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
81 lines
1.2 KiB
Markdown
81 lines
1.2 KiB
Markdown
# AIA - AI智能问答
|
||
|
||
> **模块代号：** AIA (AI Intelligent Answer)
|
||
> **开发状态：** ✅ 已完成
|
||
> **商业价值：** ⭐⭐⭐⭐
|
||
> **独立性：** ⭐⭐⭐
|
||
|
||
---
|
||
|
||
## 📋 模块概述
|
||
|
||
AI智能问答模块提供10+个专业AI智能体，覆盖科研关键节点。
|
||
|
||
**核心价值：** 差异化AI能力，覆盖科研全流程
|
||
|
||
---
|
||
|
||
## 🎯 核心功能
|
||
|
||
### 已完成功能
|
||
1. ✅ **12个智能体** - YAML配置框架
|
||
2. ✅ **多轮对话** - 上下文管理、历史记录
|
||
3. ✅ **流式输出** - SSE打字机效果
|
||
4. ✅ **模型切换** - DeepSeek、Qwen3、Qwen-Long
|
||
5. ✅ **@知识库问答** - RAG增强
|
||
|
||
### 主要智能体
|
||
- 选题评价智能体（四维度评价）
|
||
- PICO梳理智能体
|
||
- 样本量计算智能体
|
||
- 研究方案制定智能体
|
||
- 文章润色与翻译智能体
|
||
|
||
---
|
||
|
||
## 📂 文档结构
|
||
|
||
```
|
||
AIA-AI智能问答/
|
||
├── [AI对接] AIA快速上下文.md # ⏳ 待创建
|
||
├── 00-项目概述/
|
||
├── 01-设计文档/
|
||
└── README.md # ✅ 当前文档
|
||
```
|
||
|
||
---
|
||
|
||
## 🔗 依赖的通用能力
|
||
|
||
- **LLM网关** - 模型调用和切换
|
||
- **RAG引擎** - @知识库问答
|
||
|
||
---
|
||
|
||
**最后更新：** 2025-11-06
|
||
**维护人：** 技术架构师
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|