: { includeThoughts: true, thinkingLevel: effort } }
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if (npm === "@ai-sdk/azure") return { reasoningEffort: effort }
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if (npm === "@ai-sdk/openai")
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if (npm === "@ai-sdk/amazon-bedrock") {
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if (modelID.includes("anthropic"))
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return {
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reasoningConfig: {
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...(anthropicManualThinking(modelID) ? {} : { type: "adaptive", display: "summarized" }),
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maxReasoningEffort: effort,
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},
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}
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return { reasoningConfig: { type: "enabled", maxReasoningEffort: effort } }
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}
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if (npm === "@ai-sdk/gateway") {
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const upstream = gatewayPackage(modelID)
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if (upstream) return settingsForEffort(upstream, modelID, effort)
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return { reasoningEffort: effort }
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}
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if (npm === "@ai-sdk/github-copilot") {
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if (modelID.includes("gemini")) return
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if (modelID.includes("claude")) return { reasoningEffort: effort }
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return { reasoningEffort: effort, reasoningSummary: "auto", include: OPENAI_INCLUDE_ENCRYPTED_REASONING }
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if (npm === "@ai-sdk/openai-compatible") return { reasoningEffort: effort }
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}
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if (npm === "@ai-sdk/openai" || npm === "@ai-sdk/amazon-bedrock/mantle" || npm === "@ai-sdk/azure")
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return { reasoningEffort: effort, reasoningSummary: "auto", include: OPENAI_INCLUDE_ENCRYPTED_REASONING }
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if (npm === "@jerome-benoit/sap-ai-provider-v2") {
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if (modelID.includes("anthropic"))
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return {
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modelParams: {
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additionalModelRequestFields: {
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...(anthropicManualThinking(modelID) ? {} : { thinking: { type: "adaptive", display: "summarized" } }),
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output_config: { effort },
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},
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},
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}
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if (modelID.includes("gemini"))
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return { modelParams: { thinkingConfig: { includeThoughts: true, thinkingLevel: effort } } }
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if (modelID.includes("amazon--nova"))
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return { modelParams: { additionalModelRequestFields: { output_config: { effort } } } }
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return { modelParams: { reasoning_effort: effort } }
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}
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if (
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[
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"@ai-sdk/openai-compatible",
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"@ai-sdk/xai",
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"@ai-sdk/mistral",
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"@ai-sdk/groq",
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"@ai-sdk/cerebras",
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"@ai-sdk/deepinfra",
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"@ai-sdk/togetherai",
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"venice-ai-sdk-provider",
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"ai-gateway-provider",
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].includes(npm)
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)
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return { reasoningEffort: effort }
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}
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function budgetVariants(
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npm: string | undefined,
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npm: string,
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model: SourceModel,
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option: Extract<NonNullable<SourceModel["reasoning_options"]>[number], { type: "budget_tokens" }>,
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): NonNullable<ModelV2.Info["variants"]> {
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const max = option.max
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const high =
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option.max === undefined
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? Math.max(option.min ?? 0, 16_000)
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: Math.min(Math.max(option.min ?? 0, 16_000), option.max)
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const maximum = Math.min(option.max ?? OUTPUT_TOKEN_MAX - 1, model.limit.output - 1, OUTPUT_TOKEN_MAX - 1)
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if (maximum <= 0) return []
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const high = Math.min(Math.max(option.min ?? 0, Math.floor((maximum + 1) / 2)), maximum)
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return [
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{ id: "high", budget: high },
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...(max === undefined || max === high ? [] : [{ id: "max", budget: max }]),
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{ id: "max", budget: maximum },
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].flatMap((item) => {
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const settings = settingsForBudget(npm, item.budget)
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const settings = settingsForBudget(npm, model.id, item.budget)
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return settings ? [{ id: ModelV2.VariantID.make(item.id), settings }] : []
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})
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}
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function settingsForBudget(npm: string | undefined, budget: number): ProviderV2.Settings | undefined {
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function toggleVariants(npm: string, modelID: string): NonNullable<ModelV2.Info["variants"]> {
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if (npm === "@ai-sdk/gateway") {
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const upstream = gatewayPackage(modelID)
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if (upstream) return toggleVariants(upstream, modelID)
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return [
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{
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id: ModelV2.VariantID.make("none"),
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settings: { reasoning: { enabled: false } },
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},
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: { reasoning: { enabled: true } },
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},
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]
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}
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if (npm === "@openrouter/ai-sdk-provider")
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return [
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{ id: ModelV2.VariantID.make("none"), settings: { reasoning: { enabled: false } } },
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{ id: ModelV2.VariantID.make("thinking"), settings: { reasoning: { enabled: true } } },
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]
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if (npm === "@ai-sdk/anthropic" || npm === "@ai-sdk/google-vertex/anthropic")
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return [
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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: {
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thinking: { type: "adaptive", display: "summarized" },
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},
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},
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]
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if (npm === "@ai-sdk/google" || npm === "@ai-sdk/google-vertex")
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return [
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{
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id: ModelV2.VariantID.make("none"),
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settings: { thinkingConfig: { includeThoughts: false, thinkingBudget: 0 } },
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},
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: { thinkingConfig: { includeThoughts: true, thinkingBudget: -1 } },
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},
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]
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if (npm === "@ai-sdk/amazon-bedrock") {
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const anthropic = modelID.includes("anthropic")
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return [
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{
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id: ModelV2.VariantID.make("none"),
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settings: {
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additionalModelRequestFields: anthropic
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? { thinking: { type: "disabled" } }
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: { reasoningConfig: { type: "disabled" } },
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},
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},
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: {
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additionalModelRequestFields: anthropic
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? { thinking: { type: "adaptive", display: "summarized" } }
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: { reasoningConfig: { type: "enabled" } },
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},
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},
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]
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}
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if (npm === "@ai-sdk/alibaba")
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return [
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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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if (npm === "@ai-sdk/cohere")
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return [
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{ id: ModelV2.VariantID.make("none"), settings: { thinking: { type: "disabled" } } },
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{ id: ModelV2.VariantID.make("thinking"), settings: { thinking: { type: "enabled" } } },
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]
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if (npm === "@jerome-benoit/sap-ai-provider-v2") {
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if (modelID.includes("gemini"))
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return [
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{
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id: ModelV2.VariantID.make("none"),
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settings: { modelParams: { thinkingConfig: { includeThoughts: false, thinkingBudget: 0 } } },
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},
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: { modelParams: { thinkingConfig: { includeThoughts: true, thinkingBudget: -1 } } },
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},
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]
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if (modelID.includes("cohere"))
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return [
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{
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id: ModelV2.VariantID.make("none"),
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settings: { modelParams: { thinking: { type: "disabled" } } },
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},
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: { modelParams: { thinking: { type: "enabled" } } },
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},
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]
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if (modelID.includes("amazon--nova"))
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return [
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{
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id: ModelV2.VariantID.make("none"),
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settings: { modelParams: { additionalModelRequestFields: { thinking: { type: "disabled" } } } },
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},
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{
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id: ModelV2.VariantID.make("thinking"),
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settings: { modelParams: { additionalModelRequestFields: { thinking: { type: "enabled" } } } },
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},
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]
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if (modelID.includes("anthropic"))
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return [
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{
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id: ModelV2.VariantID.make("none"),
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settings: {
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modelParams: { additionalModelRequestFields: { thinking: { type: "disabled" } } },
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},
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},
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{
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id: ModelV2.VariantID.make("thinking"),
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||||
settings: {
|
||||
modelParams: {
|
||||
additionalModelRequestFields: {
|
||||
thinking: { type: "adaptive", display: "summarized" },
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
]
|
||||
}
|
||||
return []
|
||||
}
|
||||
|
||||
function settingsForBudget(npm: string, modelID: string, budget: number): ProviderV2.Settings | undefined {
|
||||
if (npm === "@openrouter/ai-sdk-provider") return { reasoning: { max_tokens: budget } }
|
||||
if (npm === "@ai-sdk/anthropic" || npm === "@ai-sdk/google-vertex/anthropic")
|
||||
return { thinking: { type: "enabled", budgetTokens: budget } }
|
||||
if (npm === "@ai-sdk/google" || npm === "@ai-sdk/google-vertex")
|
||||
return { thinkingConfig: { includeThoughts: true, thinkingBudget: budget } }
|
||||
if (npm === "@ai-sdk/amazon-bedrock") return { reasoningConfig: { type: "enabled", budgetTokens: budget } }
|
||||
if (npm === "@ai-sdk/gateway") {
|
||||
const upstream = gatewayPackage(modelID)
|
||||
return upstream ? settingsForBudget(upstream, modelID, budget) : { reasoning: { max_tokens: budget } }
|
||||
}
|
||||
if (npm === "@ai-sdk/cohere") return { thinking: { type: "enabled", tokenBudget: budget } }
|
||||
if (npm === "@ai-sdk/alibaba") return { enableThinking: true, thinkingBudget: budget }
|
||||
if (npm === "@jerome-benoit/sap-ai-provider-v2") {
|
||||
if (modelID.includes("anthropic"))
|
||||
return {
|
||||
modelParams: {
|
||||
additionalModelRequestFields: { thinking: { type: "enabled", budget_tokens: budget } },
|
||||
},
|
||||
}
|
||||
if (modelID.includes("gemini"))
|
||||
return { modelParams: { thinkingConfig: { includeThoughts: true, thinkingBudget: budget } } }
|
||||
if (modelID.includes("cohere")) return { modelParams: { thinking: { type: "enabled", token_budget: budget } } }
|
||||
}
|
||||
}
|
||||
|
||||
function gatewayPackage(modelID: string) {
|
||||
const separator = modelID.indexOf("/")
|
||||
if (separator <= 0) return
|
||||
const prefix = modelID.slice(0, separator)
|
||||
if (prefix === "anthropic") return "@ai-sdk/anthropic"
|
||||
if (prefix === "google") return "@ai-sdk/google"
|
||||
if (prefix === "amazon") return "@ai-sdk/amazon-bedrock"
|
||||
if (prefix === "alibaba") return "@ai-sdk/alibaba"
|
||||
}
|
||||
|
||||
function anthropicManualThinking(modelID: string) {
|
||||
const familyFirst = /(?:claude-)?(?:opus|sonnet|haiku)-(\d+)(?:[.-](\d+))?/i.exec(modelID)
|
||||
const versionFirst = /claude-(\d+)(?:[.-](\d+))?-(?:opus|sonnet|haiku)/i.exec(modelID)
|
||||
const major = Number(familyFirst?.[1] ?? versionFirst?.[1])
|
||||
const rawMinor = Number(familyFirst?.[2] ?? versionFirst?.[2] ?? 0)
|
||||
if (!Number.isFinite(major)) return false
|
||||
const minor = rawMinor > 9 ? 0 : rawMinor
|
||||
return major < 4 || (major === 4 && minor < 6)
|
||||
}
|
||||
|
||||
function modeName(model: SourceModel, mode: string) {
|
||||
|
|
|
|||
|
|
@ -11,9 +11,12 @@ export const ID = Provider.ID
|
|||
export type ID = typeof ID.Type
|
||||
|
||||
export const AISDK_PREFIX = "aisdk:"
|
||||
export const isAISDK = (value: string | undefined) => value?.startsWith(AISDK_PREFIX) ?? false
|
||||
export const isAISDK = (value: string | undefined): value is string => value?.startsWith(AISDK_PREFIX) ?? false
|
||||
export const aisdk = (value: string) => (isAISDK(value) ? value : `${AISDK_PREFIX}${value}`)
|
||||
export const packageName = (value: string | undefined) => {
|
||||
export function packageName(value: string): string
|
||||
export function packageName(value: undefined): undefined
|
||||
export function packageName(value: string | undefined): string | undefined
|
||||
export function packageName(value: string | undefined) {
|
||||
if (value === undefined || !isAISDK(value)) return value
|
||||
return value.slice(AISDK_PREFIX.length)
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue