import { describe, expect, test } from "bun:test"
import { ProviderTransform } from "@/provider/transform"
import { ModelID, ProviderID } from "../../src/provider/schema"
describe("ProviderTransform.options - setCacheKey", () => {
const sessionID = "test-session-123"
const mockModel = {
id: "anthropic/claude-3-5-sonnet",
providerID: "anthropic",
api: {
id: "claude-3-5-sonnet-20241022",
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
name: "Claude 3.5 Sonnet",
capabilities: {
temperature: true,
reasoning: false,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.003,
output: 0.015,
cache: { read: 0.0003, write: 0.00375 },
},
limit: {
context: 200000,
output: 8192,
},
status: "active",
options: {},
headers: {},
} as any
test("should set promptCacheKey when providerOptions.setCacheKey is true", () => {
const result = ProviderTransform.options({
model: mockModel,
sessionID,
providerOptions: { setCacheKey: true },
})
expect(result.promptCacheKey).toBe(sessionID)
})
test("should not set promptCacheKey when providerOptions.setCacheKey is false", () => {
const result = ProviderTransform.options({
model: mockModel,
sessionID,
providerOptions: { setCacheKey: false },
})
expect(result.promptCacheKey).toBeUndefined()
})
test("should not set promptCacheKey when providerOptions is undefined", () => {
const result = ProviderTransform.options({
model: mockModel,
sessionID,
providerOptions: undefined,
})
expect(result.promptCacheKey).toBeUndefined()
})
test("should not set promptCacheKey when providerOptions does not have setCacheKey", () => {
const result = ProviderTransform.options({ model: mockModel, sessionID, providerOptions: {} })
expect(result.promptCacheKey).toBeUndefined()
})
test("should set promptCacheKey for openai provider regardless of setCacheKey", () => {
const openaiModel = {
...mockModel,
providerID: "openai",
api: {
id: "gpt-4",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
}
const result = ProviderTransform.options({ model: openaiModel, sessionID, providerOptions: {} })
expect(result.promptCacheKey).toBe(sessionID)
})
test("should set store=false for openai provider", () => {
const openaiModel = {
...mockModel,
providerID: "openai",
api: {
id: "gpt-4",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
}
const result = ProviderTransform.options({
model: openaiModel,
sessionID,
providerOptions: {},
})
expect(result.store).toBe(false)
})
test("should set store=false for azure provider by default", () => {
const azureModel = {
...mockModel,
providerID: "azure",
api: {
id: "gpt-4",
url: "https://azure.com",
npm: "@ai-sdk/azure",
},
}
const result = ProviderTransform.options({
model: azureModel,
sessionID,
providerOptions: {},
})
expect(result.store).toBe(false)
})
})
describe("ProviderTransform.options - zai/zhipuai thinking", () => {
const sessionID = "test-session-123"
const createModel = (providerID: string) =>
({
id: `${providerID}/glm-4.6`,
providerID,
api: {
id: "glm-4.6",
url: "https://open.bigmodel.cn/api/paas/v4",
npm: "@ai-sdk/openai-compatible",
},
name: "GLM 4.6",
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.001,
output: 0.002,
cache: { read: 0.0001, write: 0.0002 },
},
limit: {
context: 128000,
output: 8192,
},
status: "active",
options: {},
headers: {},
}) as any
for (const providerID of ["zai-coding-plan", "zai", "zhipuai-coding-plan", "zhipuai"]) {
test(`${providerID} should set thinking cfg`, () => {
const result = ProviderTransform.options({
model: createModel(providerID),
sessionID,
providerOptions: {},
})
expect(result.thinking).toEqual({
type: "enabled",
clear_thinking: false,
})
})
}
})
describe("ProviderTransform.options - google thinkingConfig gating", () => {
const sessionID = "test-session-123"
const createGoogleModel = (reasoning: boolean, npm: "@ai-sdk/google" | "@ai-sdk/google-vertex") =>
({
id: `${npm === "@ai-sdk/google" ? "google" : "google-vertex"}/gemini-2.0-flash`,
providerID: npm === "@ai-sdk/google" ? "google" : "google-vertex",
api: {
id: "gemini-2.0-flash",
url: npm === "@ai-sdk/google" ? "https://generativelanguage.googleapis.com" : "https://vertexai.googleapis.com",
npm,
},
name: "Gemini 2.0 Flash",
capabilities: {
temperature: true,
reasoning,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.001,
output: 0.002,
cache: { read: 0.0001, write: 0.0002 },
},
limit: {
context: 1_000_000,
output: 8192,
},
status: "active",
options: {},
headers: {},
}) as any
test("does not set thinkingConfig for google models without reasoning capability", () => {
const result = ProviderTransform.options({
model: createGoogleModel(false, "@ai-sdk/google"),
sessionID,
providerOptions: {},
})
expect(result.thinkingConfig).toBeUndefined()
})
test("sets thinkingConfig for google models with reasoning capability", () => {
const result = ProviderTransform.options({
model: createGoogleModel(true, "@ai-sdk/google"),
sessionID,
providerOptions: {},
})
expect(result.thinkingConfig).toEqual({
includeThoughts: true,
})
})
test("does not set thinkingConfig for vertex models without reasoning capability", () => {
const result = ProviderTransform.options({
model: createGoogleModel(false, "@ai-sdk/google-vertex"),
sessionID,
providerOptions: {},
})
expect(result.thinkingConfig).toBeUndefined()
})
})
describe("ProviderTransform.options - gpt-5 textVerbosity", () => {
const sessionID = "test-session-123"
const createGpt5Model = (apiId: string) =>
({
id: `openai/${apiId}`,
providerID: "openai",
api: {
id: apiId,
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
name: apiId,
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: false },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: { input: 0.03, output: 0.06, cache: { read: 0.001, write: 0.002 } },
limit: { context: 128000, output: 4096 },
status: "active",
options: {},
headers: {},
}) as any
test("gpt-5.2 should have textVerbosity set to low", () => {
const model = createGpt5Model("gpt-5.2")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result.textVerbosity).toBe("low")
})
test("gpt-5.1 should have textVerbosity set to low", () => {
const model = createGpt5Model("gpt-5.1")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result.textVerbosity).toBe("low")
})
test("gpt-5.2-chat-latest should NOT have textVerbosity set (only supports medium)", () => {
const model = createGpt5Model("gpt-5.2-chat-latest")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result.textVerbosity).toBeUndefined()
})
test("gpt-5.1-chat-latest should NOT have textVerbosity set (only supports medium)", () => {
const model = createGpt5Model("gpt-5.1-chat-latest")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result.textVerbosity).toBeUndefined()
})
test("gpt-5.2-chat should NOT have textVerbosity set", () => {
const model = createGpt5Model("gpt-5.2-chat")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result.textVerbosity).toBeUndefined()
})
test("gpt-5-chat should NOT have textVerbosity set", () => {
const model = createGpt5Model("gpt-5-chat")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result.textVerbosity).toBeUndefined()
})
test("gpt-5.2-codex should NOT have textVerbosity set (codex models excluded)", () => {
const model = createGpt5Model("gpt-5.2-codex")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result.textVerbosity).toBeUndefined()
})
})
describe("ProviderTransform.options - gpt-5 reasoningEffort", () => {
const sessionID = "test-session-123"
const createModel = (apiId: string) =>
({
id: `azure/${apiId}`,
providerID: "azure",
api: {
id: apiId,
url: "https://azure.com",
npm: "@ai-sdk/azure",
},
name: apiId,
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: {
text: true,
audio: false,
image: true,
video: false,
pdf: false,
},
output: {
text: true,
audio: false,
image: false,
video: false,
pdf: false,
},
interleaved: false,
},
cost: {
input: 0.03,
output: 0.06,
cache: { read: 0.001, write: 0.002 },
},
limit: {
context: 128000,
output: 4096,
},
status: "active",
options: {},
headers: {},
}) as any
test("gpt-5-chat should NOT set reasoningEffort", () => {
const result = ProviderTransform.options({
model: createModel("gpt-5-chat"),
sessionID,
providerOptions: {},
})
expect(result.reasoningEffort).toBeUndefined()
})
test("gpt-5.5 should NOT set reasoningEffort", () => {
const result = ProviderTransform.options({
model: createModel("gpt-5.5"),
sessionID,
providerOptions: {},
})
expect(result.reasoningEffort).toBeUndefined()
})
})
describe("ProviderTransform.options - gateway", () => {
const sessionID = "test-session-123"
const createModel = (id: string) =>
({
id,
providerID: "vercel",
api: {
id,
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
name: id,
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.001,
output: 0.002,
cache: { read: 0.0001, write: 0.0002 },
},
limit: {
context: 200_000,
output: 8192,
},
status: "active",
options: {},
headers: {},
release_date: "2024-01-01",
}) as any
test("puts gateway defaults under gateway key", () => {
const model = createModel("anthropic/claude-sonnet-4")
const result = ProviderTransform.options({ model, sessionID, providerOptions: {} })
expect(result).toEqual({
gateway: {
caching: "auto",
},
})
})
})
describe("ProviderTransform.providerOptions", () => {
const createModel = (overrides: Partial<any> = {}) =>
({
id: "test/test-model",
providerID: "test",
api: {
id: "test-model",
url: "https://api.test.com",
npm: "@ai-sdk/openai",
},
name: "Test Model",
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: false },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.001,
output: 0.002,
cache: { read: 0.0001, write: 0.0002 },
},
limit: {
context: 200_000,
output: 64_000,
},
status: "active",
options: {},
headers: {},
release_date: "2024-01-01",
...overrides,
}) as any
test("uses sdk key for non-gateway models", () => {
const model = createModel({
providerID: "my-bedrock",
api: {
id: "anthropic.claude-sonnet-4",
url: "https://bedrock.aws",
npm: "@ai-sdk/amazon-bedrock",
},
})
expect(ProviderTransform.providerOptions(model, { cachePoint: { type: "default" } })).toEqual({
bedrock: { cachePoint: { type: "default" } },
})
})
test("uses gateway model provider slug for gateway models", () => {
const model = createModel({
providerID: "vercel",
api: {
id: "anthropic/claude-sonnet-4",
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
})
expect(ProviderTransform.providerOptions(model, { thinking: { type: "enabled", budgetTokens: 12_000 } })).toEqual({
anthropic: { thinking: { type: "enabled", budgetTokens: 12_000 } },
})
})
test("falls back to gateway key when gateway api id is unscoped", () => {
const model = createModel({
id: "anthropic/claude-sonnet-4",
providerID: "vercel",
api: {
id: "claude-sonnet-4",
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
})
expect(ProviderTransform.providerOptions(model, { thinking: { type: "enabled", budgetTokens: 12_000 } })).toEqual({
gateway: { thinking: { type: "enabled", budgetTokens: 12_000 } },
})
})
test("splits gateway routing options from provider-specific options", () => {
const model = createModel({
providerID: "vercel",
api: {
id: "anthropic/claude-sonnet-4",
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
})
expect(
ProviderTransform.providerOptions(model, {
gateway: { order: ["vertex", "anthropic"] },
thinking: { type: "enabled", budgetTokens: 12_000 },
}),
).toEqual({
gateway: { order: ["vertex", "anthropic"] },
anthropic: { thinking: { type: "enabled", budgetTokens: 12_000 } },
} as any)
})
test("falls back to gateway key when model id has no provider slug", () => {
const model = createModel({
id: "claude-sonnet-4",
providerID: "vercel",
api: {
id: "claude-sonnet-4",
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
})
expect(ProviderTransform.providerOptions(model, { reasoningEffort: "high" })).toEqual({
gateway: { reasoningEffort: "high" },
})
})
test("maps amazon slug to bedrock for provider options", () => {
const model = createModel({
providerID: "vercel",
api: {
id: "amazon/nova-2-lite",
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
})
expect(ProviderTransform.providerOptions(model, { reasoningConfig: { type: "enabled" } })).toEqual({
bedrock: { reasoningConfig: { type: "enabled" } },
})
})
test("uses groq slug for groq models", () => {
const model = createModel({
providerID: "vercel",
api: {
id: "groq/llama-3.3-70b-versatile",
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
})
expect(ProviderTransform.providerOptions(model, { reasoningFormat: "parsed" })).toEqual({
groq: { reasoningFormat: "parsed" },
})
})
})
describe("ProviderTransform.schema - gemini array items", () => {
test("adds missing items for array properties", () => {
const geminiModel = {
providerID: "google",
api: {
id: "gemini-3-pro",
},
} as any
const schema = {
type: "object",
properties: {
nodes: { type: "array" },
edges: { type: "array", items: { type: "string" } },
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.nodes.items).toBeDefined()
expect(result.properties.edges.items.type).toBe("string")
})
})
describe("ProviderTransform.schema - gemini nested array items", () => {
const geminiModel = {
providerID: "google",
api: {
id: "gemini-3-pro",
},
} as any
test("adds type to 2D array with empty inner items", () => {
const schema = {
type: "object",
properties: {
values: {
type: "array",
items: {
type: "array",
items: {},
},
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.values.items.items.type).toBe("string")
})
test("adds items and type to 2D array with missing inner items", () => {
const schema = {
type: "object",
properties: {
data: {
type: "array",
items: { type: "array" },
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.data.items.items).toBeDefined()
expect(result.properties.data.items.items.type).toBe("string")
})
test("handles deeply nested arrays (3D)", () => {
const schema = {
type: "object",
properties: {
matrix: {
type: "array",
items: {
type: "array",
items: {
type: "array",
},
},
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.matrix.items.items.items).toBeDefined()
expect(result.properties.matrix.items.items.items.type).toBe("string")
})
test("preserves existing item types in nested arrays", () => {
const schema = {
type: "object",
properties: {
numbers: {
type: "array",
items: {
type: "array",
items: { type: "number" },
},
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.numbers.items.items.type).toBe("number")
})
test("handles mixed nested structures with objects and arrays", () => {
const schema = {
type: "object",
properties: {
spreadsheetData: {
type: "object",
properties: {
rows: {
type: "array",
items: {
type: "array",
items: {},
},
},
},
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.spreadsheetData.properties.rows.items.items.type).toBe("string")
})
})
describe("ProviderTransform.schema - gemini combiner nodes", () => {
const geminiModel = {
providerID: "google",
api: {
id: "gemini-3-pro",
},
} as any
const walk = (node: any, cb: (node: any, path: (string | number)[]) => void, path: (string | number)[] = []) => {
if (node === null || typeof node !== "object") {
return
}
if (Array.isArray(node)) {
node.forEach((item, i) => walk(item, cb, [...path, i]))
return
}
cb(node, path)
Object.entries(node).forEach(([key, value]) => walk(value, cb, [...path, key]))
}
test("keeps edits.items.anyOf without adding type", () => {
const schema = {
type: "object",
properties: {
edits: {
type: "array",
items: {
anyOf: [
{
type: "object",
properties: {
old_string: { type: "string" },
new_string: { type: "string" },
},
required: ["old_string", "new_string"],
},
{
type: "object",
properties: {
old_string: { type: "string" },
new_string: { type: "string" },
replace_all: { type: "boolean" },
},
required: ["old_string", "new_string"],
},
],
},
},
},
required: ["edits"],
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(Array.isArray(result.properties.edits.items.anyOf)).toBe(true)
expect(result.properties.edits.items.type).toBeUndefined()
})
test("does not add sibling keys to combiner nodes during sanitize", () => {
const schema = {
type: "object",
properties: {
edits: {
type: "array",
items: {
anyOf: [{ type: "string" }, { type: "number" }],
},
},
value: {
oneOf: [{ type: "string" }, { type: "boolean" }],
},
meta: {
allOf: [
{
type: "object",
properties: { a: { type: "string" } },
},
{
type: "object",
properties: { b: { type: "string" } },
},
],
},
},
} as any
const input = JSON.parse(JSON.stringify(schema))
const result = ProviderTransform.schema(geminiModel, schema) as any
walk(result, (node, path) => {
const hasCombiner = Array.isArray(node.anyOf) || Array.isArray(node.oneOf) || Array.isArray(node.allOf)
if (!hasCombiner) {
return
}
const before = path.reduce((acc: any, key) => acc?.[key], input)
const added = Object.keys(node).filter((key) => !(key in before))
expect(added).toEqual([])
})
})
})
describe("ProviderTransform.schema - gemini non-object properties removal", () => {
const geminiModel = {
providerID: "google",
api: {
id: "gemini-3-pro",
},
} as any
test("removes properties from non-object types", () => {
const schema = {
type: "object",
properties: {
data: {
type: "string",
properties: { invalid: { type: "string" } },
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.data.type).toBe("string")
expect(result.properties.data.properties).toBeUndefined()
})
test("removes required from non-object types", () => {
const schema = {
type: "object",
properties: {
data: {
type: "array",
items: { type: "string" },
required: ["invalid"],
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.data.type).toBe("array")
expect(result.properties.data.required).toBeUndefined()
})
test("removes properties and required from nested non-object types", () => {
const schema = {
type: "object",
properties: {
outer: {
type: "object",
properties: {
inner: {
type: "number",
properties: { bad: { type: "string" } },
required: ["bad"],
},
},
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.outer.properties.inner.type).toBe("number")
expect(result.properties.outer.properties.inner.properties).toBeUndefined()
expect(result.properties.outer.properties.inner.required).toBeUndefined()
})
test("keeps properties and required on object types", () => {
const schema = {
type: "object",
properties: {
data: {
type: "object",
properties: { name: { type: "string" } },
required: ["name"],
},
},
} as any
const result = ProviderTransform.schema(geminiModel, schema) as any
expect(result.properties.data.type).toBe("object")
expect(result.properties.data.properties).toBeDefined()
expect(result.properties.data.required).toEqual(["name"])
})
test("does not affect non-gemini providers", () => {
const openaiModel = {
providerID: "openai",
api: {
id: "gpt-4",
},
} as any
const schema = {
type: "object",
properties: {
data: {
type: "string",
properties: { invalid: { type: "string" } },
},
},
} as any
const result = ProviderTransform.schema(openaiModel, schema) as any
expect(result.properties.data.properties).toBeDefined()
})
})
describe("ProviderTransform.schema - moonshot $ref siblings", () => {
const moonshotModel = {
providerID: "moonshotai",
api: {
id: "kimi-k2",
},
} as any
test("removes sibling descriptions from referenced tool parameter schemas", () => {
const schema = {
type: "object",
properties: {
deviceType: {
description: "Optional. The type of device that captured the screenshot, e.g. mobile or desktop.",
enum: ["DEVICE_TYPE_UNSPECIFIED", "MOBILE", "DESKTOP", "TABLET", "AGNOSTIC"],
type: "string",
},
modelId: {
description: "Optional. The model to use for generation.",
enum: ["MODEL_ID_UNSPECIFIED", "GEMINI_3_PRO", "GEMINI_3_FLASH", "GEMINI_3_1_PRO"],
type: "string",
},
projectId: {
description: "Required. The project ID of screens to generate variants for.",
type: "string",
},
prompt: {
description: "Required. The input text used to generate the variants.",
type: "string",
},
selectedScreenIds: {
description: "Required. The screen ids of screen to generate variants for.",
items: {
type: "string",
},
type: "array",
},
variantOptions: {
$ref: "#/$defs/VariantOptions",
description:
"Required. The variant options for generation, including the number of variants, creative range, and aspects to focus on.",
},
},
required: ["projectId", "selectedScreenIds", "prompt", "variantOptions"],
$defs: {
VariantOptions: {
description:
"Configuration options for design variant generation. This message captures all parameters used to generate variants, allowing the configuration to be stored, replayed, or analyzed.",
properties: {
aspects: {
description: "Optional. Specific aspects to focus on. If empty, all aspects may be varied.",
items: {
enum: ["VARIANT_ASPECT_UNSPECIFIED", "LAYOUT", "COLOR_SCHEME", "IMAGES", "TEXT_FONT", "TEXT_CONTENT"],
type: "string",
},
type: "array",
},
creativeRange: {
description: "Optional. Creative range for variations. Default: EXPLORE",
enum: ["CREATIVE_RANGE_UNSPECIFIED", "REFINE", "EXPLORE", "REIMAGINE"],
type: "string",
},
variantCount: {
description: "Optional. Number of variants to generate (1-5). Default: 3",
format: "int32",
type: "integer",
},
},
type: "object",
},
},
description: "Request message for GenerateVariants.",
additionalProperties: false,
} as any
const result = ProviderTransform.schema(moonshotModel, schema) as any
expect(result.properties.variantOptions).toEqual({
$ref: "#/$defs/VariantOptions",
})
expect(result.$defs.VariantOptions.description).toBe(schema.$defs.VariantOptions.description)
})
test("also runs for kimi models outside the moonshot provider", () => {
const result = ProviderTransform.schema(
{
providerID: "openrouter",
name: "Kimi K2",
api: {
id: "moonshotai/kimi-k2",
},
} as any,
{
type: "object",
properties: {
value: {
$ref: "#/$defs/Value",
description: "Moonshot rejects this sibling after ref expansion.",
},
},
$defs: {
Value: {
description: "Referenced schema description stays here.",
type: "object",
},
},
} as any,
) as any
expect(result.properties.value).toEqual({
$ref: "#/$defs/Value",
})
})
test("converts tuple-style array items to a single item schema", () => {
const result = ProviderTransform.schema(moonshotModel, {
type: "object",
properties: {
codeSpec: {
type: "object",
properties: {
accessibility: {
type: "object",
properties: {
renderedSize: {
description: "Rendered size [width, height] in px",
type: "array",
items: [{ type: "number" }, { type: "number" }],
minItems: 2,
maxItems: 2,
},
},
},
},
},
},
} as any) as any
expect(result.properties.codeSpec.properties.accessibility.properties.renderedSize.items).toEqual({
type: "number",
})
})
})
describe("ProviderTransform.message - DeepSeek reasoning content", () => {
test("DeepSeek with tool calls includes reasoning_content in providerOptions", () => {
const msgs = [
{
role: "assistant",
content: [
{ type: "reasoning", text: "Let me think about this..." },
{
type: "tool-call",
toolCallId: "test",
toolName: "bash",
input: { command: "echo hello" },
},
],
},
] as any[]
const result = ProviderTransform.message(
msgs,
{
id: ModelID.make("deepseek/deepseek-chat"),
providerID: ProviderID.make("deepseek"),
api: {
id: "deepseek-chat",
url: "https://api.deepseek.com",
npm: "@ai-sdk/openai-compatible",
},
name: "DeepSeek Chat",
capabilities: {
temperature: true,
reasoning: true,
attachment: false,
toolcall: true,
input: { text: true, audio: false, image: false, video: false, pdf: false },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: {
field: "reasoning_content",
},
},
cost: {
input: 0.001,
output: 0.002,
cache: { read: 0.0001, write: 0.0002 },
},
limit: {
context: 128000,
output: 8192,
},
status: "active",
options: {},
headers: {},
release_date: "2023-04-01",
},
{},
)
expect(result).toHaveLength(1)
expect(result[0].content).toEqual([
{
type: "tool-call",
toolCallId: "test",
toolName: "bash",
input: { command: "echo hello" },
},
])
expect(result[0].providerOptions?.openaiCompatible?.reasoning_content).toBe("Let me think about this...")
})
test("Non-DeepSeek providers leave reasoning content unchanged", () => {
const msgs = [
{
role: "assistant",
content: [
{ type: "reasoning", text: "Should not be processed" },
{ type: "text", text: "Answer" },
],
},
] as any[]
const result = ProviderTransform.message(
msgs,
{
id: ModelID.make("openai/gpt-4"),
providerID: ProviderID.make("openai"),
api: {
id: "gpt-4",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
name: "GPT-4",
capabilities: {
temperature: true,
reasoning: false,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: false },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.03,
output: 0.06,
cache: { read: 0.001, write: 0.002 },
},
limit: {
context: 128000,
output: 4096,
},
status: "active",
options: {},
headers: {},
release_date: "2023-04-01",
},
{},
)
expect(result[0].content).toEqual([
{ type: "reasoning", text: "Should not be processed" },
{ type: "text", text: "Answer" },
])
expect(result[0].providerOptions?.openaiCompatible?.reasoning_content).toBeUndefined()
})
})
describe("ProviderTransform.message - surrogate sanitization", () => {
const model = {
id: "test/test-model",
providerID: "test",
api: {
id: "test-model",
url: "https://api.test.com",
npm: "@ai-sdk/openai-compatible",
},
name: "Test Model",
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: false },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: { input: 0.001, output: 0.002, cache: { read: 0.0001, write: 0.0002 } },
limit: { context: 128000, output: 8192 },
status: "active",
options: {},
headers: {},
} as any
test("replaces lone surrogates in model-visible text", () => {
const lone = "\uD83D"
const valid = "🚀"
const sanitized = "�"
const text = (label: string) => `${label} ${lone} and ${valid}`
const expected = (label: string) => `${label} ${sanitized} and ${valid}`
const msgs = [
{ role: "system", content: text("system") },
{ role: "user", content: text("user string") },
{
role: "user",
content: [
{ type: "text", text: text("user text") },
{ type: "image", image: "data:image/png;base64,abcd" },
],
},
{ role: "assistant", content: text("assistant string") },
{
role: "assistant",
content: [
{ type: "text", text: text("assistant text") },
{ type: "reasoning", text: text("assistant reasoning") },
{ type: "tool-call", toolCallId: "call-1", toolName: "Read", input: { filePath: ".opencode/tool/emoji.ts" } },
{
type: "tool-result",
toolCallId: "call-2",
toolName: "Read",
output: { type: "text", value: text("assistant tool text") },
},
{
type: "tool-result",
toolCallId: "call-3",
toolName: "Read",
output: { type: "error-text", value: text("assistant tool error") },
},
{
type: "tool-result",
toolCallId: "call-4",
toolName: "Read",
output: { type: "content", value: [{ type: "text", text: text("assistant tool content") }] },
},
],
},
{
role: "tool",
content: [
{
type: "tool-result",
toolCallId: "call-5",
toolName: "Read",
output: { type: "text", value: text("tool text") },
},
{
type: "tool-result",
toolCallId: "call-6",
toolName: "Read",
output: { type: "error-text", value: text("tool error") },
},
{
type: "tool-result",
toolCallId: "call-7",
toolName: "Read",
output: { type: "content", value: [{ type: "text", text: text("tool content") }] },
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, model, {}) as any[]
expect(result[0].content).toBe(expected("system"))
expect(result[1].content).toBe(expected("user string"))
expect(result[2].content[0].text).toBe(expected("user text"))
expect(result[3].content).toBe(expected("assistant string"))
expect(result[4].content[0].text).toBe(expected("assistant text"))
expect(result[4].content[1].text).toBe(expected("assistant reasoning"))
expect(result[4].content[3].output.value).toBe(expected("assistant tool text"))
expect(result[4].content[4].output.value).toBe(expected("assistant tool error"))
expect(result[4].content[5].output.value[0].text).toBe(expected("assistant tool content"))
expect(result[5].content[0].output.value).toBe(expected("tool text"))
expect(result[5].content[1].output.value).toBe(expected("tool error"))
expect(result[5].content[2].output.value[0].text).toBe(expected("tool content"))
expect(result[2].content[1]).toEqual({ type: "image", image: "data:image/png;base64,abcd" })
})
})
describe("ProviderTransform.message - empty image handling", () => {
const mockModel = {
id: "anthropic/claude-3-5-sonnet",
providerID: "anthropic",
api: {
id: "claude-3-5-sonnet-20241022",
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
name: "Claude 3.5 Sonnet",
capabilities: {
temperature: true,
reasoning: false,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.003,
output: 0.015,
cache: { read: 0.0003, write: 0.00375 },
},
limit: {
context: 200000,
output: 8192,
},
status: "active",
options: {},
headers: {},
} as any
test("should replace empty base64 image with error text", () => {
const msgs = [
{
role: "user",
content: [
{ type: "text", text: "What is in this image?" },
{ type: "image", image: "data:image/png;base64," },
],
},
] as any[]
const result = ProviderTransform.message(msgs, mockModel, {})
expect(result).toHaveLength(1)
expect(result[0].content).toHaveLength(2)
expect(result[0].content[0]).toEqual({ type: "text", text: "What is in this image?" })
expect(result[0].content[1]).toEqual({
type: "text",
text: "ERROR: Image file is empty or corrupted. Please provide a valid image.",
})
})
test("should keep valid base64 images unchanged", () => {
const validBase64 =
"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
const msgs = [
{
role: "user",
content: [
{ type: "text", text: "What is in this image?" },
{ type: "image", image: `data:image/png;base64,${validBase64}` },
],
},
] as any[]
const result = ProviderTransform.message(msgs, mockModel, {})
expect(result).toHaveLength(1)
expect(result[0].content).toHaveLength(2)
expect(result[0].content[0]).toEqual({ type: "text", text: "What is in this image?" })
expect(result[0].content[1]).toEqual({ type: "image", image: `data:image/png;base64,${validBase64}` })
})
test("should handle mixed valid and empty images", () => {
const validBase64 =
"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
const msgs = [
{
role: "user",
content: [
{ type: "text", text: "Compare these images" },
{ type: "image", image: `data:image/png;base64,${validBase64}` },
{ type: "image", image: "data:image/jpeg;base64," },
],
},
] as any[]
const result = ProviderTransform.message(msgs, mockModel, {})
expect(result).toHaveLength(1)
expect(result[0].content).toHaveLength(3)
expect(result[0].content[0]).toEqual({ type: "text", text: "Compare these images" })
expect(result[0].content[1]).toEqual({ type: "image", image: `data:image/png;base64,${validBase64}` })
expect(result[0].content[2]).toEqual({
type: "text",
text: "ERROR: Image file is empty or corrupted. Please provide a valid image.",
})
})
})
describe("ProviderTransform.message - anthropic empty content filtering", () => {
const anthropicModel = {
id: "anthropic/claude-3-5-sonnet",
providerID: "anthropic",
api: {
id: "claude-3-5-sonnet-20241022",
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
name: "Claude 3.5 Sonnet",
capabilities: {
temperature: true,
reasoning: false,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.003,
output: 0.015,
cache: { read: 0.0003, write: 0.00375 },
},
limit: {
context: 200000,
output: 8192,
},
status: "active",
options: {},
headers: {},
} as any
test("filters out messages with empty string content", () => {
const msgs = [
{ role: "user", content: "Hello" },
{ role: "assistant", content: "" },
{ role: "user", content: "World" },
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {})
expect(result).toHaveLength(2)
expect(result[0].content).toBe("Hello")
expect(result[1].content).toBe("World")
})
test("filters out empty text parts from array content", () => {
const msgs = [
{
role: "assistant",
content: [
{ type: "text", text: "" },
{ type: "text", text: "Hello" },
{ type: "text", text: "" },
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {})
expect(result).toHaveLength(1)
expect(result[0].content).toHaveLength(1)
expect(result[0].content[0]).toEqual({ type: "text", text: "Hello" })
})
test("filters out empty reasoning parts from array content", () => {
const msgs = [
{
role: "assistant",
content: [
{ type: "reasoning", text: "" },
{ type: "text", text: "Answer" },
{ type: "reasoning", text: "" },
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {})
expect(result).toHaveLength(1)
expect(result[0].content).toHaveLength(1)
expect(result[0].content[0]).toEqual({ type: "text", text: "Answer" })
})
test("removes entire message when all parts are empty", () => {
const msgs = [
{ role: "user", content: "Hello" },
{
role: "assistant",
content: [
{ type: "text", text: "" },
{ type: "reasoning", text: "" },
],
},
{ role: "user", content: "World" },
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {})
expect(result).toHaveLength(2)
expect(result[0].content).toBe("Hello")
expect(result[1].content).toBe("World")
})
test("keeps non-text/reasoning parts even if text parts are empty", () => {
const msgs = [
{
role: "assistant",
content: [
{ type: "text", text: "" },
{ type: "tool-call", toolCallId: "123", toolName: "bash", input: { command: "ls" } },
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {})
expect(result).toHaveLength(1)
expect(result[0].content).toHaveLength(1)
expect(result[0].content[0]).toEqual({
type: "tool-call",
toolCallId: "123",
toolName: "bash",
input: { command: "ls" },
})
})
test("keeps messages with valid text alongside empty parts", () => {
const msgs = [
{
role: "assistant",
content: [
{ type: "reasoning", text: "Thinking..." },
{ type: "text", text: "" },
{ type: "text", text: "Result" },
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {})
expect(result).toHaveLength(1)
expect(result[0].content).toHaveLength(2)
expect(result[0].content[0]).toEqual({ type: "reasoning", text: "Thinking..." })
expect(result[0].content[1]).toEqual({ type: "text", text: "Result" })
})
test("filters empty content for bedrock provider", () => {
const bedrockModel = {
...anthropicModel,
id: "amazon-bedrock/anthropic.claude-opus-4-6",
providerID: "amazon-bedrock",
api: {
id: "anthropic.claude-opus-4-6",
url: "https://bedrock-runtime.us-east-1.amazonaws.com",
npm: "@ai-sdk/amazon-bedrock",
},
}
const msgs = [
{ role: "user", content: "Hello" },
{ role: "assistant", content: "" },
{
role: "assistant",
content: [
{ type: "text", text: "" },
{ type: "text", text: "Answer" },
],
},
] as any[]
const result = ProviderTransform.message(msgs, bedrockModel, {})
expect(result).toHaveLength(2)
expect(result[0].content).toBe("Hello")
expect(result[1].content).toHaveLength(1)
expect(result[1].content[0]).toEqual({ type: "text", text: "Answer" })
})
test("does not filter for non-anthropic providers", () => {
const openaiModel = {
...anthropicModel,
providerID: "openai",
api: {
id: "gpt-4",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
}
const msgs = [
{ role: "assistant", content: "" },
{
role: "assistant",
content: [{ type: "text", text: "" }],
},
] as any[]
const result = ProviderTransform.message(msgs, openaiModel, {})
expect(result).toHaveLength(2)
expect(result[0].content).toBe("")
expect(result[1].content).toHaveLength(1)
})
test("splits anthropic assistant messages when text trails tool calls", () => {
const msgs = [
{
role: "user",
content: [{ type: "text", text: "Check my home directory for PDFs" }],
},
{
role: "assistant",
content: [
{ type: "tool-call", toolCallId: "toolu_1", toolName: "read", input: { filePath: "/root" } },
{ type: "tool-call", toolCallId: "toolu_2", toolName: "glob", input: { pattern: "**/*.pdf" } },
{ type: "text", text: "I checked your home directory and looked for PDF files." },
],
},
{
role: "tool",
content: [
{ type: "tool-result", toolCallId: "toolu_1", toolName: "read", output: { type: "text", value: "ok" } },
{
type: "tool-result",
toolCallId: "toolu_2",
toolName: "glob",
output: { type: "text", value: "No files found" },
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {}) as any[]
expect(result).toHaveLength(4)
expect(result[1]).toMatchObject({
role: "assistant",
content: [{ type: "text", text: "I checked your home directory and looked for PDF files." }],
})
expect(result[2]).toMatchObject({
role: "assistant",
content: [
{ type: "tool-call", toolCallId: "toolu_1", toolName: "read", input: { filePath: "/root" } },
{ type: "tool-call", toolCallId: "toolu_2", toolName: "glob", input: { pattern: "**/*.pdf" } },
],
})
})
test("leaves valid anthropic assistant tool ordering unchanged", () => {
const msgs = [
{
role: "assistant",
content: [
{ type: "text", text: "I checked your home directory and looked for PDF files." },
{ type: "tool-call", toolCallId: "toolu_1", toolName: "read", input: { filePath: "/root" } },
{ type: "tool-call", toolCallId: "toolu_2", toolName: "glob", input: { pattern: "**/*.pdf" } },
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {}) as any[]
expect(result).toHaveLength(1)
expect(result[0].content).toMatchObject([
{ type: "text", text: "I checked your home directory and looked for PDF files." },
{ type: "tool-call", toolCallId: "toolu_1", toolName: "read", input: { filePath: "/root" } },
{ type: "tool-call", toolCallId: "toolu_2", toolName: "glob", input: { pattern: "**/*.pdf" } },
])
})
test("splits vertex anthropic assistant messages when text trails tool calls", () => {
const model = {
...anthropicModel,
providerID: "google-vertex-anthropic",
api: {
id: "claude-sonnet-4@20250514",
url: "https://us-central1-aiplatform.googleapis.com",
npm: "@ai-sdk/google-vertex/anthropic",
},
}
const msgs = [
{
role: "assistant",
content: [
{ type: "tool-call", toolCallId: "toolu_1", toolName: "read", input: { filePath: "/root" } },
{ type: "tool-call", toolCallId: "toolu_2", toolName: "glob", input: { pattern: "**/*.pdf" } },
{ type: "text", text: "I checked your home directory and looked for PDF files." },
],
},
] as any[]
const result = ProviderTransform.message(msgs, model, {}) as any[]
expect(result).toHaveLength(2)
expect(result[0]).toMatchObject({
role: "assistant",
content: [{ type: "text", text: "I checked your home directory and looked for PDF files." }],
})
expect(result[1]).toMatchObject({
role: "assistant",
content: [
{ type: "tool-call", toolCallId: "toolu_1", toolName: "read", input: { filePath: "/root" } },
{ type: "tool-call", toolCallId: "toolu_2", toolName: "glob", input: { pattern: "**/*.pdf" } },
],
})
})
})
describe("ProviderTransform.message - strip openai metadata when store=false", () => {
const openaiModel = {
id: "openai/gpt-5",
providerID: "openai",
api: {
id: "gpt-5",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
name: "GPT-5",
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: false },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: { input: 0.03, output: 0.06, cache: { read: 0.001, write: 0.002 } },
limit: { context: 128000, output: 4096 },
status: "active",
options: {},
headers: {},
} as any
test("preserves itemId and reasoningEncryptedContent when store=false", () => {
const msgs = [
{
role: "assistant",
content: [
{
type: "reasoning",
text: "thinking...",
providerOptions: {
openai: {
itemId: "rs_123",
reasoningEncryptedContent: "encrypted",
},
},
},
{
type: "text",
text: "Hello",
providerOptions: {
openai: {
itemId: "msg_456",
},
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, openaiModel, { store: false }) as any[]
expect(result).toHaveLength(1)
expect(result[0].content[0].providerOptions?.openai?.itemId).toBe("rs_123")
expect(result[0].content[1].providerOptions?.openai?.itemId).toBe("msg_456")
})
test("preserves itemId and reasoningEncryptedContent when store=false even when not openai", () => {
const zenModel = {
...openaiModel,
providerID: "zen",
}
const msgs = [
{
role: "assistant",
content: [
{
type: "reasoning",
text: "thinking...",
providerOptions: {
openai: {
itemId: "rs_123",
reasoningEncryptedContent: "encrypted",
},
},
},
{
type: "text",
text: "Hello",
providerOptions: {
openai: {
itemId: "msg_456",
},
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, zenModel, { store: false }) as any[]
expect(result).toHaveLength(1)
expect(result[0].content[0].providerOptions?.openai?.itemId).toBe("rs_123")
expect(result[0].content[1].providerOptions?.openai?.itemId).toBe("msg_456")
})
test("preserves other openai options including itemId", () => {
const msgs = [
{
role: "assistant",
content: [
{
type: "text",
text: "Hello",
providerOptions: {
openai: {
itemId: "msg_123",
otherOption: "value",
},
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, openaiModel, { store: false }) as any[]
expect(result[0].content[0].providerOptions?.openai?.itemId).toBe("msg_123")
expect(result[0].content[0].providerOptions?.openai?.otherOption).toBe("value")
})
test("preserves metadata for openai package when store is true", () => {
const msgs = [
{
role: "assistant",
content: [
{
type: "text",
text: "Hello",
providerOptions: {
openai: {
itemId: "msg_123",
},
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, openaiModel, { store: true }) as any[]
expect(result[0].content[0].providerOptions?.openai?.itemId).toBe("msg_123")
})
test("preserves metadata for non-openai packages when store is false", () => {
const anthropicModel = {
...openaiModel,
providerID: "anthropic",
api: {
id: "claude-3",
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
}
const msgs = [
{
role: "assistant",
content: [
{
type: "text",
text: "Hello",
providerOptions: {
openai: {
itemId: "msg_123",
},
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, { store: false }) as any[]
expect(result[0].content[0].providerOptions?.openai?.itemId).toBe("msg_123")
})
test("preserves metadata using providerID key when store is false", () => {
const opencodeModel = {
...openaiModel,
providerID: "opencode",
api: {
id: "opencode-test",
url: "https://api.opencode.ai",
npm: "@ai-sdk/openai-compatible",
},
}
const msgs = [
{
role: "assistant",
content: [
{
type: "text",
text: "Hello",
providerOptions: {
opencode: {
itemId: "msg_123",
otherOption: "value",
},
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, opencodeModel, { store: false }) as any[]
expect(result[0].content[0].providerOptions?.opencode?.itemId).toBe("msg_123")
expect(result[0].content[0].providerOptions?.opencode?.otherOption).toBe("value")
})
test("preserves itemId across all providerOptions keys", () => {
const opencodeModel = {
...openaiModel,
providerID: "opencode",
api: {
id: "opencode-test",
url: "https://api.opencode.ai",
npm: "@ai-sdk/openai-compatible",
},
}
const msgs = [
{
role: "assistant",
providerOptions: {
openai: { itemId: "msg_root" },
opencode: { itemId: "msg_opencode" },
extra: { itemId: "msg_extra" },
},
content: [
{
type: "text",
text: "Hello",
providerOptions: {
openai: { itemId: "msg_openai_part" },
opencode: { itemId: "msg_opencode_part" },
extra: { itemId: "msg_extra_part" },
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, opencodeModel, { store: false }) as any[]
expect(result[0].providerOptions?.openai?.itemId).toBe("msg_root")
expect(result[0].providerOptions?.opencode?.itemId).toBe("msg_opencode")
expect(result[0].providerOptions?.extra?.itemId).toBe("msg_extra")
expect(result[0].content[0].providerOptions?.openai?.itemId).toBe("msg_openai_part")
expect(result[0].content[0].providerOptions?.opencode?.itemId).toBe("msg_opencode_part")
expect(result[0].content[0].providerOptions?.extra?.itemId).toBe("msg_extra_part")
})
test("does not strip metadata for non-openai packages when store is not false", () => {
const anthropicModel = {
...openaiModel,
providerID: "anthropic",
api: {
id: "claude-3",
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
}
const msgs = [
{
role: "assistant",
content: [
{
type: "text",
text: "Hello",
providerOptions: {
openai: {
itemId: "msg_123",
},
},
},
],
},
] as any[]
const result = ProviderTransform.message(msgs, anthropicModel, {}) as any[]
expect(result[0].content[0].providerOptions?.openai?.itemId).toBe("msg_123")
})
})
describe("ProviderTransform.message - providerOptions key remapping", () => {
const createModel = (providerID: string, npm: string) =>
({
id: `${providerID}/test-model`,
providerID,
api: {
id: "test-model",
url: "https://api.test.com",
npm,
},
name: "Test Model",
capabilities: {
temperature: true,
reasoning: false,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: { input: 0.001, output: 0.002, cache: { read: 0.0001, write: 0.0002 } },
limit: { context: 128000, output: 8192 },
status: "active",
options: {},
headers: {},
}) as any
test("azure keeps 'azure' key and does not remap to 'openai'", () => {
const model = createModel("azure", "@ai-sdk/azure")
const msgs = [
{
role: "user",
content: "Hello",
providerOptions: {
azure: { someOption: "value" },
},
},
] as any[]
const result = ProviderTransform.message(msgs, model, {})
expect(result[0].providerOptions?.azure).toEqual({ someOption: "value" })
expect(result[0].providerOptions?.openai).toBeUndefined()
})
test("azure cognitive services remaps providerID to 'azure' key", () => {
const model = createModel("azure-cognitive-services", "@ai-sdk/azure")
const msgs = [
{
role: "user",
content: [
{
type: "text",
text: "Hello",
providerOptions: {
"azure-cognitive-services": { part: true },
},
},
],
providerOptions: {
"azure-cognitive-services": { someOption: "value" },
},
},
] as any[]
const result = ProviderTransform.message(msgs, model, {}) as any[]
const part = result[0].content[0] as any
expect(result[0].providerOptions?.azure).toEqual({ someOption: "value" })
expect(result[0].providerOptions?.["azure-cognitive-services"]).toBeUndefined()
expect(part.providerOptions?.azure).toEqual({ part: true })
expect(part.providerOptions?.["azure-cognitive-services"]).toBeUndefined()
})
test("copilot remaps providerID to 'copilot' key", () => {
const model = createModel("github-copilot", "@ai-sdk/github-copilot")
const msgs = [
{
role: "user",
content: "Hello",
providerOptions: {
copilot: { someOption: "value" },
},
},
] as any[]
const result = ProviderTransform.message(msgs, model, {})
expect(result[0].providerOptions?.copilot).toEqual({ someOption: "value" })
expect(result[0].providerOptions?.["github-copilot"]).toBeUndefined()
})
test("bedrock remaps providerID to 'bedrock' key", () => {
const model = createModel("my-bedrock", "@ai-sdk/amazon-bedrock")
const msgs = [
{
role: "user",
content: "Hello",
providerOptions: {
"my-bedrock": { someOption: "value" },
},
},
] as any[]
const result = ProviderTransform.message(msgs, model, {})
expect(result[0].providerOptions?.bedrock).toEqual({ someOption: "value" })
expect(result[0].providerOptions?.["my-bedrock"]).toBeUndefined()
})
})
describe("ProviderTransform.message - claude w/bedrock custom inference profile", () => {
test("adds cachePoint", () => {
const model = {
id: "amazon-bedrock/custom-claude-sonnet-4.5",
providerID: "amazon-bedrock",
api: {
id: "arn:aws:bedrock:xxx:yyy:application-inference-profile/zzz",
url: "https://api.test.com",
npm: "@ai-sdk/amazon-bedrock",
},
name: "Custom inference profile",
capabilities: {},
options: {},
headers: {},
} as any
const msgs = [
{
role: "user",
content: "Hello",
},
] as any[]
const result = ProviderTransform.message(msgs, model, {})
expect(result[0].providerOptions?.bedrock).toEqual(
expect.objectContaining({
cachePoint: {
type: "default",
},
}),
)
})
})
describe("ProviderTransform.message - bedrock caching with non-bedrock providerID", () => {
test("applies cache options at message level when npm package is amazon-bedrock", () => {
const model = {
id: "aws/us.anthropic.claude-opus-4-6-v1",
providerID: "aws",
api: {
id: "us.anthropic.claude-opus-4-6-v1",
url: "https://bedrock-runtime.us-east-1.amazonaws.com",
npm: "@ai-sdk/amazon-bedrock",
},
name: "Claude Opus 4.6",
capabilities: {},
options: {},
headers: {},
} as any
const msgs = [
{
role: "system",
content: "You are a helpful assistant",
},
{
role: "user",
content: [{ type: "text", text: "Hello" }],
},
] as any[]
const result = ProviderTransform.message(msgs, model, {}) as any[]
expect(result[0].providerOptions?.bedrock).toEqual({
cachePoint: { type: "default" },
})
expect(result[0].content).toBe("You are a helpful assistant")
})
})
describe("ProviderTransform.message - cache control on gateway", () => {
const createModel = (overrides: Partial<any> = {}) =>
({
id: "anthropic/claude-sonnet-4",
providerID: "vercel",
api: {
id: "anthropic/claude-sonnet-4",
url: "https://ai-gateway.vercel.sh/v3/ai",
npm: "@ai-sdk/gateway",
},
name: "Claude Sonnet 4",
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: { input: 0.001, output: 0.002, cache: { read: 0.0001, write: 0.0002 } },
limit: { context: 200_000, output: 8192 },
status: "active",
options: {},
headers: {},
...overrides,
}) as any
test("gateway does not set cache control for anthropic models", () => {
const model = createModel()
const msgs = [
{
role: "system",
content: "You are a helpful assistant",
},
{
role: "user",
content: "Hello",
},
] as any[]
const result = ProviderTransform.message(msgs, model, {}) as any[]
expect(result[0].content).toBe("You are a helpful assistant")
expect(result[0].providerOptions).toBeUndefined()
})
test("non-gateway anthropic keeps existing cache control behavior", () => {
const model = createModel({
providerID: "anthropic",
api: {
id: "claude-sonnet-4",
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
})
const msgs = [
{
role: "system",
content: "You are a helpful assistant",
},
{
role: "user",
content: "Hello",
},
] as any[]
const result = ProviderTransform.message(msgs, model, {}) as any[]
expect(result[0].providerOptions).toEqual({
anthropic: {
cacheControl: {
type: "ephemeral",
},
},
openrouter: {
cacheControl: {
type: "ephemeral",
},
},
bedrock: {
cachePoint: {
type: "default",
},
},
openaiCompatible: {
cache_control: {
type: "ephemeral",
},
},
copilot: {
copilot_cache_control: {
type: "ephemeral",
},
},
alibaba: {
cacheControl: {
type: "ephemeral",
},
},
})
})
test("google-vertex-anthropic applies cache control", () => {
const model = createModel({
providerID: "google-vertex-anthropic",
api: {
id: "google-vertex-anthropic",
url: "https://us-central1-aiplatform.googleapis.com",
npm: "@ai-sdk/google-vertex/anthropic",
},
id: "claude-sonnet-4@20250514",
})
const msgs = [
{
role: "system",
content: "You are a helpful assistant",
},
{
role: "user",
content: "Hello",
},
] as any[]
const result = ProviderTransform.message(msgs, model, {}) as any[]
expect(result[0].providerOptions).toEqual({
anthropic: {
cacheControl: {
type: "ephemeral",
},
},
openrouter: {
cacheControl: {
type: "ephemeral",
},
},
bedrock: {
cachePoint: {
type: "default",
},
},
openaiCompatible: {
cache_control: {
type: "ephemeral",
},
},
copilot: {
copilot_cache_control: {
type: "ephemeral",
},
},
alibaba: {
cacheControl: {
type: "ephemeral",
},
},
})
})
})
describe("ProviderTransform.variants", () => {
const createMockModel = (overrides: Partial<any> = {}): any => ({
id: "test/test-model",
providerID: "test",
api: {
id: "test-model",
url: "https://api.test.com",
npm: "@ai-sdk/openai",
},
name: "Test Model",
capabilities: {
temperature: true,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: false },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: {
input: 0.001,
output: 0.002,
cache: { read: 0.0001, write: 0.0002 },
},
limit: {
context: 200_000,
output: 64_000,
},
status: "active",
options: {},
headers: {},
release_date: "2024-01-01",
...overrides,
})
test("returns empty object when model has no reasoning capabilities", () => {
const model = createMockModel({
capabilities: { reasoning: false },
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("deepseek returns empty object", () => {
const model = createMockModel({
id: "deepseek/deepseek-chat",
providerID: "deepseek",
api: {
id: "deepseek-chat",
url: "https://api.deepseek.com",
npm: "@ai-sdk/openai-compatible",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("minimax returns empty object", () => {
const model = createMockModel({
id: "minimax/minimax-model",
providerID: "minimax",
api: {
id: "minimax-model",
url: "https://api.minimax.com",
npm: "@ai-sdk/openai-compatible",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("glm returns empty object", () => {
const model = createMockModel({
id: "glm/glm-4",
providerID: "glm",
api: {
id: "glm-4",
url: "https://api.glm.com",
npm: "@ai-sdk/openai-compatible",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("mistral models with reasoning support return variants", () => {
const model = createMockModel({
id: "mistral/mistral-small-latest",
providerID: "mistral",
api: {
id: "mistral-small-latest",
url: "https://api.mistral.com",
npm: "@ai-sdk/mistral",
},
capabilities: { reasoning: true },
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({
high: { reasoningEffort: "high" },
})
})
test("mistral-medium-3.5 with reasoning returns variants", () => {
const model = createMockModel({
id: "mistral/mistral-medium-3.5",
providerID: "mistral",
api: {
id: "mistral-medium-3.5",
url: "https://api.mistral.com",
npm: "@ai-sdk/mistral",
},
capabilities: { reasoning: true },
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({
high: { reasoningEffort: "high" },
})
})
test("mistral without reasoning returns empty object", () => {
const model = createMockModel({
id: "mistral/mistral-large",
providerID: "mistral",
api: {
id: "mistral-large-latest",
url: "https://api.mistral.com",
npm: "@ai-sdk/mistral",
},
capabilities: { reasoning: false },
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("mistral large with reasoning returns empty object (only small supports reasoning)", () => {
const model = createMockModel({
id: "mistral/mistral-large",
providerID: "mistral",
api: {
id: "mistral-large-latest",
url: "https://api.mistral.com",
npm: "@ai-sdk/mistral",
},
capabilities: { reasoning: true },
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
describe("@openrouter/ai-sdk-provider", () => {
test("returns empty object for non-qualifying models", () => {
const model = createMockModel({
id: "openrouter/test-model",
providerID: "openrouter",
api: {
id: "test-model",
url: "https://openrouter.ai",
npm: "@openrouter/ai-sdk-provider",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("gpt models return OPENAI_EFFORTS with reasoning", () => {
const model = createMockModel({
id: "openrouter/gpt-4",
providerID: "openrouter",
api: {
id: "gpt-4",
url: "https://openrouter.ai",
npm: "@openrouter/ai-sdk-provider",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["none", "minimal", "low", "medium", "high", "xhigh"])
expect(result.low).toEqual({ reasoning: { effort: "low" } })
expect(result.high).toEqual({ reasoning: { effort: "high" } })
})
for (const testCase of [
{ id: "openai/gpt-5.4", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5-pro", efforts: ["high"] },
{ id: "openai/gpt-5.5-pro", efforts: ["medium", "high", "xhigh"] },
{ id: "openai/gpt-5.2-codex", efforts: ["low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5.3-codex", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5.3-codex-max", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5-chat-latest", efforts: [] },
{ id: "openai/gpt-5.2-chat-latest", efforts: ["medium"] },
]) {
test(`${testCase.id} returns supported OpenAI reasoning efforts`, () => {
const result = ProviderTransform.variants(
createMockModel({
id: testCase.id,
providerID: "openrouter",
api: {
id: testCase.id,
url: "https://openrouter.ai",
npm: "@openrouter/ai-sdk-provider",
},
}),
)
expect(Object.keys(result)).toEqual(testCase.efforts)
})
}
test("gemini-3 returns OPENAI_EFFORTS with reasoning", () => {
const model = createMockModel({
id: "openrouter/gemini-3-5-pro",
providerID: "openrouter",
api: {
id: "gemini-3-5-pro",
url: "https://openrouter.ai",
npm: "@openrouter/ai-sdk-provider",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["none", "minimal", "low", "medium", "high", "xhigh"])
})
test("grok-4 returns empty object", () => {
const model = createMockModel({
id: "openrouter/grok-4",
providerID: "openrouter",
api: {
id: "grok-4",
url: "https://openrouter.ai",
npm: "@openrouter/ai-sdk-provider",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("grok-3-mini returns low and high with reasoning", () => {
const model = createMockModel({
id: "openrouter/grok-3-mini",
providerID: "openrouter",
api: {
id: "grok-3-mini",
url: "https://openrouter.ai",
npm: "@openrouter/ai-sdk-provider",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "high"])
expect(result.low).toEqual({ reasoning: { effort: "low" } })
expect(result.high).toEqual({ reasoning: { effort: "high" } })
})
})
describe("@ai-sdk/gateway", () => {
test("anthropic sonnet 4.6 models return adaptive thinking options", () => {
const model = createMockModel({
id: "anthropic/claude-sonnet-4-6",
providerID: "gateway",
api: {
id: "anthropic/claude-sonnet-4-6",
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "max"])
expect(result.medium).toEqual({
thinking: {
type: "adaptive",
},
effort: "medium",
})
})
test("anthropic sonnet 4.6 dot-format models return adaptive thinking options", () => {
const model = createMockModel({
id: "anthropic/claude-sonnet-4-6",
providerID: "gateway",
api: {
id: "anthropic/claude-sonnet-4.6",
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "max"])
expect(result.medium).toEqual({
thinking: {
type: "adaptive",
},
effort: "medium",
})
})
test("anthropic opus 4.6 dot-format models return adaptive thinking options", () => {
const model = createMockModel({
id: "anthropic/claude-opus-4-6",
providerID: "gateway",
api: {
id: "anthropic/claude-opus-4.6",
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "max"])
expect(result.high).toEqual({
thinking: {
type: "adaptive",
},
effort: "high",
})
})
test("anthropic opus 4.7 models return adaptive thinking options with xhigh", () => {
const model = createMockModel({
id: "anthropic/claude-opus-4-7",
providerID: "gateway",
api: {
id: "anthropic/claude-opus-4-7",
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh", "max"])
expect(result.xhigh).toEqual({
thinking: {
type: "adaptive",
},
effort: "xhigh",
})
expect(result.max).toEqual({
thinking: {
type: "adaptive",
},
effort: "max",
})
})
test("anthropic opus 4.7 dot-format models return adaptive thinking options with xhigh", () => {
const model = createMockModel({
id: "anthropic/claude-opus-4-7",
providerID: "gateway",
api: {
id: "anthropic/claude-opus-4.7",
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh", "max"])
})
test("anthropic models return anthropic thinking options", () => {
const model = createMockModel({
id: "anthropic/claude-sonnet-4",
providerID: "gateway",
api: {
id: "anthropic/claude-sonnet-4",
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["high", "max"])
expect(result.high).toEqual({
thinking: {
type: "enabled",
budgetTokens: 16000,
},
})
expect(result.max).toEqual({
thinking: {
type: "enabled",
budgetTokens: 31999,
},
})
})
test("returns OPENAI_EFFORTS with reasoningEffort", () => {
const model = createMockModel({
id: "gateway/gateway-model",
providerID: "gateway",
api: {
id: "gateway-model",
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["none", "minimal", "low", "medium", "high", "xhigh"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
for (const testCase of [
{ id: "openai/gpt-5-5", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5-pro", efforts: ["high"] },
{ id: "openai/gpt-5-5-pro", efforts: ["medium", "high", "xhigh"] },
{ id: "openai/gpt-5-2-codex", efforts: ["low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5-3-codex", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5-3-codex-max", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5-chat-latest", efforts: [] },
{ id: "openai/gpt-5-2-chat-latest", efforts: ["medium"] },
]) {
test(`${testCase.id} returns supported OpenAI reasoning efforts`, () => {
const result = ProviderTransform.variants(
createMockModel({
id: testCase.id,
providerID: "gateway",
api: {
id: testCase.id,
url: "https://gateway.ai",
npm: "@ai-sdk/gateway",
},
}),
)
expect(Object.keys(result)).toEqual(testCase.efforts)
})
}
})
describe("@ai-sdk/github-copilot", () => {
test("standard models return low, medium, high", () => {
const model = createMockModel({
id: "gpt-4.5",
providerID: "github-copilot",
api: {
id: "gpt-4.5",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({
reasoningEffort: "low",
reasoningSummary: "auto",
include: ["reasoning.encrypted_content"],
})
})
test("gpt-5.1-codex-max includes xhigh", () => {
const model = createMockModel({
id: "gpt-5.1-codex-max",
providerID: "github-copilot",
api: {
id: "gpt-5.1-codex-max",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh"])
})
test("gpt-5.1-codex-mini does not include xhigh", () => {
const model = createMockModel({
id: "gpt-5.1-codex-mini",
providerID: "github-copilot",
api: {
id: "gpt-5.1-codex-mini",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
})
test("gpt-5.1-codex does not include xhigh", () => {
const model = createMockModel({
id: "gpt-5.1-codex",
providerID: "github-copilot",
api: {
id: "gpt-5.1-codex",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
})
test("gpt-5.2 includes xhigh", () => {
const model = createMockModel({
id: "gpt-5.2",
providerID: "github-copilot",
api: {
id: "gpt-5.2",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh"])
expect(result.xhigh).toEqual({
reasoningEffort: "xhigh",
reasoningSummary: "auto",
include: ["reasoning.encrypted_content"],
})
})
test("gpt-5.2-codex includes xhigh", () => {
const model = createMockModel({
id: "gpt-5.2-codex",
providerID: "github-copilot",
api: {
id: "gpt-5.2-codex",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh"])
})
test("gpt-5.3-codex includes xhigh", () => {
const model = createMockModel({
id: "gpt-5.3-codex",
providerID: "github-copilot",
api: {
id: "gpt-5.3-codex",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh"])
})
test("gpt-5.4 includes xhigh", () => {
const model = createMockModel({
id: "gpt-5.4",
release_date: "2026-03-05",
providerID: "github-copilot",
api: {
id: "gpt-5.4",
url: "https://api.githubcopilot.com",
npm: "@ai-sdk/github-copilot",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh"])
})
})
describe("@ai-sdk/cerebras", () => {
test("returns WIDELY_SUPPORTED_EFFORTS with reasoningEffort", () => {
const model = createMockModel({
id: "cerebras/llama-4",
providerID: "cerebras",
api: {
id: "llama-4-sc",
url: "https://api.cerebras.ai",
npm: "@ai-sdk/cerebras",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
})
describe("@ai-sdk/togetherai", () => {
test("returns WIDELY_SUPPORTED_EFFORTS with reasoningEffort", () => {
const model = createMockModel({
id: "togetherai/llama-4",
providerID: "togetherai",
api: {
id: "llama-4-sc",
url: "https://api.togetherai.com",
npm: "@ai-sdk/togetherai",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
})
describe("@ai-sdk/xai", () => {
test("grok-3 returns empty object", () => {
const model = createMockModel({
id: "xai/grok-3",
providerID: "xai",
api: {
id: "grok-3",
url: "https://api.x.ai",
npm: "@ai-sdk/xai",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("grok-3-mini returns low and high with reasoningEffort", () => {
const model = createMockModel({
id: "xai/grok-3-mini",
providerID: "xai",
api: {
id: "grok-3-mini",
url: "https://api.x.ai",
npm: "@ai-sdk/xai",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "high"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
})
describe("@ai-sdk/deepinfra", () => {
test("returns WIDELY_SUPPORTED_EFFORTS with reasoningEffort", () => {
const model = createMockModel({
id: "deepinfra/llama-4",
providerID: "deepinfra",
api: {
id: "llama-4-sc",
url: "https://api.deepinfra.com",
npm: "@ai-sdk/deepinfra",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
})
describe("@ai-sdk/openai-compatible", () => {
test("returns WIDELY_SUPPORTED_EFFORTS with reasoningEffort", () => {
const model = createMockModel({
id: "custom-provider/custom-model",
providerID: "custom-provider",
api: {
id: "custom-model",
url: "https://api.custom.com",
npm: "@ai-sdk/openai-compatible",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
})
describe("@ai-sdk/azure", () => {
test("o1-mini returns empty object", () => {
const model = createMockModel({
id: "o1-mini",
providerID: "azure",
api: {
id: "o1-mini",
url: "https://azure.com",
npm: "@ai-sdk/azure",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("standard azure models return custom efforts with reasoningSummary", () => {
const model = createMockModel({
id: "o1",
providerID: "azure",
api: {
id: "o1",
url: "https://azure.com",
npm: "@ai-sdk/azure",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({
reasoningEffort: "low",
reasoningSummary: "auto",
include: ["reasoning.encrypted_content"],
})
})
test("gpt-5 adds minimal effort", () => {
const model = createMockModel({
id: "gpt-5",
providerID: "azure",
api: {
id: "gpt-5",
url: "https://azure.com",
npm: "@ai-sdk/azure",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["minimal", "low", "medium", "high"])
})
for (const id of ["gpt-5-4", "gpt-5-5"]) {
test(`${id} does not add minimal effort`, () => {
const result = ProviderTransform.variants(
createMockModel({
id,
providerID: "azure",
api: {
id,
url: "https://azure.com",
npm: "@ai-sdk/azure",
},
}),
)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
})
}
})
describe("@ai-sdk/openai", () => {
test("gpt-5-pro returns only high effort", () => {
const model = createMockModel({
id: "gpt-5-pro",
providerID: "openai",
api: {
id: "gpt-5-pro",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["high"])
})
test("standard openai models return custom efforts with reasoningSummary", () => {
const model = createMockModel({
id: "gpt-5",
providerID: "openai",
api: {
id: "gpt-5",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
release_date: "2024-06-01",
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["minimal", "low", "medium", "high"])
expect(result.low).toEqual({
reasoningEffort: "low",
reasoningSummary: "auto",
include: ["reasoning.encrypted_content"],
})
})
test("models after 2025-11-13 include 'none' effort", () => {
const model = createMockModel({
id: "gpt-5-nano",
providerID: "openai",
api: {
id: "gpt-5-nano",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
release_date: "2025-11-14",
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["none", "minimal", "low", "medium", "high"])
})
test("models after 2025-12-04 include 'xhigh' effort", () => {
const model = createMockModel({
id: "openai/gpt-5-reasoning",
providerID: "openai",
api: {
id: "gpt-5-reasoning",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
release_date: "2025-12-05",
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["none", "minimal", "low", "medium", "high", "xhigh"])
})
for (const testCase of [
{ id: "o1", releaseDate: "2024-12-17", efforts: ["low", "medium", "high"] },
{ id: "o1-pro", releaseDate: "2025-03-19", efforts: ["low", "medium", "high"] },
{ id: "o3", releaseDate: "2025-04-16", efforts: ["low", "medium", "high"] },
{ id: "o3-mini", releaseDate: "2025-01-31", efforts: ["low", "medium", "high"] },
{ id: "o3-pro", releaseDate: "2025-06-10", efforts: ["low", "medium", "high"] },
{ id: "o4-mini", releaseDate: "2025-04-16", efforts: ["low", "medium", "high"] },
{ id: "o3-deep-research", releaseDate: "2025-06-26", efforts: ["medium"] },
{ id: "o4-mini-deep-research", releaseDate: "2025-06-26", efforts: ["medium"] },
{ id: "gpt-5.1", releaseDate: "2025-11-13", efforts: ["none", "low", "medium", "high"] },
{ id: "gpt-5.4", releaseDate: "2026-03-05", efforts: ["none", "low", "medium", "high", "xhigh"] },
{
id: "gpt-5.5",
modelID: "gpt-5-5",
releaseDate: "2026-04-23",
efforts: ["none", "low", "medium", "high", "xhigh"],
},
{ id: "gpt-5.4-pro", releaseDate: "2026-03-05", efforts: ["medium", "high", "xhigh"] },
{ id: "gpt-5.5-pro", releaseDate: "2026-04-23", efforts: ["medium", "high", "xhigh"] },
{ id: "gpt-5-codex", releaseDate: "2025-09-23", efforts: ["low", "medium", "high"] },
{ id: "gpt-5.1-codex", releaseDate: "2025-11-13", efforts: ["low", "medium", "high"] },
{ id: "gpt-5.1-codex-max", releaseDate: "2025-11-13", efforts: ["low", "medium", "high", "xhigh"] },
{ id: "gpt-5.2-codex", releaseDate: "2025-12-11", efforts: ["low", "medium", "high", "xhigh"] },
{ id: "gpt-5.3-codex", releaseDate: "2026-01-22", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "gpt-5.3-codex-max", releaseDate: "2026-01-22", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "gpt-5-chat-latest", releaseDate: "2025-08-07", efforts: [] },
{ id: "gpt-5.1-chat-latest", releaseDate: "2025-11-13", efforts: ["medium"] },
{ id: "gpt-5.2-chat-latest", releaseDate: "2025-12-11", efforts: ["medium"] },
]) {
test(`${testCase.id} returns supported reasoning efforts`, () => {
const result = ProviderTransform.variants(
createMockModel({
id: testCase.modelID ?? testCase.id,
providerID: "openai",
api: {
id: testCase.id,
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
release_date: testCase.releaseDate,
}),
)
expect(Object.keys(result)).toEqual(testCase.efforts)
})
}
test("gpt-50 (lookalike) does not get gpt-5 family treatment", () => {
const model = createMockModel({
id: "gpt-50",
providerID: "openai",
api: {
id: "gpt-50",
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
release_date: "2024-01-01",
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
})
})
describe("@ai-sdk/anthropic", () => {
for (const testCase of [
{
name: "opus 4.5",
apiIds: ["claude-opus-4-5-20251101", "claude-opus-4.5-20251101"],
efforts: ["low", "medium", "high"],
expectedHigh: { effort: "high" },
},
{
name: "sonnet 4.6",
apiIds: ["claude-sonnet-4-6", "claude-sonnet-4.6"],
efforts: ["low", "medium", "high", "max"],
expectedHigh: { thinking: { type: "adaptive" }, effort: "high" },
},
{
name: "opus 4.6",
apiIds: ["claude-opus-4-6", "claude-opus-4.6"],
efforts: ["low", "medium", "high", "max"],
expectedHigh: { thinking: { type: "adaptive" }, effort: "high" },
},
{
name: "opus 4.7",
apiIds: ["claude-opus-4-7", "claude-opus-4.7"],
efforts: ["low", "medium", "high", "xhigh", "max"],
expectedHigh: { thinking: { type: "adaptive", display: "summarized" }, effort: "high" },
},
]) {
for (const apiId of testCase.apiIds) {
test(`${testCase.name} ${apiId} returns supported reasoning efforts`, () => {
const result = ProviderTransform.variants(
createMockModel({
id: `anthropic/${apiId}`,
providerID: "anthropic",
api: {
id: apiId,
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
}),
)
expect(Object.keys(result)).toEqual(testCase.efforts)
expect(result.high).toEqual(testCase.expectedHigh)
})
}
}
test("github copilot opus 4.7 returns only medium reasoning effort", () => {
const model = createMockModel({
id: "claude-opus-4.7",
providerID: "github-copilot",
api: {
id: "claude-opus-4.7",
url: "https://api.githubcopilot.com/v1",
npm: "@ai-sdk/anthropic",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({
medium: {
thinking: {
type: "adaptive",
display: "summarized",
},
effort: "medium",
},
})
})
test("returns high and max with thinking config", () => {
const model = createMockModel({
id: "anthropic/claude-4",
providerID: "anthropic",
api: {
id: "claude-4",
url: "https://api.anthropic.com",
npm: "@ai-sdk/anthropic",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["high", "max"])
expect(result.high).toEqual({
thinking: {
type: "enabled",
budgetTokens: 16000,
},
})
expect(result.max).toEqual({
thinking: {
type: "enabled",
budgetTokens: 31999,
},
})
})
})
describe("@ai-sdk/amazon-bedrock", () => {
test("anthropic sonnet 4.6 returns adaptive reasoning options", () => {
const model = createMockModel({
id: "bedrock/anthropic-claude-sonnet-4-6",
providerID: "bedrock",
api: {
id: "anthropic.claude-sonnet-4-6",
url: "https://bedrock.amazonaws.com",
npm: "@ai-sdk/amazon-bedrock",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "max"])
expect(result.max).toEqual({
reasoningConfig: {
type: "adaptive",
maxReasoningEffort: "max",
},
})
})
test("anthropic opus 4.7 returns adaptive reasoning options with xhigh", () => {
const model = createMockModel({
id: "bedrock/anthropic-claude-opus-4-7",
providerID: "bedrock",
api: {
id: "anthropic.claude-opus-4-7",
url: "https://bedrock.amazonaws.com",
npm: "@ai-sdk/amazon-bedrock",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "xhigh", "max"])
expect(result.xhigh).toEqual({
reasoningConfig: {
type: "adaptive",
maxReasoningEffort: "xhigh",
display: "summarized",
},
})
expect(result.max).toEqual({
reasoningConfig: {
type: "adaptive",
maxReasoningEffort: "max",
display: "summarized",
},
})
})
test("returns WIDELY_SUPPORTED_EFFORTS with reasoningConfig", () => {
const model = createMockModel({
id: "bedrock/llama-4",
providerID: "bedrock",
api: {
id: "llama-4-sc",
url: "https://bedrock.amazonaws.com",
npm: "@ai-sdk/amazon-bedrock",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({
reasoningConfig: {
type: "enabled",
maxReasoningEffort: "low",
},
})
})
})
for (const provider of [
{ name: "@ai-sdk/google", providerID: "google", url: "https://generativelanguage.googleapis.com" },
{ name: "@ai-sdk/google-vertex", providerID: "google-vertex", url: "https://vertexai.googleapis.com" },
]) {
describe(provider.name, () => {
for (const testCase of [
{
apiId: "gemini-2.5-pro",
efforts: ["high", "max"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16_000 } },
expectedMax: { thinkingConfig: { includeThoughts: true, thinkingBudget: 32_768 } },
},
{
apiId: "gemini-2.5-flash",
efforts: ["high", "max"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16_000 } },
expectedMax: { thinkingConfig: { includeThoughts: true, thinkingBudget: 24_576 } },
},
{
apiId: "gemini-3-pro-preview",
efforts: ["low", "medium", "high"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingLevel: "high" } },
},
{
apiId: "gemini-3.1-pro-preview",
efforts: ["low", "medium", "high"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingLevel: "high" } },
},
{
apiId: "gemini-3-flash-preview",
efforts: ["minimal", "low", "medium", "high"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingLevel: "high" } },
},
{
apiId: "gemini-3.1-flash-lite",
efforts: ["minimal", "low", "medium", "high"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingLevel: "high" } },
},
{
apiId: "gemini-3.1-flash-image-preview",
efforts: ["minimal", "high"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingLevel: "high" } },
},
{
apiId: "gemini-3-pro-image-preview",
efforts: ["high"],
expectedHigh: { thinkingConfig: { includeThoughts: true, thinkingLevel: "high" } },
},
]) {
test(`${testCase.apiId} returns supported thinking controls`, () => {
const result = ProviderTransform.variants(
createMockModel({
id: `${provider.providerID}/${testCase.apiId}`,
providerID: provider.providerID,
api: {
id: testCase.apiId,
url: provider.url,
npm: provider.name,
},
}),
)
expect(Object.keys(result)).toEqual(testCase.efforts)
expect(result.high).toEqual(testCase.expectedHigh)
if (testCase.expectedMax) expect(result.max).toEqual(testCase.expectedMax)
})
}
})
}
describe("@ai-sdk/cohere", () => {
test("returns empty object", () => {
const model = createMockModel({
id: "cohere/command-r",
providerID: "cohere",
api: {
id: "command-r",
url: "https://api.cohere.com",
npm: "@ai-sdk/cohere",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
})
describe("@ai-sdk/groq", () => {
test("returns none and WIDELY_SUPPORTED_EFFORTS with thinkingLevel", () => {
const model = createMockModel({
id: "groq/llama-4",
providerID: "groq",
api: {
id: "llama-4-sc",
url: "https://api.groq.com",
npm: "@ai-sdk/groq",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["none", "low", "medium", "high"])
expect(result.none).toEqual({
reasoningEffort: "none",
})
expect(result.low).toEqual({
reasoningEffort: "low",
})
})
})
describe("@ai-sdk/perplexity", () => {
test("returns empty object", () => {
const model = createMockModel({
id: "perplexity/sonar-plus",
providerID: "perplexity",
api: {
id: "sonar-plus",
url: "https://api.perplexity.ai",
npm: "@ai-sdk/perplexity",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
})
describe("@jerome-benoit/sap-ai-provider-v2", () => {
test("anthropic models return thinking variants", () => {
const model = createMockModel({
id: "sap-ai-core/anthropic--claude-sonnet-4",
providerID: "sap-ai-core",
api: {
id: "anthropic--claude-sonnet-4",
url: "https://api.ai.sap",
npm: "@jerome-benoit/sap-ai-provider-v2",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["high", "max"])
expect(result.high).toEqual({
thinking: {
type: "enabled",
budgetTokens: 16000,
},
})
expect(result.max).toEqual({
thinking: {
type: "enabled",
budgetTokens: 31999,
},
})
})
test("anthropic 4.6 models return adaptive thinking variants", () => {
const model = createMockModel({
id: "sap-ai-core/anthropic--claude-sonnet-4-6",
providerID: "sap-ai-core",
api: {
id: "anthropic--claude-sonnet-4-6",
url: "https://api.ai.sap",
npm: "@jerome-benoit/sap-ai-provider-v2",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high", "max"])
expect(result.low).toEqual({
thinking: {
type: "adaptive",
},
effort: "low",
})
expect(result.max).toEqual({
thinking: {
type: "adaptive",
},
effort: "max",
})
})
test("gemini 2.5 models return thinkingConfig variants", () => {
const model = createMockModel({
id: "sap-ai-core/gcp--gemini-2.5-pro",
providerID: "sap-ai-core",
api: {
id: "gcp--gemini-2.5-pro",
url: "https://api.ai.sap",
npm: "@jerome-benoit/sap-ai-provider-v2",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["high", "max"])
expect(result.high).toEqual({
thinkingConfig: {
includeThoughts: true,
thinkingBudget: 16000,
},
})
expect(result.max).toEqual({
thinkingConfig: {
includeThoughts: true,
thinkingBudget: 24576,
},
})
})
test("gpt models return reasoningEffort variants", () => {
const model = createMockModel({
id: "sap-ai-core/azure-openai--gpt-4o",
providerID: "sap-ai-core",
api: {
id: "azure-openai--gpt-4o",
url: "https://api.ai.sap",
npm: "@jerome-benoit/sap-ai-provider-v2",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
test("o-series models return reasoningEffort variants", () => {
const model = createMockModel({
id: "sap-ai-core/azure-openai--o3-mini",
providerID: "sap-ai-core",
api: {
id: "azure-openai--o3-mini",
url: "https://api.ai.sap",
npm: "@jerome-benoit/sap-ai-provider-v2",
},
})
const result = ProviderTransform.variants(model)
expect(Object.keys(result)).toEqual(["low", "medium", "high"])
expect(result.low).toEqual({ reasoningEffort: "low" })
expect(result.high).toEqual({ reasoningEffort: "high" })
})
test("sonar models return empty object", () => {
const model = createMockModel({
id: "sap-ai-core/perplexity--sonar-pro",
providerID: "sap-ai-core",
api: {
id: "perplexity--sonar-pro",
url: "https://api.ai.sap",
npm: "@jerome-benoit/sap-ai-provider-v2",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("mistral models return empty object", () => {
const model = createMockModel({
id: "sap-ai-core/mistral--mistral-large",
providerID: "sap-ai-core",
api: {
id: "mistral--mistral-large",
url: "https://api.ai.sap",
npm: "@jerome-benoit/sap-ai-provider-v2",
},
})
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
})
describe("ai-gateway-provider (cloudflare-ai-gateway)", () => {
const cfModel = (apiId: string, releaseDate = "2024-01-01") =>
createMockModel({
id: `cloudflare-ai-gateway/${apiId}`,
providerID: "cloudflare-ai-gateway",
api: {
id: apiId,
url: "https://gateway.ai.cloudflare.com/v1/compat",
npm: "ai-gateway-provider",
},
release_date: releaseDate,
})
for (const testCase of [
{ id: "openai/gpt-5.4", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5.2-codex", efforts: ["low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5.3-codex", efforts: ["none", "low", "medium", "high", "xhigh"] },
{ id: "openai/gpt-5-pro", efforts: ["high"] },
{ id: "openai/gpt-5.2-pro", efforts: ["medium", "high", "xhigh"] },
{ id: "openai/gpt-5-chat-latest", efforts: [] },
{ id: "openai/gpt-5.2-chat-latest", efforts: ["medium"] },
]) {
test(`${testCase.id} returns supported reasoning efforts`, () => {
const result = ProviderTransform.variants(cfModel(testCase.id, "2026-03-05"))
expect(Object.keys(result)).toEqual(testCase.efforts)
})
}
test("openai gpt-4o (no reasoning) returns empty", () => {
const model = cfModel("openai/gpt-4o")
model.capabilities.reasoning = false
const result = ProviderTransform.variants(model)
expect(result).toEqual({})
})
test("non-openai upstream falls back to widely-supported OAI efforts", () => {
const result = ProviderTransform.variants(cfModel("anthropic/claude-sonnet-4-6"))
expect(result).toEqual({
low: { reasoningEffort: "low" },
medium: { reasoningEffort: "medium" },
high: { reasoningEffort: "high" },
})
})
})
})
describe("ProviderTransform.smallOptions - gpt-5 chat/search", () => {
const createModel = (apiId: string) => {
const model = {
id: `openai/${apiId}`,
providerID: "openai",
api: {
id: apiId,
url: "https://api.openai.com",
npm: "@ai-sdk/openai",
},
capabilities: { reasoning: true },
limit: { output: 64_000 },
release_date: "2026-01-01",
} as any
model.variants = ProviderTransform.variants(model)
return model
}
for (const testCase of [
{ id: "gpt-5-chat-latest", options: { store: false } },
{
id: "gpt-5.1-chat-latest",
options: {
store: false,
reasoningEffort: "medium",
reasoningSummary: "auto",
include: ["reasoning.encrypted_content"],
},
},
{
id: "gpt-5.2-chat-latest",
options: {
store: false,
reasoningEffort: "medium",
reasoningSummary: "auto",
include: ["reasoning.encrypted_content"],
},
},
{
id: "gpt-5-search-api",
options: {
store: false,
reasoningEffort: "none",
reasoningSummary: "auto",
include: ["reasoning.encrypted_content"],
},
},
]) {
test(`${testCase.id} returns only supported small options`, () => {
expect(ProviderTransform.smallOptions(createModel(testCase.id))).toEqual(testCase.options)
})
}
})
describe("ProviderTransform.smallOptions - google thinking controls", () => {
const createGoogleModel = (apiId: string) => {
const model = {
id: `google/${apiId}`,
providerID: "google",
api: {
id: apiId,
url: "https://generativelanguage.googleapis.com",
npm: "@ai-sdk/google",
},
capabilities: { reasoning: true },
limit: { output: 64_000 },
} as any
model.variants = ProviderTransform.variants(model)
return model
}
for (const testCase of [
{ id: "gemini-3-pro-preview", options: { thinkingConfig: { includeThoughts: true, thinkingLevel: "low" } } },
{ id: "gemini-3-flash-preview", options: { thinkingConfig: { includeThoughts: true, thinkingLevel: "minimal" } } },
{
id: "gemini-3.1-flash-image-preview",
options: { thinkingConfig: { includeThoughts: true, thinkingLevel: "minimal" } },
},
{ id: "gemini-3-pro-image-preview", options: { thinkingConfig: { includeThoughts: true, thinkingLevel: "high" } } },
{ id: "gemini-2.5-pro", options: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16000 } } },
{ id: "gemini-2.5-flash", options: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16000 } } },
]) {
test(`${testCase.id} returns supported small thinking options`, () => {
expect(ProviderTransform.smallOptions(createGoogleModel(testCase.id))).toEqual(testCase.options)
})
}
test("uses the first configured variant when available", () => {
expect(
ProviderTransform.smallOptions({
...createGoogleModel("gemini-2.5-pro"),
variants: {
high: { thinkingConfig: { includeThoughts: true, thinkingBudget: 16000 } },
max: { thinkingConfig: { includeThoughts: true, thinkingBudget: 32768 } },
},
}),
).toEqual({ thinkingConfig: { includeThoughts: true, thinkingBudget: 16000 } })
})
test("does not synthesize thinking options when variants are empty", () => {
expect(ProviderTransform.smallOptions({ ...createGoogleModel("gemini-2.5-pro"), variants: {} })).toEqual({})
})
})
describe("ProviderTransform.providerOptions - ai-gateway-provider", () => {
const createModel = (overrides: Partial<any> = {}) =>
({
id: "cloudflare-ai-gateway/openai/gpt-5.4",
providerID: "cloudflare-ai-gateway",
api: {
id: "openai/gpt-5.4",
url: "https://gateway.ai.cloudflare.com/v1/compat",
npm: "ai-gateway-provider",
},
capabilities: {
temperature: false,
reasoning: true,
attachment: true,
toolcall: true,
input: { text: true, audio: false, image: true, video: false, pdf: true },
output: { text: true, audio: false, image: false, video: false, pdf: false },
interleaved: false,
},
cost: { input: 1, output: 1, cache: { read: 0, write: 0 } },
limit: { context: 1_000_000, output: 128_000 },
status: "active",
options: {},
headers: {},
release_date: "2026-03-05",
...overrides,
}) as any
test("routes options under openaiCompatible (the key @ai-sdk/openai-compatible reads)", () => {
const result = ProviderTransform.providerOptions(createModel(), { reasoningEffort: "high" })
expect(result).toEqual({ openaiCompatible: { reasoningEffort: "high" } })
})
})