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
191 lines
2.9 KiB
Markdown
191 lines
2.9 KiB
Markdown
# [AI对接] [模块名]快速上下文
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> **阅读时间：** [2-5]分钟
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> **Token消耗：** ~[800-2000] tokens
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> **前置阅读：** `00-系统总体设计/[AI对接] 快速上下文.md`（如果是L2级别）
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---
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## 📋 模块定位
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[一句话描述模块核心功能和价值]
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**商业价值：** ⭐⭐⭐⭐⭐ [评级]
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**开发状态：** [✅已完成 / ⏳开发中 / ⏳规划中]
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**依赖能力：** [列出依赖的通用能力]
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---
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## 🎯 核心功能
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[列出3-6个核心功能，用1-2句话描述每个功能]
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1. ✅ **功能1** - 简要描述
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2. ✅ **功能2** - 简要描述
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3. ⏳ **功能3** - 简要描述
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**本周重点：** [当前开发重点]
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---
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## 🏗️ 技术架构一览
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### 前端（React）
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```
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src/pages/[ModuleName]/
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├── [SubModule1]/
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├── [SubModule2]/
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└── ...
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```
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### 后端（Node.js）
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```
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backend/src/modules/[module_code]/
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├── controllers/
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├── services/
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└── routes/
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```
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### 数据库（[module]_schema）
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```sql
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CREATE SCHEMA [module]_schema;
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- [table1] # 表1说明
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- [table2] # 表2说明
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- ...
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```
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---
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## 💡 核心业务流程
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[用简洁的流程图或步骤描述最核心的业务流程]
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```
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1. 用户操作
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↓
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2. 前端处理
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↓
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3. 后端处理
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↓
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4. 数据存储
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↓
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5. 返回结果
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```
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---
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## 📚 已有设计文档
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### PRD文档
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- `00-项目概述/01-产品需求文档(PRD).md` - [简要说明]
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### 技术设计
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- `01-设计文档/02-数据库设计.md` - [简要说明]
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- `01-设计文档/03-API设计.md` - [简要说明]
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### UI原型
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- `01-设计文档/07-UI设计/[原型文件].html`
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---
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## 🔗 依赖的通用能力
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### [能力1]（[状态]）
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```typescript
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// 接口示例或关键说明
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```
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### [能力2]（[状态]）
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```typescript
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// 接口示例或关键说明
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```
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---
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## 📋 API端点清单
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### [功能模块1]
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```
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POST /api/v1/[module]/[resource]
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GET /api/v1/[module]/[resource]
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...
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```
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### [功能模块2]
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```
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POST /api/v1/[module]/[resource2]
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...
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```
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---
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## 📅 开发计划
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### Week 1
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- Day 1-2：[任务]
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- Day 3-4：[任务]
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- Day 5：[任务]
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### Week 2
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- Day 1-2：[任务]
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...
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---
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## ⚠️ 关键技术难点
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1. **难点1** - [说明和解决方案]
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2. **难点2** - [说明和解决方案]
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---
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## ✅ 快速开发检查清单
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**开始开发前确认：**
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- [ ] [依赖能力1]是否已实现？
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- [ ] 数据库Schema是否已创建？
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- [ ] Prisma Schema是否已更新？
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- [ ] API路由是否已注册？
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**常见问题：**
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- Q: [问题]？
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- A: [答案]
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---
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## 📖 更多详细信息
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**需要完整PRD：** → `00-项目概述/01-产品需求文档(PRD).md`
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**需要数据库详情：** → `01-设计文档/02-数据库设计.md`
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**需要API详情：** → `01-设计文档/03-API设计.md`
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**需要UI设计：** → `01-设计文档/07-UI设计/`
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---
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**最后更新：** [日期]
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**维护人：** [维护人]
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