AI Application Testing Methods and Tools
// Unit Test Example
import { jest } from '@jest/globals';
// Mock API response
jest.mock('openai', () => ({
ChatCompletion: {
create: jest.fn().mockResolvedValue({
choices: [{
message: {
content: 'Mocked response'
}
}]
})
}
}));
describe('AI Service Tests', () => {
test('should handle chat completion', async () => {
const response = await aiService.chat('Test prompt');
expect(response).toBe('Mocked response');
});
test('should handle errors gracefully', async () => {
jest.spyOn(openai.ChatCompletion, 'create')
.mockRejectedValue(new Error('API Error'));
await expect(aiService.chat('Test'))
.rejects.toThrow('API Error');
});
});
// IntegrateTest
describe('Integration Tests', () => {
test('real API call', async () => {
const response = await fetch('/api/chat', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
message: 'Hello'
})
});
expect(response.status).toBe(200);
const data = await response.json();
expect(data).toHaveProperty('response');
});
});Complete integration in 5 minutes
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