#!/usr/bin/env python3
"""Test script for the API"""
import requests

def test_api():
    base_url = "https://Ariyan-Pro-rag-latency-optimization.hf.space"
    
    print("Testing RAG Optimization API...")
    
    # Test health
    health = requests.get(f"{base_url}/health")
    print(f"Health: {health.json()}")
    
    # Test metrics
    metrics = requests.get(f"{base_url}/metrics")
    data = metrics.json()
    print(f"\nPerformance Metrics:")
    print(f"  Baseline: {data['baseline_latency_ms']}ms")
    print(f"  Optimized: {data['optimized_latency_ms']}ms")
    print(f"  Speedup: {data['speedup_factor']}×")
    print(f"  Reduction: {data['latency_reduction_percent']}%")
    
    # Test query
    query = requests.post(
        f"{base_url}/query",
        json={"question": "What is machine learning?"}
    )
    print(f"\nQuery Response:")
    print(f"  Latency: {query.json()['latency_ms']}ms")
    print(f"  Speedup: {query.json()['optimization']}")

if __name__ == "__main__":
    test_api()