test_rag.py

import requests
import time

BASE_URL = "http://127.0.0.1:8000"

def test_api():
    print("--- Testing RAG Chatbot API ---")

    # 1. Health Check
    try:
        response = requests.get(f"{BASE_URL}/health")
        if response.status_code == 200:
            print("[OK] Health Check Passed!")
        else:
            print(f"[FAIL] Health Check Failed: {response.text}")
            return
    except requests.exceptions.ConnectionError:
        print("[FAIL] Could not connect to server. Is it running?")
        return

    # 2. Reload Documents (Indexing) - SKIPPING TO AVOID RE-TRIGGERING
    print("\nSkipping Indexing for this test run...")
    # try:
    #     response = requests.post(f"{BASE_URL}/reload-documents")
    #     if response.status_code == 200:
    #         print(f"[OK] Indexing Response: {response.json()}")
    #     else:
    #         print(f"[FAIL] Indexing Failed: {response.text}")
    # except Exception as e:
    #     print(f"[FAIL] Error during indexing: {e}")

    # 3. Ask a Question
    print("\nAsking: 'What is Physical AI?'...")
    payload = {
        "query": "What is Physical AI?",
        "translate_urdu": False
    }
    
    try:
        start_time = time.time()
        response = requests.post(f"{BASE_URL}/ask", json=payload)
        duration = time.time() - start_time
        
        if response.status_code == 200:
            data = response.json()
            print(f"[OK] Answer ({duration:.2f}s):")
            print(f"Answer: {data['answer']}")
            print(f"Sources: {data['chapter']} / {data['section']}")
        else:
            print(f"[FAIL] Ask Failed: {response.text}")

    except Exception as e:
        print(f"[FAIL] Error during asking: {e}")

if __name__ == "__main__":
    test_api()