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Original file line number Diff line number Diff line change
@@ -0,0 +1,61 @@
import * as Sentry from '@sentry/node';
import { ToolLoopAgent, stepCountIs, tool } from 'ai';
import { MockLanguageModelV3 } from 'ai/test';
import { z } from 'zod';

async function run() {
await Sentry.startSpan({ op: 'function', name: 'main' }, async () => {
let callCount = 0;

const agent = new ToolLoopAgent({
experimental_telemetry: { isEnabled: true },
model: new MockLanguageModelV3({
doGenerate: async () => {
if (callCount++ === 0) {
return {
finishReason: { unified: 'tool-calls', raw: 'tool_calls' },
usage: {
inputTokens: { total: 10, noCache: 10, cached: 0 },
outputTokens: { total: 20, noCache: 20, cached: 0 },
totalTokens: { total: 30, noCache: 30, cached: 0 },
},
content: [
{
type: 'tool-call',
toolCallId: 'call-1',
toolName: 'getWeather',
input: JSON.stringify({ location: 'San Francisco' }),
},
],
warnings: [],
};
}
return {
finishReason: { unified: 'stop', raw: 'stop' },
usage: {
inputTokens: { total: 15, noCache: 15, cached: 0 },
outputTokens: { total: 25, noCache: 25, cached: 0 },
totalTokens: { total: 40, noCache: 40, cached: 0 },
},
content: [{ type: 'text', text: 'The weather in San Francisco is sunny, 72°F.' }],
warnings: [],
};
},
}),
tools: {
getWeather: tool({
description: 'Get the current weather for a location',
inputSchema: z.object({ location: z.string() }),
execute: async ({ location }) => `Weather in ${location}: Sunny, 72°F`,
}),
},
stopWhen: stepCountIs(3),
});

await agent.generate({
prompt: 'What is the weather in San Francisco?',
});
});
}

run();
Original file line number Diff line number Diff line change
Expand Up @@ -601,4 +601,81 @@ describe('Vercel AI integration (V6)', () => {
},
},
);

createEsmAndCjsTests(
__dirname,
'scenario-tool-loop-agent.mjs',
'instrument.mjs',
(createRunner, test) => {
test('creates spans for ToolLoopAgent with tool calls', async () => {
const expectedTransaction = {
transaction: 'main',
spans: expect.arrayContaining([
// ToolLoopAgent outer span
expect.objectContaining({
data: expect.objectContaining({
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'invoke_agent',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.invoke_agent',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
[GEN_AI_REQUEST_MODEL_ATTRIBUTE]: 'mock-model-id',
}),
op: 'gen_ai.invoke_agent',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
// First doGenerate span (returns tool-calls)
expect.objectContaining({
data: expect.objectContaining({
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 10,
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 20,
[GEN_AI_RESPONSE_FINISH_REASONS_ATTRIBUTE]: ['tool-calls'],
}),
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
// Tool execution span
expect.objectContaining({
data: expect.objectContaining({
[GEN_AI_TOOL_CALL_ID_ATTRIBUTE]: 'call-1',
[GEN_AI_TOOL_NAME_ATTRIBUTE]: 'getWeather',
[GEN_AI_TOOL_TYPE_ATTRIBUTE]: 'function',
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'execute_tool',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.execute_tool',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
}),
description: 'execute_tool getWeather',
op: 'gen_ai.execute_tool',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
// Second doGenerate span (returns final text)
expect.objectContaining({
data: expect.objectContaining({
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 15,
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_RESPONSE_FINISH_REASONS_ATTRIBUTE]: ['stop'],
}),
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
]),
};

await createRunner().expect({ transaction: expectedTransaction }).start().completed();
});
},
{
additionalDependencies: {
ai: '^6.0.0',
},
},
);
});
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