import uuid import time from typing import List from schemas import OpenAIChatMessage def stream_message_template(model: str, message: str): return { "id": f"rag-{str(uuid.uuid4())}", "object": "chat.completion.chunk", "created": int(time.time()), "model": model, "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