fix(ai): Fix a configuration bug with Opus 4.7 adaptive thinking (#3286)
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package-lock.json
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@@ -64,9 +64,9 @@
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}
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}
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},
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},
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"node_modules/@anthropic-ai/sdk": {
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"node_modules/@anthropic-ai/sdk": {
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"version": "0.73.0",
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"version": "0.90.0",
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"resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.73.0.tgz",
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"resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.90.0.tgz",
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"integrity": "sha512-URURVzhxXGJDGUGFunIOtBlSl7KWvZiAAKY/ttTkZAkXT9bTPqdk2eK0b8qqSxXpikh3QKPnPYpiyX98zf5ebw==",
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"integrity": "sha512-MzZtPabJF1b0FTDl6Z6H5ljphPwACLGP13lu8MTiB8jXaW/YXlpOp+Po2cVou3MPM5+f5toyLnul9whKCy7fBg==",
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"license": "MIT",
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"license": "MIT",
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"dependencies": {
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"dependencies": {
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"json-schema-to-ts": "^3.1.1"
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"json-schema-to-ts": "^3.1.1"
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@@ -8714,8 +8714,8 @@
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"version": "0.67.4",
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"version": "0.67.4",
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"license": "MIT",
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"license": "MIT",
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"dependencies": {
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"dependencies": {
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"@anthropic-ai/sdk": "^0.73.0",
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"@anthropic-ai/sdk": "^0.90.0",
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"@aws-sdk/client-bedrock-runtime": "^3.983.0",
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"@aws-sdk/client-bedrock-runtime": "^3.1030.0",
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"@google/genai": "^1.40.0",
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"@google/genai": "^1.40.0",
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"@mistralai/mistralai": "1.14.1",
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"@mistralai/mistralai": "1.14.1",
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"@sinclair/typebox": "^0.34.41",
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"@sinclair/typebox": "^0.34.41",
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@@ -72,8 +72,8 @@
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"prepublishOnly": "npm run clean && npm run build"
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"prepublishOnly": "npm run clean && npm run build"
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},
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},
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"dependencies": {
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"dependencies": {
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"@anthropic-ai/sdk": "^0.73.0",
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"@anthropic-ai/sdk": "^0.90.0",
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"@aws-sdk/client-bedrock-runtime": "^3.983.0",
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"@aws-sdk/client-bedrock-runtime": "^3.1030.0",
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"@google/genai": "^1.40.0",
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"@google/genai": "^1.40.0",
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"@mistralai/mistralai": "1.14.1",
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"@mistralai/mistralai": "1.14.1",
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"@sinclair/typebox": "^0.34.41",
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"@sinclair/typebox": "^0.34.41",
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@@ -50,14 +50,19 @@ export function calculateCost<TApi extends Api>(model: Model<TApi>, usage: Usage
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*
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*
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* Supported today:
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* Supported today:
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* - GPT-5.2 / GPT-5.3 / GPT-5.4 model families
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* - GPT-5.2 / GPT-5.3 / GPT-5.4 model families
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* - Opus 4.6 models (xhigh maps to adaptive effort "max" on Anthropic-compatible providers)
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* - Opus 4.6+ models (xhigh maps to adaptive effort "max" on Anthropic-compatible providers)
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*/
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*/
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export function supportsXhigh<TApi extends Api>(model: Model<TApi>): boolean {
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export function supportsXhigh<TApi extends Api>(model: Model<TApi>): boolean {
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if (model.id.includes("gpt-5.2") || model.id.includes("gpt-5.3") || model.id.includes("gpt-5.4")) {
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if (model.id.includes("gpt-5.2") || model.id.includes("gpt-5.3") || model.id.includes("gpt-5.4")) {
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return true;
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return true;
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}
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}
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if (model.id.includes("opus-4-6") || model.id.includes("opus-4.6")) {
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if (
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model.id.includes("opus-4-6") ||
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model.id.includes("opus-4.6") ||
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model.id.includes("opus-4-7") ||
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model.id.includes("opus-4.7")
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) {
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return true;
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return true;
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}
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}
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@@ -423,12 +423,14 @@ function handleContentBlockStop(
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}
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}
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/**
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/**
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* Check if the model supports adaptive thinking (Opus 4.6 and Sonnet 4.6).
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* Check if the model supports adaptive thinking (Opus 4.6+, Sonnet 4.6).
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*/
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*/
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function supportsAdaptiveThinking(modelId: string): boolean {
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function supportsAdaptiveThinking(modelId: string): boolean {
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return (
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return (
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modelId.includes("opus-4-6") ||
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modelId.includes("opus-4-6") ||
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modelId.includes("opus-4.6") ||
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modelId.includes("opus-4.6") ||
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modelId.includes("opus-4-7") ||
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modelId.includes("opus-4.7") ||
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modelId.includes("sonnet-4-6") ||
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modelId.includes("sonnet-4-6") ||
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modelId.includes("sonnet-4.6")
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modelId.includes("sonnet-4.6")
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);
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);
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@@ -437,7 +439,7 @@ function supportsAdaptiveThinking(modelId: string): boolean {
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function mapThinkingLevelToEffort(
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function mapThinkingLevelToEffort(
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level: SimpleStreamOptions["reasoning"],
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level: SimpleStreamOptions["reasoning"],
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modelId: string,
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modelId: string,
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): "low" | "medium" | "high" | "max" {
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): "low" | "medium" | "high" | "xhigh" | "max" {
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switch (level) {
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switch (level) {
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case "minimal":
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case "minimal":
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case "low":
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case "low":
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@@ -447,7 +449,13 @@ function mapThinkingLevelToEffort(
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case "high":
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case "high":
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return "high";
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return "high";
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case "xhigh":
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case "xhigh":
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return modelId.includes("opus-4-6") || modelId.includes("opus-4.6") ? "max" : "high";
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if (modelId.includes("opus-4-6") || modelId.includes("opus-4.6")) {
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return "max";
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}
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if (modelId.includes("opus-4-7") || modelId.includes("opus-4.7")) {
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return "xhigh";
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}
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return "high";
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default:
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default:
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return "high";
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return "high";
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}
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}
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@@ -153,7 +153,7 @@ function convertContentBlocks(content: (TextContent | ImageContent)[]):
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return blocks;
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return blocks;
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}
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}
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export type AnthropicEffort = "low" | "medium" | "high" | "max";
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export type AnthropicEffort = "low" | "medium" | "high" | "xhigh" | "max";
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export interface AnthropicOptions extends StreamOptions {
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export interface AnthropicOptions extends StreamOptions {
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/**
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/**
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@@ -168,9 +168,10 @@ export interface AnthropicOptions extends StreamOptions {
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*/
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*/
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thinkingBudgetTokens?: number;
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thinkingBudgetTokens?: number;
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/**
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/**
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* Effort level for adaptive thinking (Opus 4.6 and Sonnet 4.6).
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* Effort level for adaptive thinking (Opus 4.6+ and Sonnet 4.6).
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* Controls how much thinking Claude allocates:
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* Controls how much thinking Claude allocates:
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* - "max": Always thinks with no constraints (Opus 4.6 only)
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* - "max": Always thinks with no constraints (Opus 4.6 only)
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* - "xhigh": Highest reasoning level (Opus 4.7)
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* - "high": Always thinks, deep reasoning (default)
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* - "high": Always thinks, deep reasoning (default)
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* - "medium": Moderate thinking, may skip for simple queries
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* - "medium": Moderate thinking, may skip for simple queries
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* - "low": Minimal thinking, skips for simple tasks
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* - "low": Minimal thinking, skips for simple tasks
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@@ -448,13 +449,15 @@ export const streamAnthropic: StreamFunction<"anthropic-messages", AnthropicOpti
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};
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};
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/**
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/**
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* Check if a model supports adaptive thinking (Opus 4.6 and Sonnet 4.6)
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* Check if a model supports adaptive thinking (Opus 4.6+, Sonnet 4.6)
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*/
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*/
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function supportsAdaptiveThinking(modelId: string): boolean {
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function supportsAdaptiveThinking(modelId: string): boolean {
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// Opus 4.6 and Sonnet 4.6 model IDs (with or without date suffix)
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// Adaptive-thinking model IDs (with or without date suffix)
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return (
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return (
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modelId.includes("opus-4-6") ||
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modelId.includes("opus-4-6") ||
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modelId.includes("opus-4.6") ||
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modelId.includes("opus-4.6") ||
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modelId.includes("opus-4-7") ||
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modelId.includes("opus-4.7") ||
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modelId.includes("sonnet-4-6") ||
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modelId.includes("sonnet-4-6") ||
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modelId.includes("sonnet-4.6")
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modelId.includes("sonnet-4.6")
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);
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);
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@@ -462,7 +465,7 @@ function supportsAdaptiveThinking(modelId: string): boolean {
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/**
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/**
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* Map ThinkingLevel to Anthropic effort levels for adaptive thinking.
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* Map ThinkingLevel to Anthropic effort levels for adaptive thinking.
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* Note: effort "max" is only valid on Opus 4.6.
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* Note: effort "max" is only valid on Opus 4.6, while Opus 4.7 supports "xhigh".
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*/
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*/
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function mapThinkingLevelToEffort(level: SimpleStreamOptions["reasoning"], modelId: string): AnthropicEffort {
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function mapThinkingLevelToEffort(level: SimpleStreamOptions["reasoning"], modelId: string): AnthropicEffort {
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switch (level) {
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switch (level) {
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@@ -475,7 +478,13 @@ function mapThinkingLevelToEffort(level: SimpleStreamOptions["reasoning"], model
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case "high":
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case "high":
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return "high";
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return "high";
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case "xhigh":
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case "xhigh":
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return modelId.includes("opus-4-6") || modelId.includes("opus-4.6") ? "max" : "high";
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if (modelId.includes("opus-4-6") || modelId.includes("opus-4.6")) {
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return "max";
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}
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if (modelId.includes("opus-4-7") || modelId.includes("opus-4.7")) {
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return "xhigh";
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}
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return "high";
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default:
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default:
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return "high";
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return "high";
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}
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}
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72
packages/ai/test/anthropic-opus-4-7-smoke.test.ts
Normal file
72
packages/ai/test/anthropic-opus-4-7-smoke.test.ts
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@@ -0,0 +1,72 @@
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import { describe, expect, it } from "vitest";
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import { getModel } from "../src/models.js";
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import { streamSimple } from "../src/stream.js";
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import type { Context } from "../src/types.js";
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interface AnthropicThinkingPayload {
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thinking?: { type: string };
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output_config?: { effort?: string };
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}
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function makeContext(): Context {
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return {
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systemPrompt: "You are a precise assistant. Follow the user's instructions exactly.",
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messages: [
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{
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role: "user",
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content:
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"Compute 48291 * 7317 and 90844 - 17729, add the results, and determine whether the sum is divisible by 11. Reply with exactly this format and nothing else: sum=<sum>; divisibleBy11=<yes|no>",
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timestamp: Date.now(),
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},
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],
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};
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}
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describe.skipIf(!process.env.ANTHROPIC_API_KEY)("Anthropic Opus 4.7 smoke", () => {
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it("streams Claude Opus 4.7 with reasoning enabled", { retry: 2, timeout: 30000 }, async () => {
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const model = getModel("anthropic", "claude-opus-4-7");
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let capturedPayload: AnthropicThinkingPayload | undefined;
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const s = streamSimple(model, makeContext(), {
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reasoning: "high",
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maxTokens: 1024,
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onPayload: (payload) => {
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capturedPayload = payload as AnthropicThinkingPayload;
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return payload;
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},
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});
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let sawThinking = false;
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for await (const event of s) {
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if (event.type === "thinking_start" || event.type === "thinking_delta" || event.type === "thinking_end") {
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sawThinking = true;
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}
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}
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const response = await s.result();
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expect(response.stopReason, response.errorMessage).toBe("stop");
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expect(response.errorMessage).toBeFalsy();
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expect(capturedPayload?.thinking).toEqual({ type: "adaptive" });
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expect(capturedPayload?.output_config).toEqual({ effort: "high" });
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expect(sawThinking).toBe(true);
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const thinkingBlock = response.content.find((block) => block.type === "thinking");
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expect(thinkingBlock?.type).toBe("thinking");
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if (!thinkingBlock || thinkingBlock.type !== "thinking") {
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throw new Error("Expected thinking block from Claude Opus 4.7");
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}
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expect(typeof thinkingBlock.thinkingSignature).toBe("string");
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const thinkingSignature = thinkingBlock.thinkingSignature;
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if (!thinkingSignature) {
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throw new Error("Expected thinking signature from Claude Opus 4.7");
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}
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expect(thinkingSignature.length).toBeGreaterThan(0);
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const text = response.content
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.filter((block) => block.type === "text")
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.map((block) => block.text)
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.join("")
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.trim();
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expect(text).toBe("sum=353418362; divisibleBy11=yes");
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});
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});
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@@ -1,7 +1,7 @@
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import { describe, expect, it } from "vitest";
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import { describe, expect, it } from "vitest";
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import { getModel } from "../src/models.js";
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import { getModel } from "../src/models.js";
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import { streamSimple } from "../src/stream.js";
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import { streamSimple } from "../src/stream.js";
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import type { Context, Model } from "../src/types.js";
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import type { Context, Model, SimpleStreamOptions } from "../src/types.js";
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interface AnthropicThinkingPayload {
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interface AnthropicThinkingPayload {
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thinking?: { type: string; budget_tokens?: number };
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thinking?: { type: string; budget_tokens?: number };
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@@ -14,7 +14,10 @@ function makePayloadCaptureContext(): Context {
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};
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};
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}
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}
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async function capturePayload(model: Model<"anthropic-messages">): Promise<AnthropicThinkingPayload> {
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async function capturePayload(
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model: Model<"anthropic-messages">,
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options?: SimpleStreamOptions,
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): Promise<AnthropicThinkingPayload> {
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let capturedPayload: AnthropicThinkingPayload | undefined;
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let capturedPayload: AnthropicThinkingPayload | undefined;
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const payloadCaptureModel: Model<"anthropic-messages"> = {
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const payloadCaptureModel: Model<"anthropic-messages"> = {
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...model,
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...model,
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@@ -22,6 +25,7 @@ async function capturePayload(model: Model<"anthropic-messages">): Promise<Anthr
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};
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};
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const s = streamSimple(payloadCaptureModel, makePayloadCaptureContext(), {
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const s = streamSimple(payloadCaptureModel, makePayloadCaptureContext(), {
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...options,
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apiKey: "fake-key",
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apiKey: "fake-key",
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onPayload: (payload) => {
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onPayload: (payload) => {
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capturedPayload = payload as AnthropicThinkingPayload;
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capturedPayload = payload as AnthropicThinkingPayload;
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@@ -113,6 +117,27 @@ describe("Anthropic thinking disable payload", () => {
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expect(payload.thinking).toEqual({ type: "disabled" });
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expect(payload.thinking).toEqual({ type: "disabled" });
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expect(payload.output_config).toBeUndefined();
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expect(payload.output_config).toBeUndefined();
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});
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});
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it("sends thinking.type=disabled for Claude Opus 4.7 when thinking is off", async () => {
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const payload = await capturePayload(getModel("anthropic", "claude-opus-4-7"));
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expect(payload.thinking).toEqual({ type: "disabled" });
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expect(payload.output_config).toBeUndefined();
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});
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it("uses adaptive thinking for Claude Opus 4.7 when reasoning is enabled", async () => {
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const payload = await capturePayload(getModel("anthropic", "claude-opus-4-7"), { reasoning: "high" });
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expect(payload.thinking).toEqual({ type: "adaptive" });
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expect(payload.output_config).toEqual({ effort: "high" });
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});
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it("maps xhigh reasoning to effort=xhigh for Claude Opus 4.7", async () => {
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const payload = await capturePayload(getModel("anthropic", "claude-opus-4-7"), { reasoning: "xhigh" });
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expect(payload.thinking).toEqual({ type: "adaptive" });
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expect(payload.output_config).toEqual({ effort: "xhigh" });
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});
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});
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});
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describe.skipIf(!process.env.ANTHROPIC_API_KEY)("Anthropic thinking disable E2E", () => {
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describe.skipIf(!process.env.ANTHROPIC_API_KEY)("Anthropic thinking disable E2E", () => {
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78
packages/ai/test/bedrock-thinking-payload.test.ts
Normal file
78
packages/ai/test/bedrock-thinking-payload.test.ts
Normal file
@@ -0,0 +1,78 @@
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import { describe, expect, it } from "vitest";
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import { getModel } from "../src/models.js";
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import { streamBedrock } from "../src/providers/amazon-bedrock.js";
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import type { Context, Model, SimpleStreamOptions } from "../src/types.js";
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interface BedrockThinkingPayload {
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additionalModelRequestFields?: {
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thinking?: { type: string; budget_tokens?: number };
|
||||||
|
output_config?: { effort?: string };
|
||||||
|
anthropic_beta?: string[];
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
function makeContext(): Context {
|
||||||
|
return {
|
||||||
|
messages: [{ role: "user", content: "Hello", timestamp: Date.now() }],
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
async function capturePayload(
|
||||||
|
model: Model<"bedrock-converse-stream">,
|
||||||
|
options?: SimpleStreamOptions,
|
||||||
|
): Promise<BedrockThinkingPayload> {
|
||||||
|
let capturedPayload: BedrockThinkingPayload | undefined;
|
||||||
|
const s = streamBedrock(model, makeContext(), {
|
||||||
|
...options,
|
||||||
|
reasoning: options?.reasoning ?? "high",
|
||||||
|
signal: AbortSignal.abort(),
|
||||||
|
onPayload: (payload) => {
|
||||||
|
capturedPayload = payload as BedrockThinkingPayload;
|
||||||
|
return payload;
|
||||||
|
},
|
||||||
|
});
|
||||||
|
|
||||||
|
for await (const event of s) {
|
||||||
|
if (event.type === "error") {
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if (!capturedPayload) {
|
||||||
|
throw new Error("Expected Bedrock payload to be captured before request abort");
|
||||||
|
}
|
||||||
|
|
||||||
|
return capturedPayload;
|
||||||
|
}
|
||||||
|
|
||||||
|
describe("Bedrock thinking payload", () => {
|
||||||
|
it("uses adaptive thinking for Claude Opus 4.7 when reasoning is enabled", async () => {
|
||||||
|
const baseModel = getModel("amazon-bedrock", "global.anthropic.claude-opus-4-6-v1");
|
||||||
|
const model: Model<"bedrock-converse-stream"> = {
|
||||||
|
...baseModel,
|
||||||
|
id: "global.anthropic.claude-opus-4-7-v1",
|
||||||
|
name: "Claude Opus 4.7 (Global)",
|
||||||
|
};
|
||||||
|
|
||||||
|
const payload = await capturePayload(model);
|
||||||
|
|
||||||
|
expect(payload.additionalModelRequestFields?.thinking).toEqual({ type: "adaptive" });
|
||||||
|
expect(payload.additionalModelRequestFields?.output_config).toEqual({ effort: "high" });
|
||||||
|
expect(payload.additionalModelRequestFields?.anthropic_beta).toBeUndefined();
|
||||||
|
});
|
||||||
|
|
||||||
|
it("maps xhigh reasoning to effort=xhigh for Claude Opus 4.7", async () => {
|
||||||
|
const baseModel = getModel("amazon-bedrock", "global.anthropic.claude-opus-4-6-v1");
|
||||||
|
const model: Model<"bedrock-converse-stream"> = {
|
||||||
|
...baseModel,
|
||||||
|
id: "global.anthropic.claude-opus-4-7-v1",
|
||||||
|
name: "Claude Opus 4.7 (Global)",
|
||||||
|
};
|
||||||
|
|
||||||
|
const payload = await capturePayload(model, { reasoning: "xhigh" });
|
||||||
|
|
||||||
|
expect(payload.additionalModelRequestFields?.thinking).toEqual({ type: "adaptive" });
|
||||||
|
expect(payload.additionalModelRequestFields?.output_config).toEqual({ effort: "xhigh" });
|
||||||
|
expect(payload.additionalModelRequestFields?.anthropic_beta).toBeUndefined();
|
||||||
|
});
|
||||||
|
});
|
||||||
@@ -8,6 +8,12 @@ describe("supportsXhigh", () => {
|
|||||||
expect(supportsXhigh(model!)).toBe(true);
|
expect(supportsXhigh(model!)).toBe(true);
|
||||||
});
|
});
|
||||||
|
|
||||||
|
it("returns true for Anthropic Opus 4.7 on anthropic-messages API", () => {
|
||||||
|
const model = getModel("anthropic", "claude-opus-4-7");
|
||||||
|
expect(model).toBeDefined();
|
||||||
|
expect(supportsXhigh(model!)).toBe(true);
|
||||||
|
});
|
||||||
|
|
||||||
it("returns false for non-Opus Anthropic models", () => {
|
it("returns false for non-Opus Anthropic models", () => {
|
||||||
const model = getModel("anthropic", "claude-sonnet-4-5");
|
const model = getModel("anthropic", "claude-sonnet-4-5");
|
||||||
expect(model).toBeDefined();
|
expect(model).toBeDefined();
|
||||||
|
|||||||
Reference in New Issue
Block a user