import uuid
from openai import OpenAI

client = OpenAI(base_url="http://localhost:12000/v1", api_key="EMPTY")
affinity_id = str(uuid.uuid4())

response = client.chat.completions.create(
    messages=messages,
    tools=tools,
    extra_headers={"X-Model-Affinity": affinity_id}
)