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nicohrubec merged 3 commits into from
Apr 2, 2026
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ref(core): Unify .do* span ops to gen_ai.generate_content #20074

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nicohrubec Apr 1, 2026
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nicohrubec Apr 2, 2026
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4 changes: 4 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -4,6 +4,10 @@

- "You miss 100 percent of the chances you don't take. — Wayne Gretzky" — Michael Scott

- **ref(core): Unify .do\* span ops to `gen_ai.generate_content` ([#20074](https://github.com/getsentry/sentry-javascript/pull/20074))**

All Vercel AI `do*` spans (`ai.generateText.doGenerate`, `ai.streamText.doStream`, `ai.generateObject.doGenerate`, `ai.streamObject.doStream`) now use a single unified span op `gen_ai.generate_content` instead of separate ops like `gen_ai.generate_text`, `gen_ai.stream_text`, `gen_ai.generate_object`, and `gen_ai.stream_object`.

- **ref(core): Remove provider-specific AI span attributes in favor of `gen_ai` attributes in sentry conventions ([#20011](https://github.com/getsentry/sentry-javascript/pull/20011))**

The following provider-specific span attributes have been removed from the OpenAI and Anthropic AI integrations. Use the standardized `gen_ai.*` equivalents instead:
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2 changes: 1 addition & 1 deletion dev-packages/e2e-tests/test-applications/deno/tests/ai.test.ts
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Expand Up @@ -31,7 +31,7 @@ test('should create AI pipeline spans with Vercel AI SDK', async ({ baseURL }) =
const aiSpans = spans.filter(
(span: any) =>
span.op === 'gen_ai.invoke_agent' ||
span.op === 'gen_ai.generate_text' ||
span.op === 'gen_ai.generate_content' ||
span.op === 'otel.span' ||
span.description?.includes('ai.generateText'),
);
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2 changes: 1 addition & 1 deletion dev-packages/e2e-tests/test-applications/nextjs-15/tests/ai-error.test.ts
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Expand Up @@ -26,7 +26,7 @@ test('should create AI spans with correct attributes and error linking', async (
// because of this, only spans that are manually opted-in at call time will be captured
// this may be fixed by https://github.com/vercel/ai/pull/6716 in the future
const aiPipelineSpans = spans.filter(span => span.op === 'gen_ai.invoke_agent');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_text');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_content');
const toolCallSpans = spans.filter(span => span.op === 'gen_ai.execute_tool');

expect(aiPipelineSpans.length).toBeGreaterThanOrEqual(1);
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2 changes: 1 addition & 1 deletion dev-packages/e2e-tests/test-applications/nextjs-15/tests/ai-test.test.ts
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Expand Up @@ -22,7 +22,7 @@ test('should create AI spans with correct attributes', async ({ page }) => {
// because of this, only spans that are manually opted-in at call time will be captured
// this may be fixed by https://github.com/vercel/ai/pull/6716 in the future
const aiPipelineSpans = spans.filter(span => span.op === 'gen_ai.invoke_agent');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_text');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_content');
const toolCallSpans = spans.filter(span => span.op === 'gen_ai.execute_tool');

expect(aiPipelineSpans.length).toBeGreaterThanOrEqual(1);
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2 changes: 1 addition & 1 deletion dev-packages/e2e-tests/test-applications/nextjs-16/tests/ai-error.test.ts
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Expand Up @@ -26,7 +26,7 @@ test('should create AI spans with correct attributes and error linking', async (
// because of this, only spans that are manually opted-in at call time will be captured
// this may be fixed by https://github.com/vercel/ai/pull/6716 in the future
const aiPipelineSpans = spans.filter(span => span.op === 'gen_ai.invoke_agent');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_text');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_content');
const toolCallSpans = spans.filter(span => span.op === 'gen_ai.execute_tool');

expect(aiPipelineSpans.length).toBeGreaterThanOrEqual(1);
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2 changes: 1 addition & 1 deletion dev-packages/e2e-tests/test-applications/nextjs-16/tests/ai-test.test.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ test('should create AI spans with correct attributes', async ({ page }) => {
// because of this, only spans that are manually opted-in at call time will be captured
// this may be fixed by https://github.com/vercel/ai/pull/6716 in the future
const aiPipelineSpans = spans.filter(span => span.op === 'gen_ai.invoke_agent');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_text');
const aiGenerateSpans = spans.filter(span => span.op === 'gen_ai.generate_content');
const toolCallSpans = spans.filter(span => span.op === 'gen_ai.execute_tool');

expect(aiPipelineSpans.length).toBeGreaterThanOrEqual(1);
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4 changes: 2 additions & 2 deletions dev-packages/node-integration-tests/suites/tracing/vercelai/test-generate-object.ts
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Expand Up @@ -37,7 +37,7 @@ describe('Vercel AI integration - generateObject', () => {
expect.objectContaining({
data: expect.objectContaining({
'sentry.origin': 'auto.vercelai.otel',
'sentry.op': 'gen_ai.generate_object',
'sentry.op': 'gen_ai.generate_content',
'gen_ai.operation.name': 'generate_content',
'vercel.ai.operationId': 'ai.generateObject.doGenerate',
'vercel.ai.model.provider': 'mock-provider',
Expand All @@ -52,7 +52,7 @@ describe('Vercel AI integration - generateObject', () => {
'gen_ai.usage.total_tokens': 40,
}),
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_object',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
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38 changes: 19 additions & 19 deletions dev-packages/node-integration-tests/suites/tracing/vercelai/test.ts
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Expand Up @@ -70,7 +70,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 20,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -83,7 +83,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -132,7 +132,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 20,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -146,7 +146,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -186,7 +186,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -199,7 +199,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -280,7 +280,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 20,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -294,7 +294,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
parent_span_id: expect.any(String),
Expand Down Expand Up @@ -353,7 +353,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 20,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -367,7 +367,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
parent_span_id: expect.any(String),
Expand Down Expand Up @@ -427,7 +427,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -442,7 +442,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
parent_span_id: expect.any(String),
Expand Down Expand Up @@ -528,7 +528,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -541,7 +541,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -648,7 +648,7 @@ describe('Vercel AI integration', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
'vercel.ai.model.provider': 'mock-provider',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
Expand All @@ -661,7 +661,7 @@ describe('Vercel AI integration', () => {
'vercel.ai.streaming': false,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -757,11 +757,11 @@ describe('Vercel AI integration', () => {
// The doGenerate span - name stays as 'generateText.doGenerate' since model ID is missing
expect.objectContaining({
description: 'generateText.doGenerate',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
data: expect.objectContaining({
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
}),
Expand Down Expand Up @@ -938,7 +938,7 @@ describe('Vercel AI integration', () => {
}),
}),
expect.objectContaining({
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
data: expect.objectContaining({
'gen_ai.conversation.id': 'conv-a',
}),
Expand Down
28 changes: 14 additions & 14 deletions dev-packages/node-integration-tests/suites/tracing/vercelai/v5/test.ts
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Expand Up @@ -59,7 +59,7 @@ describe('Vercel AI integration (V5)', () => {
expect.objectContaining({
data: {
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
'vercel.ai.model.provider': 'mock-provider',
Expand All @@ -80,7 +80,7 @@ describe('Vercel AI integration (V5)', () => {
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -116,7 +116,7 @@ describe('Vercel AI integration (V5)', () => {
expect.objectContaining({
data: {
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
'vercel.ai.model.provider': 'mock-provider',
Expand All @@ -141,7 +141,7 @@ describe('Vercel AI integration (V5)', () => {
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -189,11 +189,11 @@ describe('Vercel AI integration (V5)', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -277,11 +277,11 @@ describe('Vercel AI integration (V5)', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 20,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -317,7 +317,7 @@ describe('Vercel AI integration (V5)', () => {
expect.objectContaining({
data: {
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
'vercel.ai.operationId': 'ai.generateText.doGenerate',
'vercel.ai.model.provider': 'mock-provider',
Expand All @@ -342,7 +342,7 @@ describe('Vercel AI integration (V5)', () => {
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 30,
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -401,11 +401,11 @@ describe('Vercel AI integration (V5)', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
}),
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down Expand Up @@ -513,11 +513,11 @@ describe('Vercel AI integration (V5)', () => {
[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_text',
[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.generate_content',
[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.vercelai.otel',
},
description: 'generate_content mock-model-id',
op: 'gen_ai.generate_text',
op: 'gen_ai.generate_content',
origin: 'auto.vercelai.otel',
status: 'ok',
}),
Expand Down
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