Files
AIclinicalresearch/backend/prisma/seed.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

120 lines
2.1 KiB
TypeScript

/**
* 数据库种子数据脚本
* 用于初始化开发环境的测试用户
*/
import { PrismaClient } from '@prisma/client';
const prisma = new PrismaClient();
async function main() {
console.log('🌱 开始初始化数据库种子数据...');
// 创建测试用户
const mockUser = await prisma.user.upsert({
where: { id: 'user-mock-001' },
update: {},
create: {
id: 'user-mock-001',
email: 'test@example.com',
password: '$2b$12$LQv3c1yqBWVHxkd0LHAkCOYz6TtxMQJqhN8/LewY5GyYIkYvKx7ES', // password: "password123"
name: '测试用户',
role: 'user',
status: 'active',
kbQuota: 3,
kbUsed: 0,
isTrial: true,
trialEndsAt: new Date(Date.now() + 30 * 24 * 60 * 60 * 1000), // 30天后
},
});
console.log('✅ 测试用户创建成功:', {
id: mockUser.id,
email: mockUser.email,
name: mockUser.name,
});
// 可选:创建管理员用户
const adminUser = await prisma.user.upsert({
where: { email: 'admin@example.com' },
update: {},
create: {
id: 'user-admin-001',
email: 'admin@example.com',
password: '$2b$12$LQv3c1yqBWVHxkd0LHAkCOYz6TtxMQJqhN8/LewY5GyYIkYvKx7ES', // password: "password123"
name: '管理员',
role: 'admin',
status: 'active',
kbQuota: 10,
kbUsed: 0,
isTrial: false,
},
});
console.log('✅ 管理员用户创建成功:', {
id: adminUser.id,
email: adminUser.email,
name: adminUser.name,
});
console.log('\n🎉 数据库种子数据初始化完成!\n');
console.log('📝 测试账号信息:');
console.log(' 邮箱: test@example.com');
console.log(' 密码: password123');
console.log(' 用户ID: user-mock-001\n');
console.log('📝 管理员账号信息:');
console.log(' 邮箱: admin@example.com');
console.log(' 密码: password123');
console.log(' 用户ID: user-admin-001\n');
}
main()
.catch((e) => {
console.error('❌ 初始化种子数据失败:', e);
process.exit(1);
})
.finally(async () => {
await prisma.$disconnect();
});