responses_vision

Runnable HTTP server example responses_vision.

from openai import OpenAI
import httpx
import textwrap
import json


def log_response(response: httpx.Response):
    request = response.request
    print(f"Request: {request.method} {request.url}")
    print("  Headers:")
    for key, value in request.headers.items():
        if key.lower() == "authorization":
            value = "[...]"
        if key.lower() == "cookie":
            value = value.split("=")[0] + "=..."
        print(f"    {key}: {value}")
    print("  Body:")
    try:
        request_body = json.loads(request.content)
        print(textwrap.indent(json.dumps(request_body, indent=2), "    "))
    except json.JSONDecodeError:
        print(textwrap.indent(request.content.decode(), "    "))
    print(f"Response: status_code={response.status_code}")
    print("  Headers:")
    for key, value in response.headers.items():
        if key.lower() == "set-cookie":
            value = value.split("=")[0] + "=..."
        print(f"    {key}: {value}")


client = OpenAI(api_key="foobar", base_url="http://localhost:1234/v1/")

# # Enable this to log requests and responses
# client._client = httpx.Client(
#     event_hooks={"request": [print], "response": [log_response]}
# )


# first turn
resp1 = client.responses.create(
    model="default",
    input=[
        {
            "role": "user",
            "content": [
                {
                    "type": "image_url",
                    "image_url": {"url": "Pink_flower.jpg"},
                },
                {
                    "type": "text",
                    "text": "What is this?",
                },
            ],
        }
    ],
)

print(resp1.output_text)
print(resp1.reasoning)

# follow‑up: no need to resend the first question
resp2 = client.responses.create(
    model="default", previous_response_id=resp1.id, input="Can you eat it?"
)

print(resp2.output_text)
print(resp2.reasoning)

Source: examples/server/responses_vision.py