HaHafeng
beb7f7f559
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
运维文档
文档定位： 系统运维、监控、故障排查
适用范围： 运维团队、SRE团队
📋 运维文档清单
| 文档 | 说明 | 状态 |
|---|---|---|
| 01-环境配置指南.md | 环境变量、数据库连接、API密钥配置 | ✅ 已完成 |
| 02-环境变量配置模板.md | .env配置模板，含CloseAI配置 ⭐ | ✅ 已完成 |
| 03-监控告警.md | 监控指标、告警规则 | ⏳ 待创建 |
| 04-故障排查.md | 常见问题排查手册 | ⏳ 待创建 |
| 05-备份恢复.md | 数据备份和恢复策略 | ⏳ 待创建 |
🎯 核心运维任务
1. 监控
- 系统健康检查
- 性能监控
- 告警通知
2. 日志
- 日志收集
- 日志分析
- 日志归档
3. 备份
- 数据库备份
- 文件备份
- 恢复演练
4. 故障处理
- 故障诊断
- 应急预案
- 事后总结
最后更新： 2025-11-06
维护人： 技术架构师