get_comparison_from_content.py

import os
import requests

ENDPOINT = os.environ["AZURE_OPENAI_ENDPOINT"]
API_KEY = os.environ["AZURE_OPENAI_API_KEY"]
DEPLOYMENT = os.environ["AZURE_OPENAI_DEPLOYMENT"]
API_VERSION = os.environ["AZURE_OPENAI_API_VERSION"]

def call_llm(prompt, content):
    url = f"{ENDPOINT}/openai/deployments/{DEPLOYMENT}/chat/completions?api-version={API_VERSION}"

    headers = {
        "Content-Type": "application/json",
        "api-key": API_KEY
    }

    payload = {
        "messages": [
            {
                "role": "system",
                "content": "You are a professional comparison engine."
            },
            {
                "role": "user",
                "content": f"{prompt}\n\n{content}"
            }
        ],
        "temperature": 0.2
    }

    response = requests.post(url, headers=headers, json=payload)
    response.raise_for_status()

    return response.json()["choices"][0]["message"]["content"]