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%)

docs/00-系统总体设计/09-总体需求文档(PRD).md

@@ -1,88 +1,88 @@
-# **壹证循科技 \- AI科研产品需求文档 (PRD)**
+# **憯寡<EFBFBD>敺芰<EFBFBD><EFBFBD><EFBFBD> \- AI蝘𤑳<E89D98>鈭批<E988AD><E689B9><EFBFBD>瘙<EFBFBD><E79899>獢?(PRD)**
 
 <EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦: 1.0  
-日期: 2025年11月5日  
-致： 产品部、市场部、销售部、技术部及全体同仁
+<EFBFBD>交<EFBFBD>: 2025撟?1<>?<3F>? 
+<EFBFBD>湛<EFBFBD> 鈭批<E988AD><E689B9>具<EFBFBD><E585B7><EFBFBD><EFBFBD>粹<EFBFBD><E7B2B9><EFBFBD><EFBFBD><EFBFBD>桅<EFBFBD><E6A185><EFBFBD><EFBFBD><EFBFBD>舫<EFBFBD><E888AB>𠰴<EFBFBD>雿枏<E99BBF>隞?
 
 ## **1\. <20><>﹝<EFBFBD>桃<EFBFBD>**
 
-本需求文档 (Product Requirements Document, PRD) 旨在清晰定义"壹证循科技AI科研产品"的核心功能、目标用户及关键的非功能性需求。
+<EFBFBD>祇<EFBFBD>瘙<EFBFBD><EFBFBD>獢?(Product Requirements Document, PRD) <EFBFBD>典銁皜<EFBFBD>苊摰帋<EFBFBD>"憯寡<E686AF>敺芰<E695BA><E88AB0><EFBFBD>AI蝘𤑳<E89D98>鈭批<E988AD>"<22><>瓲敹<E793B2><E695B9><EFBFBD>賬<EFBFBD><E8B3AC>𤌍<EFBFBD><F0A48C8D>鍂<EFBFBD>瑕<EFBFBD><E79195>喲睸<E596B2><E79DB8><EFBFBD><EFBFBD>蠘<EFBFBD><E8A098>折<EFBFBD>瘙<EFBFBD><E79899>?
 
-本文档是跨部门协作的基石，用于确保技术实现、产品设计与市场策略保持高度一致，特别是应对我们复杂的商业模式和多样的客户部署需求。
+<EFBFBD>祆<EFBFBD>獢<EFBFBD>糓頝券<EFBFBD><EFBFBD>典<EFBFBD>雿𦦵<EFBFBD><EFBFBD>箇𨺗嚗𣬚鍂鈭𡒊＆靽脲<EFBFBD><EFBFBD>臬<EFBFBD><EFBFBD>啜<EFBFBD><EFBFBD>漣<EFBFBD><EFBFBD>挽霈∩<EFBFBD>撣<EFBFBD>㦤蝑𣇉裦靽脲<EFBFBD>擃睃漲銝<EFBFBD><EFBFBD>湛<EFBFBD><EFBFBD>孵<EFBFBD><EFBFBD>臬<EFBFBD>撖寞<EFBFBD>隞砍<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>璅∪<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>瑞<EFBFBD>摰Ｘ<EFBFBD><EFBFBD>函蔡<EFBFBD><EFBFBD>瘙<EFBFBD><EFBFBD>?
 
-## **2\. 产品愿景与目标**
+## **2\. 鈭批<EFBFBD><EFBFBD>踵艶銝𡒊𤌍<EFBFBD>?*
 
-产品愿景：  
-打造一个覆盖临床科研全生命周期、AI驱动的一站式智能科研平台。  
-核心目标：  
-赋能临床医生和科研人员，通过AI与自动化工具，极大地提升科研效率、数据处理质量和文献分析深度，缩短从数据到洞察的周期。
+鈭批<EFBFBD><EFBFBD>踵艶嚗? 
+<EFBFBD>㯄<EFBFBD>牐<EFBFBD>銝芾<EFBFBD><EFBFBD>碶葩摨羓<EFBFBD><EFBFBD>𥪜<EFBFBD><EFBFBD>笔𦶢<EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD>I撽勗𢆡<EFBFBD><EFBFBD><EFBFBD>蝡坔<EFBFBD><EFBFBD>箄<EFBFBD>蝘𤑳<EFBFBD>撟喳蝱<EFBFBD>? 
+<EFBFBD>詨<EFBFBD><EFBFBD>格<EFBFBD>嚗? 
+韏贝<EFBFBD>銝游<EFBFBD><EFBFBD>餌<EFBFBD><EFBFBD>𣬚<EFBFBD><EFBFBD>𥪯犖<EFBFBD>矋<EFBFBD><EFBFBD>朞<EFBFBD>AI銝舘䌊<EFBFBD>典<EFBFBD>撌亙<EFBFBD>嚗峕<EFBFBD>憭批𧑐<EFBFBD>𣂼<EFBFBD>蝘𤑳<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>㺭<EFBFBD>桀<EFBFBD><EFBFBD><EFBFBD>捶<EFBFBD>誩<EFBFBD><EFBFBD><EFBFBD>讃<EFBFBD><EFBFBD><EFBFBD>瘛勗漲嚗𣬚憬<EFBFBD>凋<EFBFBD><EFBFBD>唳旿<EFBFBD>唳<EFBFBD>撖毺<EFBFBD><EFBFBD>冽<EFBFBD><EFBFBD>?
 
 ## **3\. <20>格<EFBFBD><E6A0BC>冽<EFBFBD><E586BD>餃<EFBFBD> (User Personas)**
 
-1. **临床医生/研究者**：  
-   * **画像**：三甲医院的科室主任、主治医师、研究生。  
-   * **痛点**：有科研项目（如国自然、GCP、回顾性研究）压力，但临床工作繁忙，缺乏专业统计和数据处理时间。  
-   * **需求**：需要"开箱即用"的工具，快速处理院内数据、分析文献、完成统计、撰写论文。**极其关注患者数据隐私与安全**。  
-2. **医院科室/IT部门**：  
-   * **画像**：医院的科研管理科室、信息中心。  
-   * **痛点**：需要为全院提供合规、可控的科研工具；希望科研数据（尤其是HIS、LIS数据）保留在院内。  
-   * **需求**：采购的工具必须支持**私有化部署**，且安全、稳定、易于管理。
+1. **銝游<EFBFBD><EFBFBD>餌<EFBFBD>/<2F>𠉛弦<F0A0899B>?*嚗? 
+   * **<EFBFBD>餃<EFBFBD>**嚗帋<E59A97><E5B88B>脣龫<E884A3>Ｙ<EFBFBD>蝘穃恕銝颱遙<E9A2B1><E98199>蜓瘝餃龫撣<E9BEAB><E692A3><EFBFBD><EFBFBD>蝛嗥<E89D9B><E597A5>? 
+   * **<EFBFBD>𤤿<EFBFBD>**嚗𡁏<E59A97>蝘𤑳<E89D98>憿寧𤌍嚗<F0A48C8D><E59A97><EFBFBD>質䌊<E8B3AA>嗚<EFBFBD><E5979A>CP<43><50><EFBFBD>憿暹<E686BF>抒<EFBFBD>蝛塚<E89D9B><E5A19A>见<EFBFBD>嚗䔶<E59A97>銝游<E98A9D>撌乩<E6928C>蝜<EFBFBD><E89D9C>嚗𣬚撩銋譍<E98A8B>銝𡁶<E98A9D>霈∪<E99C88><E288AA>唳旿憭<E697BF><E686AD><EFBFBD>園𡢿<E59C92>? 
+   * **<EFBFBD><EFBFBD>瘙?*嚗𡁻<E59A97>閬?撘<>蝞勗朖<E58B97>?<3F><>極<EFBFBD>瘀<EFBFBD>敹恍<E695B9>笔<EFBFBD><E7AC94><EFBFBD>堺<EFBFBD><E5A0BA>㺭<EFBFBD>柴<EFBFBD><E69FB4><EFBFBD><EFBFBD>鞉<EFBFBD><E99E89>柴<EFBFBD><E69FB4><EFBFBD><EFBFBD>鞟<EFBFBD>霈～<E99C88><EFBD9E>兛<EFBFBD>躰捏<E8BAB0><E68D8F><EFBFBD>?*<2A><><EFBFBD><EFBFBD>單釣<E596AE><E987A3><EFBFBD><EFBFBD>㺭<EFBFBD>桅<EFBFBD>蝘<EFBFBD><E89D98>摰匧<E691B0>**<2A>? 
+2. **<EFBFBD>駁堺蝘穃恕/IT<49>券秄**嚗? 
+   * **<EFBFBD>餃<EFBFBD>**嚗𡁜龫<F0A1819C>Ｙ<EFBFBD>蝘𤑳<E89D98>蝞∠<E89D9E>蝘穃恕<E7A983><E68195>縑<EFBFBD>臭葉敹<E89189><E695B9>? 
+   * **<EFBFBD>𤤿<EFBFBD>**嚗𡁻<E59A97>閬<EFBFBD>蛹<EFBFBD>券堺<E588B8>𣂷<EFBFBD><F0A382B7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>虾<EFBFBD>抒<EFBFBD>蝘𤑳<E89D98>撌亙<E6928C>嚗𥕦<E59A97><F0A595A6>𤤿<EFBFBD><F0A4A4BF>娍㺭<E5A88D>殷<EFBFBD>撠文<E692A0><E69687>浹IS<49><53>IS<49>唳旿嚗劐<E59A97><E58A90>坔銁<E59D94>Ｗ<EFBFBD><EFBCB7>? 
+   * **<EFBFBD><EFBFBD>瘙?*嚗𡁻<E59A97>韐剔<E99F90>撌亙<E6928C>敹<EFBFBD>◆<EFBFBD>舀<EFBFBD>**蝘<><E89D98><EFBFBD>㚚<EFBFBD>蝵?*嚗䔶<E59A97>摰匧<E691B0><E58CA7><EFBFBD>迅摰𠾼<E691B0><F0A0BEBC><EFBFBD>鈭𡒊恣<F0A1928A><E681A3><EFBFBD>?
 
-## **4\. 核心功能需求 (Functional Requirements)**
+## **4\. <EFBFBD>詨<EFBFBD><EFBFBD>蠘<EFBFBD><EFBFBD><EFBFBD>瘙?(Functional Requirements)**
 
-产品功能矩阵共分为7大核心模块，共同构成科研全流程闭环。
+鈭批<EFBFBD><EFBFBD>蠘<EFBFBD><EFBFBD>拚猐<EFBFBD>勗<EFBFBD>銝?憭扳瓲敹<E793B2>芋<EFBFBD>梹<EFBFBD><E6A2B9>勗<EFBFBD><E58B97><EFBFBD><EFBFBD>蝘𤑳<E89D98><F0A491B3>冽<EFBFBD>蝔钅𡡒<E99285>胯<EFBFBD>?
 
 | 璅∪<E79285>ID | 璅∪<E79285><E288AA>滨妍 | <20>詨<EFBFBD><E8A9A8>蠘<EFBFBD><E8A098>讛膩 |
 | :---- | :---- | :---- |
-| **F1** | **智能统计分析 (SSA)** | 提供3条核心分析路径：队列研究、预测模型、RCT研究。实现从数据上传、质控、分析到报告导出的完整流程。 |
-| **F2** | **统计分析工具 (ST)** | 提供一个包含100+种轻量化统计工具的工具箱，满足即时、小型的分析需求。 |
-| **F3** | **AI智能回答 (AIA)** | 提供10+个专业AI智能体，覆盖科研关键节点：选题评价、PICO梳理、样本量计算、研究方案制定、文章润色与翻译等。 |
-| **F4** | **AI智能文献 (ASL)** | 提供AI驱动的文献工作流：智能检索、标题摘要初筛、全文复筛、信息提取，并支持Meta分析、证据图谱等应用。 |
-| **F5** | **个人知识库 (PKB)** | 允许用户创建私人文献库（如每个库50篇），并能基于库内文献进行AI问答（RAG）。 |
-| **F6** | **数据清洗整理 (DC)** | **(核心难点)** 提供专业工具，处理医院导出的海量（百万行级）、多表格（10+张）的Excel数据，实现两大功能： 1\. **表格ETL**：将多张散乱的流水表，按"患者ID"和"时间"重组为一张干净的分析宽表。 2\. **文本提取(NER)**：从病理报告、住院小结等大段文本中，自动提取结构化的关键字段（如TNM分期）。 |
-| **F7** | **个人中心 (UAM)** | 提供账户管理、版本信息、帮助中心、订单管理等基础支撑功能。 |
+| **F1** | **<EFBFBD>箄<EFBFBD>蝏蠘恣<EFBFBD><EFBFBD><EFBFBD> (SSA)** | <EFBFBD>𣂷<EFBFBD>3<EFBFBD>⊥瓲敹<EFBFBD><EFBFBD><EFBFBD>鞱楝敺<EFBFBD><EFBFBD><EFBFBD>笔<EFBFBD><EFBFBD>𠉛弦<EFBFBD><EFBFBD><EFBFBD>瘚𧢲芋<EFBFBD>卝<EFBFBD><EFBFBD>CT<EFBFBD>𠉛弦<EFBFBD><EFBFBD><EFBFBD><EFBFBD>唬<EFBFBD><EFBFBD>唳旿銝𠹺<EFBFBD><EFBFBD><EFBFBD>捶<EFBFBD>扼<EFBFBD><EFBFBD><EFBFBD><EFBFBD>𣂼<EFBFBD><EFBFBD>亙<EFBFBD>撖澆枂<EFBFBD><EFBFBD><EFBFBD><EFBFBD>湔<EFBFBD>蝔卝<EFBFBD>?|
+| **F2** | **蝏蠘恣<EFBFBD><EFBFBD><EFBFBD>撌亙<EFBFBD> (ST)** | <EFBFBD>𣂷<EFBFBD>銝<EFBFBD>銝芸<EFBFBD><EFBFBD>?00+蝘滩蝠<E6BBA9>誩<EFBFBD>蝏蠘恣撌亙<E6928C><E4BA99><EFBFBD>極<EFBFBD>瑞拳嚗峕說頞喳朖<E596B3>嗚<EFBFBD><E5979A><EFBFBD><EFBFBD>讠<EFBFBD><E8AEA0><EFBFBD><EFBFBD><EFBFBD><EFBFBD>瘙<EFBFBD><E79899>?|
+| **F3** | **AI<EFBFBD>箄<EFBFBD><EFBFBD>䂿<EFBFBD> (AIA)** | <EFBFBD>𣂷<EFBFBD>10+銝芯<E98A9D>銝鋫I<E98BAB>箄<EFBFBD>雿橒<E99BBF>閬<EFBFBD><E996AC>蝘𤑳<E89D98><F0A491B3>喲睸<E596B2><E79DB8><EFBFBD>嚗𡁻<E59A97>厰<EFBFBD>霂<EFBFBD>遠<EFBFBD><E981A0>ICO璇喟<E79287><E5969F><EFBFBD>甅<EFBFBD>祇<EFBFBD>霈∠<E99C88><E288A0><EFBFBD><EFBFBD>蝛嗆䲮獢<E4B2AE><E78DA2>摰𠾼<E691B0><F0A0BEBC><EFBFBD>蝡䭾隋<E4ADBE>脖<EFBFBD>蝧餉<E89DA7>蝑剹<E89D91>?|
+| **F4** | **AI<EFBFBD>箄<EFBFBD><EFBFBD><EFBFBD>讃 (ASL)** | <EFBFBD>𣂷<EFBFBD>AI撽勗𢆡<EFBFBD><EFBFBD><EFBFBD><EFBFBD>桀極雿𨀣<EFBFBD>嚗𡁏惣<EFBFBD>賣<EFBFBD>蝝Ｕ<EFBFBD><EFBFBD><EFBFBD>憸䀹<EFBFBD>閬<EFBFBD><EFBFBD>蝑䜘<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝑䜘<EFBFBD><EFBFBD>縑<EFBFBD>舀<EFBFBD><EFBFBD>吔<EFBFBD>撟嗆𣈲<EFBFBD><EFBFBD>eta<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>桀㦛靚梁<EFBFBD>摨𠉛鍂<EFBFBD>?|
+| **F5** | **銝芯犖<EFBFBD>亥<EFBFBD>摨?(PKB)** | <EFBFBD><EFBFBD>捂<EFBFBD>冽<EFBFBD><EFBFBD>𥕦遣蝘<EFBFBD>犖<EFBFBD><EFBFBD>讃摨橒<EFBFBD>憒<EFBFBD><EFBFBD>銝芸<EFBFBD>50蝭<EFBFBD><EFBFBD>嚗<EFBFBD>僎<EFBFBD>賢抅鈭𤾸<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>株<EFBFBD>銵淾I<EFBFBD>桃<EFBFBD>嚗㇌AG嚗剹<EFBFBD>?|
+| **F6** | **<EFBFBD>唳旿皜<EFBFBD><EFBFBD><EFBFBD>渡<EFBFBD> (DC)** | **(<EFBFBD>詨<EFBFBD><EFBFBD>曄<EFBFBD>)** <20>𣂷<EFBFBD>銝㮖<E98A9D>撌亙<E6928C>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD>龫<EFBFBD>Ｗ紡<EFBCB7>箇<EFBFBD>瘚琿<E7989A>嚗<EFBFBD>蓡銝<E893A1><E98A9D>蝥改<E89DA5><E694B9><EFBFBD><EFBFBD>銵冽聢嚗?0+撘𩤃<E69298><F0A9A483><EFBFBD>xcel<65>唳旿嚗<E697BF><E59A97><EFBFBD>唬舅憭批<E686AD><E689B9>踝<EFBFBD> 1\. **銵冽聢ETL**嚗𡁜<E59A97>憭𡁜<E686AD><F0A1819C><EFBFBD>僚<EFBFBD><E5839A><EFBFBD>瘞渲”嚗峕<E59A97>"<22><><EFBFBD><EFBFBD>D"<22>?<3F>園𡢿"<22>滨<EFBFBD>銝箔<E98A9D>撘惩僕<E683A9><E58395><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𣂼捐銵具<E98AB5>?2\. **<EFBFBD><EFBFBD>𧋦<EFBFBD>𣂼<EFBFBD>(NER)**嚗帋<E59A97><E5B88B><EFBFBD><EFBFBD><EFBFBD>亙<EFBFBD><E4BA99><EFBFBD><EFBFBD><EFBFBD>Ｗ<EFBFBD>蝏梶<E89D8F>憭扳挾<E689B3><E68CBE>𧋦銝哨<E98A9D><E593A8>芸𢆡<E88AB8>𣂼<EFBFBD>蝏𤘪<E89D8F><F0A498AA>𣇉<EFBFBD><F0A38789>喲睸摮埈挾嚗<E68CBE><E59A97>TNM<4E><4D><EFBFBD>嚗剹<E59A97>?|
+| **F7** | **銝芯犖銝剖<EFBFBD> (UAM)** | <EFBFBD>𣂷<EFBFBD>韐行<EFBFBD>蝞∠<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>砌縑<EFBFBD>胯<EFBFBD><EFBFBD>葬<EFBFBD>拐葉敹<EFBFBD><EFBFBD><EFBFBD>恥<EFBFBD>閧恣<EFBFBD><EFBFBD><EFBFBD><EFBFBD>箇<EFBFBD><EFBFBD>舀<EFBFBD><EFBFBD>蠘<EFBFBD><EFBFBD>?|
 
-## **5\. 关键非功能性需求 (Non-Functional Requirements)**
+## **5\. <EFBFBD>喲睸<EFBFBD>𧼮<EFBFBD><EFBFBD>賣<EFBFBD>折<EFBFBD>瘙?(Non-Functional Requirements)**
 
-这是本产品在商业推广中**最复杂、最核心**的需求，是技术架构必须解决的关键挑战。
+餈蹱糓<EFBFBD>砌漣<EFBFBD><EFBFBD>銁<EFBFBD><EFBFBD><EFBFBD><EFBFBD>典嘀銝?*<2A><>憭齿<E686AD><E9BDBF><EFBFBD><EFBFBD><EFBFBD>詨<EFBFBD>**<2A><><EFBFBD>瘙<EFBFBD><E79899><EFBFBD>舀<EFBFBD><E88880>舀沲<E88880><E6B2B2><EFBFBD>憿餉圾<E9A489>喟<EFBFBD><E5969F>喲睸<E596B2>烐<EFBFBD><E78390>?
 
-### **NFR-1: 部署模式灵活性 (Deployment Flexibility)**
+### **NFR-1: <EFBFBD>函蔡璅∪<EFBFBD><EFBFBD>菜暑<EFBFBD>?(Deployment Flexibility)**
 
-产品必须支持以下四种部署形态，以满足不同客户（尤其是医院）对数据安全和合规性的严苛要求。
+鈭批<EFBFBD>敹<EFBFBD>◆<EFBFBD>舀<EFBFBD>隞乩<EFBFBD><EFBFBD>𤤿<EFBFBD><EFBFBD>函蔡敶Ｘ<EFBFBD><EFBFBD><EFBFBD>隞交說頞喃<EFBFBD><EFBFBD><EFBFBD>恥<EFBFBD>瘀<EFBFBD>撠文<EFBFBD><EFBFBD>臬龫<EFBFBD>ｇ<EFBFBD>撖寞㺭<EFBFBD>桀<EFBFBD><EFBFBD>典<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>抒<EFBFBD>銝亥<EFBFBD>閬<EFBFBD><EFBFBD><EFBFBD>?
 
-| 部署形态 | 描述 | 关键要求 |
+| <EFBFBD>函蔡敶Ｘ<EFBFBD>?| <20>讛膩 | <20>喲睸閬<E79DB8><E996AC> |
 | :---- | :---- | :---- |
-| **云端SaaS版** | (默认) 产品部署在公有云，用户通过浏览器按需订阅使用。 | 必须支持多租户、高可用。 |
-| **私有化部署** | (医院/机构) 将**整个平台**或**指定模块**（如DC, SSA）部署在客户的内网服务器上。 | 必须提供容器化（Docker/K8s）的一键部署方案。数据100%不出内网。 |
-| **单机版** | (个人医生) 提供**可安装的桌面应用(Windows/Mac)**，针对DC、SSA、ASL等核心模块。 | **数据100%本地化**。文献、病例原始文件严禁上传。必须支持离线运行（如DC, SSA）。 *(例外：ASL模块可受控调用云端LLM，但仅限发送"摘要"而非"原文")* |
+| **鈭𤑳垢SaaS<EFBFBD>?* | (暺䁅恕) 鈭批<E988AD><E689B9>函蔡<E587BD>典<EFBFBD><E585B8>劐<EFBFBD>嚗𣬚鍂<F0A3AC9A>琿<EFBFBD>朞<EFBFBD>瘚讛<E7989A><E8AE9B>冽<EFBFBD><E586BD><EFBFBD>霈ａ<E99C88>雿輻鍂<E8BCBB>?| 敹<>◆<EFBFBD>舀<EFBFBD>憭𡁶<E686AD><F0A181B6>瑯<EFBFBD><E791AF><EFBFBD><EFBFBD>舐鍂<E88890>?|
+| **蝘<EFBFBD><EFBFBD><EFBFBD>㚚<EFBFBD>蝵?* | (<28>駁堺/<2F>箸<EFBFBD>) 撠?*<2A>港葵撟喳蝱**<EFBFBD>?*<2A><><EFBFBD>璅∪<E79285>**嚗<><E59A97>DC, SSA嚗厰<E59A97>蝵脣銁摰Ｘ<E691B0><EFBCB8><EFBFBD><EFBFBD>蝵烐<E89DB5><E78390>∪膥銝𨳍<E98A9D>?| 敹<>◆<EFBFBD>𣂷<EFBFBD>摰孵膥<E5ADB5>吔<EFBFBD>Docker/K8s嚗厩<E59A97>銝<EFBFBD><E98A9D>桅<EFBFBD>蝵脫䲮獢<E4B2AE><E78DA2><EFBFBD>㺭<EFBFBD>?00%銝滚枂<E6BB9A><E69E82><EFBFBD><EFBFBD>?|
+| **<EFBFBD>閙㦤<EFBFBD>?* | (銝芯犖<E88AAF>餌<EFBFBD>) <20>𣂷<EFBFBD>**<2A>臬<EFBFBD>鋆<EFBFBD><E98B86>獢屸𢒰摨𠉛鍂(Windows/Mac)**嚗屸<E59A97>撖道C<E98193><43>SA<53><41>SL蝑㗇瓲敹<E793B2>芋<EFBFBD>𨰜<EFBFBD>?| **<EFBFBD>唳旿100%<25>砍𧑐<E7A08D>?*<2A><><EFBFBD><EFBFBD>柴<EFBFBD><E69FB4><EFBFBD>靘见<E99D98>憪𧢲<E686AA>隞嗡艇蝳<E88987><E89DB3>隡𨬭<E99AA1><F0A8ACAD><EFBFBD>憿餅𣈲<E9A485><F0A388B2>氖蝥輯<E89DA5>銵䕘<E98AB5>憒<EFBFBD>C, SSA嚗剹<E59A97>?*(靘见<E99D98>嚗鋫SL璅∪<E79285><E288AA>臬<EFBFBD><E887AC>扯<EFBFBD><E689AF>其<EFBFBD>蝡烊LM嚗䔶<E59A97>隞<EFBFBD><E99A9E><EFBFBD>煾<EFBFBD>?<3F>䁅<EFBFBD>"<22>屸<EFBFBD>"<22><><EFBFBD>")* |
 
-### **NFR-2: 商业模式可配置 (Commercial Flexibility)**
+### **NFR-2: <EFBFBD><EFBFBD><EFBFBD>璅∪<EFBFBD><EFBFBD>舫<EFBFBD>蝵?(Commercial Flexibility)**
 
-产品架构必须支持销售和市场策略的灵活性。
+鈭批<EFBFBD><EFBFBD>嗆<EFBFBD>敹<EFBFBD>◆<EFBFBD>舀<EFBFBD><EFBFBD><EFBFBD><EFBFBD>桀<EFBFBD>撣<EFBFBD>㦤蝑𣇉裦<EFBFBD><EFBFBD><EFBFBD>瘣餅<EFBFBD>扼<EFBFBD>?
 
-1. **SaaS多版本 (Tiered SaaS)**  
-   * **需求**：云端SaaS版必须支持至少三个等级：**专业版、高级版、旗舰版**。  
-   * **实现**：后端需具备完善的\*\*功能开关(Feature Flag)\*\*系统，能按版本限制用户可用的功能模块、使用次数、AI模型等。  
-2. **模块化售卖 (Modular Sales)**  
-   * **需求**：任何一个功能模块（如F4: AI智能文献）都**必须能**被独立打包，作为单独的产品进行售卖。  
-   * **实现**：技术架构必须是"松耦合"的，确保模块间没有硬依赖。  
+1. **SaaS憭𡁶<EFBFBD><EFBFBD>?(Tiered SaaS)**  
+   * **<EFBFBD><EFBFBD>瘙?*嚗帋<E59A97>蝡特aaS<61><53><EFBFBD>憿餅𣈲<E9A485><F0A388B2>秐撠睲<E692A0>銝芰<E98A9D>蝥改<E89DA5>**銝㮖<E98A9D><E3AE96><EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝥抒<E89DA5><E68A92><EFBFBD><EFBFBD><EFBFBD>啁<EFBFBD>**<2A>? 
+   * **摰䂿緵**嚗𡁜<E59A97>蝡舫<E89DA1><E888AB>瑕<EFBFBD>摰<EFBFBD><E691B0><EFBFBD><EFBFBD>*\*<2A>蠘<EFBFBD>撘<EFBFBD><E69298>?Feature Flag)\*\*蝟餌<E89D9F>嚗諹<E59A97><E8ABB9>厩<EFBFBD><E58EA9>祇<EFBFBD><E7A587>嗥鍂<E597A5>瑕虾<E79195>函<EFBFBD><E587BD>蠘<EFBFBD>璅∪<E79285><E288AA><EFBFBD>蝙<EFBFBD>冽活<E586BD>啜<EFBFBD><E5959C>I璅∪<E79285>蝑剹<E89D91>? 
+2. **璅∪<EFBFBD><EFBFBD>硋睸<EFBFBD>?(Modular Sales)**  
+   * **<EFBFBD><EFBFBD>瘙?*嚗帋遙雿蓥<E99BBF>銝芸<E98A9D><E88AB8>賣芋<E8B3A3>梹<EFBFBD>憒<EFBFBD>4: AI<41>箄<EFBFBD><E7AE84><EFBFBD>讃嚗厰<E59A97>**敹<>◆<EFBFBD>?*鋡怎𡠺蝡𧢲<E89DA1><F0A7A2B2><EFBFBD><EFBFBD>雿靝蛹<E99D9D>閧𡠺<E996A7><F0A1A0BA>漣<EFBFBD><E6BCA3><EFBFBD>銵<EFBFBD>睸<EFBFBD>硔<EFBFBD>? 
+   * **摰䂿緵**嚗𡁏<E59A97><F0A1818F>舀沲<E88880><E6B2B2><EFBFBD>憿餅糓"<22>曇<EFBFBD>血<EFBFBD>"<22><><EFBFBD>蝖桐<E89D96>璅∪<E79285><E288AA>湔瓷<E6B994>厩′靘肽<E99D98><E882BD>? 
 3. **AI<41>鞉𧋦<E99E89>舀綉 (Configurable AI)**  
-   * **需求**：为应对不同客户的成本敏感度，平台必须支持**动态切换**后端的大语言模型。  
-   * **实现**：例如，专业版用户默认调用成本较低的DeepSeek，旗舰版用户可调用更高质量的Claude或GPT。
+   * **<EFBFBD><EFBFBD>瘙?*嚗帋蛹摨𥪜笆銝滚<E98A9D>摰Ｘ<E691B0><EFBCB8><EFBFBD><EFBFBD><EFBFBD>祆<EFBFBD><E7A586>笔漲嚗<E6BCB2>像<EFBFBD>啣<EFBFBD>憿餅𣈲<E9A485>?*<2A>冽<EFBFBD><E586BD><EFBFBD><EFBFBD>?*<2A>𡒊垢<F0A1928A><E59EA2>之霂剛<E99C82>璅∪<E79285><E288AA>? 
+   * **摰䂿緵**嚗帋<E59A97>憒<EFBFBD><E68692>銝㮖<E98A9D><E3AE96><EFBFBD>鍂<EFBFBD>琿<EFBFBD>霈方<E99C88><E696B9>冽<EFBFBD><E586BD>祈<EFBFBD>雿𡒊<E99BBF>DeepSeek嚗峕<E59A97><E5B395>啁<EFBFBD><E59581>冽<EFBFBD><E586BD>航<EFBFBD><E888AA>冽凒擃䁅捶<E48185>讐<EFBFBD>Claude<64>𨰦PT<50>?
 
 ### **NFR-3: 撟喳蝱銝擧<E98A9D>扯<EFBFBD> (Platform & Performance)**
 
-1. **平台兼容性**：  
-   * Web版：必须支持所有现代浏览器（Chrome, Edge, Firefox, Safari）。  
-   * 单机版：必须支持 **Windows 10 (64位)及以上** 和 **macOS (Intel & Apple Silicon)**。  
-   * **【重点】明确不支持**：为保证产品稳定性和数据安全，单机版**不支持**任何32位操作系统及Windows 7等已停止服务的系统。  
-2. **数据处理性能 (DC模块)**：  
-   * 产品（尤其是单机版）必须能稳定处理百万行级别的多表Excel数据，**严禁**因内存溢出而导致程序崩溃。  
-   * 产品（服务器版）在处理相同数据时，应追求极致效率，在数分钟内完成处理。  
-3. **文本提取质量 (DC模块)**：  
-   * 产品必须能提供高准确率的医学文本提取。  
-   * **服务器版（最优解）**：应使用SOTA（业界顶尖）的LLM（如Claude 3）以保证最高质量。  
-   * **单机版（妥协解）**：为保证数据隐私，必须使用100%本地运行的NLP模型（如spaCy），在保护隐私的前提下尽力提高准确率。
+1. **撟喳蝱<EFBFBD>澆捆<EFBFBD>?*嚗? 
+   * Web<EFBFBD><EFBFBD><EFBFBD>敹<EFBFBD>◆<EFBFBD>舀<EFBFBD><EFBFBD><EFBFBD><EFBFBD>厩緵隞<EFBFBD><EFBFBD>閫<EFBFBD>膥嚗㇃hrome, Edge, Firefox, Safari嚗剹<EFBFBD>? 
+   * <EFBFBD>閙㦤<EFBFBD><EFBFBD><EFBFBD>敹<EFBFBD>◆<EFBFBD>舀<EFBFBD> **Windows 10 (64雿?<3F>𠹺誑銝?* <20>?**macOS (Intel & Apple Silicon)**<EFBFBD>? 
+   * **<EFBFBD>鞾<EFBFBD><EFBFBD>嫘<EFBFBD>烐<EFBFBD>蝖桐<EFBFBD><EFBFBD>舀<EFBFBD>**嚗帋蛹靽肽<E99DBD>鈭批<E988AD>蝔喳<E89D94><E596B3>批<EFBFBD><E689B9>唳旿摰匧<E691B0>嚗<EFBFBD><E59A97><EFBFBD>箇<EFBFBD>**銝齿𣈲<E9BDBF>?*隞颱<E99A9E>32雿齿<E99BBF>雿𦦵頂蝏笔<E89D8F>Windows 7蝑匧歇<E58CA7>𨀣迫<F0A880A3>滚𦛚<E6BB9A><F0A69B9A>頂蝏麄<E89D8F>? 
+2. **<EFBFBD>唳旿憭<EFBFBD><EFBFBD><EFBFBD>扯<EFBFBD> (DC璅∪<E79285>)**嚗? 
+   * 鈭批<EFBFBD>嚗<EFBFBD>陘<EFBFBD>嗆糓<EFBFBD>閙㦤<EFBFBD><EFBFBD><EFBFBD>敹<EFBFBD>◆<EFBFBD>賜迅摰𡁜<EFBFBD><EFBFBD><EFBFBD>蓡銝<EFBFBD><EFBFBD>蝥批<EFBFBD><EFBFBD><EFBFBD><EFBFBD>銵汞xcel<EFBFBD>唳旿嚗?*銝亦<E98A9D>**<2A>惩<EFBFBD>摮䀹滯<E480B9>箄<EFBFBD><E7AE84>紡<EFBFBD>渡<EFBFBD>摨誩援皞<E68FB4><E79A9E>? 
+   * 鈭批<EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>∪膥<EFBFBD><EFBFBD><EFBFBD><EFBFBD>典<EFBFBD><EFBFBD><EFBFBD>㮾<EFBFBD>峕㺭<EFBFBD>格𧒄嚗<EFBFBD><EFBFBD>餈賣<EFBFBD><EFBFBD><EFBFBD>稲<EFBFBD><EFBFBD><EFBFBD>嚗<EFBFBD>銁<EFBFBD>啣<EFBFBD><EFBFBD>笔<EFBFBD>摰峕<EFBFBD>憭<EFBFBD><EFBFBD><EFBFBD>? 
+3. **<EFBFBD><EFBFBD>𧋦<EFBFBD>𣂼<EFBFBD>韐券<EFBFBD> (DC璅∪<E79285>)**嚗? 
+   * 鈭批<EFBFBD>敹<EFBFBD>◆<EFBFBD>賣<EFBFBD>靘偦<EFBFBD><EFBFBD><EFBFBD>＆<EFBFBD><EFBFBD><EFBFBD><EFBFBD>餃郎<EFBFBD><EFBFBD>𧋦<EFBFBD>𣂼<EFBFBD><EFBFBD>? 
+   * **<EFBFBD>滚𦛚<EFBFBD>函<EFBFBD>嚗<EFBFBD><EFBFBD>隡䁅圾嚗?*嚗𡁜<E59A97>雿輻鍂SOTA嚗<41><E59A97><EFBFBD>屸▲撠吔<E692A0><E59094><EFBFBD>LM嚗<4D><E59A97>Claude 3嚗劐誑靽肽<E99DBD><E882BD><EFBFBD>擃䁅捶<E48185>譌<EFBFBD>? 
+   * **<EFBFBD>閙㦤<EFBFBD><EFBFBD><EFBFBD>憒亙<EFBFBD>閫<EFBFBD><EFBFBD>**嚗帋蛹靽肽<E99DBD><E882BD>唳旿<E594B3>鞟<EFBFBD>嚗<EFBFBD><E59A97>憿颱蝙<E9A2B1>?00%<25>砍𧑐餈鞱<E9A488><E99EB1><EFBFBD>LP璅∪<E79285>嚗<EFBFBD><E59A97>spaCy嚗㚁<E59A97><E39A81>其<EFBFBD><E585B6>日<EFBFBD>蝘<EFBFBD><E89D98><EFBFBD>齿<EFBFBD>銝见偷<E8A781>𥟇<EFBFBD>擃睃<E69383>蝖桃<E89D96><E6A183>?