#!/usr/bin/env python3
"""Test single email analysis"""
import requests
import json

email_data = {
    "subject": "Fwd: Get 10% off your next order 🎉",
    "sender": "crac1017@hotmail.com",
    "body": "Get 10% off your next order! Limited time offer. Shop now and save!"
}

prompt = f"""Analyze this email and determine if it's an advertisement/promotional email.

Subject: {email_data['subject']}
Sender: {email_data['sender']}
Body preview: {email_data['body'][:200]}

Is this an advertisement or promotional email? Answer with ONLY:
- "AD: [brief reason]" if it's an ad/promo
- "KEEP: [brief reason]" if it's important/legitimate

Be conservative - only mark as AD if clearly promotional."""

print("Sending to Qwen3...")
try:
    response = requests.post(
        "http://localhost:11434/api/generate",
        json={
            "model": "qwen3:4b",
            "prompt": prompt,
            "stream": False
        },
        timeout=120
    )
    result = response.json()
    print(f"Result: {result.get('response', 'error')}")
except Exception as e:
    print(f"Error: {e}")