OpenAI Agents OpenTelemetry Integration

Overview

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

Installation

1. Install traceAI OpenAI Agents

pip install traceAI-openai-agents

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

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_agents_app"
)

Configure OpenAI Agents Instrumentation

Instrument the OpenAI Agents client to enable telemetry collection. This step ensures that all interactions with the OpenAI Agents SDK are tracked and monitored.

from traceai_openai_agents import OpenAIAgentsInstrumentor

OpenAIAgentsInstrumentor().instrument(tracer_provider=trace_provider)

Create OpenAI Agents Components

Set up your OpenAI Agents client with built-in observability.

from agents import Agent, Runner

agent = Agent(name="Assistant", instructions="You are a helpful assistant")
result = Runner.run_sync(agent, "Write a haiku about recursion in programming.")

print(result.final_output)