Files
AIclinicalresearch/backend/scripts/create-test-user-for-asl.ts
HaHafeng beb7f7f559 feat(asl): Implement full-text screening core LLM service and validation system (Day 1-3)
Core Components:
- PDFStorageService with Dify/OSS adapters
- LLM12FieldsService with Nougat-first + dual-model + 3-layer JSON parsing
- PromptBuilder for dynamic prompt assembly
- MedicalLogicValidator with 5 rules + fault tolerance
- EvidenceChainValidator for citation integrity
- ConflictDetectionService for dual-model comparison

Prompt Engineering:
- System Prompt (6601 chars, Section-Aware strategy)
- User Prompt template (PICOS context injection)
- JSON Schema (12 fields constraints)
- Cochrane standards (not loaded in MVP)

Key Innovations:
- 3-layer JSON parsing (JSON.parse + json-repair + code block extraction)
- Promise.allSettled for dual-model fault tolerance
- safeGetFieldValue for robust field extraction
- Mixed CN/EN token calculation

Integration Tests:
- integration-test.ts (full test)
- quick-test.ts (quick test)
- cached-result-test.ts (fault tolerance test)

Documentation Updates:
- Development record (Day 2-3 summary)
- Quality assurance strategy (full-text screening)
- Development plan (progress update)
- Module status (v1.1 update)
- Technical debt (10 new items)

Test Results:
- JSON parsing success rate: 100%
- Medical logic validation: 5/5 passed
- Dual-model parallel processing: OK
- Cost per PDF: CNY 0.10

Files: 238 changed, 14383 insertions(+), 32 deletions(-)
Docs: docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣褰?2025-11-22_Day2-Day3_LLM鏈嶅姟涓庨獙璇佺郴缁熷紑鍙?md
2025-11-22 22:21:12 +08:00

66 lines
1.4 KiB
TypeScript

/**
* 为ASL测试创建测试用户
*/
import { prisma } from '../src/config/database.js';
async function createTestUser() {
try {
console.log('🔍 检查测试用户是否存在...\n');
const testUserId = 'asl-test-user-001';
// 检查用户是否已存在
const existingUser = await prisma.user.findUnique({
where: { id: testUserId },
});
if (existingUser) {
console.log('✅ 测试用户已存在:');
console.log(' ID:', existingUser.id);
console.log(' 邮箱:', existingUser.email);
console.log(' 姓名:', existingUser.name);
return existingUser;
}
// 创建测试用户
const user = await prisma.user.create({
data: {
id: testUserId,
email: 'asl-test@example.com',
password: 'test-password-hash',
name: 'ASL测试用户',
role: 'user',
status: 'active',
kbQuota: 10,
kbUsed: 0,
isTrial: true,
},
});
console.log('✅ 测试用户创建成功:');
console.log(' ID:', user.id);
console.log(' 邮箱:', user.email);
console.log(' 姓名:', user.name);
console.log('\n💡 在测试脚本中使用此用户ID进行测试');
return user;
} catch (error) {
console.error('❌ 创建测试用户失败:', error);
throw error;
} finally {
await prisma.$disconnect();
}
}
createTestUser();