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AIclinicalresearch/docs/03-业务模块/ASL-AI智能文献/04-开发计划/全文复筛开发计划-更新说明.md
HaHafeng 1b53ab9d52 feat(aia): Complete AIA V2.0 with universal streaming capabilities 
Major Changes:
- Add StreamingService with OpenAI Compatible format
- Upgrade Chat component V2 with Ant Design X integration
- Implement AIA module with 12 intelligent agents
- Update API routes to unified /api/v1 prefix
- Update system documentation

Backend (~1300 lines):
- common/streaming: OpenAI Compatible adapter
- modules/aia: 12 agents, conversation service, streaming integration
- Update route versions (RVW, PKB to v1)

Frontend (~3500 lines):
- modules/aia: AgentHub + ChatWorkspace (100% prototype restoration)
- shared/Chat: AIStreamChat, ThinkingBlock, useAIStream Hook
- Update API endpoints to v1

Documentation:
- AIA module status guide
- Universal capabilities catalog
- System overview updates
- All module documentation sync

Tested: Stream response verified, authentication working
Status: AIA V2.0 core completed (85%)
2026-01-14 19:15:01 +08:00

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# <20>冽<EFBFBD>憭滨<E686AD>撘<EFBFBD><E69298>𤏸恣<F0A48FB8>?- <20>湔鰵霂湔<E99C82>
> **<2A>湔鰵<E6B994>交<EFBFBD>**嚗?025-11-22
> **<2A><>𧋦**嚗间1.1
> **<2A>湔鰵<E6B994>笔<EFBFBD>**嚗𡁜抅鈭舘捶<E88898>譍<EFBFBD><E8AD8D>𦦵<EFBFBD><F0A6A6B5>亥悄霈綽<E99C88>隡睃<E99AA1><E79D83><EFBFBD><EFBFBD>舀䲮獢?
---
## <20><> <20>詨<EFBFBD><E8A9A8>䀹凒<E480B9>餌<EFBFBD>
### 1儭謿<E584AD> **<2A>𣂼<EFBFBD>蝑𣇉裦嚗𡁜<E59A97><F0A1819C><EFBFBD><EFBFBD>甈⊥<E79488>?+ Prompt撌亦<E6928C>隡睃<E99AA1>**
**<EFBFBD>喟<EFBFBD>**嚗𡁻<E59A97><F0A181BB>典<EFBFBD><E585B8><EFBFBD><EFBFBD>甈⊥<E79488>扯<EFBFBD><E689AF>亦<EFBFBD><E4BAA6>伐<EFBFBD><E4BC90>屸<EFBFBD><E5B1B8><EFBFBD>挾<EFBFBD>𣂼<EFBFBD>
**<EFBFBD><EFBFBD>眏**嚗?
- <20>?摰䂿緵憭齿<E686AD>摨虫<E691A8>嚗?<3F>?vs 3<>剁<EFBFBD>
- <20>?敹恍<E695B9>罸<EFBFBD>霂<EFBFBD>虾銵峕<E98AB5>?
- <20>?Nougat蝏𤘪<E89D8F><F0A498AA>硋歇<E7A18B>滢<EFBFBD>憭扳芋<E689B3>贝<EFBFBD><E8B49D>?
- <20>?<3F><><EFBFBD><EFBFBD><EFBFBD>rompt撌亦<E6928C><E4BAA6>臭誑<E887AD>讛蝠Lost in the Middle
**<EFBFBD>詨<EFBFBD>隡睃<EFBFBD>**嚗?
1. **Nougat隡睃<E99AA1>**嚗朞㘚<E69C9E><E3989A>捏<EFBFBD><E68D8F>鍂Nougat<61>𣂼<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD><EFBFBD>Markdown嚗?
2. **Section-Aware Prompting**嚗𡁜<E59A97>撖嘴LM<4C>鞟<EFBFBD><E99E9F><EFBFBD><EFBFBD><EFBFBD>?
3. **Few-shot獢<74><E78DA2>摨?*嚗𡁶鸌<F0A181B6>怠撩靚?靽⊥<E99DBD><E28AA5>其葉<E585B6>港<EFBFBD>蝵?<3F><><EFBFBD>靘?
4. **JSON Schema蝥行<E89DA5>**嚗𡁜撩<F0A1819C>嗉<EFBFBD><E59789>桅曎 + 憭<><E686AD><EFBFBD>亙<EFBFBD> + <20>芣<EFBFBD>撉諹<E69289>
---
### 2儭謿<E584AD> **璅∪<E79285><E288AA>㗇𥋘嚗鋽eepSeek-V3 + Qwen3-Max**
**<EFBFBD>䀹凒**嚗帋<E59A97> GPT-4o + Claude-4.5 <20>嫣蛹 DeepSeek-V3 + Qwen3-Max
**<EFBFBD><EFBFBD>眏**嚗?
- <20>?<3F>鞉𧋦<E99E89>见末嚗块?.06/蝭?vs 瞼0.10/蝭<><E89DAD><EFBFBD><EFBFBD><EFBFBD>40%嚗?
- <20>?<3F>𡁶鍂<F0A181B6>賢<EFBFBD>撅<EFBFBD>歇<EFBFBD>舀<EFBFBD>
- <20>?銝剜<E98A9D><E5899C><EFBFBD>讃<EFBFBD>见末
- <20>?MVP<56>嗆挾隡睃<E99AA1>撉諹<E69289><E8ABB9>航<EFBFBD><E888AA>改<EFBFBD><E694B9>屸<EFBFBD>餈賣<E9A488><E8B3A3><EFBFBD>稲<EFBFBD><E7A8B2>＆<EFBFBD>?
---
### 3儭謿<E584AD> **韐券<E99F90>靽嗪<E99DBD>嚗鋴ochrane<6E><65><EFBFBD> + <20>餃郎<E9A483>餉<EFBFBD>撉諹<E69289>**
**<EFBFBD>啣<EFBFBD><EFBFBD>滚𦛚**嚗?
1. **MedicalLogicValidator**嚗<>龫摮阡<E691AE>餉<EFBFBD>撉諹<E69289>嚗?
- RCT敹<54>◆<EFBFBD>厰<EFBFBD><E58EB0>箏<EFBFBD>
- <20>𣬚𤩅<F0A3AC9A>𠉛弦敹<E5BCA6>◆霂湔<E99C82><E6B994>脫<EFBFBD>
- <20>瑟𧋦<E7919F>譍<EFBFBD><E8AD8D>箇瑪<E7AE87>唳旿銝<E697BF><E98A9D>湔<EFBFBD>?
- 蝑?..<2E>?<3F>∟<EFBFBD><E2889F>?
2. **EvidenceChainValidator**嚗<><E59A97><EFBFBD>桅曎撉諹<E69289>嚗?
- 撘箏<E69298><E7AE8F><EFBFBD><EFBFBD>撘閧鍂嚗<E98D82>竉50摮梹<E691AE>
- 雿滨蔭靽⊥<E99DBD>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD><EFBFBD><EFBFBD>挾<EFBFBD>踝<EFBFBD>
- 憭<><E686AD><EFBFBD>亙<EFBFBD>撉諹<E69289>
3. **ConflictDetectionService**嚗<><E59A97>撘綽<E69298>
- <20>箔<EFBFBD>Cochrane<6E><65><EFBFBD><EFBFBD><EFBFBD>艇<EFBFBD>滨<EFBFBD>摨血<E691A8>蝥?
- <20>喲睸摮埈挾<E59F88>寞<EFBFBD>憭<EFBFBD><E686AD>
---
### 4儭謿<E584AD> **Prompt璅⊥踎嚗𡁶<E59A97><F0A181B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>**
**<EFBFBD>啁𤌍敶閧<EFBFBD><EFBFBD>?*嚗?
```
prompts/
<EFBFBD>鎿<EFBFBD><EFBFBD><EFBFBD> system_prompt.md # System Prompt嚗𠄎ection-Aware嚗?
<EFBFBD>鎿<EFBFBD><EFBFBD><EFBFBD> user_prompt_template.md # User Prompt璅⊥踎
<EFBFBD>鎿<EFBFBD><EFBFBD><EFBFBD> cochrane_standards/ # Cochrane<6E><65><EFBFBD><EFBFBD>讛膩嚗<E886A9><E59A97>摮埈挾嚗?
<EFBFBD>? <20>鎿<EFBFBD><E98EBF><EFBFBD> <20>𤩺㦤<F0A4A9BA>𡝗䲮瘜?md
<EFBFBD>? <20>鎿<EFBFBD><E98EBF><EFBFBD> <20>脫<EFBFBD>.md
<EFBFBD>? <20>鎿<EFBFBD><E98EBF><EFBFBD> 蝏𤘪<E89D8F>摰峕㟲<E5B395>?md
<EFBFBD>? <20>婙<EFBFBD><E5A999><EFBFBD> ...嚗<><E59A97>12銝迎<E98A9D>
<EFBFBD>婙<EFBFBD><EFBFBD><EFBFBD> few_shot_examples/ # Few-shot<6F>餃郎獢<E9838E><E78DA2>摨?
<20>鎿<EFBFBD><E98EBF><EFBFBD> 擃䁅捶<E48185>嗬CT.md
<20>鎿<EFBFBD><E98EBF><EFBFBD> 韐券<E99F90>銝滩雲獢<E99BB2><E78DA2>.md
<20>婙<EFBFBD><E5A999><EFBFBD> 靽⊥<E99DBD><E28AA5>其葉<E585B6>港<EFBFBD>蝵格<E89DB5>靘?md # <20>?<3F>孵<EFBFBD><E5ADB5>滩<EFBFBD>
```
---
### 5儭謿<E584AD> **撘<><E69298>穃𪂹<E7A983><F0AA82B9><EFBFBD>2<EFBFBD>?+ MVP撉諹<E69289>3憭?*
**靚<>㟲**嚗?
- Week 1-2嚗𡁜<E59A97><F0A1819C>𡢅<EFBFBD>靽脲<E99DBD>2<EFBFBD>剁<EFBFBD>
- Week 3嚗㇄ay 11-13嚗㚁<E59A97>MVP撉諹<E69289> + <20>∩辣<E288A9><E8BEA3>漣<EFBFBD>喟<EFBFBD>
**MVP撉諹<E69289><E8ABB9>喲睸**嚗?
- 瘚贝<E7989A>10-15蝭<35>犖撌交<E6928C>瘜刻捏<E588BB>?
- 霂<>摯<EFBFBD><E691AF>＆<EFBFBD><EFBC86><EFBFBD><EFBFBD>格<EFBFBD><E6A0BC>?5%嚗?
- 憒<><E68692><80%嚗<><E59A97>蝥找蛹瘛瑕<E7989B>蝑𣇉裦嚗<E8A3A6><E59A97><EFBFBD>桀<EFBFBD>畾萄<E795BE>畾菜<E795BE><E88F9C>吔<EFBFBD>
---
### 6儭謿<E584AD> **<2A>唳旿摨栞挽霈∪<E99C88>撘?*
**<EFBFBD>啣<EFBFBD>摮埈挾**嚗?
- `promptVersion`嚗䥪rompt<EFBFBD><EFBFBD>𧋦<EFBFBD>?
- `extractionMethod`嚗?nougat' | 'pymupdf'
- `structuredFormat`嚗𡁏糓<EFBFBD>虫蛹蝏𤘪<EFBFBD><EFBFBD>𡝗聢撘?
- `processingLog`嚗𡁜<EFBFBD><EFBFBD><EFBFBD>𠯫敹梹<EFBFBD>撉諹<EFBFBD><EFBFBD>鞟<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
- `logicValidation`嚗𡁜龫摮阡<EFBFBD>餉<EFBFBD>撉諹<EFBFBD>蝏𤘪<EFBFBD>
- `evidenceComplete`嚗朞<EFBFBD><EFBFBD>桅曎<EFBFBD>臬炏摰峕㟲
- `conflictSeverity`嚗𡁜<EFBFBD>蝒<EFBFBD>艇<EFBFBD>滨<EFBFBD>摨?
- `reviewPriority`嚗𡁜<EFBFBD><EFBFBD>訾<EFBFBD><EFBFBD><EFBFBD>漣
---
## <20>㴓 <20>喲睸<E596B2><E79DB8><EFBFBD>航<EFBFBD><E888AA>?
### Prompt撌亦<E6928C><E4BAA6>詨<EFBFBD>蝑𣇉裦
#### 1. Section-Aware Prompting
```markdown
<EFBFBD>𩤃<EFBFBD> <20>滩<EFBFBD>嚗𡁏𧋦<F0A1818F><F0A78BA6>糓摰峕㟲<E5B395>冽<EFBFBD>嚗<EFBFBD>漲20,000摮梹<E691AE>嚗諹窈<E8ABB9>厩<EFBFBD><E58EA9><EFBFBD><EFBFBD>鞉郊憭<E9838A><E686AD><EFBFBD>?
## 憭<><E686AD>瘚<EFBFBD><E7989A>嚗<EFBFBD><E59A97>憿駁<E686BF>摰<EFBFBD><E691B0>嚗?
### Step 1: 蝡㰘<E89DA1>摰帋<E691B0>
敹恍<EFBFBD><EFBFBD><EFBFBD>閫<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>霂<EFBFBD><EFBFBD><EFBFBD>喲睸蝡㰘<EFBFBD>嚗㇁bstract<EFBFBD><EFBFBD>ethods<EFBFBD><EFBFBD>esults...嚗?
### Step 2: <20><><EFBFBD>畾菜<E795BE><E88F9C>?
撖嫣<EFBFBD>瘥譍葵摮埈挾嚗?
1. <20><>釣憸<E987A3><E686B8>雿滨蔭
2. 摰帋<E691B0><E5B88B>啁<EFBFBD><E59581>?
3. **<EFBFBD>鞉挾隞𠉛<EFBFBD><EFBFBD><EFBFBD>粉**嚗<><E59A97>閬<EFBFBD>歲餈<E6ADB2>葉<EFBFBD>湛<EFBFBD>
4. <20>𣂼<EFBFBD>靽⊥<E99DBD>
5. 霈啣<E99C88>撘閧鍂<E996A7>䔶<EFBFBD>蝵?
<EFBFBD>𩤃<EFBFBD> <20>孵<EFBFBD>瘜冽<E7989C>嚗?
- Methods<64>朙esults<74>其葉<E585B6>港<EFBFBD>蝵殷<E89DB5><E6AEB7><EFBFBD>摰寞<E691B0><E5AF9E>埈<EFBFBD>
- 餈嗘<E9A488>蝡㰘<E89DA1>敺<EFBFBD>鵭嚗諹窈<E8ABB9><E7AA88>挾<EFBFBD><E68CBE>粉
### Step 3: 鈭文<E988AD>撉諹<E69289>
<EFBFBD>𧼮<EFBFBD><EFBFBD>冽<EFBFBD>嚗峕<EFBFBD>蝝Ｗ<EFBFBD><EFBFBD>株<EFBFBD>嚗𣬚＆霈斗<EFBFBD><EFBFBD>埈<EFBFBD>
```
#### 2. Few-shot獢<74><E78DA2>嚗<EFBFBD><E59A97><EFBFBD>對<EFBFBD>靽⊥<E99DBD><E28AA5>其葉<E585B6>湛<EFBFBD>
```markdown
### 獢<><E78DA2>1嚗帋縑<E5B88B>臬銁Methods銝剝𡢿畾菔氜嚗<E6B09C><E59A97><EFBFBD>埈<EFBFBD>嚗争<E59A97>
<EFBFBD>冽<EFBFBD>19,500摮梹<E691AE>
- Methods嚗?,000摮梹<E691AE>
- 蝚?畾蛛<E795BE><E89B9B>𠉛弦霈曇恣璁<E681A3>膩
- 蝚?畾蛛<E795BE><E89B9B>交<EFBFBD><E4BAA4><EFBFBD><EFBFBD>
- **蝚?畾蛛<E795BE><E89B9B>𤩺㦤<F0A4A9BA>𡝗䲮瘜?* <20>?<3F>喲睸嚗<E79DB8>銁銝剝𡢿
- 蝚?畾蛛<E795BE><E89B9B>脫<EFBFBD>
- ...
甇<EFBFBD>＆<EFBFBD>𡁏<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>鞉挾<EFBFBD><EFBFBD>粉嚗䔶<EFBFBD>頝唾<EFBFBD>
<EFBFBD>躰秤蝷箔<EFBFBD><EFBFBD>䕘<EFBFBD><EFBFBD>芰<EFBFBD>撘<EFBFBD>憭游<EFBFBD>蝏枏偏嚗諹歲餈<EFBFBD>葉<EFBFBD>?
```
#### 3. JSON Schema撘箏<E69298>蝥行<E89DA5>
```json
{
"processing_log": {
"sections_reviewed": ["Abstract", "Methods", "Results", "Tables"],
"paragraphs_read_per_section": {
"Methods": 7, // 敹<>◆<EFBFBD>?
"Results": 5 // 敹<>◆<EFBFBD>?
},
"middle_sections_attention": true // 敹<>◆<EFBFBD>單釣銝剝𡢿
},
"verification": {
"keywords_searched": ["randomization", "blinding", "ITT"],
"reread_count": 2, // <20>喳<EFBFBD><E596B3>滩粉1甈?
"found_missed_info": false
}
}
```
---
## <20><> 憸<><E686B8><EFBFBD><EFBFBD><EFBFBD>
| <20><><EFBFBD> | <20>格<EFBFBD> | 撉諹<E69289><E8ABB9>寞<EFBFBD> |
|------|------|----------|
| **<EFBFBD><EFBFBD>＆<EFBFBD><EFBFBD><EFBFBD>MVP嚗?* | <20>?85% | 鈭箏極<E7AE8F><E6A5B5>釣10-15蝭<35><E89DAD>霂?|
| **Methods蝡㰘<E89DA1><E3B098><EFBFBD>＆<EFBFBD>?* | <20>?83% | <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>隡?|
| **Results蝡㰘<E89DA1><E3B098><EFBFBD>＆<EFBFBD>?* | <20>?83% | <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>隡?|
| **霂<>旿<EFBFBD>曉<EFBFBD><E69B89>湔<EFBFBD>?* | 100% | <20>芸𢆡璉<F0A286A1><E79289>?|
| **<EFBFBD>餃郎<EFBFBD>餉<EFBFBD>撉諹<EFBFBD>** | 100% | 閫<><E996AB>撘閙<E69298>璉<EFBFBD><E79289>?|
| **<EFBFBD>鞉𧋦** | <20>?瞼0.06/蝭?| 摰鮋<E691B0>瘨<EFBFBD><E798A8>㛖<EFBFBD>霈?|
| **憭<><E686AD><EFBFBD>園𡢿** | <20>?3<><33><EFBFBD>/蝭?| <20>扯<EFBFBD>瘚贝<E7989A> |
---
## <20><> <20>∩辣<E288A9><E8BEA3>漣頝臬<E9A09D>
憒<EFBFBD><EFBFBD>MVP<EFBFBD><EFBFBD>＆<EFBFBD>?80%嚗<><E59A97>蝥找蛹**瘛瑕<E7989B>蝑𣇉裦**嚗?
```
<EFBFBD>喲睸摮埈挾嚗?銝迎<E98A9D><E8BF8E>?<3F><>挾<EFBFBD>𣂼<EFBFBD>
- <20>𤩺㦤<F0A4A9BA>𡝗䲮瘜𤏪<E7989C>Methods嚗?
- <20>脫<EFBFBD>嚗㇈ethods嚗?
- 蝏𤘪<E89D8F>摰峕㟲<E5B395>改<EFBFBD>Results + Figures嚗?
<EFBFBD>嗡<EFBFBD>摮埈挾嚗?銝迎<E98A9D><E8BF8E>?靽脲<E99DBD><E884B2>冽<EFBFBD><E586BD>𣂼<EFBFBD>
- <20>𠉛弦霈曇恣<E69B87><E681A3><EFBFBD>蝛嗡犖蝢扎<E89DA2><E6898E>僕憸<E58395>綳<EFBFBD>賜<EFBFBD>
撘<EFBFBD><EFBFBD>穃<EFBFBD><EFBFBD>𧶏<EFBFBD>+1<>?
憸<EFBFBD><EFBFBD><EFBFBD><EFBFBD>＆<EFBFBD><EFBFBD><EFBFBD>90%+
```
---
## <20><> <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝
- [<EFBFBD>冽<EFBFBD>憭滨<EFBFBD>韐券<EFBFBD>靽嗪<EFBFBD>蝑𣇉裦](../02-<2D><><EFBFBD>航挽霈?08-<2D>冽<EFBFBD>憭滨<E686AD>韐券<E99F90>靽嗪<E99DBD>蝑𣇉裦.md)
- [<EFBFBD><EFBFBD><EFBFBD><EFBFBD>䁅<EFBFBD><EFBFBD>萘<EFBFBD>韐券<EFBFBD>靽嗪<EFBFBD>蝑𣇉裦](../02-<2D><><EFBFBD>航挽霈?06-韐券<E99F90>靽嗪<E99DBD>銝𤾸虾餈賣滲蝑𣇉裦.md)
- [<5B>唳旿摨栞挽霈（(../02-<2D><><EFBFBD>航挽霈?01-<2D>唳旿摨栞挽霈?md)
- [API霈曇恣閫<EFBFBD><EFBFBD>](../02-<2D><><EFBFBD>航挽霈?02-API霈曇恣閫<E681A3><E996AB>.md)
---
**<EFBFBD>湔鰵<EFBFBD>亙<EFBFBD>**嚗?
- 2025-11-22: V1.1 - <20>箔<EFBFBD>韐券<E99F90>靽嗪<E99DBD>霈刻捏嚗𣬚＆摰𡁜<E691B0><F0A1819C><EFBFBD><EFBFBD>甈⊥<E79488>?Prompt隡睃<E99AA1>蝑𣇉裦
- 2025-11-22: V1.0 - <20>嘥<EFBFBD><E598A5><EFBFBD>𧋦
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