ImaGetCha/utils/format_error_data.py

import json
from langchain.chat_models import ChatOpenAI
from langchain.prompts.chat import (
    ChatPromptTemplate,
    SystemMessagePromptTemplate,
    HumanMessagePromptTemplate,
)
from utils.configuration import Configuration

from utils.utils import convert_choice


def format_error_data(text):
    print('[修复]--------------------------修复格式中--------------------------')
    chat = ChatOpenAI(temperature=0)

    configuration=Configuration()
    data=configuration.read_json("format_config.json")

    system_template = data["system_template"]
    system_message_prompt = SystemMessagePromptTemplate.from_template(
        system_template)
    human_template = data["human_template"]
    human_message_prompt = HumanMessagePromptTemplate.from_template(
        human_template)

    chat_prompt = ChatPromptTemplate.from_messages(
        [system_message_prompt, human_message_prompt])

    rsp = chat(
        chat_prompt.format_prompt(text=text).to_messages())
    print('[修复]--------------------------GPT得到--------------------------')
    print(rsp.content)
    try:
        result = json.loads(rsp.content, object_hook=convert_choice)
        print(
        '[修复]--------------------------json.loads得到--------------------------')
        print(result)
        return result
    except:
        print("修复失败")
        return None