generate_synth_data.py

import requests
import json

API_URL = "http://127.0.0.1:8000/api/triage"

vip_payload = {
    "subject": "Discussion regarding Q4",
    "sender": "vip-client@example.com",
    "body": "Hello, let's chat about our strategy for Q4."
}

phish_payload = {
    "subject": "ACTION REQUIRED",
    "sender": "no-reply@security-alert.com",
    "body": "Your account will be suspended. Urgent wire transfer needed."
}

def test_payload(name, payload):
    print(f"--- Testing {name} Payload ---")
    try:
        response = requests.post(API_URL, json=payload)
        response.raise_for_status()
        res = response.json()
        print(f"Category: {res['category']}")
        print(f"Urgency: {res['urgency']}")
        print(f"Actions: {res['suggested_actions']}")
        print(f"Reasoning: {res['reasoning']}\n")
    except Exception as e:
        print(f"Failed to test {name}. Ensure the server is running on localhost:8000. Error: {e}")

if __name__ == "__main__":
    test_payload("VIP Sender", vip_payload)
    test_payload("Phishing Detection", phish_payload)