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5 changes: 5 additions & 0 deletions .changeset/0000-ai-sdk-v6.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
---
"evalite": minor
---

Migrated AI SDK integration from v5 to v6. The `ai` peer dependency is now `^6` and `@ai-sdk/provider` is `^3`. Users on AI SDK v5 should stay on the previous Evalite version.
24 changes: 13 additions & 11 deletions apps/evalite-docs/src/content/docs/api/ai-sdk.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -35,12 +35,12 @@ evalite("My Eval", {

```typescript
wrapAISDKModel(
model: LanguageModelV2,
model: LanguageModel,
options?: {
tracing?: boolean;
caching?: boolean;
}
): LanguageModelV2
): LanguageModel
```

**Parameters:**
Expand Down Expand Up @@ -137,32 +137,34 @@ const result = await streamText({
const text = await result.text;
```

**Generate Object:**
**Structured Output:**

```typescript
import { generateObject } from "ai";
import { generateText, Output } from "ai";
import { z } from "zod";

const result = await generateObject({
const result = await generateText({
model: wrapAISDKModel(openai("gpt-4")),
schema: z.object({ name: z.string() }),
output: Output.object({ schema: z.object({ name: z.string() }) }),
prompt: "Generate a person",
});

const person = result.output; // { name: string }
```

**Stream Object:**
**Streaming Structured Output:**

```typescript
import { streamObject } from "ai";
import { streamText, Output } from "ai";
import { z } from "zod";

const result = await streamObject({
const result = streamText({
model: wrapAISDKModel(openai("gpt-4")),
schema: z.object({ name: z.string() }),
output: Output.object({ schema: z.object({ name: z.string() }) }),
prompt: "Generate a person",
});

const object = await result.object;
const person = await result.output; // { name: string }
```

## Behavior in Production
Expand Down
2 changes: 1 addition & 1 deletion apps/evalite-ui/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@
"@tanstack/react-router": "^1.117.0",
"@tanstack/router-devtools": "^1.117.0",
"@tanstack/zod-adapter": "^1.117.0",
"ai": "^5.0.89",
"ai": "^6",
"class-variance-authority": "^0.7.1",
"clsx": "^2.1.1",
"date-fns": "^4.1.0",
Expand Down
4 changes: 2 additions & 2 deletions packages/evalite-tests/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@
"evalite": "workspace:*",
"evalite-ui": "workspace:*",
"strip-ansi": "^7.1.2",
"@ai-sdk/openai": "^2.0.42",
"ai": "^5.0.59"
"@ai-sdk/openai": "^3.0.0",
"ai": "^6"
}
}
Original file line number Diff line number Diff line change
@@ -1,32 +1,40 @@
import { generateText } from "ai";
import { MockLanguageModelV2 } from "ai/test";
import { MockLanguageModelV3 } from "ai/test";
import { wrapAISDKModel } from "evalite/ai-sdk";
import { evalite } from "evalite";

const model = new MockLanguageModelV2({
doGenerate: async (options) => ({
rawCall: { rawPrompt: null, rawSettings: {} },
finishReason: "stop",
usage: { inputTokens: 10, outputTokens: 20, totalTokens: 30 },
const model = new MockLanguageModelV3({
doGenerate: {
finishReason: { unified: "stop", raw: undefined },
usage: {
inputTokens: {
total: 10,
noCache: undefined,
cacheRead: undefined,
cacheWrite: undefined,
},
outputTokens: { total: 20, text: undefined, reasoning: undefined },
},
content: [{ type: "text", text: `Response for task` }],
warnings: [],
providerMetadata: undefined,
request: undefined,
response: undefined,
}),
},
});

const scorerModel = new MockLanguageModelV2({
doGenerate: async (options) => ({
rawCall: { rawPrompt: null, rawSettings: {} },
finishReason: "stop",
usage: { inputTokens: 5, outputTokens: 10, totalTokens: 15 },
const scorerModel = new MockLanguageModelV3({
doGenerate: {
finishReason: { unified: "stop", raw: undefined },
usage: {
inputTokens: {
total: 5,
noCache: undefined,
cacheRead: undefined,
cacheWrite: undefined,
},
outputTokens: { total: 10, text: undefined, reasoning: undefined },
},
content: [{ type: "text", text: `1` }],
warnings: [],
providerMetadata: undefined,
request: undefined,
response: undefined,
}),
},
});

const tracedModel = wrapAISDKModel(model);
Expand Down
Original file line number Diff line number Diff line change
@@ -1,32 +1,40 @@
import { generateText } from "ai";
import { MockLanguageModelV2 } from "ai/test";
import { MockLanguageModelV3 } from "ai/test";
import { wrapAISDKModel } from "evalite/ai-sdk";
import { evalite } from "evalite";

const model = new MockLanguageModelV2({
doGenerate: async (options) => ({
rawCall: { rawPrompt: null, rawSettings: {} },
finishReason: "stop",
usage: { inputTokens: 10, outputTokens: 20, totalTokens: 30 },
const model = new MockLanguageModelV3({
doGenerate: {
finishReason: { unified: "stop", raw: undefined },
usage: {
inputTokens: {
total: 10,
noCache: undefined,
cacheRead: undefined,
cacheWrite: undefined,
},
outputTokens: { total: 20, text: undefined, reasoning: undefined },
},
content: [{ type: "text", text: `Response for task` }],
warnings: [],
providerMetadata: undefined,
request: undefined,
response: undefined,
}),
},
});

const scorerModel = new MockLanguageModelV2({
doGenerate: async (options) => ({
rawCall: { rawPrompt: null, rawSettings: {} },
finishReason: "stop",
usage: { inputTokens: 5, outputTokens: 10, totalTokens: 15 },
const scorerModel = new MockLanguageModelV3({
doGenerate: {
finishReason: { unified: "stop", raw: undefined },
usage: {
inputTokens: {
total: 5,
noCache: undefined,
cacheRead: undefined,
cacheWrite: undefined,
},
outputTokens: { total: 10, text: undefined, reasoning: undefined },
},
content: [{ type: "text", text: `1` }],
warnings: [],
providerMetadata: undefined,
request: undefined,
response: undefined,
}),
},
});

const tracedModel = wrapAISDKModel(model);
Expand Down
Original file line number Diff line number Diff line change
@@ -1,32 +1,40 @@
import { generateText } from "ai";
import { MockLanguageModelV2 } from "ai/test";
import { MockLanguageModelV3 } from "ai/test";
import { wrapAISDKModel } from "evalite/ai-sdk";
import { evalite } from "evalite";

const model = new MockLanguageModelV2({
doGenerate: async (options) => ({
rawCall: { rawPrompt: null, rawSettings: {} },
finishReason: "stop",
usage: { inputTokens: 10, outputTokens: 20, totalTokens: 30 },
const model = new MockLanguageModelV3({
doGenerate: {
finishReason: { unified: "stop", raw: undefined },
usage: {
inputTokens: {
total: 10,
noCache: undefined,
cacheRead: undefined,
cacheWrite: undefined,
},
outputTokens: { total: 20, text: undefined, reasoning: undefined },
},
content: [{ type: "text", text: `Response for task` }],
warnings: [],
providerMetadata: undefined,
request: undefined,
response: undefined,
}),
},
});

const scorerModel = new MockLanguageModelV2({
doGenerate: async (options) => ({
rawCall: { rawPrompt: null, rawSettings: {} },
finishReason: "stop",
usage: { inputTokens: 5, outputTokens: 10, totalTokens: 15 },
const scorerModel = new MockLanguageModelV3({
doGenerate: {
finishReason: { unified: "stop", raw: undefined },
usage: {
inputTokens: {
total: 5,
noCache: undefined,
cacheRead: undefined,
cacheWrite: undefined,
},
outputTokens: { total: 10, text: undefined, reasoning: undefined },
},
content: [{ type: "text", text: `1` }],
warnings: [],
providerMetadata: undefined,
request: undefined,
response: undefined,
}),
},
});

const tracedModel = wrapAISDKModel(model);
Expand Down
24 changes: 14 additions & 10 deletions packages/evalite-tests/tests/fixtures/ai-sdk-traces/traces.eval.ts
Original file line number Diff line number Diff line change
@@ -1,13 +1,20 @@
import { generateText } from "ai";
import { MockLanguageModelV2 } from "ai/test";
import { MockLanguageModelV3 } from "ai/test";
import { wrapAISDKModel } from "evalite/ai-sdk";
import { evalite } from "evalite";

const model = new MockLanguageModelV2({
doGenerate: async (options) => ({
rawCall: { rawPrompt: null, rawSettings: {} },
finishReason: "stop",
usage: { inputTokens: 10, outputTokens: 20, totalTokens: 35 },
const model = new MockLanguageModelV3({
doGenerate: {
finishReason: { unified: "stop", raw: undefined },
usage: {
inputTokens: {
total: 10,
noCache: undefined,
cacheRead: undefined,
cacheWrite: undefined,
},
outputTokens: { total: 20, text: undefined, reasoning: undefined },
},
content: [
{ type: "text", text: `Hello, world!` },
{
Expand All @@ -18,10 +25,7 @@ const model = new MockLanguageModelV2({
},
],
warnings: [],
providerMetadata: undefined,
request: undefined,
response: undefined,
}),
},
});

const tracedModel = wrapAISDKModel(model);
Expand Down
6 changes: 3 additions & 3 deletions packages/evalite/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -71,7 +71,7 @@
},
"peerDependencies": {
"better-sqlite3": "^11.6.0",
"ai": "^5"
"ai": "^6"
},
"peerDependenciesMeta": {
"better-sqlite3": {
Expand All @@ -82,11 +82,11 @@
}
},
"devDependencies": {
"@ai-sdk/provider": "^2.0.0",
"@ai-sdk/provider": "^3.0.0",
"@types/better-sqlite3": "^7.6.13",
"@types/js-levenshtein": "^1.1.3",
"@types/ws": "^8.18.1",
"ai": "^5.0.59",
"ai": "^6",
"better-sqlite3": "^11.6.0",
"unstorage": "^1.17.1"
}
Expand Down
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