openinference

OpenInference Instrumentation for OpenAI Node.js SDK

This module provides automatic instrumentation for the OpenAI Node.js SDK. which may be used in conjunction with @opentelemetry/sdk-trace-node.

Installation

npm install --save @arizeai/openinference-instrumentation-openai

Usage

To load the OpenAI instrumentation, specify it in the registerInstrumentations call along with any additional instrumentation you wish to enable.

const { NodeTracerProvider } = require("@opentelemetry/sdk-trace-node");
const {
  OpenAIInstrumentation,
} = require("@arizeai/openinference-instrumentation-openai");
const { registerInstrumentations } = require("@opentelemetry/instrumentation");

const provider = new NodeTracerProvider();
provider.register();

registerInstrumentations({
  instrumentations: [new OpenAIInstrumentation()],
});

Examples

To run an example, run the following commands:

cd js/packages/openinference-instrumentation-openai
pnpm install
pnpm -r build
npx -y tsx examples/chat.ts # or responses.ts, embed.ts, etc

For more information on OpenTelemetry Node.js SDK, see the OpenTelemetry Node.js SDK documentation.

Using a Custom Tracer Provider

You can specify a custom tracer provider when creating the OpenAI instrumentation. This is useful when you want to use a non-global tracer provider or have more control over the tracing configuration.

import { NodeTracerProvider } from "@opentelemetry/sdk-trace-node";
import { Resource } from "@opentelemetry/resources";
import { SEMRESATTRS_PROJECT_NAME } from "@arizeai/openinference-semantic-conventions";
import { OpenAIInstrumentation } from "@arizeai/openinference-instrumentation-openai";
import { registerInstrumentations } from "@opentelemetry/instrumentation";

// Create a custom tracer provider
const customTracerProvider = new NodeTracerProvider({
  resource: new Resource({
    [SEMRESATTRS_PROJECT_NAME]: "my-openai-project",
  }),
});

// Pass the custom tracer provider to the instrumentation
const openaiInstrumentation = new OpenAIInstrumentation({
  tracerProvider: customTracerProvider,
});

// Register the instrumentation with the custom tracer provider
registerInstrumentations({
  instrumentations: [openaiInstrumentation],
  tracerProvider: customTracerProvider,
});

Alternatively, you can set the tracer provider after creating the instrumentation:

const openaiInstrumentation = new OpenAIInstrumentation();
openaiInstrumentation.setTracerProvider(customTracerProvider);

Compatibility

@arizeai/openinference-instrumentation-openai is compatible with the following versions of the openai package:

OpenAI Version	OpenInference Instrumentation Version
^5.0.0	^3.0.0
^4.0.0	^2.0.0

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