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AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/01-需求分析/PRD：Tool A - 医疗数据超级合并器 (The Super Merger).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

5.5 KiB
Raw Blame History

PRD嚗関ool A - <20>餌<EFBFBD><E9A48C>唳旿頞<E697BF>漣<EFBFBD><E6BCA3>僎<EFBFBD>?(The Super Merger)

<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦 V2.0 (<28>箏<EFBFBD><E7AE8F>𡁜<EFBFBD><F0A1819C>?
*鈭批<EFBFBD>敶Ｘ<EFBFBD>? Web 蝡臬極<E887AC>瘀<EFBFBD><E79880><EFBFBD>郊<EFBFBD>穃紡撘?Wizard嚗?
*<EFBFBD>詨<EFBFBD>隞瑕<EFBFBD>? *閫<EFBFBD><EFBFBD>銝游<EFBFBD>蝘𤑳<EFBFBD>銝凌<EFBFBD>靝<EFBFBD>撖孵<EFBFBD><EFBFBD>脲㺭<EFBFBD>桀笆朣鞾𠗕憸塩<EFBFBD>? <20>箔<EFBFBD><E7AE94>𡏭挪閫<E68CAA><E996AB>Visit嚗争<E59A97>嘥<EFBFBD><E598A5>𨀣𧒄<F0A880A3>渡<EFBFBD><E6B8A1>嗪<EFBFBD>餉<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD>僚<EFBFBD><E5839A><EFBFBD>撉䎚<E69289><E48E9A><EFBFBD><EFBFBD>交㺭<E4BAA4>桃移<E6A183><E7A7BB><EFBFBD>頧賢<E9A0A7>雿誯堺/<2F>刻<EFBFBD>霈啣<E99C88>銝𨳍<E98A9D>?
<EFBFBD>格<EFBFBD><EFBFBD>冽<EFBFBD> 銝游<EFBFBD><EFBFBD>餌<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𥪜𨭌<EFBFBD>?

銝<EFBFBD><EFBFBD>?鈭批<E988AD>瘚<EFBFBD><E7989A><EFBFBD>?(User Flow)

1. <20>唳旿鋆<E697BF>蝸 (Payload) -> 2. 摰𡁜抅<F0A1819C>?(Anchor & Window) -> 3. <20>匧<EFBFBD>銝𡡞<E98A9D>閫?(Schema) -> 4. <20>箄<EFBFBD><E7AE84><EFBFBD>僎 -> 5. 蝏𤘪<E89D8F>銝擧<E98A9D>頧?

鈭䎚<EFBFBD>?<3F>詨<EFBFBD><E8A9A8>蠘<EFBFBD><E8A098><EFBFBD>瘙?(Functional Requirements)

1. 甇仿炊銝<E7828A>嚗𡁏㺭<F0A1818F>株<EFBFBD>頧?(Payload)

  • P0: 憭𡁏<EFBFBD>隞嗡<EFBFBD>隡𩤃<EFBFBD> <20>舀<EFBFBD><E88880>𡝗嗻銝𠹺<E98A9D> .xlsx, .csv<73><76>遣霈桀之撠?< 50MB/<2F><>辣<EFBFBD>?
  • P0: *<EFBFBD>芸𢆡憸<EFBFBD><EFBFBD> (Pre-flight Check)嚗?
    • 銝𠹺<EFBFBD><EFBFBD>唾圾<EFBFBD>鞱”憭氬<EFBFBD>?
    • *蝥Ｙ<EFBFBD><EFBFBD>行⏛嚗? <20><>辣<EFBFBD>惩<EFBFBD><E683A9><EFBFBD>”憭港蛹蝛箝<E89D9B><E7AE9D><EFBFBD>隞嗆<E99A9E><E59786>?-> 蝳<>迫銝衤<E98A9D>甇乓<E79487>?
  • P1: *<EFBFBD>㰘蝸<EFBFBD>滨蔭/璅⊥踎嚗? <20>亦鍂<E4BAA6>瑚<EFBFBD><E7919A>滢<EFBFBD>摮䁅<E691AE><E48185>𡏭<EFBFBD><F0A18FAD>屸秄霂𠰴<E99C82>撟嗉<E6929F><E59789>仮<EFBFBD>嘅<EFBFBD><E59885><EFBFBD>捂銝<E68D82><E98A9D>桀<EFBFBD>頧踝<E9A0A7>頝唾<E9A09D><E594BE>𡒊賒<F0A1928A>滨蔭<E6BBA8>?

2. 甇仿炊鈭䕘<E988AD>摰𡁜抅<F0A1819C>?(The Anchor) <20>婙<EFBFBD>?<3F>詨<EFBFBD>蝞埈<E89D9E><E59F88>餉<EFBFBD>

甇斗郊撉文<EFBFBD>摰帋<EFBFBD><EFBFBD><EFBFBD>蝏<EFBFBD>之銵函<EFBFBD><EFBFBD>𣈯爸<EFBFBD>嗯<EFBFBD>嘅<EFBFBD>銵峕㺭嚗匧<EFBFBD><EFBFBD>𨅯<EFBFBD>蝐駁<EFBFBD>餉<EFBFBD><EFBFBD>腈<EFBFBD>?

2.1 銝餉”<E9A489>㗇𥋘 (The Backbone)

  • P0: <20>冽<EFBFBD>敹<EFBFBD>◆隞𦒘<E99A9E>隡删<E99AA1><E588A0><EFBFBD>辣銝剜<E98A9D>摰帋<E691B0>銝芯<E98A9D>銝?**<2A>靝蜓銵?(Visit Base)<29>?*<2A>?
  • *摰帋<EFBFBD>嚗? 銝餉”<E9A489><E2809D><EFBFBD>銝<EFBFBD>銵䕘<E98AB5>隞<EFBFBD>”<EFBFBD><E2809D>蝏<EFBFBD>之銵函<E98AB5>銝<EFBFBD>銝芸抅<E88AB8><E68A85><EFBFBD>嚗<EFBFBD><E59A97>甈∪停霂?霈輯<E99C88>嚗剹<E59A97><E589B9><EFBFBD>𡁜虜<F0A1819C>胯<EFBFBD>𠹺<EFBFBD><F0A0B9BA>Ｚ扇敶𨰻<E695B6>𧢲<EFBFBD><F0A7A2B2>𢠃秄霂𦠜<E99C82><F0A6A09C>瑯<EFBFBD>卝<EFBFBD>?

2.2 <20>喲睸<E596B2>埈<EFBFBD>撠?(Key Mapping)

  • P0: ID <20>堒笆朣琜<E69CA3> <20>冽<EFBFBD><E586BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>銝餉”<E9A489>?Patient_ID <20>𨰜<EFBFBD><F0A8B09C>頂蝏蠘䌊<E8A098>典銁颲<E98A81>”銝剖粉<E58996>曉<EFBFBD><E69B89>滚<EFBFBD>嚗<EFBFBD><E59A97>霈訾犖撌乩耨甇<E880A8><E79487>?
  • P0: <EFBFBD>園𡢿<EFBFBD>箏<EFBFBD><EFBFBD>梹<EFBFBD> <20>冽<EFBFBD><E586BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>銝餉”<E9A489>?Date <20>梹<EFBFBD>憒<EFBFBD><E68692>𨅯<EFBFBD><F0A885AF>Ｘ𠯫<EFBCB8>麨<EFBFBD>嘅<EFBFBD><E59885><EFBFBD><EFBFBD>撠<EFBFBD><E692A0>銝箸𧒄<E7AEB8>渡<EFBFBD><E6B8A1><EFBFBD><EFBFBD>敹<EFBFBD><E695B9>?

2.3 颲<>”<EFBFBD>寥<EFBFBD>蝑𣇉裦 (Matching Strategy)

  • P0: *<EFBFBD>園𡢿蝒烾<EFBFBD>蝵?(Time Window)嚗?
    • 霈曉<EFBFBD>閫<EFBFBD><EFBFBD>嚗朞<EFBFBD>銵函<EFBFBD>璉<EFBFBD><EFBFBD>交𧒄<EFBFBD>游<EFBFBD>憿餃銁 [銝餉”<E9A489>園𡢿 - X憭? 銝餉”<E9A489>園𡢿 + Y憭坼] <20><>凒<EFBFBD><E58792><EFBFBD>?
    • 暺䁅恕<EFBFBD>潘<EFBFBD> \\pm 7 憭押<E686AD>?
  • P0: *<EFBFBD>脩<EFBFBD>憭<EFBFBD><EFBFBD> (Collision Handling)嚗?
    • *<2A>箸艶嚗? <20>閙活<E99699>園𡢿蝒堒<E89D92>嚗諹<E59A97>銵冽<E98AB5>憭𡁏辺霈啣<E99C88>嚗<EFBFBD><E59A97><EFBFBD>帋<EFBFBD>銝斗活銵<E6B4BB>撣貉<E692A3>嚗剹<E59A97>?
    • *<2A>厰★ A (暺䁅恕 - 蝥萄<E89DA5>撅訫<E69285>)嚗? 靽萘<E99DBD><E89098><EFBFBD><EFBFBD>㕑扇敶𨰻<E695B6><F0A8B0BB>蜓銵其縑<E585B6>臬<EFBFBD><E887AC>塚<EFBFBD>銵峕㺭憓𧼮<E68693><F0A7BCAE>?
    • *<2A>厰★ B (<28><>餈穃龪<E7A983>?嚗? 隞<><E99A9E><EFBFBD>嗵氖銝餉”<E9A489>園𡢿<E59C92><F0A1A2BF>餈𤑳<E9A488>銝<EFBFBD><E98A9D>∴<EFBFBD>銝Ｗ<E98A9D><EFBCB7>嗡<EFBFBD><E597A1>?

3. 甇仿炊銝㚁<E98A9D><E39A81>匧<EFBFBD>銝𡡞<E98A9D>閫?(The Schema)

甇斗郊撉文<EFBFBD>摰帋<EFBFBD><EFBFBD><EFBFBD>蝏<EFBFBD>之銵函<EFBFBD><EFBFBD>𡏭<EFBFBD><EFBFBD>争<EFBFBD>嘅<EFBFBD><EFBFBD>堒捐嚗剹<EFBFBD>?

3.1 <20>𤑳𠶖<F0A491B3>㗇𥋘<E39787>?(Tree Picker)

  • P0: 撅閧內<E996A7><E585A7><EFBFBD>㗇<EFBFBD>隞嗥<E99A9E><E597A5>㛖<EFBFBD><E39B96><EFBFBD><EFBFBD>?
    • <EFBFBD><EFBFBD> 銝餉”
      • <EFBFBD>?雿誯堺<E8AAAF>?
      • <EFBFBD>?霂𦠜鱏
    • <EFBFBD><EFBFBD> 颲<>” A (<28>㚚<EFBFBD>)
      • <EFBFBD>?<3F>賜<EFBFBD><E8B39C>?
      • 漎?摰⊥瓲<E28AA5>餌<EFBFBD> (銝滚㗲<E6BB9A>?
  • *鈭支<EFBFBD>嚗? <20>舀<EFBFBD><E88880>㗇<EFBFBD>隞嗅<E99A9E><E59785>?<3F>漤<EFBFBD>剹<EFBFBD>?

3.2 摰墧𧒄蝏𤘪<E89D8F>憸<EFBFBD><E686B8> (Live Schema Preview)

  • P0: <20>典<EFBFBD>撟訫𢰧靘批<E99D98><E689B9>嗅<EFBFBD>蝷暝**<2A>𨀣<EFBFBD>蝏<EFBFBD>”憭渡<E686AD><E6B8A1><EFBFBD><EFBFBD>𩄼**嚗<><E59A97>銵典仍嚗䔶<E59A97>霈∠<E99C88><E288A0>唳旿嚗剹<E59A97>?
  • 隞瑕<EFBFBD>潘<EFBFBD> 霈拍鍂<E68B8D>瑞凒閫<E58792><E996AB><EFBFBD>堆<EFBFBD><E5A086>𨅯𣑐嚗<F0A39190><E59A97><EFBFBD>交<EFBFBD><E4BAA4><EFBFBD>”隡𡁜<E99AA1><F0A1819C>鞱<EFBFBD>銋<EFBFBD>鵭嚗<E9B5AD><E59A97><EFBFBD>怨<EFBFBD>鈭𥕦<E988AD><F0A595A6>腈<EFBFBD>?

4. 甇仿炊<E4BBBF>𨥈<EFBFBD>蝏𤘪<E89D8F>銝擧<E98A9D>頧?(The Result)

  • P0: 憭<EFBFBD><EFBFBD>餈𥕦漲<EFBFBD>∴<EFBFBD> <20>曄內<E69B84>冽<EFBFBD><E586BD><EFBFBD>獢<EFBFBD><E78DA2><EFBFBD>𨀣迤<F0A880A3>冽<EFBFBD>撱箏<E692B1>撣𣬚揣撘?..<2E>腈<EFBFBD><E88588><EFBFBD>𨀣迤<F0A880A3>刻<EFBFBD>銵峕𧒄<E5B395>渡<EFBFBD>蝣唳<E89DA3>...<2E>嘅<EFBFBD><E59885>?
  • P0: *暺<EFBFBD><EFBFBD>憸<EFBFBD><EFBFBD> (Golden Preview)嚗?
    • 敹<EFBFBD>◆撅閧內<EFBFBD><EFBFBD>僎蝏𤘪<EFBFBD><EFBFBD>?**<2A>?5-10 銵?* <20>笔<EFBFBD><E7AC94>唳旿<E594B3>?
    • <EFBFBD>其<EFBFBD><EFBFBD>冽<EFBFBD><EFBFBD>厩尐<EFBFBD>詨笆 ID <20>臬炏撖寥<E69296><E5AFA5>?
  • P0: *韐券<EFBFBD><EFBFBD>𧢲踎嚗?
    • <EFBFBD>𣂼<EFBFBD><EFBFBD><EFBFBD><EFBFBD>銵峕㺭<EFBFBD>?
    • 銝Ｗ<EFBFBD>銵峕㺭嚗㇆D銝滚龪<EFBFBD>齿<EFBFBD><EFBFBD>園𡢿蝒堒<EFBFBD>嚗剹<EFBFBD>?
  • P0: *銵<EFBFBD>𢆡瘚<EFBFBD>蓮嚗?
    • [銝贝蝸 Excel]
    • [<5B>煾<EFBFBD><E785BE><EFBFBD> AI 蝏𤘪<E89D8F><F0A498AA>硋極<E7A18B>愧] (瘚<>蓮 Token)
    • [<5B>煾<EFBFBD><E785BE><EFBFBD> 蝻𤥁<E89DBB><F0A4A581>冽<EFBFBD>瘣珢] (瘚<>蓮 Token)

銝剹<EFBFBD>?<3F>詨<EFBFBD>蝞埈<E89D9E><E59F88>餉<EFBFBD> (Technical Logic)

1. 蝞埈<E89D9E><E59F88>滨妍嚗𡁜抅鈭擧𧒄<E693A7>渡<EFBFBD><E6B8A1><EFBFBD><EFBFBD>撣峕<E692A3>撘讛<E69298><E8AE9B>?(Time-Windowed Stream Hash Join)

*2. <20>扯<EFBFBD>隡芯誨<E88AAF>?

// 1. <20><><EFBFBD><EFBFBD><EFBFBD>遣 (Build Phase)
// 撠<><E692A0>銵?(Small Tables) 霂餃<E99C82><E9A483><EFBFBD><EFBFBD> Map
const lookupMap = {
"patient_001": [
{ type: "lab", date: "2023-01-02", data: {...} }, // 霈啣<E99C88>1
{ type: "lab", date: "2023-05-01", data: {...} } // 霈啣<E99C88>2
]
};

// 2. 瘚<><E7989A><EFBFBD>Ｘ<EFBFBD> (Probe Phase)
// <20>鞱<EFBFBD>霂餃<E99C82>銝餉” (Main Table)
streamMainTable.on('data', (mainRow) => {
const pId = mainRow.id;
const tStart = mainRow.date - 7 days;
const tEnd = mainRow.date + 7 days;

// <20>刻<EFBFBD>銵其葉撖餅𪄳蝚血<E89D9A><E8A180>園𡢿蝒㛖<E89D92>霈啣<E99C88>
const matchLabs = lookupMap[pId].filter(lab =>
lab.date >= tStart && lab.date <= tEnd
);

if (matchLabs.length === 0) {
// 瘝∪龪<E288AA>滚<EFBFBD>嚗<EFBFBD>蘨颲枏枂銝餉”靽⊥<E99DBD>
output.write({ ...mainRow, lab_data: null });
} else {
// <20>寥<EFBFBD><E5AFA5>唬<EFBFBD> (憭<><E686AD>銝<EFBFBD>撖孵<E69296>)
matchLabs.forEach(lab => {
output.write({ ...mainRow, ...lab.data }); // 蝥萄<E89DA5>撅訫<E69285>
});
}
});

<EFBFBD>䜘<EFBFBD>?<3F>屸𢒰<E5B1B8>笔<EFBFBD><E7AC94><EFBFBD><EFBFBD>?(UI Reference)

霂瑕<EFBFBD><EFBFBD>?撌亙<E6928C>A_頞<5F>漣<EFBFBD><E6BCA3>僎<EFBFBD>沔_<E6B294>笔<EFBFBD>霈曇恣.tsx (V1.0) 銝剔<E98A9D> Step 2 <20>?Step 3 <20>屸𢒰<E5B1B8>?

  • *Step 2 <20>滨<EFBFBD>嚗? 銝餉”<E9A489>㗇𥋘<E39787>閖<EFBFBD>㗇<EFBFBD><E39787><EFBFBD>𧒄<EFBFBD>游<EFBFBD>銝𧢲<E98A9D>獢<EFBFBD><E78DA2><EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD><E4BA99>厰僼<E58EB0>?
  • *Step 3 <20>滨<EFBFBD>嚗? 撌血𢰧<E8A180><F0A2B0A7><EFBFBD>撣<EFBFBD><E692A3>嚗<EFBFBD>椰靘扳<E99D98><E689B3>嗅㗲<E59785>㚁<EFBFBD><E39A81>喃儒銵冽聢撉冽沲憸<E6B2B2><E686B8>嚗剹<E59A97>?

鈭𢛵<EFBFBD>?憌𡡞埯閫<E59FAF><E996AB>璉<EFBFBD><E79289>?(Risk Check)

  1. <EFBFBD>冽<EFBFBD><EFBFBD>厰<EFBFBD>銝餉”<EFBFBD>𦒘<EFBFBD><EFBFBD>痹<EFBFBD>
    • *撖寧<E69296>嚗? <20>?Step 2 <20>屸𢒰憓𧼮<E68693><F0A7BCAE>曄尐<E69B84>?Tip嚗尠<EFBFBD>靝蜓銵券<EFBFBD>𡁜虜<EFBFBD>臬<EFBFBD><EFBFBD>徉<EFBFBD>睃<EFBFBD><EFBFBD>Ｘ𠯫<EFBFBD>麨<EFBFBD>蹱<EFBFBD><EFBFBD>䁅<EFBFBD><EFBFBD>凋縑<EFBFBD>胼<EFBFBD>嗵<EFBFBD>銵冽聢<EFBFBD>腈<EFBFBD>?
  2. <EFBFBD>園𡢿<EFBFBD>澆<EFBFBD>銋曹<EFBFBD><EFBFBD>怎<EFBFBD><EFBFBD>𦒘<EFBFBD><EFBFBD>痹<EFBFBD>
    • *撖寧<E69296>嚗? <20>𡒊垢<F0A1928A>刻圾<E588BB>鞉𧒄<E99E89>游<EFBFBD><E6B8B8>塚<EFBFBD>敹<EFBFBD>◆雿輻鍂撘箏<E69298><E7AE8F>?Parser嚗<72>𣈲<EFBFBD>?2023/1/1, 2023-01-01, 44927 蝑㗇聢撘𧶏<E69298><F0A7B68F><EFBFBD><EFBFBD><EFBFBD>𡏭圾<F0A18FAD>𣂼仃韐伐<E99F90>敶雴蛹<E99BB4>𨀣𧒄<F0A880A3>湔<EFBFBD><E6B994><EFBFBD><EFBFBD>嘅<EFBFBD>銝滩<E98A9D>銵<EFBFBD>龪<EFBFBD>溻<EFBFBD>
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