HaHafeng
1b53ab9d52
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%)
111 lines
1.9 KiB
Markdown
111 lines
1.9 KiB
Markdown
# DC - 鏁版嵁娓呮礂鏁寸悊
|
||
|
||
> **妯″潡浠ｅ彿锛?* DC (Data Cleaning)
|
||
> **寮€鍙戠姸鎬侊細** 鈴?瑙勫垝涓?
|
||
> **鍟嗕笟浠峰€硷細** 猸愨瓙猸愨瓙猸?鍙<>嫭绔嬪敭鍗?
|
||
> **鐙<>珛鎬э細** 猸愨瓙猸愨瓙猸?
|
||
> **浼樺厛绾э細** P1
|
||
|
||
---
|
||
|
||
## 馃搵 妯″潡姒傝堪
|
||
|
||
鏁版嵁娓呮礂鏁寸悊妯″潡鎻愪緵涓撲笟宸ュ叿锛屽<EFBFBD>鐞嗗尰闄㈠<EFBFBD>鍑虹殑娴烽噺锛堢櫨涓囪<EFBFBD>绾э級銆佸<EFBFBD>琛ㄦ牸鐨凟xcel鏁版嵁銆?
|
||
|
||
**鏍稿績浠峰€硷細** 鏍稿績宸<E7B8BE>紓鍖栧姛鑳斤紝瑙ｅ喅鍖诲<E98D96>绉戠爺鐥涚偣
|
||
|
||
---
|
||
|
||
## 馃幆 鏍稿績鍔熻兘
|
||
|
||
### 1. 琛ㄦ牸ETL锛堥噸鐐癸級
|
||
- 澶氬紶Excel琛ㄦ牸瀵煎叆
|
||
- 鎸?鎮ｈ€匢D"鍜?鏃堕棿"鑷<>姩JOIN
|
||
- 閲嶇粍涓哄共鍑€鐨勫垎鏋愬<E98F8B>琛?
|
||
|
||
### 2. 鏂囨湰鎻愬彇锛圢ER锛夛紙閲嶇偣锛?
|
||
- 浠庣梾鐞嗘姤鍛婃彁鍙栫粨鏋勫寲瀛楁<E7809B>
|
||
- 浠庝綇闄㈠皬缁撴彁鍙栧叧閿<E58FA7>俊鎭?
|
||
- TNM鍒嗘湡鑷<E6B9A1>姩璇嗗埆
|
||
|
||
### 3. 鏁版嵁璐ㄩ噺鎶ュ憡
|
||
- 缂哄け鍊肩粺璁?
|
||
- 寮傚父鍊兼<E98D8A>娴?
|
||
- 鏁版嵁璐ㄩ噺璇勫垎
|
||
|
||
### 4. 瀵煎嚭鏍囧噯鍖栨暟鎹?
|
||
- Excel瀵煎嚭
|
||
- SPSS鏍煎紡
|
||
- R璇<52>█鏍煎紡
|
||
|
||
---
|
||
|
||
## 馃搨 鏂囨。缁撴瀯
|
||
|
||
```
|
||
DC-鏁版嵁娓呮礂鏁寸悊/
|
||
鈹溾攢鈹€ [AI瀵规帴] DC蹇<43>€熶笂涓嬫枃.md # 鈴?寰呭垱寤?
|
||
鈹溾攢鈹€ 00-椤圭洰姒傝堪/
|
||
鈹? 鈹斺攢鈹€ 01-浜у搧闇€姹傛枃妗?PRD).md # 鈴?寰呭垱寤?
|
||
鈹溾攢鈹€ 01-璁捐<E79281>鏂囨。/
|
||
鈹? 鈹溾攢鈹€ 01-ETL寮曟搸璁捐<E79281>.md # 鈴?寰呭垱寤?
|
||
鈹? 鈹斺攢鈹€ 02-鍖诲<E98D96>NLP璁捐<E79281>.md # 鈴?寰呭垱寤?
|
||
鈹斺攢鈹€ README.md # 鉁?褰撳墠鏂囨。
|
||
```
|
||
|
||
---
|
||
|
||
## 馃敆 渚濊禆鐨勯€氱敤鑳藉姏
|
||
|
||
- **LLM缃戝叧** - 鍖诲<E98D96>NER鎻愬彇锛堜簯绔<E7B0AF>増锛?
|
||
- **鏂囨。澶勭悊寮曟搸** - Excel/Docx璇诲彇
|
||
- **ETL寮曟搸** - 鏁版嵁娓呮礂鍜岃浆鎹?
|
||
- **鍖诲<E98D96>NLP寮曟搸** - 瀹炰綋璇嗗埆锛堝崟鏈虹増锛?
|
||
|
||
---
|
||
|
||
## 馃幆 鍟嗕笟妯″紡
|
||
|
||
**鐩<>爣瀹㈡埛锛?* 涓村簥绉戝<E7BB89>銆佹暟鎹<E69A9F><E98EB9>鐞嗗憳
|
||
**鍞<>崠鏂瑰紡锛?* 鐙<>珛浜у搧
|
||
**瀹氫环绛栫暐锛?* 鎸夐」鐩<E3808D>暟鎴栦竴娆℃€<E28483>icense
|
||
|
||
---
|
||
|
||
## 鈿狅笍 鎶€鏈<E282AC>毦鐐?
|
||
|
||
1. **澶ф暟鎹<E69A9F><E98EB9>鐞?* - 鐧句竾琛屾暟鎹<E69A9F>殑鍐呭瓨绠＄悊
|
||
2. **闅愮<E99785>淇濇姢** - 鍗曟満鐗堝繀椤?00%鏈<>湴鍖?
|
||
3. **NER鍑嗙‘鐜?* - 鍖诲<E98D96>鏈<EFBFBD><E98F88>澶嶆潅
|
||
|
||
---
|
||
|
||
**鏈€鍚庢洿鏂帮細** 2025-11-06
|
||
**缁存姢浜猴細** 鎶€鏈<E282AC>灦鏋勫笀
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|