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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# 鏂囨。澶勭悊寮曟搸
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> **能力定位：** 通用能力层
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> **复用率：** 86% (6个模块依赖)
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> **鑳藉姏瀹氫綅锛?* 閫氱敤鑳藉姏灞?
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> **澶嶇敤鐜囷細** 86% (6涓<EFBFBD>ā鍧椾緷璧?
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> **浼樺厛绾э細** P0
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> **状态：** ✅ 已实现（Python微服务）
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> **鐘舵€侊細** 鉁?宸插疄鐜帮紙Python寰<6E>湇鍔★級
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---
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## 馃搵 鑳藉姏姒傝堪
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鏂囨。澶勭悊寮曟搸鏄<EFBFBD>钩鍙扮殑鏍稿績鍩虹<EFBFBD>鑳藉姏锛岃礋璐ｏ細
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- 多格式文档文本提取（PDF、Docx、Txt、Excel）
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- 澶氭牸寮忔枃妗ｆ枃鏈<EFBFBD>彁鍙栵紙PDF銆丏ocx銆乀xt銆丒xcel锛?
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- OCR澶勭悊
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- 琛ㄦ牸鎻愬彇
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- 语言检测
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- 璇<EFBFBD>█妫€娴?
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- 璐ㄩ噺璇勪及
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---
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## 馃搳 渚濊禆妯″潡
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**6个模块依赖（86%复用率）：**
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1. **ASL** - AI智能文献（文献PDF提取）
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**6涓<EFBFBD>ā鍧椾緷璧栵紙86%澶嶇敤鐜囷級锛?*
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1. **ASL** - AI鏅鸿兘鏂囩尞锛堟枃鐚甈DF鎻愬彇锛?
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2. **PKB** - 涓<>汉鐭ヨ瘑搴擄紙鐭ヨ瘑搴撴枃妗ｄ笂浼狅級
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3. **DC** - 数据清洗（Excel/Docx数据导入）
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3. **DC** - 鏁版嵁娓呮礂锛圗xcel/Docx鏁版嵁瀵煎叆锛?
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4. **SSA** - 鏅鸿兘缁熻<E7BC81>鍒嗘瀽锛堟暟鎹<E69A9F><E98EB9>鍏ワ級
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5. **ST** - 缁熻<E7BC81>鍒嗘瀽宸ュ叿锛堟暟鎹<E69A9F><E98EB9>鍏ワ級
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6. **RVW** - 绋夸欢瀹℃煡锛堢ǹ浠舵枃妗ｆ彁鍙栵級
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@@ -35,36 +35,36 @@
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### 1. PDF鎻愬彇
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- **Nougat**锛氳嫳鏂囧<E98F82>鏈<EFBFBD><E98F88>鏂囷紙楂樿川閲忥級
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- **PyMuPDF**锛氫腑鏂嘝DF + 鍏滃簳鏂规<E98F82>锛堝揩閫燂級
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- **语言检测**：自动识别中英文
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- **质量评估**：提取质量评分
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- **璇<EFBFBD>█妫€娴?*锛氳嚜鍔ㄨ瘑鍒<E79891>腑鑻辨枃
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- **璐ㄩ噺璇勪及**锛氭彁鍙栬川閲忚瘎鍒?
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### 2. Docx鎻愬彇
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- **Mammoth**锛氳浆Markdown
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- **python-docx**锛氱粨鏋勫寲璇诲彇
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### 3. Txt鎻愬彇
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- **多编码支持**：UTF-8、GBK等
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- **chardet**：自动检测编码
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- **澶氱紪鐮佹敮鎸?*锛歎TF-8銆丟BK绛?
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- **chardet**锛氳嚜鍔ㄦ<EFBFBD>娴嬬紪鐮?
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### 4. Excel澶勭悊
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- **openpyxl**锛氳<E9949B>鍙朎xcel
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- **pandas**：数据处理
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- **pandas**锛氭暟鎹<EFBFBD><EFBFBD>鐞?
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---
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## 🏗️ 技术架构
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## 馃彈锔?鎶€鏈<E282AC>灦鏋?
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**Python寰<6E>湇鍔★紙FastAPI锛夛細**
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```
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extraction_service/
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├── main.py (509行) - FastAPI主服务
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鈹溾攢鈹€ main.py (509琛? - FastAPI涓绘湇鍔?
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鈹溾攢鈹€ services/
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│ ├── pdf_extractor.py (242行) - PDF提取总协调
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│ ├── pdf_processor.py (280行) - PyMuPDF实现
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│ ├── language_detector.py (120行) - 语言检测
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│ ├── nougat_extractor.py (242行) - Nougat实现
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│ ├── docx_extractor.py (253行) - Docx提取
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│ └── txt_extractor.py (316行) - Txt提取（多编码）
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鈹? 鈹溾攢鈹€ pdf_extractor.py (242琛? - PDF鎻愬彇鎬诲崗璋?
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鈹? 鈹溾攢鈹€ pdf_processor.py (280琛? - PyMuPDF瀹炵幇
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鈹? 鈹溾攢鈹€ language_detector.py (120琛? - 璇<EFBFBD>█妫€娴?
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鈹? 鈹溾攢鈹€ nougat_extractor.py (242琛? - Nougat瀹炵幇
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鈹? 鈹溾攢鈹€ docx_extractor.py (253琛? - Docx鎻愬彇
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鈹? 鈹斺攢鈹€ txt_extractor.py (316琛? - Txt鎻愬彇锛堝<EFBFBD>缂栫爜锛?
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鈹斺攢鈹€ requirements.txt
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```
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@@ -77,7 +77,7 @@ POST /api/extract/pdf - PDF文本提取
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POST /api/extract/docx - Docx鏂囨湰鎻愬彇
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POST /api/extract/txt - Txt鏂囨湰鎻愬彇
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POST /api/extract/excel - Excel琛ㄦ牸鎻愬彇
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GET /health - 健康检查
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GET /health - 鍋ュ悍妫€鏌?
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```
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---
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