OpenAI OpenTelemetry Integration

Overview

This integration provides support for using OpenTelemetry with the OpenAI framework. It enables tracing and monitoring of applications built with OpenAI.

Installation

1. Install traceAI OpenAI

pip install traceAI-openai

Set Environment Variables

Set up your environment variables to authenticate with FutureAGI

import os

os.environ["FI_API_KEY"] = FI_API_KEY
os.environ["FI_SECRET_KEY"] = FI_SECRET_KEY
os.environ["OPENAI_API_KEY"] = OPENAI_API_KEY

Quickstart

Register Tracer Provider

Set up the trace provider to establish the observability pipeline. The trace provider:

from fi_instrumentation import register
from fi_instrumentation.fi_types import ProjectType

trace_provider = register(
    project_type=ProjectType.OBSERVE,
    project_name="openai_app"
)

Configure OpenAI Instrumentation

Set up your OpenAI client with built-in observability. This includes support for text, image, and audio models.

from traceai_openai import OpenAIInstrumentor

OpenAIInstrumentor().instrument(tracer_provider=trace_provider)

Create OpenAI Components

Set up your OpenAI client with built-in observability.

import openai

openai.api_key = os.environ["OPENAI_API_KEY"]

response = openai.ChatCompletion.create(
    model="gpt-4-0",
    messages=[
        {"role": "system", "content": "You are a helpful assistant."},
        {"role": "user", "content": "Can you tell me a joke?"}
    ]
)

print(response.choices[0].message['content'].strip())