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%)
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# SSA - 鏅鸿兘缁熻<E7BC81>鍒嗘瀽
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> **模块代号:** SSA (Smart Statistical Analysis)
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> **开发状态:** ⏳ 规划中
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> **商业价值:** ⭐⭐⭐⭐⭐ 刚需
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> **妯″潡浠e彿锛?* SSA (Smart Statistical Analysis)
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> **寮€鍙戠姸鎬侊細** 鈴?瑙勫垝涓?
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> **鍟嗕笟浠峰€硷細** 猸愨瓙猸愨瓙猸?鍒氶渶
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> **鐙<>珛鎬э細** 猸愨瓙猸愨瓙
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> **浼樺厛绾э細** P2
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@@ -10,24 +10,24 @@
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## 馃搵 妯″潡姒傝堪
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智能统计分析模块提供3条核心分析路径,实现从数据上传到报告导出的完整流程。
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鏅鸿兘缁熻<EFBFBD>鍒嗘瀽妯″潡鎻愪緵3鏉℃牳蹇冨垎鏋愯矾寰勶紝瀹炵幇浠庢暟鎹<EFBFBD>笂浼犲埌鎶ュ憡瀵煎嚭鐨勫畬鏁存祦绋嬨€?
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---
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## 🎯 核心功能(3条路径)
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## 馃幆 鏍稿績鍔熻兘锛?鏉¤矾寰勶級
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### 1. 闃熷垪鐮旂┒鍒嗘瀽
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- 鍩虹嚎鐗瑰緛鍒嗘瀽
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- 生存分析(Kaplan-Meier)
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- 鐢熷瓨鍒嗘瀽锛圞aplan-Meier锛?
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- Cox鍥炲綊
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### 2. 棰勬祴妯″瀷鏋勫缓
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- 变量筛选
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- 鍙橀噺绛涢€?
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- 妯″瀷鏋勫缓锛圠ogistic鍥炲綊銆侀殢鏈烘.鏋楋級
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- 模型验证(ROC曲线)
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- 妯″瀷楠岃瘉锛圧OC鏇茬嚎锛?
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### 3. RCT鐮旂┒鍒嗘瀽
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- 随机化检查
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- 闅忔満鍖栨<EFBFBD>鏌?
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- 鐤楁晥鍒嗘瀽
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- 浜氱粍鍒嗘瀽
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@@ -37,10 +37,10 @@
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```
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SSA-鏅鸿兘缁熻<E7BC81>鍒嗘瀽/
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├── [AI对接] SSA快速上下文.md # ⏳ 待创建
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鈹溾攢鈹€ [AI瀵规帴] SSA蹇<EFBFBD>€熶笂涓嬫枃.md # 鈴?寰呭垱寤?
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鈹溾攢鈹€ 00-椤圭洰姒傝堪/
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│ └── 01-产品需求文档(PRD).md # ⏳ 待创建
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└── README.md # ✅ 当前文档
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鈹? 鈹斺攢鈹€ 01-浜у搧闇€姹傛枃妗?PRD).md # 鈴?寰呭垱寤?
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鈹斺攢鈹€ README.md # 鉁?褰撳墠鏂囨。
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```
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---
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@@ -48,15 +48,15 @@ SSA-智能统计分析/
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## 馃敆 渚濊禆鐨勯€氱敤鑳藉姏
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- **鏂囨。澶勭悊寮曟搸** - 鏁版嵁瀵煎叆
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- **ETL引擎** - 数据预处理
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- **ETL寮曟搸** - 鏁版嵁棰勫<EFBFBD>鐞?
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---
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## 🏗️ 技术栈
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## 馃彈锔?鎶€鏈<E282AC>爤
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- **R璇<52>█** - 缁熻<E7BC81>鍒嗘瀽鏍稿績
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- **Plumber** - R鏆撮湶涓篈PI
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- **Node.js** - 粘合层
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- **Node.js** - 绮樺悎灞?
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---
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