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

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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