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%)
1.9 KiB
1.9 KiB
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<EFBFBD>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<EFBFBD>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<EFBFBD>
- 浠庝綇闄㈠皬缁撴彁鍙栧叧閿<EFBFBD>俊鎭?
- TNM鍒嗘湡鑷<EFBFBD>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<EFBFBD>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<EFBFBD>█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<EFBFBD>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<EFBFBD>爣瀹㈡埛锛? 涓村簥绉戝<E7BB89>銆佹暟鎹<E69A9F><E98EB9>鐞嗗憳
*鍞<EFBFBD>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?
- *澶ф暟鎹<EFBFBD><EFBFBD>鐞? - 鐧句竾琛屾暟鎹<E69A9F>殑鍐呭瓨绠$悊
- 闅愮<EFBFBD>淇濇姢 - 鍗曟満鐗堝繀椤?00%鏈<>湴鍖?
- *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