Files
AIclinicalresearch/docs/09-架构实施/数据库验证通过.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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# 数据库验证通过报告
> **验证时间:** 2025-11-12
> **验证人:** AI助手
> **状态:** ✅ 全部通过
---
## ✅ 验证结果总结
### 1. Schema创建验证
**10个Schema全部创建成功**
| Schema | 表数量 | 状态 |
|--------|--------|------|
| platform_schema | 1 | ✅ |
| aia_schema | 5 | ✅ |
| pkb_schema | 5 | ✅ |
| asl_schema | 0 | ✅ |
| common_schema | 0 | ✅ |
| dc_schema | 0 | ✅ |
| rvw_schema | 0 | ✅ |
| admin_schema | 0 | ✅ |
| ssa_schema | 0 | ✅ |
| st_schema | 0 | ✅ |
### 2. 数据迁移验证
**11个表100%完整迁移**
所有表的数据量完全一致public vs 新Schema
- users: 一致 ✅
- projects: 一致 ✅
- conversations: 一致 ✅
- messages: 一致 ✅
- general_conversations: 一致 ✅
- general_messages: 一致 ✅
- knowledge_bases: 一致 ✅
- documents: 一致 ✅
- batch_tasks: 一致 ✅
- batch_results: 一致 ✅
- task_templates: 一致 ✅
### 3. 外键约束验证
**所有外键约束正确建立**
- platform_schema: 有外键约束
- aia_schema: 有外键约束跨Schema引用
- pkb_schema: 有外键约束跨Schema引用
### 4. 索引验证
**所有索引正确创建**
- platform_schema: 索引已创建
- aia_schema: 索引已创建
- pkb_schema: 索引已创建
### 5. 跨Schema引用验证
**所有跨Schema外键引用有效**
- aia_schema → platform_schema: 引用完整 ✅
- pkb_schema → platform_schema: 引用完整 ✅
- aia_schema内部引用: 完整 ✅
- pkb_schema内部引用: 完整 ✅
---
## 🎯 验证结论
**✅ 数据库迁移100%成功!**
- 10个Schema创建完整
- 11个表数据迁移完整
- 外键关系正确
- 跨Schema引用有效
- 无数据丢失
- 无结构问题
**可以安全进入下一步Prisma配置** ⭐⭐⭐
---
**验证时间:** 2025-11-12
**验证结果:** ✅ 全部通过
**下一步:** 任务9 - Prisma多Schema配置