#!/usr/bin/env python3 """ Test script for the new endpoint-per-model API architecture """ import requests import json import time def test_endpoint_api(base_url="https://aurasystems-spanish-embeddings-api.hf.space"): """Test the new endpoint-based API""" print(f"Testing Endpoint-Based API at {base_url}") print("=" * 60) # Test root endpoint try: response = requests.get(f"{base_url}/") print(f"✓ Root endpoint: {response.status_code}") if response.status_code == 200: data = response.json() print(f" Version: {data.get('version', 'N/A')}") print(f" Startup model: {data.get('startup_model', 'N/A')}") print(f" Available endpoints: {list(data.get('available_endpoints', {}).keys())}") else: print(f" Error: {response.text}") return False except Exception as e: print(f"✗ Root endpoint failed: {e}") return False # Test health endpoint try: response = requests.get(f"{base_url}/health") print(f"✓ Health endpoint: {response.status_code}") if response.status_code == 200: health_data = response.json() print(f" Startup model loaded: {health_data.get('startup_model_loaded', False)}") print(f" Available models: {health_data.get('available_models', [])}") print(f" Models count: {health_data.get('models_count', 0)}") else: print(f" Error: {response.text}") except Exception as e: print(f"✗ Health endpoint failed: {e}") print("\n" + "=" * 60) print("TESTING MODEL ENDPOINTS") print("=" * 60) # Test jina-v3 endpoint (startup model) try: payload = { "texts": ["Hello world", "Bonjour le monde", "Hola mundo"], "normalize": True } response = requests.post(f"{base_url}/embed/jina-v3", json=payload) print(f"✓ Jina-v3 endpoint: {response.status_code}") if response.status_code == 200: data = response.json() print(f" Model: {data.get('model_used', 'N/A')}") print(f" Embeddings: {data.get('num_texts', 0)} texts → {data.get('dimensions', 0)} dimensions") else: print(f" Error: {response.text}") except Exception as e: print(f"✗ Jina-v3 endpoint failed: {e}") # Test roberta-ca endpoint (on-demand) try: payload = { "texts": ["Bon dia", "Com estàs?", "Catalunya és meravellosa"], "normalize": True } response = requests.post(f"{base_url}/embed/roberta-ca", json=payload) print(f"✓ RoBERTa-ca endpoint: {response.status_code}") if response.status_code == 200: data = response.json() print(f" Model: {data.get('model_used', 'N/A')}") print(f" Embeddings: {data.get('num_texts', 0)} texts → {data.get('dimensions', 0)} dimensions") else: print(f" Error: {response.text}") except Exception as e: print(f"✗ RoBERTa-ca endpoint failed: {e}") # Test jina endpoint (on-demand) try: payload = { "texts": ["Texto en español", "Text in English"], "normalize": True } response = requests.post(f"{base_url}/embed/jina", json=payload) print(f"✓ Jina endpoint: {response.status_code}") if response.status_code == 200: data = response.json() print(f" Model: {data.get('model_used', 'N/A')}") print(f" Embeddings: {data.get('num_texts', 0)} texts → {data.get('dimensions', 0)} dimensions") else: print(f" Error: {response.text}") except Exception as e: print(f"✗ Jina endpoint failed: {e}") # Test robertalex endpoint (Spanish legal) try: payload = { "texts": ["Artículo primero de la constitución", "El contrato será válido"], "normalize": True } response = requests.post(f"{base_url}/embed/robertalex", json=payload) print(f"✓ RoBERTalex endpoint: {response.status_code}") if response.status_code == 200: data = response.json() print(f" Model: {data.get('model_used', 'N/A')}") print(f" Embeddings: {data.get('num_texts', 0)} texts → {data.get('dimensions', 0)} dimensions") else: print(f" Error: {response.text}") except Exception as e: print(f"✗ RoBERTalex endpoint failed: {e}") # Test legal-bert endpoint (English legal) try: payload = { "texts": ["This agreement is legally binding", "The contract shall be valid"], "normalize": True } response = requests.post(f"{base_url}/embed/legal-bert", json=payload) print(f"✓ Legal-BERT endpoint: {response.status_code}") if response.status_code == 200: data = response.json() print(f" Model: {data.get('model_used', 'N/A')}") print(f" Embeddings: {data.get('num_texts', 0)} texts → {data.get('dimensions', 0)} dimensions") else: print(f" Error: {response.text}") except Exception as e: print(f"✗ Legal-BERT endpoint failed: {e}") print("\n" + "=" * 60) print("FINAL HEALTH CHECK") print("=" * 60) # Final health check to see all loaded models try: response = requests.get(f"{base_url}/health") if response.status_code == 200: health_data = response.json() print(f"✓ Final status: {health_data.get('status', 'unknown')}") print(f" Available models: {health_data.get('available_models', [])}") print(f" Total models loaded: {health_data.get('models_count', 0)}/5") endpoints = health_data.get('endpoints', {}) for model, status in endpoints.items(): print(f" {model}: {status}") except Exception as e: print(f"✗ Final health check failed: {e}") return True if __name__ == "__main__": test_endpoint_api()