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AI SDK - OpenTelemetry\n\nThe **OpenTelemetry integration** for the [AI SDK](https://ai-sdk.dev/docs)\ncollects tracing spans for AI SDK calls and sends them through your configured\nOpenTelemetry setup.\n\n## Setup\n\nThe OpenTelemetry integration is available in the `@ai-sdk/otel` module. You can\ninstall it with\n\n```bash\nnpm i @ai-sdk/otel\n```\n\n## Skill for Coding Agents\n\nIf you use coding agents such as Claude Code or Cursor, we highly recommend\nadding the AI SDK skill to your repository:\n\n```shell\nnpx skills add vercel/ai\n```\n\n## Usage\n\nRegister the telemetry integration once at application startup with\n`registerTelemetry()`:\n\n```ts\nimport { OpenTelemetry } from '@ai-sdk/otel';\nimport { registerTelemetry } from 'ai';\n\nregisterTelemetry(new OpenTelemetry());\n```\n\nFor Next.js applications, place this in `instrumentation.ts` alongside your\nOpenTelemetry provider setup. For Node.js applications, register it at the top\nlevel of your entry file.\n\nOnce registered, AI SDK calls emit telemetry events by default:\n\n```ts\nimport { generateText } from 'ai';\n\nconst result = await generateText({\n  model: 'openai/gpt-6-astra',\n  prompt: 'Write a vegetarian lasagna recipe for 4 people.',\n  telemetry: {\n    functionId: 'recipe-generator',\n  },\n});\n```\n\nYou can opt out for an individual call with `telemetry.isEnabled`:\n\n```ts\nconst result = await generateText({\n  model: 'openai/gpt-6-astra',\n  prompt: 'Write a vegetarian lasagna recipe for 4 people.',\n  telemetry: {\n    isEnabled: false,\n  },\n});\n```\n\n## OpenTelemetry\n\n`OpenTelemetry` is the recommended integration. It emits spans that follow the\n[OpenTelemetry GenAI Semantic Conventions](https://opentelemetry.io/docs/specs/semconv/gen-ai/).\n\nYou can pass a custom tracer when you want to use a specific `TracerProvider`:\n\n```ts\nimport { OpenTelemetry } from '@ai-sdk/otel';\nimport { registerTelemetry } from 'ai';\n\nregisterTelemetry(\n  new OpenTelemetry({\n    tracer: tracerProvider.getTracer('gen_ai'),\n  }),\n);\n```\n\nYou can also add custom attributes to spans with `enrichSpan`:\n\n```ts\nimport { OpenTelemetry } from '@ai-sdk/otel';\nimport { registerTelemetry } from 'ai';\n\nregisterTelemetry(\n  new OpenTelemetry({\n    enrichSpan: ({ spanType, operationId, callId }) => ({\n      'my_app.span_type': spanType,\n      'my_app.operation_id': operationId,\n      'my_app.call_id': callId,\n    }),\n  }),\n);\n```\n\n## Legacy Telemetry\n\n`LegacyOpenTelemetry` emits the older AI SDK-specific span format with `ai.*`\nattributes. Use it when an existing observability integration depends on the\nlegacy span shape:\n\n```ts\nimport { LegacyOpenTelemetry } from '@ai-sdk/otel';\nimport { registerTelemetry } from 'ai';\n\nregisterTelemetry(new LegacyOpenTelemetry());\n```\n\n## Documentation\n\nPlease check out the\n[AI SDK telemetry documentation](https://ai-sdk.dev/docs/ai-sdk-core/telemetry)\nfor more information.\n","readmeFilename":""}