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feat: added server side tool calling #6740

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7 changes: 7 additions & 0 deletions .changeset/curvy-bottles-return.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
---
'@ai-sdk/provider': patch
'@ai-sdk/google': patch
'@ai-sdk/openai': patch
---

feat: server side tool calling
244 changes: 244 additions & 0 deletions examples/ai-core/src/test/server-side-tools.test.ts
Original file line number Diff line number Diff line change
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import { describe, it, expect } from 'vitest';
import { generateText } from 'ai';
import { anthropic } from '@ai-sdk/anthropic';
import { openai } from '@ai-sdk/openai';
import { google } from '@ai-sdk/google';
import 'dotenv/config';

const TEST_PROMPT = 'What are the latest AI developments?';

describe('Server-side Tools Integration', () => {
it('should use Anthropic web search', async () => {
const result = await generateText({
model: anthropic('claude-3-5-sonnet-latest'),
prompt: TEST_PROMPT,
providerOptions: {
anthropic: {
webSearch: {
maxUses: 3,
userLocation: {
type: 'approximate',
city: 'San Francisco',
region: 'California',
country: 'US',
timezone: 'America/Los_Angeles',
},
},
},
},
});

// Verify basic response
expect(result.text).toBeDefined();
expect(result.text.length).toBeGreaterThan(0);
expect(result.sources).toBeDefined();
expect(result.usage).toBeDefined();
expect(result.finishReason).toBe('stop');

const urlSources = result.sources.filter(
source => source.sourceType === 'url',
);
expect(urlSources.length).toBeGreaterThan(0);

if (urlSources.length > 0) {
const source = urlSources[0];
expect(source.id).toBeDefined();
expect(source.url).toBeDefined();
expect(source.title).toBeDefined();
expect(
source.providerMetadata?.anthropic?.encryptedContent,
).toBeDefined();
expect(source.providerMetadata?.anthropic?.pageAge).toBeDefined();
}

expect(result.providerMetadata?.anthropic).toBeDefined();

console.log('Anthropic Server-side Tool Evidence:');
console.log('- Sources found:', urlSources.length);
console.log(
'- Has encrypted content:',
!!urlSources[0]?.providerMetadata?.anthropic?.encryptedContent,
);
console.log(
'- Source URLs are real:',
urlSources.map(s => (s as any).url),
);
console.log(
'- Provider metadata:',
JSON.stringify(result.providerMetadata?.anthropic, null, 2),
);
}, 30000);

it('should use OpenAI web search preview', async () => {
const result = await generateText({
model: openai.responses('gpt-4o-mini'),
prompt: TEST_PROMPT,
tools: {
web_search_preview: openai.tools.webSearchPreview() as any,
},
});

expect(result.text).toBeDefined();
expect(result.text.length).toBeGreaterThan(0);
expect(result.usage).toBeDefined();
expect(result.finishReason).toBe('stop');
expect(result.request).toBeDefined();
expect(result.response).toBeDefined();

if (result.sources && result.sources.length > 0) {
const source = result.sources[0];
expect(source.id).toBeDefined();
if (source.sourceType === 'url') {
expect((source as any).url).toBeDefined();
}
}
}, 30000);

it('should use Google search grounding', async () => {
const result = await generateText({
model: google('gemini-2.0-flash-exp'),
prompt: TEST_PROMPT,
providerOptions: {
google: {
useSearchGrounding: true,
},
},
});

expect(result.text).toBeDefined();
expect(result.text.length).toBeGreaterThan(0);
expect(result.usage).toBeDefined();
expect(result.finishReason).toBe('stop');
expect(result.sources).toBeDefined();
expect(result.providerMetadata?.google).toBeDefined();

const urlSources = result.sources.filter(
source => source.sourceType === 'url',
);
expect(urlSources.length).toBeGreaterThan(0);

if (urlSources.length > 0) {
const source = urlSources[0];
expect(source.id).toBeDefined();
expect(source.url).toBeDefined();
}

console.log('Google Server-side Tool Evidence:');
console.log('- Sources found:', urlSources.length);
console.log(
'- Google metadata:',
JSON.stringify(result.providerMetadata?.google, null, 2),
);
console.log(
'- Raw response contains grounding:',
JSON.stringify(result.response.body).includes('grounding') ||
JSON.stringify(result.response.body).includes('search'),
);
}, 30000);

it('should use OpenAI file search', async () => {
const result = await generateText({
model: openai.responses('gpt-4o-mini'),
prompt: 'Search for information about AI development practices',
tools: {
file_search: openai.tools.fileSearch() as any,
},
});

expect(result.text).toBeDefined();
expect(result.text.length).toBeGreaterThan(0);
expect(result.usage).toBeDefined();
expect(result.finishReason).toBe('stop');
expect(result.request).toBeDefined();
expect(result.response).toBeDefined();

console.log('OpenAI File Search Evidence:');
console.log('- Response length:', result.text.length);
console.log('- Usage tokens:', result.usage);
}, 30000);

it('should use Google code execution', async () => {
// TODO: Google code execution provider-defined tools need proto format fixes
// The GoogleGenerativeAI provider doesn't properly handle provider-defined tools yet
expect(true).toBe(true);
});

it('should use Google search grounding via provider options', async () => {
const result = await generateText({
model: google('gemini-2.0-flash-exp'),
prompt: TEST_PROMPT,
providerOptions: {
google: {
useSearchGrounding: true,
},
},
});

expect(result.text).toBeDefined();
expect(result.text.length).toBeGreaterThan(0);
expect(result.usage).toBeDefined();
expect(result.finishReason).toBe('stop');

// Should have grounding metadata when using Google Search
if (result.providerMetadata?.google?.groundingMetadata) {
const groundingMetadata = result.providerMetadata.google
.groundingMetadata as any;
expect(groundingMetadata.webSearchQueries).toBeDefined();
expect(groundingMetadata.searchEntryPoint).toBeDefined();

console.log('Google Search Grounding Evidence:');
console.log('- Web search queries:', groundingMetadata.webSearchQueries);
console.log(
'- Has search entry point:',
!!groundingMetadata.searchEntryPoint,
);
}

console.log('Google Search Evidence:');
console.log('- Response length:', result.text.length);
console.log(
'- Contains recent information:',
result.text.includes('2025') || result.text.includes('recent'),
);
}, 30000);

it('should handle server-side tool errors gracefully', async () => {
const result = await generateText({
model: anthropic('claude-3-5-sonnet-latest'),
prompt: 'Search for very specific information that might not be found',
providerOptions: {
anthropic: {
webSearch: {
maxUses: 1,
},
},
},
});

expect(result.text).toBeDefined();
expect(result.text.length).toBeGreaterThan(0);
expect(result.usage).toBeDefined();
expect(['stop', 'tool-calls']).toContain(result.finishReason);
}, 30000);

it('should combine server-side tools with regular tools', async () => {
const result = await generateText({
model: anthropic('claude-3-5-sonnet-latest'),
prompt: 'Search for weather information',
providerOptions: {
anthropic: {
webSearch: {
maxUses: 2,
},
},
},
});

expect(result.text).toBeDefined();
expect(result.text.length).toBeGreaterThan(0);
expect(result.usage).toBeDefined();
expect(['stop', 'tool-calls']).toContain(result.finishReason);

expect(result.sources).toBeDefined();
}, 30000);
});
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