util/assistants.py

from openai import AzureOpenAI
import os
class GPTAgent:
    def __init__(self, model_name):

        self.client = AzureOpenAI(
            api_key=os.getenv('AZURE_OPENAI_KEY'),
            api_version=os.getenv('AZURE_OPENAI_VERSION'),
            azure_endpoint=os.getenv('AZURE_OPENAI_ENDPOINT')
        )
        self.deployment_name = model_name

    def invoke(self, text, **kwargs):
        response = self.client.chat.completions.create(
            model=self.deployment_name,
            messages=[
                {"role": "system", "content": "You are a helpful assistant."},
                {"role": "user", "content": text}
            ],
            **kwargs
        )
        return response.choices[0].message.content