import uuid import time from typing import List from schemas import OpenAIChatMessage from config import MODEL_ID def stream_message_template(message: str): return { "id": f"rag-{str(uuid.uuid4())}", "object": "chat.completion.chunk", "created": int(time.time()), "model": MODEL_ID, "choices": [ { "index": 0, "delta": {"content": message}, "logprobs": None, "finish_reason": None, } ], } def get_last_user_message(messages: List[OpenAIChatMessage]) -> str: for message in reversed(messages): if message.role == "user": return message.content return None