# groq_api.py

import os
import requests

GROQ_API_KEY = "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"

def summarize_match(jd, cv_names):
    if not GROQ_API_KEY:
        return "❌ GROQ_API_KEY not set in environment."

    prompt = f"""
You are a helpful assistant. A recruiter wants to know which CVs best match the following job description:

Job Description:
{jd}

Top CVs:
{', '.join(top_cv_names)}

Please summarize which candidates seem most relevant and why.
"""

    try:
        response = requests.post(
            url="https://api.groq.com/openai/v1/chat/completions",
            headers={
                "Authorization": f"Bearer {GROQ_API_KEY}",
                "Content-Type": "application/json"
            },
            json={
                "model": "mixtral-8x7b-32768",
                "messages": [{"role": "user", "content": prompt}],
                "temperature": 0.5,
            },
            timeout=30
        )
        response.raise_for_status()
        return response.json()["choices"][0]["message"]["content"]

    except Exception as e:
        return f"❌ Groq API Error: {e}"