Files
AIclinicalresearch/backend/测试用户说明.md
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

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# 测试用户初始化说明
## 问题
创建知识库时报错 "User not found",因为数据库中没有用户记录。
## 解决方案
### 方法1运行批处理脚本推荐
双击运行:**`初始化测试用户.bat`**
这个脚本会自动创建两个测试用户:
- 普通用户user-mock-001
- 管理员用户user-admin-001
### 方法2手动运行命令
```bash
cd backend
npm run prisma:seed
```
## 测试账号信息
### 普通用户
- **用户ID**: `user-mock-001`
- **邮箱**: `test@example.com`
- **密码**: `password123`
- **知识库配额**: 3个
- **试用期**: 30天
### 管理员用户
- **用户ID**: `user-admin-001`
- **邮箱**: `admin@example.com`
- **密码**: `password123`
- **知识库配额**: 10个
## 说明
1. **当前系统使用硬编码的用户ID**
- 后端控制器使用 `MOCK_USER_ID = 'user-mock-001'`
- 所有API请求都使用这个固定ID
2. **用户认证系统未实现**
- 当前处于开发阶段
- 用户登录/注册功能在里程碑3实现
3. **重新初始化数据库后需要重新运行seed**
- 如果执行了 `prisma migrate reset`
- 或手动清空了数据库
- 需要重新运行 `初始化测试用户.bat`
## 验证
运行seed脚本后可以通过Prisma Studio验证
```bash
npm run prisma:studio
```
在浏览器中打开,查看 `users` 表,应该能看到两个用户记录。
## 下一步
初始化完成后,就可以正常创建知识库了!🎉