OpenAI

Automatically capture all OpenAI Chat Completions and Responses API calls.

Setup

Python
TypeScript

import traceroot
from traceroot import Integration

traceroot.initialize(integrations=[Integration.OPENAI])

import OpenAI from 'openai';
import { TraceRoot } from '@traceroot-ai/traceroot';

TraceRoot.initialize({
  instrumentModules: { openAI: OpenAI },
});

const openai = new OpenAI();

Usage

Python
TypeScript

Once initialized, all OpenAI calls are captured automatically:

import openai

client = openai.OpenAI()

# This call is automatically traced
response = client.chat.completions.create(
    model="gpt-4o",
    messages=[
        {"role": "system", "content": "You are a helpful assistant."},
        {"role": "user", "content": "What is the capital of France?"},
    ],
)

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

import OpenAI from 'openai';

const openai = new OpenAI();

// This call is automatically traced
const response = await openai.chat.completions.create({
  model: 'gpt-4o',
  messages: [
    { role: 'system', content: 'You are a helpful assistant.' },
    { role: 'user', content: 'What is the capital of France?' },
  ],
});

console.log(response.choices[0].message.content);

What Gets Captured

Attribute	Description
Model	`gpt-4o`, `gpt-4o-mini`, `o3`, etc.
Messages	Input messages array
Response	Completion content
Tokens	Prompt, completion, and total tokens
Cost	Calculated from token usage and model pricing
Latency	Request duration

Run the example

Clone the repo and run a complete agent end-to-end.

Python

Run the Python example

TypeScript

Run the TypeScript example

⌘I

Overview

Native

Frameworks

Model Providers

Internal Model Providers

Setup

Usage

What Gets Captured

Run the example

Python

TypeScript

​Setup

​Usage

​What Gets Captured

​Run the example

Python

TypeScript

Setup

Usage

What Gets Captured

Run the example