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%)
17 KiB
17 KiB
AIclinicalresearch 鏂囨。姊崇悊涓庡樊寮傚垎鏋?
*鏂囨。鐗堟湰锛? v1.0
*鍒涘缓鏃ユ湡锛? 2025-11-06
缁存姢鑰咃細 椤圭洰鍥㈤槦
鏈€鍚庢洿鏂帮細 2025-11-06
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| 浜у搧闇€姹傛枃妗?PRD).md | 鈿狅笍 鏃х増 | 2025-10-10 | 浠呭寘鍚獳I闂<EFBFBD>瓟銆佺煡璇嗗簱銆侀」鐩<EFBFBD><EFBFBD>鐞? | 鉂?*闇€瑕佹洿鏂? |
| 鎶€鏈<EFBFBD>灦鏋勬€昏<EFBFBD>.md | 鈿狅笍 鏃х増 | 2025-10-10 | 鍩轰簬Dify+LobeChat鐨勭畝鍖栨灦鏋? | 鉂?*闇€瑕佹洿鏂? |
| AI鏅鸿兘鏂囩尞PRD锛?锛?浜у搧姒傝<E5A792>.md | 鈿狅笍 閮ㄥ垎鏃? | 2025-10-21 | 6澶фā鍧楋紙鐮旂┒鏂规<EFBFBD>銆佹<EFBFBD>绱€€佸垵绛涖€佸<EFBFBD>绛涖€佹彁鍙栥€佸垎鏋愶級 | 鈿狅笍 閮ㄥ垎绗﹀悎锛岄渶鏁村悎 |
| AI鏅鸿兘鏂囩尞PRD锛?锛?鍒濈瓫涓庡<E6B693>绛?md | 鈿狅笍 閮ㄥ垎鏃? | 2025-10-21 | 鍒濈瓫鍜屽<EFBFBD>绛涜<EFBFBD>缁嗚<EFBFBD>璁? | 鈿狅笍 閮ㄥ垎绗﹀悎锛岄渶鏁村悎 |
| AI鏅鸿兘鏂囩尞PRD锛?锛?鎻愬彇涓庡垎鏋愭ā鍧?md | 鈿狅笍 閮ㄥ垎鏃? | 2025-10-21 | 鎻愬彇鍜屽垎鏋愯<EFBFBD>缁嗚<EFBFBD>璁? | 鈿狅笍 閮ㄥ垎绗﹀悎锛岄渶鏁村悎 |
| 绯荤粺鎬讳綋鏋舵瀯璁捐<EFBFBD>.md | 鈿狅笍 鍗犱綅 | 2025-10-29 | 鍗犱綅鏂囨。锛屽緟瀹屽杽 | 鉂?*闇€瑕侀噸鍐? |
| 璁捐<EFBFBD>鏂囨。瀹屾垚鎬荤粨.md | 鈿狅笍 鏃х増 | 2025-10-10 | 鍩轰簬鏃х増PRD鐨勬€荤粨 | 鉂?*闇€瑕佹洿鏂? |
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| 绯荤粺鏋舵瀯/01-绯荤粺鎬讳綋鏋舵瀯璁捐<E79281>.md | 鈿狅笍 鍗犱綅 | 2025-10-29 | 鍗犱綅鏂囨。 | 鉂?*闇€瑕侀噸鍐? |
| 绯荤粺鏋舵瀯/04-杩愯惀绠＄悊绔<E6828A>灦鏋勮<E98F8B>璁?md | 鈿狅笍 鍗犱綅 | 2025-10-29 | 鍗犱綅鏂囨。 | 鉂?*闇€瑕侀噸鍐? |
| 绯荤粺鏋舵瀯/05-閮ㄧ讲鏋舵瀯璁捐<E79281>.md | 鈿狅笍 鍗犱綅 | 2025-10-29 | 鍗犱綅鏂囨。 | 鉂?*闇€瑕侀噸鍐欙紙鍏抽敭锛? |
3. AI鏅鸿兘鏂囩尞 鏂囦欢澶?
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| 鎵€鏈夋枃妗? | 鈿狅笍 閮ㄥ垎鏃? | 2025-10-29 | 鍩轰簬Web鐗堢殑AI鏅鸿兘鏂囩尞璁捐<EFBFBD> | 鈿狅笍 缂哄皯鍗曟満鐗堛€佺<EFBFBD>鏈夊寲閮ㄧ讲鑰冭檻 |
4. 07-閮ㄧ讲鏂囨。 鏂囦欢澶?
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| 鏈<EFBFBD>湴鍖栭儴缃叉柟妗?md | 鈿狅笍 鍗犱綅 | 2025-10-29 | 鍗犱綅鏂囨。 | 鉂?*闇€瑕侀噸鍐欙紙鍏抽敭锛? |
| 妯″潡鐙<EFBFBD>珛閮ㄧ讲鎸囧崡.md | 鈿狅笍 鍗犱綅 | 2025-10-29 | 鍗犱綅鏂囨。 | 鉂?*闇€瑕侀噸鍐欙紙鍏抽敭锛? |
5. 05-姣忔棩杩涘害 鏂囦欢澶?
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| 鈿狅笍 鍘嗗彶璁板綍 | 璁板綍浜咥I闂<EFBFBD>瓟+鐭ヨ瘑搴撶殑寮€鍙戝巻鍙诧紙Day04-Day31锛夛紝鍩轰簬鏃х増PRD |
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- 鍓嶇<E98D93>锛歊eact/Vue锛圵eb + Electron澶嶇敤锛?
- API缃戝叧锛歂ode.js
- 缁熻<E7BC81>鍒嗘瀽锛圫SA锛夛細R璇<52>█ + Plumber API 鉂?鏃ф枃妗ｇ己澶?
- 鏁版嵁娓呮礂锛圖C锛夛細Python + Polars/Pandas + FastAPI 鉂?鏃ф枃妗ｇ己澶?
- 閮ㄧ讲锛欴ocker + Kubernetes 鈿狅笍 鏃ф枃妗ｄ粎Docker
- 鍗曟満鐗堬細Electron + 鏈<>湴R/Python瀛愯繘绋?鉂?鏃ф枃妗ｅ畬鍏ㄧ己澶?
*褰卞搷锛?
- 鉂?鏃х増鏋舵瀯璁捐<E79281>**鏈<>€冭檻R璇<52>█鍜孭ython寰<6E>湇鍔?*鐨勯泦鎴?
- 鉂?鏃х増鏋舵瀯璁捐<E79281>鏈<EFBFBD>€冭檻Kubernetes缂栨帓
- 鉂?鏃х増鏋舵瀯璁捐<E79281>**瀹屽叏缂哄皯Electron鍗曟満鐗?*鐨勬妧鏈<E5A6A7>柟妗?
- 鉂?鏃х増鏋舵瀯璁捐<E79281>鏈<EFBFBD>€冭檻API缃戝叧鐨勫紩鍏?
宸<EFBFBD>紓5锛氭暟鎹<EFBFBD>竻娲楁ā鍧楋紙DC锛? 鏍稿績闅剧偣
鏃х増鏂囨。
鐘舵€侊細瀹屽叏缂哄け
鏈€鏂伴渶姹傦紙鎶€鏈<EFBFBD>灦鏋勭櫧鐨<EFBFBD>功绗?鑺傦級
鏁版嵁娓呮礂鏁寸悊 (DC) 妯″潡锛?
1. 娴烽噺琛ㄦ牸ETL锛氬<E9949B>鐞嗙櫨涓囪<E6B693>銆佸<E98A86>琛ㄦ牸鐨凟xcel鏁版嵁
2. 闈炵粨鏋勫寲鏂囨湰NER锛氫粠鐥呯悊鎶ュ憡涓<E686A1>彁鍙栫粨鏋勫寲瀛楁<E7809B>
涓ょ<E6B693>瀹炵幇鏂规<E98F82>锛?
鏂规<E98F82>涓€锛氭湇鍔″櫒鏈€浼樼増锛堜簯绔?绉佹湁鍖栵級
- Python + Polars锛堟浛浠<E6B59B>andas锛?0-100鍊嶉€熷害锛?
- LLM API锛圕laude 3/GPT-4o锛夎繘琛孨ER
- PostgreSQL瀛樺偍缁撴灉
鏂规<E98F82>浜岋細鍗曟満鐗堬紙Desktop-Offline锛?
- Electron + Python瀛愯繘绋?
- SQLite锛堥伩鍏嶅唴瀛樻孩鍑猴級
- spaCy鏈<79>湴NLP妯″瀷锛?00%闅愮<E99785>淇濇姢锛?
*褰卞搷锛?
- 鉂?鏃х増鏁版嵁搴撹<E690B4>璁?瀹屽叏缂哄皯DC妯″潡鐨勮〃缁撴瀯*
- 鉂?鏃х増API璁捐<E79281>*瀹屽叏缂哄皯DC妯″潡鐨勬帴鍙?
- 鉂?鏃х増鎶€鏈<E282AC>爤**鏈<>寘鍚玃ython寰<6E>湇鍔?*
- 鉂?鏃х増鏋舵瀯璁捐<E79281>鏈<EFBFBD>€冭檻Polars銆丼QLite銆乻paCy绛夊叧閿<EFBFBD>妧鏈?
宸<EFBFBD>紓6锛欰I鏅鸿兘鏂囩尞妯″潡锛圓SL锛?
鏃х増鏂囨。锛圓I鏅鸿兘鏂囩尞PRD绯诲垪锛?
鐘舵€侊細鏈夌嫭绔婸RD鏂囨。锛?025-10-21锛?
鍐呭<E98D90>锛?澶фā鍧楋紙鐮旂┒鏂规<E98F82>銆佹<E98A86>绱€€佸垵绛涖€佸<E282AC>绛涖€佹彁鍙栥€佸垎鏋愶級
鏋舵瀯锛氬熀浜嶹eb鐗堢殑璁捐<E79281>
鏈€鏂伴渶姹傦紙澹硅瘉寰<EFBFBD><EFBFBD>鎶€ AI绉戠爺浜у搧闇€姹傛枃妗?md锛?
F4. AI鏅鸿兘鏂囩尞 (ASL)锛?
- 鎻愪緵AI椹卞姩鐨勬枃鐚<E69E83>伐浣滄祦
- 鏅鸿兘妫€绱€€佹爣棰樻憳瑕佸垵绛涖€佸叏鏂囧<E98F82>绛涖€佷俊鎭<E4BF8A>彁鍙?
- 鏀<>寔Meta鍒嗘瀽銆佽瘉鎹<E79889>浘璋辩瓑搴旂敤
- 蹇呴』鏀<E3808F>寔鍗曟満鐗堬紙鏂囩尞鍘熸枃100%涓嶇<E6B693>寮€鐢ㄦ埛鐢佃剳锛?
*褰卞搷锛?
- 鈿狅笍 鐜版湁AI鏅鸿兘鏂囩尞PRD鏂囨。鍐呭<EFBFBD>鍩烘湰绗﹀悎锛屼絾闇€瑕侊細
- 鉂?琛ュ厖**鍗曟満鐗堝疄鐜版柟妗?*锛圗lectron + 鏈<>湴PDF瑙ｆ瀽锛?
- 鉂?琛ュ厖**绉佹湁鍖栭儴缃叉柟妗?*
- 鈿狅笍 鏁村悎鍒?*7澶фā鍧?*鐨勬暣浣撴灦鏋勪腑
宸<EFBFBD>紓7锛氭櫤鑳界粺璁″垎鏋愭ā鍧楋紙SSA锛?
鏃х増鏂囨。
鐘舵€侊細瀹屽叏缂哄け
鏈€鏂伴渶姹?
F1. 鏅鸿兘缁熻<E7BC81>鍒嗘瀽 (SSA)锛?
- 3鏉℃牳蹇冨垎鏋愯矾寰勶細闃熷垪鐮旂┒銆侀<E98A86>娴嬫ā鍨嬨€丷CT鐮旂┒
- 鏁版嵁涓婁紶銆佽川鎺с€佸垎鏋愩€佹姤鍛婂<E98D9B>鍑?
- 蹇呴』鏀<E3808F>寔绉佹湁鍖栭儴缃诧紙鍖婚櫌鍐呯綉锛?
- 蹇呴』鏀<E3808F>寔鍗曟満鐗堬紙鏁版嵁100%鏈<>湴鍖栵級
鎶€鏈<E282AC>疄鐜帮紙鐧界毊涔︼級锛?
- R璇<52>█ + Plumber API锛堟湇鍔″櫒鐗堬級
- R璇<52>█ + Electron瀛愯繘绋嬶紙鍗曟満鐗堬級
*褰卞搷锛?
- 鉂?鏃х増鏂囨。瀹屽叏缂哄皯SSA妯″潡鐨凱RD
- 鉂?鏃х増鏁版嵁搴撹<E690B4>璁?瀹屽叏缂哄皯SSA妯″潡鐨勮〃缁撴瀯*
- 鉂?鏃х増鎶€鏈<E282AC>爤鏈<EFBFBD>寘鍚玆璇<EFBFBD>█
- 鉂?鏃х増鏋舵瀯璁捐<E79281>**鏈<>€冭檻R璇<52>█寰<E29688>湇鍔?*鐨勯泦鎴?
馃搳 鏂囨。绗﹀悎搴﹁瘎鍒?
| 鏂囨。绫诲埆 | 绗﹀悎搴? | 璇存槑 |
|---|---|---|
| *浜у搧闇€姹傛枃妗? | 30% | 浠呰<EFBFBD>鐩?/7妯″潡锛圓IA銆丳KB銆乁AM锛? |
| *鎶€鏈<EFBFBD>灦鏋勬枃妗? | 40% | 鍩虹<EFBFBD>鏋舵瀯姝ｇ‘锛屼絾缂哄皯寰<EFBFBD>湇鍔°€丒lectron銆並8s |
| *鏁版嵁搴撹<EFBFBD>璁? | 35% | 浠呰<EFBFBD>鐩?/7妯″潡鐨勮〃缁撴瀯 |
| API璁捐<EFBFBD> | 35% | 浠呰<EFBFBD>鐩?/7妯″潡鐨勬帴鍙? |
| 鍓嶇<EFBFBD>鏋舵瀯 | 60% | 瀵艰埅缁撴瀯姝ｇ‘锛屼絾缂哄皯閮ㄧ讲妯″紡鑰冭檻 |
| 閮ㄧ讲鏂囨。 | 0% | 瀹屽叏缂哄け锛堝崰浣嶆枃妗ｏ級 |
| AI鏅鸿兘鏂囩尞 | 70% | 鍐呭<EFBFBD>鍩烘湰绗﹀悎锛屼絾缂哄皯鍗曟満鐗堝拰绉佹湁鍖栨柟妗? |
鎬讳綋绗﹀悎搴︼細绾?40%
馃毃 鍏抽敭缂哄け鍐呭<E98D90>娓呭崟
1. 浜у搧闇€姹傚眰闈?
- SSA妯″潡瀹屾暣PRD锛堥槦鍒楃爺绌躲€侀<EFBFBD>娴嬫ā鍨嬨€丷CT鐮旂┒锛?
- ST妯″潡瀹屾暣PRD锛?00+绉嶇粺璁″伐鍏凤級
- DC妯″潡瀹屾暣PRD锛堣〃鏍糆TL + 鏂囨湰NER锛?
- *4绉嶉儴缃叉ā寮忕殑璇︾粏闇€姹傝<EFBFBD>鏄?
- 妯″潡鍖栧敭鍗栫殑鍟嗕笟妯″紡璁捐<EFBFBD>
- *Feature Flag绯荤粺鐨勯渶姹傚畾涔?
2. 鎶€鏈<E282AC>灦鏋勫眰闈?
- **寰<>湇鍔℃灦鏋勮<E98F8B>璁?*锛圓PI缃戝叧 + 鏈嶅姟鎷嗗垎锛?
- *R璇<EFBFBD>█寰<EFBFBD>湇鍔￠泦鎴愭柟妗?
- **Python寰<6E>湇鍔￠泦鎴愭柟妗?*锛圥olars + FastAPI锛?
- Kubernetes閮ㄧ讲鏋舵瀯璁捐<EFBFBD>
- *Electron鍗曟満鐗堝畬鏁存妧鏈<EFBFBD>柟妗?
- *娣峰悎閮ㄧ讲鐨勮矾鐢辩瓥鐣ヨ<EFBFBD>璁?
- *绉佹湁鍖栭儴缃茬殑瀹瑰櫒鍖栨柟妗?
3. 鏁版嵁搴撹<E690B4>璁″眰闈?
- **SSA妯″潡琛ㄧ粨鏋?*锛堢爺绌堕」鐩<E3808D>€佹暟鎹<E69A9F>泦銆佸垎鏋愮粨鏋滐級
- **ST妯″潡琛ㄧ粨鏋?*锛堝伐鍏烽厤缃<E58EA4>€佷娇鐢ㄨ<E990A2>褰曪級
- **DC妯″潡琛ㄧ粨鏋?*锛堟竻娲椾换鍔°€丒TL閰嶇疆銆丯ER缁撴灉锛?
- **ASL妯″潡琛ㄧ粨鏋?*锛堟枃鐚<E69E83>」鐩<E3808D>€佺瓫閫夎<E996AB>褰曘€佹彁鍙栨暟鎹<E69A9F>級
- **澶氱<E6BEB6>鎴锋暟鎹<E69A9F>殧绂昏<E7BB82>璁?*锛圫chema闅旂<E99785>锛?
4. API璁捐<E79281>灞傞潰
- SSA妯″潡API锛堟暟鎹<EFBFBD>笂浼犮€佸垎鏋愭墽琛屻€佹姤鍛婄敓鎴愶級
- ST妯″潡API锛堝伐鍏峰垪琛ㄣ€佸伐鍏锋墽琛岋級
- DC妯″潡API锛堟枃浠朵笂浼犮€丒TL鎵ц<EFBFBD>銆丯ER鎵ц<EFBFBD>锛?
- ASL妯″潡API锛堟枃鐚<EFBFBD><EFBFBD>鍏ャ€佺瓫閫夈€佹彁鍙栵級
- API缃戝叧璺<EFBFBD>敱閰嶇疆
5. 鍓嶇<E98D93>鏋舵瀯灞傞潰
- *Electron鍗曟満鐗堝墠绔<EFBFBD>灦鏋?
- *娣峰悎閮ㄧ讲鐨勫墠绔<EFBFBD>矾鐢辩瓥鐣?
- Feature Flag鍓嶇<E98D93>瀹炵幇
- 妯″潡鐙<EFBFBD>珛鎵撳寘鏂规<EFBFBD>
6. 閮ㄧ讲鏂囨。灞傞潰
- **浜戠<E6B59C>SaaS閮ㄧ讲鏂规<E98F82>**锛圞8s + 澶氱<E6BEB6>鎴凤級
- **绉佹湁鍖栭儴缃叉柟妗?*锛圖ocker + K3s锛?
- **娣峰悎閮ㄧ讲鏂规<E98F82>**锛堟湰鍦?浜戠<E6B59C>锛?
- **Electron鍗曟満鐗堟墦鍖呮柟妗?*锛圵indows + Mac锛?
- 妯″潡鐙<EFBFBD>珛閮ㄧ讲鎸囧崡
馃摑 寤鸿<E5AFA4>鐨勬枃妗ｆ洿鏂颁紭鍏堢骇
馃敶 P0 - 绔嬪嵆鏇存柊锛堥樆濉炲紑鍙戯級
- 绯荤粺鎬讳綋鏋舵瀯璁捐<EFBFBD>.md - 閲嶅啓锛屽熀浜庢妧鏈<E5A6A7>灦鏋勭櫧鐨<E6ABA7>功
- 閮ㄧ讲鏋舵瀯璁捐<EFBFBD>.md - 閲嶅啓锛岃<E9949B>缁嗚<E7BC81>鏄?绉嶉儴缃叉ā寮?
- 鏁版嵁搴撹<EFBFBD>璁℃枃妗?md - 琛ュ厖SSA銆丼T銆丏C銆丄SL妯″潡琛ㄧ粨鏋?
- 浜у搧闇€姹傛枃妗?PRD).md - 閲嶅啓锛屾暣鍚?澶фā鍧?
馃煚 P1 - 杩戞湡鏇存柊锛堝奖鍝嶈<E98D9D>鍒掞級
- DC妯″潡PRD - 鏂板缓锛岃<E9949B>缁嗚<E7BC81>鏄嶦TL鍜孨ER闇€姹?
- SSA妯″潡PRD - 鏂板缓锛岃<E9949B>缁嗚<E7BC81>鏄?鏉″垎鏋愯矾寰?
- ST妯″潡PRD - 鏂板缓锛岃<E9949B>缁嗚<E7BC81>鏄?00+宸ュ叿
- *Electron鍗曟満鐗堟妧鏈<EFBFBD>柟妗? - 鏂板缓锛岃<E9949B>缁嗚<E7BC81>鏄庡疄鐜拌矾寰?
- API璁捐<EFBFBD>瑙勮寖.md - 琛ュ厖鏂版ā鍧桝PI
馃煛 P2 - 鍚庣画鏇存柊锛堜紭鍖栧畬鍠勶級
- 鍓嶇<EFBFBD>鎬讳綋鏋舵瀯璁捐<EFBFBD>.md - 琛ュ厖閮ㄧ讲妯″紡鑰冭檻
- AI鏅鸿兘鏂囩尞PRD绯诲垪 - 琛ュ厖鍗曟満鐗堝拰绉佹湁鍖栨柟妗?
- 鎶€鏈<EFBFBD>灦鏋勬€昏<EFBFBD>.md - 閲嶅啓锛屽熀浜庢妧鏈<E5A6A7>灦鏋勭櫧鐨<E6ABA7>功
- 鏈<EFBFBD>湴鍖栭儴缃叉柟妗?md - 璇︾粏璇存槑绉佹湁鍖栭儴缃?
- 妯″潡鐙<EFBFBD>珛閮ㄧ讲鎸囧崡.md - 璇︾粏璇存槑妯″潡鍖栧敭鍗?
馃幆 涓嬩竴姝ヨ<E5A79D>鍔ㄥ缓璁?
寤鸿<EFBFBD>1锛氭槑纭<EFBFBD>紑鍙戦樁娈?
鏍规嵁鎶€鏈<EFBFBD>灦鏋勭櫧鐨<EFBFBD>功鐨勫垎闃舵<EFBFBD>瀹炴柦璺<EFBFBD>嚎鍥撅細
闃舵<EFBFBD>涓€锛?-6涓<36>湀锛夛細浜戠<E6B59C>MVP - "妯″潡鍖栧崟浣?
- 鉁?鍙<>互缁х画浣跨敤鐜版湁鏋舵瀯锛圢ode.js + Fastify + PostgreSQL锛?
- 鈿狅笍 浣嗗繀椤讳弗鏍奸伒寰?浠ｇ爜闅旂<E99785>"鍜?鏁版嵁闅旂<E99785>"锛圫chema闅旂<E99785>锛?
- 鉂?鏆備笉寮€鍙慐lectron鍗曟満鐗堝拰绉佹湁鍖栭儴缃?
闃舵<EFBFBD>浜岋紙6-18涓<38>湀锛夛細棣栨<E6A3A3>鎷嗗垎
- 寮曞叆K8s鍜孉PI缃戝叧
- 鎷嗗垎SSA鍜孌C涓虹嫭绔嬪井鏈嶅姟
- 寮€鍙慐lectron鍗曟満鐗?
寤鸿<EFBFBD>2锛氭ā鍧楀紑鍙戜紭鍏堢骇
鍩轰簬鍟嗕笟浠峰€煎拰鎶€鏈<EFBFBD><EFBFBD>鏉傚害锛?
*绗<EFBFBD>竴浼樺厛绾э紙鏍稿績宸<EFBFBD>紓鍖栵級锛?
- DC妯″潡锛堟暟鎹<EFBFBD>竻娲楁暣鐞嗭級 - 鏍稿績闅剧偣锛屽樊寮傚寲绔炰簤鍔?
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