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1b53ab9d52f6dff1d1c6c4320b5b9a12dc423141
AIclinicalresearch/docs/03-业务模块/DC-数据清洗整理/01-需求分析/PRD：Tool B - 病历结构化机器人 (The AI Structurer).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

4.7 KiB
Raw Blame History

PRD嚗関ool B - <20><><EFBFBD>蝏𤘪<E89D8F><F0A498AA>𡝗㦤<F0A19D97>其犖 (The AI Structurer)

| <20><>﹝<EFBFBD><EFB99D>𧋦 | V2.0 (<28>峕芋<E5B395>衤漱<E8A1A4>厰<EFBFBD>霂<EFBFBD><E99C82>) |
| 鈭批<E988AD>敶Ｘ<E695B6>?| Web 蝡臬極<E887AC>瘀<EFBFBD><E79880>孵<EFBFBD><E5ADB5>?+ <20>冽艶撉諹<E69289>蝵烐聢嚗?|
| <20>詨<EFBFBD>隞瑕<E99A9E>?| <20>拍鍂 <20><>之璅∪<E79285>嚗㇄eepSeek & Qwen嚗劐漱<E58A90>厰<EFBFBD>霂?<3F><><EFBFBD>荔<EFBFBD>撠<EFBFBD><E692A0>蝏𤘪<E89D8F><F0A498AA>𣇉<EFBFBD><F0A38789><EFBFBD><EFBFBD><EFBFBD>祈蓮<E7A588>碶蛹擃睃虾靽∪漲<E288AA><E6BCB2><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>唳旿嚗諹圾<E8ABB9>?AI 撟餉<E6929F><E9A489>桅<EFBFBD><E6A185>?|
| <20>格<EFBFBD><E6A0BC>冽<EFBFBD> | <20><>閬<EFBFBD><E996AC><EFBFBD><EFBFBD>枂<EFBFBD>Ｗ<EFBFBD>蝏瓐<E89D8F><E79390><EFBFBD><EFBFBD><EFBFBD>𥁒<EFBFBD>羓<EFBFBD><E7BE93>餌<EFBFBD>嚗<EFBFBD>笆<EFBFBD>唳旿<E594B3><E697BF>＆<EFBFBD>扯<EFBFBD>瘙<EFBFBD><E79899>擃矋<E69383> |

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

<EFBFBD>唳旿撖澆<EFBFBD>(銝𠹺<E98A9D>/瘚<>蓮) -> <20>亙熒雿𤘪<E99BBF> -> <20>箄<EFBFBD>璅∠<E79285><E288A0>滨蔭 -> <20>𣬚𤩅<F0A3AC9A>𣂼<EFBFBD>銝𦒘漱<F0A69298>厰<EFBFBD>霂?-> <20>冽艶蝵烐聢鋆<E881A2><E98B86> -> 蝏𤘪<E89D8F>撖澆枂

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>頧賭<E9A0A7>雿𤘪<E99BBF> (Injection & Health Check)

  • P0: <EFBFBD>唳旿皞鞉𦻖<EFBFBD>伐<EFBFBD> <20>舀<EFBFBD><E88880>砍𧑐 Excel 銝𠹺<E98A9D>嚗峕<E59A97><E5B395>交𤣰<E4BAA4>亥䌊撌亙<E6928C> A <20><><EFBFBD>頧祆<E9A0A7>隞嗚<E99A9E>?
  • P0: *<EFBFBD>箄<EFBFBD>雿𤘪<EFBFBD> (Health Check)嚗?
    • <EFBFBD>冽<EFBFBD><EFBFBD>匧<EFBFBD><EFBFBD>𨀣<EFBFBD><EFBFBD>祆<EFBFBD><EFBFBD>轁<EFBFBD>嘥<EFBFBD>嚗𣬚頂蝏毺<EFBFBD><EFBFBD>單醌<EFBFBD>誩<EFBFBD> 100 銵䎚<E98AB5>?
    • *<EFBFBD>行⏛閫<EFBFBD><EFBFBD>嚗? <20>亦征<E4BAA6>潛<EFBFBD> > 80% <20>硋像<E7A18B><E5838F><EFBFBD>蝚行㺭 < 10嚗峕<E59A97>蝷算<E89DB7>𡏭砲<F0A18FAD>𦯀<EFBFBD><F0A6AF80><EFBFBD><EFBFBD><EFBFBD>𣂼<EFBFBD><F0A382BC>嘅<EFBFBD><E59885>脫迫霂舀<E99C82>雿𨀣答韐?Token<65>?
    • *<EFBFBD>鞉𧋦憸<EFBFBD>摯嚗? <20>寞旿摮㛖泵<E39B96>啣<EFBFBD><E595A3>園<EFBFBD>隡?Token 瘨<><E798A8>烾<EFBFBD><E783BE>?

2. 甇仿炊鈭䕘<E988AD><E49598>箄<EFBFBD>璅∠<E79285><E288A0>滨蔭 (Smart Schema) <20>婙<EFBFBD>?V2 <20>詨<EFBFBD><E8A9A8><EFBFBD>漣

  • P0: *<EFBFBD>箸艶<EFBFBD>𡝗芋<EFBFBD><EFBFBD><EFBFBD>㗇𥋘嚗?
    • 銝<EFBFBD>蝥批<EFBFBD>蝐鳴<EFBFBD><EFBFBD>曄<EFBFBD>嚗㚁<EFBFBD> <20>箇<EFBFBD><E7AE87><EFBFBD><EFBFBD>銵<EFBFBD><E98AB5>卝<EFBFBD><E58D9D><EFBFBD>撠輻<E692A0>蝑剹<E89D91>?
    • *鈭𣬚漣<EFBFBD><EFBFBD>掩嚗<EFBFBD>𥁒<EFBFBD>𠺪<EFBFBD>嚗? <20><><EFBFBD><EFBFBD>亙<EFBFBD><E4BA99><EFBFBD><EFBFBD><EFBFBD>Ｚ扇敶𨰻<E695B6><F0A8B0BB>秄霂羓<E99C82><E7BE93><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>航扇敶𨰻<E695B6>?
  • P0: <EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD>畾萄<EFBFBD>銋㚁<EFBFBD>
    • <EFBFBD>㗇𥋘璅∠<EFBFBD><EFBFBD>𠬍<EFBFBD><EFBFBD>芸𢆡<EFBFBD>㰘蝸憸<EFBFBD>挽摮埈挾<EFBFBD>𡑒”嚗<EFBFBD><EFBFBD><EFBFBD>𡏭<EFBFBD><EFBFBD>𣬚<EFBFBD><EFBFBD><EFBFBD><EFBFBD>肽䌊<EFBFBD>典<EFBFBD>頧踝<EFBFBD><EFBFBD>輻𠈔憭批<EFBFBD><EFBFBD><EFBFBD><EFBFBD>撌渡<EFBFBD>頧祉宏<EFBFBD><EFBFBD><EFBFBD><EFBFBD>𣇉<EFBFBD>摨佗<EFBFBD><EFBFBD>?
    • <EFBFBD>舀<EFBFBD><EFBFBD>冽<EFBFBD><EFBFBD>见𢆡 *憓?<3F>?<3F>? 摮埈挾摰帋<E691B0><E5B88B>?
  • P1: *Prompt 憸<><E686B8>嚗? 摰墧𧒄撅閧內蝟餌<E89D9F>撠<EFBFBD><E692A0><EFBFBD><EFBFBD><EFBFBD> AI <20>?Prompt 蝏𤘪<E89D8F>嚗<EFBFBD><E59A97>撘箔<E69298>銝𡁶鍂<F0A181B6>瑚縑隞餅<E99A9E><E9A485>?

3. 甇仿炊銝㚁<E98A9D><E39A81>𣬚𤩅<F0A3AC9A>𣂼<EFBFBD>撘閙<E69298> (Double-Blind Extraction) <20>婙<EFBFBD>?V2 <20>詨<EFBFBD><E8A9A8><EFBFBD>漣

  • P0: <EFBFBD>峕芋<EFBFBD>见僎<EFBFBD>𡢅<EFBFBD>
    • 蝟餌<EFBFBD><EFBFBD>峕𧒄靚<EFBFBD>鍂 DeepSeek-V3 (Model A) <20>?Qwen-Max (Model B) 撖孵<E69296>銝<EFBFBD>畾菜<E795BE><E88F9C>祈<EFBFBD>銵峕<E98AB5><E5B395>硔<EFBFBD>?
  • P0: *鈭文<EFBFBD>撉諹<EFBFBD>蝞埈<EFBFBD> (Cross-Validation)嚗?
    • 摰<EFBFBD><EFBFBD>銝<EFBFBD><EFBFBD>湛<EFBFBD> <20>?A 銝?B 蝏𤘪<E89D8F><F0A498AA>詨<EFBFBD>嚗峕<E59A97>霈唬蛹 Clean (<28>臭縑)<29>?
    • *<EFBFBD>脩<EFBFBD>嚗? <20>?A 銝?B 蝏𤘪<E89D8F>銝滚<E98A9D>嚗峕<E59A97>霈唬蛹 Conflict (敺<><E695BA><EFBFBD>?<3F>?
  • P0: *<EFBFBD>鞟<EFBFBD><EFBFBD>望<EFBFBD>嚗? 撘箏<E69298><E7AE8F>扯<EFBFBD> PII <20>望<EFBFBD>嚗<EFBFBD>迤<EFBFBD>蹱𤜯<E8B9B1>Ｗ<EFBFBD><EFBCB7>溻<EFBFBD><E6BABB>澈隞質<E99A9E><E8B3AA>瘀<EFBFBD><E79880>?

4. 甇仿炊<E4BBBF>𨥈<EFBFBD><F0A8A588>冽艶撉諹<E69289>蝵烐聢 (Verification Grid) <20>婙<EFBFBD>?鈭支<E988AD><E694AF>齿<EFBFBD>

*銝滚<E98A9D>雿輻鍂<E8BCBB>閙辺<E99699>鍦𢆡<E98DA6>?Tinder 璅∪<E79285>嚗峕㺿銝箸凒擃䀹<E69383><E480B9>?Excel <20>𡑒”璅∪<E79285><E288AA>?

  • P0: *撉諹<EFBFBD><EFBFBD>𡑒” (The Grid)嚗?
    • <EFBFBD>㛖<EFBFBD><EFBFBD><EFBFBD><EFBFBD> 摨誩噡 | <20><><EFBFBD><EFBFBD>䁅<EFBFBD> | [摮埈挾1] | [摮埈挾2] ... | <20>嗆<EFBFBD><E59786><EFBFBD>?
    • <EFBFBD><EFBFBD><EFBFBD><EFBFBD>梹<EFBFBD> <20>曄內<E69B84>?50 摮梹<E691AE>曌䭾<E69B8C><E4ADBE>砍<EFBFBD><E7A08D>曄內 Tooltip<69>?
  • P0: *<EFBFBD>脩<EFBFBD><EFBFBD>航<EFBFBD><EFBFBD>碶<EFBFBD>鋆<EFBFBD><EFBFBD>嚗?
    • *銝<EFBFBD><EFBFBD>游<EFBFBD><EFBFBD><EFBFBD>聢嚗? <20>曄內蝏輯𠧧/<2F>質𠧧<E8B3AA>峕艶嚗<E889B6><E59A97>蝷箏<E89DB7>銝<EFBFBD><E98A9D>潦<EFBFBD>?
    • <EFBFBD>脩<EFBFBD><EFBFBD>訫<EFBFBD><EFBFBD>潘<EFBFBD> <20>峕艶<E5B395><E889B6><EFBFBD>/蝥Ｕ<E89DA5><EFBCB5><EFBFBD><EFBFBD>典僎<E585B8>埈遬蝷?$DS: <20>劈$$
      銝?$QW: <20>劉$$
      <0A>?
    • 銝<EFBFBD><EFBFBD>桅<EFBFBD>蝥喉<EFBFBD> <20>冽<EFBFBD><E586BD>孵稬 A <20>?B嚗諹砲<E8ABB9>澆朖鋡恍<E98BA1>蝥喉<E89DA5><E59689>訫<EFBFBD><E8A8AB>潸蓮銝箏歇閫<E6AD87><E996AB><EFBFBD>嗆<EFBFBD><E59786><EFBFBD><EFBFBD>𣈲<EFBFBD><F0A388B2><EFBFBD><EFBFBD>餅<EFBFBD><E9A485>刻<EFBFBD><E588BB>乩耨甇<E880A8><E79487>?
  • P0: *靘扯器<EFBFBD>誩<EFBFBD><EFBFBD>?(Context Drawer)嚗?
    • <EFBFBD>孵稬銵冽聢隞颱<EFBFBD>銵䕘<EFBFBD><EFBFBD>喃儒皛穃枂靘扯器<EFBFBD>譌<EFBFBD>?
    • 撅閧內<EFBFBD><EFBFBD><EFBFBD>**<2A>冽<EFBFBD>**嚗峕䲮靘輻鍂<E8BCBB>瑟滲皞鞉瓲撖嫘<E69296>?
  • P1: *<EFBFBD>寥<EFBFBD><EFBFBD>滢<EFBFBD>嚗? <20>舀<EFBFBD><E88880>𨅯<EFBFBD>雿坔<E99BBF>蝒<EFBFBD><E89D92><EFBFBD>券<EFBFBD>蝥?Model A<>脲<EFBFBD><E884B2>𨅯紡<F0A885AF>箏<EFBFBD><E7AE8F>滩<EFBFBD>摨色<E691A8>腈<EFBFBD>?

5. 蝏𤘪<E89D8F>颲枏枂

  • P0: *撖澆枂 Excel嚗? <20><>鉄<EFBFBD><E98984>蝏<EFBFBD><E89D8F>蝥喟<E89DA5>蝏𤘪<E89D8F><F0A498AA>𡝗㺭<F0A19D97>柴<EFBFBD>?
  • P0: *瘚<EFBFBD>蓮<EFBFBD>啁<EFBFBD>颲穃膥嚗? 銝<><E98A9D>桀<EFBFBD><E6A180><EFBFBD><EFBFBD> 撌亙<EFBFBD> C 餈𥡝<E9A488><F0A5A19D>𡒊賒皜<E8B392><E79A9C>嚗<EFBFBD><E59A97>蝻箏仃<E7AE8F>澆‵銵伐<E98AB5><E4BC90>?

銝剹<EFBFBD>?<3F>屸𢒰<E5B1B8>笔<EFBFBD>璁<EFBFBD>艙 (UI Sketch)

  • 雿𤘪<EFBFBD>憿蛛<EFBFBD> <20>劐葉<E58A90>堒<EFBFBD><E5A092>曄內蝥Ｙ遛<EFBCB9>臬㨃<E887AC><E3A883><EFBFBD><EFBFBD>𨅯<EFBFBD>摨瑕漲隡条<E99AA1>嚗屸<E59A97>霈⊥<E99C88><E28AA5>?45k Token<65>腈<EFBFBD>?
  • <EFBFBD>滨蔭憿蛛<EFBFBD> 銝𧢲<E98A9D><F0A7A2B2>㗇𥋘<E39787>𡏭<EFBFBD><F0A18FAD>𢞖<EFBFBD>?<3F>𦦵<EFBFBD><F0A6A6B5><EFBFBD>𥁒<EFBFBD>𪙛<EFBFBD>嘅<EFBFBD>銝𧢲䲮<F0A7A2B2>芸𢆡<E88AB8>堒枂 5 銝芸<E98A9D><E88AB8>格<EFBFBD><E6A0BC><EFBFBD><EFBFBD>?
  • 憭<EFBFBD><EFBFBD>憿蛛<EFBFBD> 餈𥕦漲<F0A595A6>舀遬蝷算<E89DB7>𨅯<EFBFBD>璅∪<E79285><E288AA>𣂼<EFBFBD>銝?..<2E>嘅<EFBFBD>銝𧢲䲮<F0A7A2B2>亙<EFBFBD>皛𡁜𢆡<F0A1819C>𡤜eepSeek 摰峕<E691B0>... Qwen 摰峕<E691B0>... 甇<>銁鈭文<E988AD>瘥𥪜笆<F0A5AA9C>腈<EFBFBD>?
  • *撉諹<EFBFBD>憿?(<28>詨<EFBFBD>)嚗?
    • 憿園<EFBFBD>嚗𡁶<EFBFBD>霈⊥辺<EFBFBD>𨅯<EFBFBD> 100 <20>∴<EFBFBD><E288B4>𤑳緵 12 <20>∪<EFBFBD>蝒<EFBFBD><E89D92>腈<EFBFBD>?
    • 銝颱<EFBFBD>嚗𡁶掩 Excel 銵冽聢<E586BD><E881A2><EFBFBD>蝒<EFBFBD><E89D92><EFBFBD><EFBFBD>聢<EFBFBD><E881A2><EFBFBD>銝支葵<E694AF>厰僼靘偦<E99D98>㗇𥋘<E39787>?
    • 靘扯器<EFBFBD>𧶏<EFBFBD>撅閧內敶枏<EFBFBD>銵𣬚<EFBFBD>摰峕㟲<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𧋦<EFBFBD>?

<EFBFBD>䜘<EFBFBD>?<3F><><EFBFBD>臬虾銵峕<E98AB5>找<EFBFBD>蝥行<E89DA5>

  • *璅∪<EFBFBD><EFBFBD>匧<EFBFBD>嚗?
    • *銝餅芋<EFBFBD>?(Model A)嚗? DeepSeek-V3 (<28>找遠瘥娪<E798A5>嚗峕<E59A97><E5B395>蹂葉<E8B982><E89189>龫<EFBFBD>?<3F>?
    • *颲<EFBFBD>𨭌璅∪<EFBFBD> (Model B)嚗? Qwen-Max <20>?GPT-4o-mini (<28>其<EFBFBD><E585B6>⊿<EFBFBD>)<29>?
  • *<EFBFBD>脩<EFBFBD><EFBFBD>文<EFBFBD><EFBFBD>餉<EFBFBD>嚗?
    • 摮㛖泵銝脣<EFBFBD><EFBFBD>典龪<EFBFBD>齿<EFBFBD><EFBFBD>箔<EFBFBD>霂凋<EFBFBD><EFBFBD>訾撮摨佗<EFBFBD>Embedding Cosine Similarity > 0.95嚗匧ế摰帋蛹銝<EFBFBD><EFBFBD>氬<EFBFBD>?
    • <EFBFBD>啣<EFBFBD>潭<EFBFBD><EFBFBD>㚚<EFBFBD>餈𥡝<EFBFBD><EFBFBD>蓥<EFBFBD>敶雴<EFBFBD><EFBFBD>硋<EFBFBD><EFBFBD>齿<EFBFBD>撖對<EFBFBD>憒?3cm vs 3.0 cm 閫<>蛹銝<E89BB9><E98A9D>湛<EFBFBD><E6B99B>?
  • *<EFBFBD>扯<EFBFBD>閬<EFBFBD><EFBFBD>嚗? <20><><EFBFBD>?API 靚<>鍂隡𡁜紡<F0A1819C>湔<EFBFBD><E6B994>砍<EFBFBD><E7A08D>園𡢿憓𧼮<E68693>嚗屸<E59A97><E5B1B8>函<EFBFBD><E587BD>Ｖ<EFBFBD><EFBCB6>𡒊＆<F0A1928A>羓䰻<E7BE93>冽<EFBFBD>撟嗆遬蝷箄<E89DB7>摨艾<E691A8>
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