test_api.py•3.12 kB
"""
Test script for the Semiconductor Component Search API
Demonstrates the complete RAG flow
"""
import requests
import json
from pathlib import Path
import time
API_BASE = "http://localhost:8001"
def test_health():
"""Test health endpoint"""
print("\n1. Testing health endpoint...")
response = requests.get(f"{API_BASE}/health")
print(f" Status: {response.status_code}")
print(f" Response: {response.json()}")
def test_upload():
"""Test Excel upload"""
print("\n2. Testing Excel upload...")
excel_file = Path("examples/semiconductor_components.xlsx")
if not excel_file.exists():
print(f" Error: {excel_file} not found!")
print(" Run 'python create_example_excel.py' first")
return False
with open(excel_file, "rb") as f:
files = {"file": (excel_file.name, f, "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet")}
response = requests.post(f"{API_BASE}/upload", files=files)
print(f" Status: {response.status_code}")
print(f" Response: {response.json()}")
return response.status_code == 200
def test_info():
"""Test collection info"""
print("\n3. Testing collection info...")
response = requests.get(f"{API_BASE}/info")
print(f" Status: {response.status_code}")
print(f" Response: {response.json()}")
def test_question(question: str, n_results: int = 3):
"""Test question answering"""
print(f"\n4. Testing question: '{question}'...")
payload = {
"question": question,
"n_results": n_results
}
response = requests.post(
f"{API_BASE}/ask",
json=payload,
headers={"Content-Type": "application/json"}
)
print(f" Status: {response.status_code}")
result = response.json()
print(f" Answer: {result.get('answer', 'N/A')[:200]}...")
print(f" Context retrieved: {len(result.get('context', []))} chunks")
return result
def main():
"""Run all tests"""
print("\n" + "="*60)
print("Testing Semiconductor Component Search API")
print("="*60)
try:
# Test health
test_health()
# Test upload
if test_upload():
time.sleep(2) # Wait for processing
# Test info
test_info()
# Test questions
questions = [
"What MOSFET components are available?",
"Show me voltage regulators",
"What components work with 5V?",
"List components from Texas Instruments"
]
for q in questions:
test_question(q)
time.sleep(1)
print("\n" + "="*60)
print("Testing complete!")
print("="*60 + "\n")
except requests.exceptions.ConnectionError:
print("\nError: Could not connect to API")
print("Make sure the API server is running:")
print(" python main.py")
except Exception as e:
print(f"\nError: {e}")
if __name__ == "__main__":
main()
