tools-api/app/gpt/service/openai.py

import os
from typing import Optional

import openai
from openai import OpenAI
from pydantic import BaseModel, Field

from common.log import log

client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"),base_url=os.getenv("OPENAI_BASE_URL"))

class UserIntent(BaseModel):
    user_intent: Optional[str] = Field(description="判断的用户意图")
    basis: Optional[str] = Field(description="用户意图命中的原始录音文本")
    accept:Optional[bool] = Field(description="用户是否接受，是的话为 True，否的话 False")


def openai_check_intent(chat:str):
    try:
        completion = client.beta.chat.completions.parse(
            model="gpt-4o-2024-08-06",
            messages=[
                {"role": "system", "content": "你是一位经验丰富的电话录音质检员，你非常擅长通过通话记录，判断用户意图"},
                {"role": "user", "content": chat},
            ],
            response_format=UserIntent,
        )
        math_reasoning  = completion.choices[0].message
        if math_reasoning.refusal:
            return UserIntent(user_intent=math_reasoning.refusal, accept=False)
        else:
            return math_reasoning.parsed
    except Exception as e:
        log.error(e)
        return UserIntent(user_intent="openai请求失败", accept=False)