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AIclinicalresearch/docs/03-业务模块/IIT Manager Agent/00-系统设计/IIT Manager Agent 技术架构白皮书.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

4.9 KiB
Raw Blame History

IIT Manager Agent <20><><EFBFBD>舀沲<E88880><E6B2B2>蒾<EFBFBD>桐髡 (V3.0 <20>煺漣蝥扳沲<E689B3><E6B2B2><EFBFBD>)

*1. <20>嗆<EFBFBD><E59786>踵艶嚗𡁻<E59A97>餉<EFBFBD><E9A489>𧼮<EFBFBD>銝剖<E98A9D>嚗𣬚䰻霂<E4B0BB>店<EFBFBD>冽𧊋<E586BD>?

<EFBFBD>祆沲<EFBFBD><EFBFBD>秄<EFBFBD>刻圾<EFBFBD>喃葩摨羓<EFBFBD>蝛嗡葉 AI <20>賢𧑐<E8B3A2><F0A79190><EFBFBD>詨<EFBFBD><E8A9A8><EFBFBD><EFBFBD>銝芰<E98A9D><E88AB0>橘<EFBFBD>**<2A>𦯷I <20><><EFBFBD><EFBFBD>舀綉<E88880>把<EFBFBD>苷<EFBFBD><E88BB7>𨅯龫<F0A885AF>㛖<EFBFBD>銝亥馬<E4BAA5>把<EFBFBD>?<EFBFBD>?<EFBFBD>𨅯<EFBFBD><EFBFBD><EFBFBD>頂蝏毺<EFBFBD>蝣𡒊<EFBFBD><EFBFBD>砽<EFBFBD>苷<EFBFBD><EFBFBD>𦦵恣<EFBFBD><EFBFBD><EFBFBD>銝<EFBFBD>雿枏<EFBFBD><EFBFBD>?<EFBFBD>?<EFBFBD>𨀣㺭<EFBFBD>桅<EFBFBD>蝘<EFBFBD><EFBFBD>苷<EFBFBD><EFBFBD>𨀣芋<EFBFBD>𧢲<EFBFBD><EFBFBD>賤<EFBFBD>?*<2A>?

  • **<2A>毺<EFBFBD>蝻𡝗<E89DBB> (Native Orchestration)**嚗𡁜<E59A97><F0A1819C>詨<EFBFBD><E8A9A8>餉<EFBFBD>銝𡒊𠶖<F0A1928A><F0A0B696>㦤嚗𠄎tate Machine嚗劐<E59A97><E58A90>坔銁 Node.js (Fastify) + pg-boss 銝准<E98A9D><E58786><EFBFBD>餈瑚縑憭㚚<E686AD> Agent 獢<>沲嚗𣬚＆靽?SOP 瘚<><E7989A><EFBFBD>其誨<E585B6><E8AAA8>漣<EFBFBD>臬<EFBFBD>銋剹<E98A8B><E589B9>虾瘚贝<E7989A><E8B49D><EFBFBD>虾摰∟恣<E2889F>?
  • **<2A><>恕<EFBFBD>乓<EFBFBD><E4B993><EFBFBD><EFBFBD>餉<EFBFBD>**嚗𡁜<E59A97> Dify 摰帋<E691B0>鈭𡡞<E988AD><F0A1A19E>扯<EFBFBD><E689AF>?RAG Service<EFBFBD><EFBFBD>⏚<EFBFBD>典<EFBFBD><EFBFBD>鞟<EFBFBD><EFBFBD><EFBFBD><EFBFBD>獢<EFBFBD>圾<EFBFBD>𣂷<EFBFBD><EFBFBD>砍<EFBFBD>蝞∠瑪嚗諹<EFBFBD><EFBFBD><EFBFBD><EFBFBD>喟<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>鞉綉<EFBFBD>嗅<EFBFBD>鈭见𦛚銝<EFBFBD><EFBFBD>湔<EFBFBD>扳𤣰<EFBFBD>𧼮<EFBFBD><EFBFBD>芰<EFBFBD><EFBFBD>𡒊垢<EFBFBD>?

*2. <20>𨅯<EFBFBD>撅<EFBFBD><E69285>銝剖<E98A9D><E58996>脲沲<E884B2><E6B2B2>挽霈?

2.1 <20>嗆<EFBFBD><E59786><EFBFBD><EFBFBD> (Layered Architecture)

  1. **鈭支<E988AD>撅?(Interaction Layer)**嚗?
    • 敺桐縑/隡<>凝蝏<E5879D>垢嚗䥪I <20>交𤣰<E4BAA4>冽𥁒<E586BD><F0A58192><EFBFBD><EFBFBD>?AI <20>刻砭<E588BB>𠹺遙<F0A0B9BA>⊥<EFBFBD><E28AA5>鉝<EFBFBD>?
    • **Agent Workbench (<28>箔<EFBFBD> Ant Design X)**嚗鋴RC 憭<><E686AD> AI 撱箄悅<E7AE84><E68285><EFBFBD>銵諹捶<E8ABB9>抒＆霈斤<E99C88><E696A4>𣈯忠撽嗉<E692BD><E59789>腈<EFBFBD>?
  2. **<2A>餉<EFBFBD>銝擧惣<E693A7>賭<EFBFBD>撅?(Logic & Agent Layer)**嚗?
    • Agent Orchestrator嚗𡁜抅鈭?Node.js <20><>葉憭桃<E686AD><E6A183>鍦膥嚗屸店<E5B1B8>?pg-boss 隞餃𦛚瘚<F0A69B9A><E7989A>?
    • **Shadow State <20>箏<EFBFBD>**嚗鋫I 撱箄悅<E7AE84>刻◤鈭箇掩蝖株恕<E6A0AA>㵪<EFBFBD>隞<EFBFBD>誑<EFBFBD>𨅯蔣摮鞉㺭<E99E89>栽<EFBFBD>嘥耦撘誩<E69298><E8AAA9>具<EFBFBD>?
  3. **餈墧𦻖<E5A2A7><F0A6BB96><EFBFBD>撅?(Connectivity Layer)**嚗?
    • EDC Adapter嚗𡁻<EFBFBD>靘萄<EFBFBD>撘誩笆<EFBFBD>?REDCap (REST API / Webhooks)<29>?
    • Dify RAG Adapter嚗𡁜<EFBFBD>鋆<EFBFBD><EFBFBD><EFBFBD>亥<EFBFBD>摨𤘪<EFBFBD>蝝?API嚗峕<E59A97>銵<EFBFBD><E98AB5><EFBFBD>𤩺<EFBFBD>蝝Ｕ<E89D9D>?
    • Python Execution Service嚗𡁏<EFBFBD>銵?OCR<43><52>龫摮?NER <20>𠰴<EFBFBD><F0A0B0B4><EFBFBD><EFBFBD>霈∠<E99C88>瘜𤏪<E7989C>憒?MICE嚗剹<E59A97>?
  4. **<2A>箇<EFBFBD>霈暹鴌撅?(Infrastructure)**嚗?
    • Postgres-Only 銝剜攟嚗𡁶<EFBFBD>銝<EFBFBD>蝞∠<EFBFBD>隞餃𦛚<EFBFBD>笔<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>函<EFBFBD>摮睃<EFBFBD>銝𡁜𦛚<EFBFBD>唳旿嚗ǎit_schema嚗剹<EFBFBD>?

2.2 銝匧之銝剖<E98A9D> (System Centers)

  • **<2A>毺<EFBFBD>銝剖<E98A9D> (REDCap)**嚗帋葩摨𦠜㺭<F0A6A09C>桃<EFBFBD><E6A183>臭<EFBFBD><E887AD><EFBFBD><EFBFBD><EFBFBD>交<EFBFBD><E4BAA4>?
  • **<2A>嗆<EFBFBD><E59786>葉敹?(RDS Postgres)**嚗𡁶恣<F0A181B6>?Agent <20>嗆<EFBFBD><E59786><EFBFBD><EFBFBD>恣霈⊥𠯫敹𨰜<E695B9><F0A8B09C>鍂<EFBFBD>瑟<EFBFBD>撠<EFBFBD><E692A0>?
  • **<2A>亥<EFBFBD>銝剖<E98A9D> (Dify / PGVector)**嚗𡁜<E59A97><F0A1819C>冽㺭摮堒<E691AE><E5A092>寞<EFBFBD><E5AF9E>𠰴龫摮衣䰻霂<E4B0BB><E99C82><EFBFBD>?

*3. <20>詨<EFBFBD><E8A9A8><EFBFBD><EFBFBD>舀㦤<E88880>嗆楛摨西圾<E8A5BF>?

*3.1 敶勗<E695B6><E58B97>嗆<EFBFBD>?(Shadow State) 銝𦒘犖<F0A69298>粹𡡒<E7B2B9>?

銝箄<EFBFBD><EFBFBD>?AI 撟餉<E6929F>撣行䔉<E8A18C><E49489>㺭<EFBFBD>桅<EFBFBD>霂荔<E99C82>撘訫<E69298><E8A8AB>𨅯蔣摮鞟𠶖<E99E9F><F0A0B696><EFBFBD>嘅<EFBFBD>

  1. AI <20><><EFBFBD>撱箄悅嚗鋫gent 鈭抒<E988AD><E68A92><EFBFBD><EFBFBD><EFBFBD>𨅯<EFBFBD><F0A885AF>?iit_schema.pending_actions<6E>?
  2. **霂<>旿<EFBFBD>暹滲皞?*嚗𡁜銁 Workbench 銝哨<E98A9D>AI 撱箄悅敹<E68285>◆銝?Dify 餈𥪜<E9A488><F0A5AA9C><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>畾蛛<E795BE>憿萇<E686BF>/<2F>鞉<EFBFBD>嚗匧撩蝏穃<E89D8F><E7A983>?
  3. **鈭箇掩蝖格<E89D96>**嚗鋴RC/PI 蝖株恕<E6A0AA>𠬍<EFBFBD>閫血<E996AB>鈭见𦛚<E8A781>?
  4. **甇<><E79487><EFBFBD>坔<EFBFBD>**嚗朞<E59A97><E69C9E>?EDC Adapter 撠<>㺭<EFBFBD>桀<EFBFBD><E6A180>?REDCap嚗<70>僎霈啣<E99C88><E595A3>𦯷I-ID + Human-ID<49>萘<EFBFBD><E89098>屸<EFBFBD>蝑曉<E89D91><E69B89>?

3.2 <20>箔<EFBFBD> Dify <20><><EFBFBD><EFBFBD>亥<EFBFBD>摨?RAG 蝞∠瑪

  • **憭𡁏<E686AD>璉<EFBFBD>蝝?*嚗𡁻<E59A97>撖孵<E69296>銝<EFBFBD><E98A9D>喟<EFBFBD>嚗淾gent <20>峕𧒄璉<F0A79284>蝝Ｔ<E89D9D>𦦵<EFBFBD>蝛嗆䲮獢<E4B2AE><E78DA2>腈<EFBFBD><E88588><EFBFBD>靝葩摨𦠜<E691A8><F0A6A09C>轁<EFBFBD>嘥<EFBFBD><E598A5>𨅯<EFBFBD><F0A885AF>脰捶<E884B0>扯扇敶𨰝<E695B6>腈<EFBFBD>?
  • **瘛瑕<E7989B><E79195>砍<EFBFBD>**嚗𡁜⏚<F0A1819C>?Dify <20><><EFBFBD><EFBFBD>𤩺<EFBFBD>蝝?+ <20>冽<EFBFBD>璉<EFBFBD>蝝?+ Rerank <20>箏<EFBFBD>嚗𣬚＆靽苷<E99DBD>銝𧢲<E98A9D>嚗㇃ontext嚗厩<E59A97><E58EA9><EFBFBD>垢<EFBFBD><E59EA2>＆<EFBFBD>?
  • **<2A>望<EFBFBD>摰匧<E691B0>**嚗𡁜銁 Node.js 靚<>鍂 Dify <20>亙藁<E4BA99>㵪<EFBFBD><E3B5AA>拍鍂 LLM Gateway <20>扯<EFBFBD> PII (銝芯犖頨思遢靽⊥<E99DBD>) <20><>𧋦<EFBFBD>啣<EFBFBD><E595A3>急<EFBFBD>銝𤾸<E98A9D><F0A4BEB8>賬<EFBFBD>?

3.3 頝其<E9A09D>蝟餉澈隞賣<E99A9E>撠?(Identity Mapping)

  • 撱箇<EFBFBD><EFBFBD>惩<EFBFBD>摮睃<EFBFBD><EFBFBD>?User-EDC-Credential 雿梶頂<E6A2B6>?
  • Agent <20><><EFBFBD>銝<EFBFBD>銝芸𢆡雿𣈯<E99BBF><F0A388AF>朞<EFBFBD> API 隞<><E99A9E>璅⊥<E79285><E28AA5>笔<EFBFBD><E7AC94>冽<EFBFBD><E586BD>?REDCap <20><><EFBFBD>嚗𣬚＆靽脲㺭<E884B2>株挪<E6A0AA>桃<EFBFBD><E6A183><EFBFBD><EFBFBD><EFBFBD>改<EFBFBD>Audit Trail 蝚血<E89D9A> 21 CFR Part 11嚗剹<E59A97>?

4. <20>函蔡銝擧<E98A9D>扯<EFBFBD>隡睃<E99AA1>蝑𣇉裦

*4.1 瘛瑕<E7989B>鈭煾<E988AD>蝵脰<E89DB5><E884B0>?

  • **AI <20>批<EFBFBD>撟喲𢒰 (SAE)**嚗鐭ode.js <20>𡒊垢銝?Python 敺格<E695BA><E6A0BC>∟<EFBFBD>銵<EFBFBD>銁 Serverless <20>臬<EFBFBD>嚗峕覔<E5B395>桐遙<E6A190>∟<EFBFBD>頧賢撕<E8B3A2>找撓蝻押<E89DBB>?
  • **<2A>唳旿摨訫漣 (ECS + RDS)**嚗鑹EDCap 餈鞱<E9A488><E99EB1>?ECS嚗屸<E59A97>朞<EFBFBD><E69C9E>輸<EFBFBD>鈭?VPC <20><><EFBFBD>銝?SAE <20>帋縑嚗屸<E59A97>雿𤾸辣餈煺<E9A488><E785BA>唳旿銝滚枂<E6BB9A><E69E82><EFBFBD><EFBFBD>?
  • **Dify <20><><EFBFBD>**嚗𡁶𡠺蝡见捆<E8A781>券<EFBFBD>蝵莎<E89DB5>隞<EFBFBD><E99A9E>銝?RAG <20>亙藁撖孵<E69296><E5ADB5>𣂷<EFBFBD><F0A382B7>滚𦛚<E6BB9A>?

*4.2 隞餃𦛚<E9A483>舫<EFBFBD><E888AB>?

  • <EFBFBD>拍鍂 pg-boss <20><><EFBFBD><EFBFBD>圈<EFBFBD><E59C88><EFBFBD>輸<EFBFBD>霂閙㦤<E99699>嗅<EFBFBD><E59785>?Webhook 銝Ｗ仃<EFBCB7>?REDCap <20>亙藁頞<E89781>𧒄<EFBFBD>?
  • <EFBFBD>舀<EFBFBD><EFBFBD>輯噢 24 撠𤩺𧒄<F0A4A9BA><F0A79284>鵭隞餃𦛚<E9A483>烐綉嚗<E7B689><E59A97><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>敺<EFBFBD><E695BA><EFBFBD>踹<EFBFBD><E8B8B9>琜<EFBFBD><E7909C>?

*5. 憌𡡞埯霂<E59FAF>摯銝𤾸笆<F0A4BEB8>?

瞏𨅯銁憌𡡞埯 摨𥪜笆蝑𣇉裦
<EFBFBD>餉<EFBFBD>隞<EFBFBD><EFBFBD><EFBFBD>刻<EFBFBD> <EFBFBD><EFBFBD>鍂<EFBFBD>𨅯凝撘閙<EFBFBD><EFBFBD>砽<EFBFBD>肽挽霈∴<EFBFBD>撠<EFBFBD>捶<EFBFBD>扯<EFBFBD><EFBFBD>坔<EFBFBD><EFBFBD>啣<EFBFBD>撟嗅<EFBFBD><EFBFBD>典銁 JSONB 摮埈挾銝准<E98A9D>?
Dify <20>亙藁撱嗉<E692B1> 撖孵虜<EFBFBD>?RAG <20>峕艶靽⊥<E99DBD><E28AA5>?app_cache 銝剛<E98A9D>銵𣬚<E98AB5><F0A3AC9A>嗥<EFBFBD>摮塩<E691AE>?
*<EFBFBD>芣䔉<EFBFBD>拙<EFBFBD><EFBFBD>折<EFBFBD>瘙? 憸<EFBFBD><EFBFBD><EFBFBD>嗆<EFBFBD><EFBFBD>㦤<EFBFBD>亙藁嚗屸<EFBFBD>餉<EFBFBD><EFBFBD>峕<EFBFBD>霈曇恣<EFBFBD>舀<EFBFBD><EFBFBD>芣䔉<EFBFBD>?LangGraph <20><>像皛𤏸<E79A9B>蝘颯<E89D98>?

6. 摰墧鴌頝舐瑪<E88890>?(Milestones)

  1. **Phase 1: 餈墧𦻖銝擧<E98A9D><E693A7>?*嚗𡁏<E59A97><F0A1818F>?REDCap 霂餃<E99C82><E9A483><EFBFBD><EFBFBD><EFBFBD>剁<EFBFBD>銝羓瑪敺桐縑蝡舀惣<E88880>賢𪂹<E8B3A2>乓<EFBFBD>?
  2. **Phase 2: 撌乩<E6928C>蝡嗘<E89DA1><E59798>誩<EFBFBD>**嚗𡁜<E59A97><F0A1819C>?Agent Workbench 撘<><E69298>𡢅<EFBFBD>摰䂿緵<E482BF>𡏭捶<F0A18FAD>批遣霈?鈭箇掩蝖株恕<E6A0AA>萘<EFBFBD>敶勗<E695B6><E58B97>剔㴓<E58994>?
  3. **Phase 3: <20>刻䌊<E588BB>券<EFBFBD><E588B8>?*嚗𡁜<E59A97><F0A1819C>臬<EFBFBD>璅⊥<E79285>?OCR <20>𣂼<EFBFBD>嚗𣬚<E59A97><F0A3AC9A>?RAG <20>亥<EFBFBD>摨枏<E691A8><E69E8F>唳㺭<E594B3>桃<EFBFBD>銝<EFBFBD><E98A9D>桀<EFBFBD>甇乓<E79487>?
  4. **Phase 4: <20>箄<EFBFBD><E7AE84>𡝗<EFBFBD>餈?*嚗𡁏䔝蝝Ｗ抅鈭𤾸<E988AD><F0A4BEB8>箄<EFBFBD>雿枏笆<E69E8F>梹<EFBFBD>Critic Loop嚗厩<E59A97>瘛勗漲韐冽綉嚗<E7B689>僎憸<E5838E><E686B8> SmartEDC <20>笔<EFBFBD><E7AC94>? <EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗间3.0 | **<2A><><EFBFBD>擧凒<E693A7>?*嚗?025-12-30 | **蝏湔擪<E6B994>?*嚗𡁏沲<F0A1818F><E6B2B2><EFBFBD>
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