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Add instrumentation for ai #13679

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mydea opened this issue Sep 12, 2024 · 3 comments
Open
2 tasks

Add instrumentation for ai #13679

mydea opened this issue Sep 12, 2024 · 3 comments
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Package: node Issues related to the Sentry Node SDK

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@mydea
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mydea commented Sep 12, 2024

Description

We want to support Vercel AI (https://github.com/vercel/ai). There seems to be some OTEL instrumentation baked in - we need to test this, and ensure this follows the LLM conventions: https://develop.sentry.dev/sdk/telemetry/traces/modules/llm-monitoring/ (which probably means adjusting the emitted spans accordingly).

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@mydea mydea added the Package: node Issues related to the Sentry Node SDK label Sep 12, 2024
@AbhiPrasad AbhiPrasad self-assigned this Sep 12, 2024
@AbhiPrasad
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@AbhiPrasad
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Gave it a try with https://github.com/e2b-dev/ai-artifacts

Looks pretty decent Image

Currently it collects:

ai.model.id
ai.model.provider
ai.prompt
ai.schema
ai.settings.mode

it doesn't seem to include any information about tokens used or similar, which is problematic for our llm monitoring.

It uses ai.X which matches our conventions more closely, but OTEL conventions seem to use gen_ai.X: https://opentelemetry.io/docs/specs/semconv/gen-ai/gen-ai-spans/

@AbhiPrasad
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Decision: We'll be making this an integration that lives in @sentry/node.

Right now to enable OTEL based telemetry in the SDK, you'll have to add experimental_telemetry: { isEnabled: true } to each individual function call. We'll probably add some OTEL instrumentation that automatically injects this so it doesn't have to be user configured.

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