"""Minimal connection example; no model call is made until you run this file.

Requires the OpenAI Python SDK and UNCENSURED_AI_API_KEY in your environment.
Documentation example, not a measured benchmark.
"""
import os
from openai import OpenAI

client = OpenAI(
    api_key=os.environ["UNCENSURED_AI_API_KEY"],
    base_url="https://uncensuredai.com/v1",
)
response = client.chat.completions.create(
    model="kimi-k3.1-pro-uncensored",
    messages=[{"role": "user", "content": "Find the edge cases in a small cache implementation."}],
    max_tokens=1024,
)
print(response.choices[0].message.content)