Files
AIclinicalresearch/docs/06-测试文档/README.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

76 lines
1.1 KiB
Markdown
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
# 测试文档
> **文档定位:** 测试策略、测试用例、测试报告
> **适用范围:** 开发团队、QA团队
---
## 📋 测试策略
### 1. 单元测试
- 核心业务逻辑测试
- 工具函数测试
- 覆盖率目标60%+
### 2. 集成测试
- API端点测试
- 数据库集成测试
- 外部服务集成测试
### 3. 端到端测试
- 关键业务流程测试
- UI自动化测试
### 4. 性能测试
- API响应时间
- 并发测试
- 压力测试
---
## 📚 测试文档清单
| 文档 | 说明 | 状态 |
|------|------|------|
| **01-测试策略.md** | 整体测试策略和方法 | ⏳ 待创建 |
| **02-自动化测试.md** | 自动化测试框架和实践 | ⏳ 待创建 |
| **03-性能测试.md** | 性能测试标准和工具 | ⏳ 待创建 |
---
## 🎯 各模块测试文档
每个业务模块的测试文档在各自的目录下:
- `03-业务模块/ASL-AI智能文献/04-测试文档/`
- `03-业务模块/AIA-AI智能问答/04-测试文档/`
- ...
---
**最后更新:** 2025-11-06
**维护人:** 技术架构师