OpenAI Tracing

pip install openinference-instrumentation-openai openai

export OPENAI_API_KEY=[your_key_here]

import openai

client = openai.OpenAI()
response = client.chat.completions.create(
    model="gpt-4o",
    messages=[{"role": "user", "content": "Write a haiku."}],
)
print(response.choices[0].message.content)

import openai

client = openai.OpenAI()
decision = client.decisions.create(
    model="gpt-6-luna",
    input="I was charged twice for my order.",
    questions=[
        {
            "type": "predicate",
            "name": "is_refund",
            "instructions": "Is this a refund request?",
        },
        {
            "type": "choice",
            "name": "department",
            "instructions": "Which department should handle this complaint?",
            "choices": [
                {"value": "billing", "description": "Payments, invoices, and refunds."},
                {"value": "technical", "description": "Problems using the product."},
                {"value": "shipping", "description": "Delivery and tracking."},
            ],
        },
        {
            "type": "score",
            "name": "urgency",
            "instructions": "How urgent is this message?",
            "levels": [
                {"label": "low", "description": "Can wait a week."},
                {"label": "medium"},
                {"label": "high", "description": "Needs a reply today."},
            ],
        },
    ],
)
for answer in decision.answers:
    print(answer.model_dump_json())