Files

HaHafeng 1b53ab9d52 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%)

2026-01-14 19:15:01 +08:00

51 KiB

Raw Blame History

涓嬩竴闃舵<EFBFBD>琛屽姩璁″垝 V2.2 - 瀹屾暣鐗?

*璁″垝鍛ㄦ湡锛? 2025-11-07 鑷?2025-12-06锛?鍛<>級
*鏍稿績鐩<EFBFBD>爣锛? Schema闅旂<E99785> + 鍓嶇<EFBFBD>缁熶竴鏋舵瀯 + ASL鏍稿績鍔熻兘 + 4涓狶LM闆嗘垚
*鍒跺畾鏃堕棿锛? 2025-11-09
*鐗堟湰锛? V2.2瀹屾暣鐗堬紙铻嶅悎V2.1璇︾粏鍐呭<EFBFBD> + V2.2鏁翠綋鎬濊矾锛? 鏈€鍚庢洿鏂帮細 2025-11-12 18:00
*褰撳墠杩涘害锛? 鉁?*Week 1瀹屾垚 + Week 2 Day 6瀹屾垚锛?3/25浠诲姟锛?2%锛? 馃帀

馃搳瀹炴椂杩涘害鎶ュ憡

*鏇存柊鏃堕棿锛? 2025-11-13
*鎬讳綋杩涘害锛? 15/25 浠诲姟瀹屾垚锛?0%锛? *褰撳墠闃舵<EFBFBD>锛? Week 1瀹屾垚锛學eek 2 Day 7瀹屾垚锛屽噯澶囪繘鍏<E7B998>ay 8-9

Week 1 杩涘害锛?1/14 瀹屾垚鉁?

浠诲姟	鐘舵€?	瀹屾垚鏃堕棿	澶囨敞
鉁?浠诲姟1锛?0涓猄chema鏋舵瀯瑙勫垝	鉁?瀹屾垚	2025-11-12	瀹屾暣鏋舵瀯鏂囨。宸插垱寤?
鉁?浠诲姟2锛歱latform_schema璁捐<E79281>	鉁?瀹屾垚	2025-11-12	1涓<EFBFBD>〃锛屼粠public杩佺Щ
鉁?浠诲姟3锛歛ia_schema璁捐<E79281>	鉁?瀹屾垚	2025-11-12	5涓<EFBFBD>〃锛屽畬鏁磋<EFBFBD>璁?
鉁?浠诲姟4锛歱kb_schema璁捐<E79281>	鉁?瀹屾垚	2025-11-12	5涓<EFBFBD>〃锛堝惈Phase 3锛?
鉁?浠诲姟5锛?绌篠chema+杩佺Щ鑴氭湰	鉁?瀹屾垚	2025-11-12	5涓猄QL鑴氭湰
鉁?浠诲姟6锛氭墽琛孲chema杩佺Щ	鉁?瀹屾垚	2025-11-12	100%鏁版嵁杩佺Щ鎴愬姛
鉁?浠诲姟7锛氶獙璇佺幇鏈夊姛鑳?	鉁?瀹屾垚	2025-11-12	API娴嬭瘯鍏ㄩ儴閫氳繃
鉁?浠诲姟8锛歅risma澶歋chema閰嶇疆	鉁?瀹屾垚	2025-11-12	13涓猰odels閰嶇疆瀹屾垚
鉁?浠诲姟9锛氬垱寤篈IA鏁版嵁搴撴枃妗?	鉁?瀹屾垚	2025-11-12	鍚<EFBFBD>畬鏁碋R鍥惧拰涓氬姟瑙勫垯
鉁?浠诲姟10锛氬垱寤篜KB鏁版嵁搴撴枃妗?	鉁?瀹屾垚	2025-11-12	鍚玃hase 3璇存槑
鉂?浠诲姟11锛氫唬鐮侀€傞厤鏂癝chema	馃帀鍙栨秷	-	Prisma鑷<EFBFBD>姩澶勭悊锛屾棤闇€淇<EFBFBD>敼锛?
鈴革笍浠诲姟12锛氳ˉ鍏匒PI璁捐<E79281>鏂囨。	寰呭畾	-	鍙<EFBFBD>欢鍚庡埌寮€鍙戜腑杩<EFBFBD>唬
鈴革笍浠诲姟13锛歐eek 1鎬荤粨楠屾敹	寰呭畾	-	鍙<EFBFBD>笌Week 2涓€璧烽獙鏀?
鈴革笍浠诲姟14锛歐eek 2鍑嗗<E98D91>宸ヤ綔	寰呭畾	-	宸插紑濮嬫€濊€冨墠绔<EFBFBD>灦鏋?

閲嶅ぇ鍙戠幇馃挕

*Prisma澶歋chema鑷<EFBFBD>姩璺<EFBFBD>敱鏈哄埗锛?

鉁?浠ｇ爜鏃犻渶淇<E6B8B6>敼锛孭risma鑷<61>姩澶勭悊schema鍓嶇紑
鉁?鎵€鏈夌幇鏈堿PI鑷<49>姩宸ヤ綔
鉁?璺⊿chema澶栭敭閫忔槑鏀<E6A791>寔
馃帀 *鑺傜渷浜嗕换鍔?1锛堜唬鐮侀€傞厤锛夌殑3-4灏忔椂宸ヤ綔閲?

浜や粯鎴愭灉馃摝

*鏋舵瀯鏂囨。锛?

鉁?Schema闅旂<E99785>鏋舵瀯璁捐<E79281>锛?0涓<30>級
鉁?AIA鏁版嵁搴撹<E690B4>璁℃枃妗ｏ紙5涓<35>〃+瀹屾暣ER鍥撅級
鉁?PKB鏁版嵁搴撹<E690B4>璁℃枃妗ｏ紙5涓<35>〃+Phase 3璇存槑锛? *杩佺Щ鑴氭湰锛?
鉁?001-create-all-10-schemas.sql
鉁?002-migrate-platform.sql
鉁?003-migrate-aia.sql
鉁?004-migrate-pkb.sql
鉁?005-validate-simple.sql

*楠岃瘉鎶ュ憡锛?

鉁?Schema杩佺Щ瀹屾垚鎶ュ憡
鉁?Prisma閰嶇疆瀹屾垚鎶ュ憡
鉁?鏁版嵁搴撻獙璇侀€氳繃鎶ュ憡
鉁?蹇<>€熷姛鑳芥祴璇曟姤鍛?

Week 2 杩涘害锛?/6 瀹屾垚鉁?

浠诲姟	鐘舵€?	瀹屾垚鏃堕棿	澶囨敞
鉁?浠诲姟15锛氬墠绔<E5A2A0>灦鏋勮<E98F8B>璁?	鉁?瀹屾垚	2025-11-12	鍓嶅悗绔<EFBFBD>ā鍧楀寲鏋舵瀯璁捐<EFBFBD>-V2.md锛?67琛岋級
鉁?浠诲姟16锛氬垱寤虹粺涓€甯冨眬妗嗘灦	鉁?瀹屾垚	2025-11-12	Frontend-v2椤圭洰锛岄《閮ㄥ<E996AE>鑸?6妯″潡
鉁?浠诲姟17锛氬疄鐜版ā鍧楁敞鍐屾満鍒?	鉁?瀹屾垚	2025-11-13	鏉冮檺绯荤粺+閿欒<E996BF>杈圭晫+璺<>敱瀹堝崼猸?
鉁?浠诲姟18锛氭暣鍚堝拰娴嬭瘯	鉁?瀹屾垚	2025-11-13	鍚堝苟鍒颁换鍔?7涓€璧峰畬鎴?
鉁?浠诲姟19锛氬悗绔<E68297>唬鐮佸垎灞?	鉁?瀹屾垚	2025-11-14	澧為噺婕旇繘鏋舵瀯锛屾柊鏃у苟瀛?猸愨瓙猸?
鈴?浠诲姟20锛歐eek 2楠屾敹	寰呭紑濮?	-	Week 2 Day 10

鏍稿績鎴愭灉馃帀

*Frontend-v2椤圭洰锛?

鉁?React 19 + TypeScript + Vite
鉁?Ant Design 5 + Tailwind CSS 3
鉁?椤堕儴瀵艰埅绯荤粺
鉁?妯″潡娉ㄥ唽涓<E594BD>績
鉁?6涓<36>笟鍔℃ā鍧楀崰浣嶏紙鎸夋灦鏋勬枃妗ｉ『搴忥級
鉁?棣栭〉鍜岃矾鐢辩郴缁?- 鉁?璁块棶鍦板潃锛歨ttp://localhost:3000

*Backend 澧為噺婕旇繘鏋舵瀯锛? 猸?鏂板<E98F82>

鉁?涓夊眰鐩<E79CB0>綍缁撴瀯锛坙egacy/common/modules锛?- 鉁?鏂版棫浠ｇ爜骞跺瓨锛岄浂椋庨櫓鏀归€?- 鉁?閫氱敤鑳藉姏灞傦細LLM閫傞厤鍣ㄣ€丷AG銆佹枃妗ｅ<E5A697>鐞?- 鉁?鐜版湁妯″潡绋冲畾杩愯<E69DA9>锛圓IA/PKB/RVW锛?- 鉁?鏂版ā鍧楁爣鍑嗗寲寮€鍙戯紙ASL鍑嗗<E98D91>灏辩华锛?- 鉁?鎵€鏈夊姛鑳芥祴璇曢€氳繃猸愨瓙猸? *鏂囨。浣撶郴锛?
鉁?START-HERE-FOR-AI.md - 鏂癆I蹇<49>€熷叆鍙?猸愨瓙猸?- 鉁?[AI瀵规帴] 椤圭洰鐘舵€佷笌涓嬩竴姝ユ寚鍗?md - 璇︾粏浜ゆ帴鏂囨。猸愨瓙猸?- 鉁?鍓嶅悗绔<EFBFBD>ā鍧楀寲鏋舵瀯璁捐<EFBFBD>-V2.md - 鏋舵瀯鎬荤翰锛?67琛岋級
鉁?鍚庣<EFBFBD>鏋舵瀯澧為噺婕旇繘鏂规<EFBFBD>.md - 鍚庣<E98D9A>鍒嗗眰绛栫暐锛?50琛岋級猸?鏂板<E98F82>
鉁?2025-11-14-浠诲姟19瀹屾垚鎬荤粨.md - 鍚庣<E98D9A>鍒嗗眰瀹炴柦璁板綍猸?鏂板<E98F82>

涓嬩竴姝?馃殌

绔嬪嵆寮€濮嬶細 Week 2 Day 10 - Week 2 楠屾敹涓庢€荤粨锛堜换鍔?0锛夆瓙猸愨瓙 *鍚庣画璁″垝锛? Week 3-4 ASL寮€鍙?宸插畬鎴愶細 鉁?Week 2 Day 6-9锛堝墠绔<E5A2A0>灦鏋?妯″潡娉ㄥ唽+鍚庣<E98D9A>鍒嗗眰锛夆瓙猸愨瓙

馃挕 V2.2鐗堟牳蹇冭皟鏁?

*馃幆鏈€澶у彉鍖栵細鍓嶇<E98D93>缁熶竴鏋舵瀯鎻愬墠鍒癢eek 2锛? 猸愨瓙猸?

涓轰粈涔堣皟鏁达紵

鍘烿2.1鐗堥棶棰橈細

Week 2鍙<32>仛鍚庣<E98D9A>鍒嗗眰 + LLM缃戝叧
Week 3寮€鍙慉SL鏃讹紝鍓嶇<E98D93>杩樻槸鏁ｄ贡鐨?- 寮€鍙戝畬ASL鍚庡啀閲嶆瀯鍓嶇<E98D93> 鈫?澶ч噺杩斿伐

V2.2鐗堜紭鍖栵細

鉁?Week 2鍏堝缓绔嬪墠绔<E5A2A0>粺涓€鏋舵瀯
鉁?鎵€鏈夋ā鍧楁彃浠跺寲鎺ュ叆锛屼竴娆″埌浣?- 鉁?Week 3寮€鍙慉SL鏃讹紝鐩存帴鍦ㄧ粺涓€妗嗘灦涓?- 鉁?LLM缃戝叧鎺ㄨ繜鍒癢eek 5锛堢幇鏈夎皟鐢ㄥ凡澶熺敤锛?涓狶LM宸查厤缃<E58EA4>級

馃幆 V2.2 vs V2.1 鍏抽敭宸<E695AD>紓

椤圭洰	V2.1鐗?	*V2.2鐗? 猸?	鍘熷洜
Week 1	Schema闅旂<EFBFBD>锛?+7锛?	鉁?鐩稿悓锛屼繚鐣欒<E990A3>缁嗗唴瀹?	鏋舵瀯鍩虹<EFBFBD>
Week 2閲嶇偣	鍚庣<EFBFBD>鍒嗗眰 + LLM缃戝叧	鍓嶇<EFBFBD>鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰猸愨瓙猸?	鏋舵瀯鍏堣<EFBFBD>锛岄伩鍏嶈繑宸?
鍓嶇<EFBFBD>鏋舵瀯	鏈<EFBFBD>槑纭<EFBFBD>椂鏈?	*Week 2涓婂崐鍛ㄥ畬鎴? 猸?	ASL鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?
LLM缃戝叧	Week 2寮€鍙?	鎺ㄨ繜鍒癢eek 5 鉁?	鐜版湁璋冪敤宸瞱ork
CloseAI闆嗘垚	鏈<EFBFBD>彁鍙?	*宸插畬鎴愰厤缃? 猸?	4涓狶LM鍙<EFBFBD>敤

馃搳鏁翠綋瑙勫垝 - 鍥涘懆鍥涢樁娈?

Week 1              Week 2                      Week 3-4           Week 5+
Schema闅旂<E99785>    鈫?  鍓嶇<E98D93>鏋舵瀯+鍚庣<E98D9A>鍒嗗眰    鈫?   ASL鏍稿績寮€鍙?  鈫?  LLM缃戝叧+鍏朵粬妯″潡
(3璇︾粏+7绌?      (缁熶竴瀵艰埅+鎻掍欢鍖?         (4涓狶LM绛涢€?      (鎶藉彇缁熶竴缃戝叧)

闃舵<EFBFBD>	鏃堕棿	鏍稿績浠诲姟	浜や粯鎴愭灉	浼樺厛绾?
闃舵<EFBFBD>1	Week 1	Schema闅旂<EFBFBD>锛?璇︾粏+7绌猴級	10涓猄chema瀹屾垚	P0 猸愨瓙猸?
闃舵<EFBFBD>2	Week 2	鍓嶇<EFBFBD>缁熶竴鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰猸?	缁熶竴瀵艰埅+妯″潡鎻掍欢鍖?	P0 猸愨瓙猸?
闃舵<EFBFBD>3	Week 3-4	ASL鏍稿績鍔熻兘锛?涓狶LM锛?	鏂囩尞绛涢€夊畬鏁存祦绋?	P0 猸愨瓙猸?
闃舵<EFBFBD>4	Week 5+	LLM缃戝叧缁熶竴 + 鍏朵粬妯″潡	LLM缃戝叧+DC/RVW	P1 猸愨瓙

馃殌闃舵<E99783>1锛歋chema闅旂<E99785>锛圵eek 1锛?

*鏃堕棿锛? 2025-11-07 鑷?2025-11-13锛?澶╋級
*绛栫暐锛? 3涓<33><E6B693>缁嗚縼绉?+ 7涓<37>┖Schema棰勭暀
*鍘熷垯锛? 鑱氱劍褰撳墠锛屾灦鏋勯<E98F8B>鐣欙紝Just-in-time璁捐<E79281>

鏍稿績鍘熷垯锛?璇︾粏+7绌?猸愨瓙猸?

*鍏ㄩ儴鍒涘缓鐨凷chema锛?0涓<30>級锛?

璇︾粏璁捐<EFBFBD>+杩佺Щ锛?涓<>級猸?Week 1閲嶇偣

1. platform_schema - 骞冲彴鍩虹<E98DA9>

杩佺Щ鐜版湁鐨剈sers琛<EFBFBD>紙~10鏉℃暟鎹<E69A9F>級
涓哄钩鍙板熀纭€鏈嶅姟棰勭暀

2. aia_schema - AI鏅鸿兘闂<E58598>瓟猸?鐜版湁鍔熻兘

杩佺Щ5涓<EFBFBD>〃锛歱rojects, conversations, messages, general_conversations, general_messages
鏁版嵁閲忥細~~20涓<EFBFBD>」鐩<EFBFBD>紝~~50鏉″<EFBFBD>璇濓紝~500鏉℃秷鎭? 3. pkb_schema - 涓<>汉鐭ヨ瘑搴?猸?鐜版湁鍔熻兘
杩佺Щ2涓<EFBFBD>〃锛歬nowledge_bases, documents
鏁版嵁閲忥細~5涓<35>煡璇嗗簱锛寏30涓<30>枃妗?

鍙<EFBFBD>垱寤虹┖Schema锛?涓<>級馃搵鍛藉悕绌洪棿棰勭暀

4. asl_schema - AI鏅鸿兘鏂囩尞

馃搵 Week 3寮€鍙戝墠鍐嶈<E98D90>缁嗚<E7BC81>璁?- 閬垮厤鐜板湪杩囧害璁捐<E79281>锛岄渶姹傛洿鏄庣‘鏃跺啀鍋? 5. common_schema - 閫氱敤鑳藉姏
馃搵闇€瑕佹椂鍐嶅垱寤鸿〃锛圠LM浣跨敤璁板綍銆丗eature Flags锛? 6. dc_schema - 鏁版嵁娓呮礂 7. rvw_schema - 瀹＄ǹ绯荤粺 8. admin_schema - 杩愯惀绠＄悊 9. ssa_schema - 鏅鸿兘缁熻<E7BC81>鍒嗘瀽鉁?10. st_schema - 缁熻<E7BC81>鍒嗘瀽宸ュ叿鉁?

涓轰粈涔堥噰鐢?3璇︾粏+7绌?绛栫暐锛熲瓙猸愨瓙

鏍稿績鍘熷垯锛氳仛鐒﹀綋鍓嶏紝鏋舵瀯棰勭暀

*鎴愭湰鍒嗘瀽锛?

Week 1鍙<31><E98D99>鐞?涓猄chema鐨勮縼绉?- 鍏朵綑7涓<37>彧鏄痐CREATE SCHEMA`锛堝嚑绉掗挓锛?- 鎬诲伐浣滈噺浠?澶╅檷浣庡埌**1.5澶?* 鉁? *鏀剁泭鍒嗘瀽锛?

鉁?*鑱氱劍褰撳墠闇€姹? - Week 1涓撴敞鏋舵瀯鍜岃縼绉?2. 鉁?閬垮厤杩囧害璁捐<EFBFBD> - ASL绛夋ā鍧楅渶姹傛湭鏈€缁堢‘瀹?3. 鉁?Just-in-time璁捐<E79281> - 寮€鍙戝墠鍐嶈<E98D90>缁嗚<E7BC81>璁★紝鏇村噯纭?4. 鉁?鏋舵瀯瀹屾暣 - 10涓<30>懡鍚嶇┖闂村凡棰勭暀锛岄殢鏃舵墿灞?5. 鉁?闄嶄綆杩斿伐椋庨櫓 - Week 3闇€姹傚彲鑳借皟鏁?

Day 1-2锛歋chema杩佺Щ鍑嗗<E98D91>锛堣仛鐒?涓<>級

Day 1涓婂崍锛?0涓猄chema鏋舵瀯瑙勫垝

浠诲姟锛氳<EFBFBD>鍒掑畬鏁寸殑10涓猄chema鏋舵瀯

缁樺埗10涓猄chema鐨勫畬鏁存灦鏋勫浘锛堟灦鏋勫眰闈<EFBFBD>級
鏄庣‘3涓<EFBFBD>渶瑕佽縼绉荤殑Schema
鏄庣‘7涓<EFBFBD>┖Schema鐨勭敤閫?- [ ] 缂栧啓Schema鏋舵瀯鏂囨。

*杈撳嚭鏂囨。锛?

09-鏋舵瀯瀹炴柦/01-Schema闅旂<E99785>鏋舵瀯璁捐<E79281>锛?0涓<30>級.md

*Schema渚濊禆鍏崇郴锛?

涓氬姟妯″潡Schema锛圓IA/PKB/ASL/DC/RVW/ADMIN/SSA/ST锛?    鈫?寮曠敤
Common Schema锛堥€氱敤鏁版嵁锛屾殏涓虹┖锛?    鈫?寮曠敤  
Platform Schema锛堢敤鎴枫€佹潈闄愶級

Day 1涓嬪崍-Day 2涓婂崍锛?涓猄chema璇︾粏璁捐<E79281> 猸?鏍稿績宸ヤ綔

*鍙<EFBFBD><EFBFBD>缁嗚<EFBFBD>璁￠渶瑕佽縼绉荤殑3涓猄chema锛?

*1. platform_schema锛堝钩鍙板熀纭€锛?

CREATE SCHEMA platform_schema;

-- 鐢ㄦ埛琛<E59F9B>紙浠巔ublic.users杩佺Щ锛?CREATE TABLE platform_schema.users (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    email VARCHAR(255) UNIQUE NOT NULL,
    password_hash VARCHAR(255) NOT NULL,
    name VARCHAR(255),
    avatar_url VARCHAR(500),
    role VARCHAR(50) NOT NULL DEFAULT 'user',
    status VARCHAR(50) DEFAULT 'active',
    kb_quota INT DEFAULT 3, -- 鐭ヨ瘑搴撻厤棰?    kb_used INT DEFAULT 0,  -- 宸蹭娇鐢?    trial_ends_at TIMESTAMP,
    is_trial BOOLEAN DEFAULT true,
    last_login_at TIMESTAMP,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

**璇存槑锛?* 鐢ㄦ埛琛ㄦ槸鎵€鏈塖chema鐨勫熀纭€锛屽叾浠朣chema鐨剈ser_id閮藉紩鐢╬latform_schema.users銆?

*2. aia_schema锛圓I鏅鸿兘闂<E58598>瓟锛? 猸?鐜版湁鍔熻兘杩佺Щ

CREATE SCHEMA aia_schema;

-- 椤圭洰绠＄悊锛堜粠public.projects杩佺Щ锛?CREATE TABLE aia_schema.projects (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL, -- 寮曠敤platform_schema.users
    name VARCHAR(255) NOT NULL,
    background TEXT DEFAULT '',
    research_type VARCHAR(50) DEFAULT 'observational',
    conversation_count INT DEFAULT 0,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    deleted_at TIMESTAMP
);

-- 瀵硅瘽锛堜粠public.conversations杩佺Щ锛?CREATE TABLE aia_schema.conversations (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL,
    project_id UUID REFERENCES aia_schema.projects(id) ON DELETE CASCADE,
    agent_id VARCHAR(100) NOT NULL,
    title VARCHAR(255) NOT NULL,
    model_name VARCHAR(50) DEFAULT 'deepseek-v3',
    message_count INT DEFAULT 0,
    total_tokens INT DEFAULT 0,
    metadata JSONB,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    deleted_at TIMESTAMP
);

-- 娑堟伅锛堜粠public.messages杩佺Щ锛?CREATE TABLE aia_schema.messages (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    conversation_id UUID REFERENCES aia_schema.conversations(id) ON DELETE CASCADE,
    role VARCHAR(20) NOT NULL, -- user/assistant
    content TEXT NOT NULL,
    model VARCHAR(50),
    metadata JSONB,
    tokens INT,
    is_pinned BOOLEAN DEFAULT false,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

-- 閫氱敤瀵硅瘽锛堜粠public.general_conversations杩佺Щ锛?CREATE TABLE aia_schema.general_conversations (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL,
    title VARCHAR(255) NOT NULL,
    model_name VARCHAR(50),
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    deleted_at TIMESTAMP
);

-- 閫氱敤娑堟伅锛堜粠public.general_messages杩佺Щ锛?CREATE TABLE aia_schema.general_messages (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    conversation_id UUID REFERENCES aia_schema.general_conversations(id) ON DELETE CASCADE,
    role VARCHAR(20) NOT NULL,
    content TEXT NOT NULL,
    model VARCHAR(50),
    metadata JSONB,
    tokens INT,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

*3. pkb_schema锛堜釜浜虹煡璇嗗簱锛? 猸?鐜版湁鍔熻兘杩佺Щ

CREATE SCHEMA pkb_schema;

-- 鐭ヨ瘑搴擄紙浠巔ublic.knowledge_bases杩佺Щ锛?CREATE TABLE pkb_schema.knowledge_bases (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    user_id UUID NOT NULL, -- 寮曠敤platform_schema.users
    name VARCHAR(255) NOT NULL,
    description TEXT,
    dify_dataset_id VARCHAR(255) NOT NULL, -- Dify鐭ヨ瘑搴揑D
    file_count INT DEFAULT 0,
    total_size_bytes BIGINT DEFAULT 0,
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);

-- 鏂囨。锛堜粠public.documents杩佺Щ锛?CREATE TABLE pkb_schema.documents (
    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
    kb_id UUID REFERENCES pkb_schema.knowledge_bases(id) ON DELETE CASCADE,
    user_id UUID NOT NULL,
    filename VARCHAR(255) NOT NULL,
    file_type VARCHAR(50) NOT NULL,
    file_size_bytes BIGINT NOT NULL,
    file_url TEXT NOT NULL,
    dify_document_id VARCHAR(255) NOT NULL, -- Dify鏂囨。ID
    status VARCHAR(50) DEFAULT 'uploading', -- uploading/processing/completed/failed
    progress INT DEFAULT 0,
    error_message TEXT,
    segments_count INT,
    tokens_count INT,
    -- Phase 2: 鍏ㄦ枃闃呰<E99783>妯″紡瀛楁<E7809B>
    extraction_method VARCHAR(50), -- pymupdf/nougat/mammoth/direct
    extraction_quality FLOAT, -- 0-1璐ㄩ噺鍒嗘暟
    char_count INT,
    language VARCHAR(20), -- chinese/english
    extracted_text TEXT,
    uploaded_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
    processed_at TIMESTAMP
);

Day 2涓嬪崍锛?涓<>┖Schema鍒涘缓SQL 馃搵

鍙<EFBFBD>渶鍒涘缓绌篠chema锛屼笉璁捐<EFBFBD>琛ㄧ粨鏋勶細

-- 鍒涘缓7涓<37>┖Schema锛堝懡鍚嶇┖闂撮<E99782>鐣欙級
CREATE SCHEMA IF NOT EXISTS asl_schema;     -- AI鏅鸿兘鏂囩尞锛學eek 3寮€鍙戝墠鍐嶈<E98D90>璁?CREATE SCHEMA IF NOT EXISTS common_schema;  -- 閫氱敤鑳藉姏锛岄渶瑕佹椂鍐嶅垱寤鸿〃
CREATE SCHEMA IF NOT EXISTS dc_schema;      -- 鏁版嵁娓呮礂
CREATE SCHEMA IF NOT EXISTS rvw_schema;     -- 瀹＄ǹ绯荤粺
CREATE SCHEMA IF NOT EXISTS admin_schema;   -- 杩愯惀绠＄悊
CREATE SCHEMA IF NOT EXISTS ssa_schema;     -- 鏅鸿兘缁熻<E7BC81>鍒嗘瀽
CREATE SCHEMA IF NOT EXISTS st_schema;      -- 缁熻<E7BC81>鍒嗘瀽宸ュ叿

*璇存槑锛?

鉁?鍙<>渶鍑犵<E98D91>閽熸墽琛屽畬鎴?- 鉁?鍛藉悕绌洪棿宸查<E5AEB8>鐣欙紝涓嶄細鍐茬獊
鉁?闇€瑕佹椂闅忔椂鍙<E6A482>互鍦ㄥ<E98DA6>搴擲chema涓<61>垱寤鸿〃
鉁?Prisma閰嶇疆涓<E79686>彲浠ュ厛棰勭暀锛屾殏涓嶅畾涔夋ā鍨?

Day 2涓嬪崍锛氳縼绉昏剼鏈<E589BC>紪鍐?猸?

*浠诲姟锛?

缂栧啓鍒涘缓10涓猄chema鐨凷QL鑴氭湰锛?涓<><E6B693>缁?7涓<37>┖锛?- [ ] 缂栧啓3涓猄chema鐨勬暟鎹<E69A9F>縼绉昏剼鏈?- [ ] 缂栧啓鏁版嵁楠岃瘉鑴氭湰
鍦ㄦ湰鍦版祴璇曠幆澧冮獙璇? *杩佺Щ绛栫暐锛?

鍒涘缓10涓<EFBFBD>柊Schema锛?涓<><E6B693>缁?7涓<37>┖锛屼竴娆℃€э級
鍦?涓猄chema涓<61>垱寤鸿〃缁撴瀯骞惰縼绉绘暟鎹?3. 楠岃瘉鏁版嵁瀹屾暣鎬?4. 娓呯悊public schema鏃ц〃锛堝彲閫夛紝鍥犱负鏄<E8B49F>祴璇曠郴缁燂級

*杈撳嚭鑴氭湰锛?涓<>級锛?

鑴氭湰	璇存槑	宸ヤ綔閲?
`001-create-all-10-schemas.sql`	鍒涘缓10涓猄chema 猸?	5鍒嗛挓
`002-migrate-platform.sql`	杩佺Щusers琛ㄥ埌platform_schema	15鍒嗛挓
`003-migrate-aia.sql`	杩佺Щ5涓<EFBFBD>〃鍒癮ia_schema	30鍒嗛挓
`004-migrate-pkb.sql`	杩佺Щ2涓<EFBFBD>〃鍒皃kb_schema	20鍒嗛挓
`005-validate-all.sql`	楠岃瘉鏁版嵁瀹屾暣鎬?	10鍒嗛挓

**鎬诲伐浣滈噺锛?* ~1.5灏忔椂鉁?

Day 3锛氭墽琛?涓猄chema杩佺Щ 猸?

*涓婂崍锛氭墽琛岃縼绉?

澶囦唤褰撳墠鏁版嵁搴擄紙铏界劧鏄<EFBFBD>祴璇曟暟鎹<EFBFBD>紝浣嗚繕鏄<EFBFBD><EFBFBD>浠斤級
鎵ц<EFBFBD>001鑴氭湰锛氬垱寤?0涓猄chema锛?璇︾粏+7绌猴級
鎵ц<EFBFBD>002-004鑴氭湰锛氳縼绉?涓猄chema鐨勬暟鎹<E69A9F>紙platform/aia/pkb锛?- [ ] 鎵ц<E98EB5>005鑴氭湰锛氶獙璇佹暟鎹<E69A9F>畬鏁存€? *涓嬪崍锛氶獙璇佺幇鏈夊姛鑳?
娴嬭瘯AI鏅鸿兘闂<EFBFBD>瓟鍔熻兘锛堜娇鐢╝ia_schema锛?- [ ] 娴嬭瘯鐭ヨ瘑搴撳姛鑳斤紙浣跨敤pkb_schema锛?- [ ] 楠岃瘉10涓猄chema鍏ㄩ儴鍒涘缓
淇<EFBFBD><EFBFBD>鍙戠幇鐨勯棶棰? *楠屾敹鏍囧噯锛?
鉁?10涓猄chema鍏ㄩ儴鍒涘缓鎴愬姛
鉁?7涓<37>┖Schema楠岃瘉閫氳繃锛圓SL/Common/DC/RVW/ADMIN/SSA/ST锛?- [ ] 鉁?鐜版湁鍔熻兘锛圓IA銆丳KB锛夋<E9949B>甯歌繍琛?- [ ] 鉁?鏁版嵁杩佺Щ100%鎴愬姛锛垀10鏉＄敤鎴?+ 50+瀵硅瘽 + 30+鏂囨。锛? *棰勮<EFBFBD>鏃堕棿锛? 2-3灏忔椂鉁?

Day 4-5锛歅risma Schema鏇存柊 + 琛ュ厖鏂囨。

Day 4涓婂崍锛歅risma澶歋chema閰嶇疆锛?涓<><E6B693>缁?7涓<37><E6B693>鐣欙級

*浠诲姟锛?

鏇存柊Prisma閰嶇疆鏀<EFBFBD>寔10涓猄chema
涓?涓猄chema鍒涘缓瀹屾暣鐨凱risma妯″瀷锛圥latform/AIA/PKB锛?- [ ] 涓?涓<>┖Schema棰勭暀閰嶇疆锛堝彧閰嶇疆Schema鍚嶏紝鏃犳ā鍨嬶級
鐢熸垚Prisma Client
鍗曞厓娴嬭瘯

*Prisma閰嶇疆绀轰緥锛?

// schema.prisma
generator client {
  provider        = "prisma-client-js"
  previewFeatures = ["multiSchema"]
}

datasource db {
  provider = "postgresql"
  url      = env("DATABASE_URL")
  schemas  = [
    "platform_schema",     // 鉁?宸茶縼绉伙紝鏈夋ā鍨?    "aia_schema",          // 鉁?宸茶縼绉伙紝鏈夋ā鍨?    "pkb_schema",          // 鉁?宸茶縼绉伙紝鏈夋ā鍨?    "asl_schema",          // 馃搵 绌篠chema锛學eek 3鍐嶅畾涔夋ā鍨?    "common_schema",       // 馃搵 绌篠chema锛岄渶瑕佹椂鍐嶅畾涔?    "dc_schema",           // 馃搵 绌篠chema
    "rvw_schema",          // 馃搵 绌篠chema
    "admin_schema",        // 馃搵 绌篠chema
    "ssa_schema",          // 馃搵 绌篠chema
    "st_schema"            // 馃搵 绌篠chema
  ]
}

// ===== 1. Platform Schema锛堝钩鍙板熀纭€锛?====
model User {
  id           String   @id @default(uuid())
  email        String   @unique
  passwordHash String   @map("password_hash")
  name         String?
  avatarUrl    String?  @map("avatar_url")
  role         String   @default("user")
  status       String   @default("active")
  kbQuota      Int      @default(3) @map("kb_quota")
  kbUsed       Int      @default(0) @map("kb_used")
  trialEndsAt  DateTime? @map("trial_ends_at")
  isTrial      Boolean  @default(true) @map("is_trial")
  lastLoginAt  DateTime? @map("last_login_at")
  createdAt    DateTime @default(now()) @map("created_at")
  updatedAt    DateTime @updatedAt @map("updated_at")
  
  @@map("users")
  @@schema("platform_schema")
}

// ===== 2. AIA Schema锛圓I鏅鸿兘闂<E58598>瓟 - 杩佺Щ鐜版湁琛<E6B981>級=====
model Project {
  id          String   @id @default(uuid())
  userId      String   @map("user_id")
  name        String
  description String?
  createdAt   DateTime @default(now()) @map("created_at")
  
  conversations Conversation[]
  
  @@map("projects")
  @@schema("aia_schema")
}

// ... 鍏朵粬AIA妯″瀷锛圕onversation, Message, GeneralConversation绛夛級

// ===== 3. PKB Schema锛堜釜浜虹煡璇嗗簱 - 杩佺Щ鐜版湁琛<E6B981>級=====
model KnowledgeBase {
  id             String   @id @default(uuid())
  userId         String   @map("user_id")
  name           String
  description    String?
  difyDatasetId  String   @map("dify_dataset_id")
  fileCount      Int      @default(0) @map("file_count")
  totalSizeBytes BigInt   @default(0) @map("total_size_bytes")
  createdAt      DateTime @default(now()) @map("created_at")
  updatedAt      DateTime @updatedAt @map("updated_at")
  
  documents Document[]
  
  @@map("knowledge_bases")
  @@schema("pkb_schema")
}

model Document {
  id                 String   @id @default(uuid())
  kbId               String   @map("kb_id")
  userId             String   @map("user_id")
  filename           String
  fileType           String   @map("file_type")
  fileSizeBytes      BigInt   @map("file_size_bytes")
  fileUrl            String   @map("file_url")
  difyDocumentId     String   @map("dify_document_id")
  status             String   @default("uploading")
  progress           Int      @default(0)
  errorMessage       String?  @map("error_message") @db.Text
  segmentsCount      Int?     @map("segments_count")
  tokensCount        Int?     @map("tokens_count")
  // Phase 2: 鍏ㄦ枃闃呰<E99783>瀛楁<E7809B>
  extractionMethod   String?  @map("extraction_method")
  extractionQuality  Float?   @map("extraction_quality")
  charCount          Int?     @map("char_count")
  language           String?
  extractedText      String?  @map("extracted_text") @db.Text
  uploadedAt         DateTime @default(now()) @map("uploaded_at")
  processedAt        DateTime? @map("processed_at")
  
  knowledgeBase      KnowledgeBase @relation(fields: [kbId], references: [id], onDelete: Cascade)
  
  @@map("documents")
  @@schema("pkb_schema")
}

*璇存槑锛?

鉁?鍙<>负3涓<33>凡杩佺Щ鐨凷chema瀹氫箟妯″瀷
馃搵 7涓<37>┖Schema宸插湪schemas鍒楄〃涓<E38083>紝浣嗘殏鏃犳ā鍨?- 馃搵 ASL妯″瀷灏嗗湪Week 3寮€鍙戝墠瀹氫箟
馃搵 Common妯″瀷闇€瑕佹椂鍐嶆坊鍔?

Day 4涓嬪崍锛氳ˉ鍏匒IA鍜孭KB璁捐<E79281>鏂囨。猸?鏂板<E98F82>浠诲姟

*浠诲姟锛氫负宸茶縼绉荤殑2涓<EFBFBD>ā鍧楄ˉ鍏呭畬鏁磋<EFBFBD>璁℃枃妗?

*1. 鍒涘缓AIA鏁版嵁搴撹<E690B4>璁℃枃妗?

鍒涘缓 03-涓氬姟妯″潡/AIA-AI鏅鸿兘闂<E58598>瓟/02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md
鍩轰簬宸茶縼绉荤殑5涓<EFBFBD>〃缂栧啓瀹屾暣鏂囨。
鍖呮嫭锛氳〃缁撴瀯銆佸瓧娈佃<EFBFBD>鏄庛€佺储寮曡<EFBFBD>璁°€佸叧绯昏<EFBFBD>鏄? *2. 鍒涘缓PKB鏁版嵁搴撹<E690B4>璁℃枃妗?
鍒涘缓 03-涓氬姟妯″潡/PKB-涓<>汉鐭ヨ瘑搴?02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md
鍩轰簬宸茶縼绉荤殑2涓<EFBFBD>〃缂栧啓瀹屾暣鏂囨。
閲嶇偣璇存槑Phase 2鍏ㄦ枃闃呰<E99783>鐩稿叧瀛楁<E7809B>

宸ヤ綔閲忎及绠楋細 鍚?灏忔椂锛屽叡2灏忔椂鉁? 涓轰粈涔堢幇鍦ㄨˉ鍏咃紵

鉁?瓒佺潃瀵硅〃缁撴瀯鐔熸倝锛岀珛鍗虫枃妗ｅ寲
鉁?涓篧eek 2浠ｇ爜閲嶆瀯鎻愪緵鏂囨。鏀<E38082>寔
鉁?涓嶢SL淇濇寔涓€鑷寸殑鏂囨。缁撴瀯

Day 5涓婂崍锛氫唬鐮侀€傞厤 + API鏂囨。琛ュ厖

浠诲姟1锛氭洿鏂颁唬鐮佷互浣跨敤鏂癝chema

鏇存柊鎵€鏈夋暟鎹<EFBFBD>簱鏌ヨ<EFBFBD>浠ｇ爜
浣跨敤鏂扮殑Prisma Client
鏇存柊API璺<EFBFBD>敱
杩愯<EFBFBD>闆嗘垚娴嬭瘯

浠诲姟2锛氳ˉ鍏匒PI璁捐<EFBFBD>鏂囨。

鍒涘缓 03-涓氬姟妯″潡/AIA-AI鏅鸿兘闂<E58598>瓟/02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md
鍒涘缓 03-涓氬姟妯″潡/PKB-涓<>汉鐭ヨ瘑搴?02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md
鍩轰簬鐜版湁API routes鏁寸悊鏂囨。

*楠屾敹鏍囧噯锛?

鉁?鎵€鏈堿PI姝ｅ父宸ヤ綔
鉁?娴嬭瘯閫氳繃
鉁?鐜版湁鍔熻兘鏃犲洖褰?- [ ] 鉁?AIA鍜孭KB妯″潡鏂囨。瀹屾暣锛堟暟鎹<E69A9F>簱+API锛?

Day 5涓嬪崍锛歐eek 1鎬荤粨 + Week 2鍑嗗<E98D91>

*浠诲姟锛?

楠岃瘉10涓猄chema鍏ㄩ儴鍒涘缓
楠岃瘉3涓<EFBFBD><EFBFBD>缁哠chema鏁版嵁杩佺Щ瀹屾暣
鏇存柊鏂囨。锛氳<EFBFBD>褰曡縼绉昏繃绋嬪拰缁撴灉
缂栧啓Week 1鎬荤粨鎶ュ憡
瑙勫垝Week 2浠ｇ爜閲嶆瀯缁嗚妭

Week 1浜や粯鐗╂<E99097>鏌ユ竻鍗曪細

鉁?10涓猄chema鍏ㄩ儴鍒涘缓锛?璇︾粏+7绌猴級
鉁?Platform/AIA/PKB鏁版嵁100%杩佺Щ
鉁?Prisma妯″瀷鏇存柊瀹屾垚锛?涓<><E6B693>缁哠chema锛?- [ ] 鉁?鐜版湁鍔熻兘姝ｅ父杩愯<E69DA9>
鉁?AIA鍜孭KB瀹屾暣鏂囨。锛堟暟鎹<E69A9F>簱+API锛?- [ ] 鉁?杩佺Щ鑴氭湰鏂囨。鍖?

馃帹闃舵<E99783>2锛氬墠绔<E5A2A0>粺涓€鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰锛圵eek 2锛夆瓙猸愨瓙

*鏃堕棿锛? 2025-11-14 鑷?2025-11-20锛?澶╋級
*鏍稿績锛? 寤虹珛缁熶竴鍓嶇<E98D93>瀵艰埅妗嗘灦锛屾墍鏈夋ā鍧楁彃浠跺寲鎺ュ叆
*鐩<EFBFBD>爣锛? Week 3寮€鍙慉SL鏃讹紝鐩存帴鍦ㄧ粺涓€鏋舵瀯涓?

鏍稿績鍘熷垯锛氭灦鏋勫厛琛岋紝涓€娆″埌浣?猸愨瓙猸?

*涓轰粈涔堝墠绔<EFBFBD>灦鏋勮<EFBFBD>浼樺厛锛?

鉁?閬垮厤ASL寮€鍙戝畬鍚庡啀閲嶆瀯鍓嶇<E98D93>
鉁?涓€寮€濮嬪氨鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?3. 鉁?鍏朵粬妯″潡锛圓IA銆丳KB銆佸<E98A86>绋匡級鐩存帴鎺ュ叆
鉁?瀵艰埅銆佸竷灞€銆佽矾鐢变竴娆″埌浣?

Day 6-7锛堜笂鍗婂懆锛夛細鍓嶇<E98D93>缁熶竴鏋舵瀯猸愨瓙猸?鏍稿績浠诲姟

Day 6涓婂崍锛氬墠绔<E5A2A0>灦鏋勮<E98F8B>璁?猸?鍏抽敭璁捐<E79281>

*浠诲姟锛氬墠绔<EFBFBD>灦鏋勬暣浣撹<EFBFBD>璁?

姊崇悊鍓嶇<EFBFBD>鏋舵瀯闇€姹傚拰鐩<EFBFBD>爣
纭<EFBFBD>畾鍓嶇<EFBFBD>鎶€鏈<EFBFBD>爤鍜屽伐鍏烽摼
璁捐<EFBFBD>妯″潡娉ㄥ唽鏈哄埗
璁捐<EFBFBD>缁熶竴瀵艰埅鍜屽竷灞€鏂规<EFBFBD>
缂栧啓鍓嶇<EFBFBD>鏋舵瀯璁捐<EFBFBD>鏂囨。

*闇€瑕佽В鍐崇殑鏍稿績闂<EFBFBD><EFBFBD>锛?

1. 鎶€鏈<E282AC>爤閫夋嫨

UI缁勪欢搴撻€夋嫨锛圓nt Design? Material-UI? 鑷<>爺锛燂級
璺<EFBFBD>敱鏂规<EFBFBD>锛圧eact Router閰嶇疆锛?- 鐘舵€佺<E282AC>鐞嗭紙Redux? Zustand? 涓嶇敤锛燂級
鏋勫缓宸ュ叿锛堝綋鍓峍ite锛屾槸鍚﹂渶瑕佽皟鏁达紵锛? 2. 缁熶竴甯冨眬璁捐<E79281>
椤堕儴瀵艰埅鏍忚<EFBFBD>璁★紙Logo銆佹ā鍧楀垏鎹€€佺敤鎴蜂俊鎭<EFBFBD>級
渚ц竟鑿滃崟璁捐<EFBFBD>锛堟ā鍧楀唴瀵艰埅銆佹敹缂?灞曞紑锛?- 闈㈠寘灞戣<E7819E>璁★紙褰撳墠浣嶇疆鎸囩ず锛?- 涓诲唴瀹瑰尯甯冨眬

*3. 妯″潡鎻掍欢鍖栨満鍒?

妯″潡濡備綍娉ㄥ唽鍒颁富搴旂敤锛?- 妯″潡璺<E6BDA1>敱濡備綍鍔ㄦ€佸姞杞斤紵
妯″潡鏉冮檺濡備綍鎺у埗锛?- 妯″潡鏍峰紡濡備綍闅旂<E99785>锛? 4. 瀵艰埅缁撴瀯璁捐<E79281>
涓€绾у<EFBFBD>鑸<EFBFBD>細妯″潡绾э紙AIA銆丳KB銆丄SL銆佸<EFBFBD>绋跨瓑锛?- 浜岀骇瀵艰埅锛氬姛鑳界骇锛堥」鐩<E3808D><E990A9>鐞嗐€佸<E282AC>璇濄€佹枃鐚<E69E83>瓫閫夌瓑锛?- 瀵艰埅濡備綍鍝嶅簲寮忛€傞厤锛? *杈撳嚭鏂囨。锛?
01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/04-鍓嶇<E98D93>鏋舵瀯瀹炴柦鏂规<E98F82>-V2.md
鏇存柊锛歚01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/01-鍓嶇<E98D93>鎬讳綋鏋舵瀯璁捐<E79281>.md`
鏇存柊锛歚01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/02-瀵艰埅缁撴瀯璁捐<E79281>.md`

鍙傝€冩枃妗ｏ細

01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/01-鍓嶇<E98D93>鎬讳綋鏋舵瀯璁捐<E79281>.md锛堢幇鏈夎<EFBFBD>璁★級
01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/02-瀵艰埅缁撴瀯璁捐<E79281>.md锛堢幇鏈夊<EFBFBD>鑸<EFBFBD>級
01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/03-鏋舵瀯鍘熷瀷鍥?html锛堝師鍨嬪弬鑰冿級

*璁捐<EFBFBD>瑕佺偣锛?

涓昏<EFBFBD>鑰冭檻锛?1. 绠€鍗曟槗缁存姢锛堝崟浜哄紑鍙戯級
2. 妯″潡鍖栨竻鏅帮紙鏀<E7B499>寔鐙<E5AF94>珛寮€鍙戯級
3. 鎵╁睍鎬уソ锛堟柊妯″潡蹇<E6BDA1>€熸帴鍏ワ級
4. 鐢ㄦ埛浣撻獙浣筹紙缁熶竴鐨勪氦浜掗<E6B59C>鏍硷級

Day 6涓嬪崍-Day 7锛氬墠绔<E5A2A0>灦鏋勫疄鏂?

浠诲姟1锛氬垱寤虹粺涓€甯冨眬妗嗘灦

鍒涘缓 frontend/src/layouts/MainLayout.tsx
- 椤堕儴瀵艰埅鏍忕粍浠? - 渚ц竟鑿滃崟缁勪欢
- 涓诲唴瀹瑰尯
- 闈㈠寘灞戝<EFBFBD>鑸?- [ ] 鍒涘缓 frontend/src/components/TopNav.tsx
鍒涘缓 frontend/src/components/SideMenu.tsx

*浠诲姟2锛氬疄鐜版ā鍧楁敞鍐屾満鍒?

鍒涘缓 frontend/src/router/moduleRegistry.ts
瀹氫箟妯″潡閰嶇疆鎺ュ彛
瀹炵幇鍔ㄦ€佽矾鐢卞姞杞?- [ ] 瀹炵幇妯″潡鏉冮檺鎺у埗

*浠诲姟3锛氭暣鍚堢幇鏈夋ā鍧?

閲嶆瀯AIA妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級
閲嶆瀯PKB妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級
閲嶆瀯瀹＄ǹ妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級

浠诲姟4锛氫负鏈<EFBFBD>潵妯″潡棰勭暀鍏ュ彛

ASL妯″潡鍏ュ彛锛堝崰浣嶇<EFBFBD>锛屾樉绀?寮€鍙戜腑"锛?- [ ] 鏁版嵁娓呮礂鍏ュ彛锛堝崰浣嶇<E6B5A3>锛?- [ ] 缁熻<E7BC81>鍒嗘瀽鍏ュ彛锛堝崰浣嶇<E6B5A3>锛?- [ ] 杩愯惀绠＄悊鍏ュ彛锛堝崰浣嶇<E6B5A3>锛? *鍓嶇<EFBFBD>鐩<EFBFBD>綍缁撴瀯锛?

frontend/
鈹溾攢鈹€ src/
鈹?  鈹溾攢鈹€ layouts/                    # 甯冨眬缁勪欢
鈹?  鈹?  鈹斺攢鈹€ MainLayout.tsx         # 缁熶竴甯冨眬锛氶《閮ㄥ<E996AE>鑸?渚ц竟鏍?鈹?  鈹溾攢鈹€ components/                # 閫氱敤缁勪欢
鈹?  鈹?  鈹溾攢鈹€ TopNav.tsx             # 椤堕儴瀵艰埅鏍?鈹?  鈹?  鈹溾攢鈹€ SideMenu.tsx           # 渚ц竟鑿滃崟
鈹?  鈹?  鈹斺攢鈹€ Breadcrumb.tsx         # 闈㈠寘灞?鈹?  鈹溾攢鈹€ router/                    # 璺<>敱绠＄悊
鈹?  鈹?  鈹溾攢鈹€ index.tsx              # 涓昏矾鐢遍厤缃?鈹?  鈹?  鈹斺攢鈹€ moduleRegistry.ts      # 妯″潡娉ㄥ唽涓<E594BD>績
鈹?  鈹溾攢鈹€ modules/                   # 妯″潡鍖栫洰褰?鈹?  鈹?  鈹溾攢鈹€ aia/                   # AI鏅鸿兘闂<E58598>瓟锛堝凡鏈夛級
鈹?  鈹?  鈹?  鈹溾攢鈹€ routes.tsx         # 妯″潡璺<E6BDA1>敱
鈹?  鈹?  鈹?  鈹溾攢鈹€ pages/             # 椤甸潰缁勪欢
鈹?  鈹?  鈹?  鈹斺攢鈹€ index.ts           # 妯″潡瀵煎嚭
鈹?  鈹?  鈹溾攢鈹€ pkb/                   # 涓<>汉鐭ヨ瘑搴擄紙宸叉湁锛?鈹?  鈹?  鈹溾攢鈹€ review/                # 瀹＄ǹ绯荤粺锛堝凡鏈夛級
鈹?  鈹?  鈹溾攢鈹€ asl/                   # AI鏅鸿兘鏂囩尞锛堝崰浣嶏級
鈹?  鈹?  鈹溾攢鈹€ dataClean/             # 鏁版嵁娓呮礂锛堝崰浣嶏級
鈹?  鈹?  鈹溾攢鈹€ statistics/            # 缁熻<E7BC81>鍒嗘瀽锛堝崰浣嶏級
鈹?  鈹?  鈹斺攢鈹€ admin/                 # 杩愯惀绠＄悊锛堝崰浣嶏級
鈹?  鈹斺攢鈹€ App.tsx                    # 搴旂敤鍏ュ彛

*楠屾敹鏍囧噯锛?

鉁?缁熶竴甯冨眬鍒涘缓瀹屾垚
鉁?3涓<33>幇鏈夋ā鍧楁垚鍔熸帴鍏ョ粺涓€瀵艰埅
鉁?妯″潡鍒囨崲娴佺晠锛岃矾鐢辨<E990A2>甯?- [ ] 鉁?鍗犱綅妯″潡鏄剧ず"寮€鍙戜腑"鐘舵€?- [ ] 鉁?鍓嶇<E98D93>鏋舵瀯鏂囨。瀹屽杽

Day 8-9锛堜笅鍗婂懆锛夛細鍚庣<E98D9A>浠ｇ爜鍒嗗眰

*浠诲姟锛氬缓绔嬩笁灞備唬鐮佺粨鏋?

鍒涘缓 platform/common/modules 涓夊眰鐩<E79CB0>綍
杩佺Щ鐜版湁浠ｇ爜鍒版柊缁撴瀯
寤虹珛缁熶竴閿欒<EFBFBD>澶勭悊
寤虹珛缁熶竴鏃ュ織绯荤粺

*鍚庣<EFBFBD>鐩<EFBFBD>綍缁撴瀯锛?

backend/src/
鈹溾攢鈹€ platform/           # L1锛氬钩鍙板熀纭€灞?鈹?  鈹溾攢鈹€ auth/          # 璁よ瘉锛圝WT銆丼ession锛?鈹?  鈹溾攢鈹€ permissions/   # 鏉冮檺绠＄悊锛圧BAC锛?鈹?  鈹斺攢鈹€ users/         # 鐢ㄦ埛鏈嶅姟
鈹溾攢鈹€ common/            # L2锛氶€氱敤鑳藉姏灞?鈹?  鈹溾攢鈹€ llm/           # LLM璋冪敤锛堜繚鐣欑畝鍗曞疄鐜帮級
鈹?  鈹?  鈹溾攢鈹€ deepseek.ts
鈹?  鈹?  鈹溾攢鈹€ closeai.ts  # 猸?GPT-5 + Claude-4.5
鈹?  鈹?  鈹斺攢鈹€ qwen.ts
鈹?  鈹溾攢鈹€ files/         # 鏂囦欢澶勭悊
鈹?  鈹斺攢鈹€ utils/         # 宸ュ叿鍑芥暟
鈹斺攢鈹€ modules/           # L3锛氫笟鍔℃ā鍧楀眰
    鈹溾攢鈹€ aia/           # AI鏅鸿兘闂<E58598>瓟
    鈹溾攢鈹€ pkb/           # 涓<>汉鐭ヨ瘑搴?    鈹溾攢鈹€ review/        # 瀹＄ǹ绯荤粺
    鈹斺攢鈹€ asl/           # AI鏅鸿兘鏂囩尞锛堝噯澶囩洰褰曪級

*璇存槑锛?

LLM璋冪敤鏆傛椂淇濈暀绠€鍗曞疄鐜帮紙宸插<EFBFBD>鐢<EFBFBD>級
CloseAI閰嶇疆宸插畬鎴愶紝鍙<EFBFBD>洿鎺ヤ娇鐢?涓狶LM
Week 5鍐嶇粺涓€鎶藉彇LLM缃戝叧

*楠屾敹鏍囧噯锛?

鉁?涓夊眰鐩<E79CB0>綍缁撴瀯娓呮櫚
鉁?鐜版湁浠ｇ爜杩佺Щ瀹屾垚
鉁?缁熶竴閿欒<E996BF>澶勭悊鍜屾棩蹇楃郴缁?- [ ] 鉁?鐜版湁鍔熻兘鏃犲洖褰?

Day 10锛堝懆鏈<E68786>級锛歐eek 2楠屾敹 + Week 3鍑嗗<E98D91>

浠诲姟1锛歐eek 2鎬讳綋楠屾敹

鍓嶇<EFBFBD>缁熶竴鏋舵瀯楠屾敹
鍚庣<EFBFBD>浠ｇ爜鍒嗗眰楠屾敹
缂栧啓Week 2鎬荤粨鎶ュ憡

浠诲姟2锛欰SL鍑嗗<EFBFBD>宸ヤ綔

闃呰<EFBFBD>ASL闇€姹傛枃妗?- [ ] 娴嬭瘯CloseAI杩炴帴锛?涓狶LM锛?- [ ] 瑙勫垝Week 3璇︾粏浠诲姟

Week 2浜や粯鐗╂竻鍗曪細

鉁?鍓嶇<E98D93>缁熶竴甯冨眬妗嗘灦
鉁?妯″潡娉ㄥ唽鍜屽姩鎬佽矾鐢辨満鍒?- [ ] 鉁?3涓<33>幇鏈夋ā鍧楁暣鍚堝畬鎴?- [ ] 鉁?鍚庣<E98D9A>涓夊眰浠ｇ爜缁撴瀯
鉁?鍓嶇<E98D93>鏋舵瀯璁捐<E79281>鏂囨。
鉁?ASL鍙<4C>互鍦ㄧ粺涓€妗嗘灦涓嬪紑濮嬪紑鍙?

馃摎闃舵<E99783>3锛欰SL鏍稿績鍔熻兘寮€鍙戯紙Week 3-4锛?

*鏃堕棿锛? 2025-11-21 鑷?2025-12-04锛?鍛<>級
*浼樺娍锛? 鍦ㄧ粺涓€鍓嶇<E98D93>鏋舵瀯涓嬪紑鍙戯紝4涓狶LM宸查厤缃<E58EA4>ソ
*閲嶇偣锛? 鏂囩尞绛涢€夋牳蹇冨姛鑳斤紙鍙屾ā鍨嬪<E98DA8>姣?涓夋ā鍨嬩徊瑁侊級

4涓狶LM閰嶇疆锛堝凡瀹屾垚锛夆瓙猸愨瓙

*鍙<EFBFBD>敤鐨?涓狶LM锛?

DeepSeek-V3 (鐩磋繛)
- 鐢ㄩ€旓細蹇<EFBFBD>€熷垵绛涳紝鎴愭湰浣? - 浠锋牸锛毬?.001/1K tokens
- 鍑嗙‘鐜囷細~85%
GPT-5-Pro (CloseAI浠ｇ悊) 猸?鏈€鏂? - 鐢ㄩ€旓細绮惧噯绛涢€夛紝璐ㄩ噺楂? - 浠锋牸锛毬?.10/1K tokens
- 鍑嗙‘鐜囷細~95%
- Model ID: gpt-5-pro
Claude-4.5-Sonnet (CloseAI浠ｇ悊) 猸?鏈€鏂? - 鐢ㄩ€旓細鍐茬獊浠茶<E6B5A0>锛岀粨鏋勫寲杈撳嚭
- 浠锋牸锛毬?.021/1K tokens
- 鍑嗙‘鐜囷細~93%
- Model ID: claude-sonnet-4-5-20250929
Qwen-Max (澶囬€?
- 鐢ㄩ€旓細闀挎枃鏈<EFBFBD><EFBFBD>鐞嗭紝鎬т环姣旈珮
- 浠锋牸锛毬?.004/1K tokens

*閰嶇疆鏂囨。锛?

02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?03-CloseAI闆嗘垚鎸囧崡.md 猸?- 07-杩愮淮鏂囨。/01-鐜<><E9909C>閰嶇疆鎸囧崡.md
backend/CLOSEAI-CONFIG.md

Week 3 Day 1-2锛欰SL璇︾粏璁捐<E79281>

Day 1涓婂崍锛?涓狶LM闆嗘垚娴嬭瘯猸?

*浠诲姟锛氶獙璇?涓狶LM鍙<4D>敤鎬?

娴嬭瘯DeepSeek-V3杩炴帴
娴嬭瘯GPT-5-Pro杩炴帴锛圕loseAI锛?- [ ] 娴嬭瘯Claude-4.5杩炴帴锛圕loseAI锛?- [ ] 娴嬭瘯Qwen-Max杩炴帴
缂栧啓LLM缁熶竴璋冪敤鏈嶅姟

鍙傝€冩枃妗ｏ細

02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?03-CloseAI闆嗘垚鎸囧崡.md

Day 1涓嬪崍锛欰SL鏁版嵁搴撹<E690B4>璁?

*浠诲姟锛氳<EFBFBD>璁<EFBFBD>sl_schema琛ㄧ粨鏋?

鏂囩尞椤圭洰琛<EFBFBD>紙literature_projects锛?- [ ] PICO閰嶇疆琛<E79686>紙pico_configs锛?- [ ] 鏂囩尞鏉＄洰琛<E6B4B0>紙literature_items锛? - 鍖呭惈4涓<34>ā鍨嬬殑绛涢€夌粨鏋滃瓧娈? - 鍏辫瘑鍐崇瓥瀛楁<E7809B>
- 鎴愭湰缁熻<EFBFBD>瀛楁<EFBFBD>

ASL鏂囩尞鏉＄洰琛ㄨ<EFBFBD>璁＄ず渚嬶細

CREATE TABLE asl_schema.literature_items (
    id UUID PRIMARY KEY,
    project_id UUID REFERENCES asl_schema.literature_projects(id),
    title TEXT NOT NULL,
    abstract TEXT,
    authors TEXT,
    journal VARCHAR(200),
    year INTEGER,
    doi VARCHAR(200),
    
    -- 4涓<34>ā鍨嬬殑绛涢€夌粨鏋?    deepseek_decision VARCHAR(50),      -- include/exclude/uncertain
    deepseek_reason TEXT,
    deepseek_confidence FLOAT,          -- 0-1缃<31>俊搴?    
    gpt5_decision VARCHAR(50),
    gpt5_reason TEXT,
    gpt5_confidence FLOAT,
    
    claude_decision VARCHAR(50),
    claude_reason TEXT,
    claude_confidence FLOAT,
    
    qwen_decision VARCHAR(50),          -- 澶囩敤
    qwen_reason TEXT,
    qwen_confidence FLOAT,
    
    -- 鏈€缁堝喅绛栵紙鍙<E7B499>兘鍩轰簬澶氭ā鍨嬫姇绁<E5A787>級
    final_decision VARCHAR(50),
    consensus_level VARCHAR(50),        -- high/medium/low
    
    -- 鎴愭湰杩借釜
    total_tokens INT,
    estimated_cost DECIMAL(10,4),
    
    created_at TIMESTAMP,
    updated_at TIMESTAMP
);

*杈撳嚭鏂囨。锛?

03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md

Day 2锛欰SL API鍜屽墠绔<E5A2A0><E7BB94>璁?

浠诲姟1锛欰PI璁捐<EFBFBD>

椤圭洰绠＄悊API
鏂囩尞瀵煎叆API
4妯″瀷绛涢€堿PI锛堟牳蹇冿級
缁撴灉鏌ヨ<EFBFBD>API

*浠诲姟2锛氬墠绔<EFBFBD>〉闈㈣<EFBFBD>璁?

鍦?frontend/src/modules/asl/ 涓嬭<E6B693>璁￠〉闈㈢粨鏋?- [ ] 鑷<>姩鎺ュ叆缁熶竴瀵艰埅锛堝凡鏈夋<E98F88>鏋讹級
璁捐<EFBFBD>绛涢€夌粨鏋滃睍绀猴紙鏄剧ず4涓<EFBFBD>ā鍨嬫剰瑙侊級

*杈撳嚭鏂囨。锛?

03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md
03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?03-鍓嶇<E98D93>椤甸潰璁捐<E79281>.md

Week 3 Day 3-5 + Week 4锛欰SL鏍稿績鍔熻兘寮€鍙?

*鍔熻兘1锛氭枃鐚<EFBFBD>」鐩<EFBFBD><EFBFBD>鐞?

鍒涘缓/缂栬緫/鍒犻櫎椤圭洰
PICO閰嶇疆
椤圭洰鍒楄〃灞曠ず

*鍔熻兘2锛氭枃鐚<EFBFBD><EFBFBD>鍏?

CSV鏍煎紡瑙ｆ瀽
鎵归噺瀵煎叆
鏁版嵁楠岃瘉

鍔熻兘3锛?妯″瀷鏅鸿兘绛涢€?猸愨瓙猸?鏍稿績鍔熻兘

鍙屾ā鍨嬪苟琛岀瓫閫夛紙DeepSeek + GPT-5锛?- [ ] 缁撴灉涓€鑷存€у垽鏂?- [ ] 鍐茬獊鏃跺惎鐢–laude浠茶<E6B5A0>
鎴愭湰缁熻<EFBFBD>鍜屼紭鍖? 绛涢€夌瓥鐣ワ紙鍙傝€僀loseAI闆嗘垚鎸囧崡锛夛細

*绛栫暐1锛氬弻妯″瀷瀵规瘮锛堟帹鑽愶級猸?

async screenWithTwoModels(literature) {
  const [deepseek, gpt5] = await Promise.all([
    llm.chat('deepseek', prompt),
    llm.chat('gpt5', prompt),
  ]);
  
  if (deepseek.decision === gpt5.decision) {
    return { consensus: 'high', decision: deepseek.decision };
  }
  
  // 鍚<>敤Claude浠茶<E6B5A0>
  const claude = await llm.chat('claude', prompt);
  return resolveConflict([deepseek, gpt5, claude]);
}

*绛栫暐2锛氭垚鏈<EFBFBD>紭鍖?

// 绗<>竴杞<E7ABB4>細鐢―eepSeek蹇<6B>€熷垵绛涳紙渚垮疁锛?const quickScreen = await llm.chat('deepseek', prompt);

// 鍙<>湁uncertain鐨勬墠鐢℅PT-5澶嶆牳
if (quickScreen.decision === 'uncertain') {
  const detailedScreen = await llm.chat('gpt5', prompt);
  return detailedScreen;
}

return quickScreen;

*鍔熻兘4锛氱瓫閫夌粨鏋滅<EFBFBD>鐞?

缁撴灉灞曠ず锛?涓<>ā鍨嬪<E98DA8>姣旓級
鍏辫瘑搴﹀睍绀?- [ ] 浜哄伐澶嶆牳鐣岄潰
瀵煎嚭鍔熻兘

Week 4浜や粯鐗╋細

鉁?ASL Phase 1瀹屾暣鍔熻兘
鉁?4涓狶LM闆嗘垚瀹屾垚
鉁?鍙屾ā鍨嬪<E98DA8>姣?涓夋ā鍨嬩徊瑁佸疄鐜?- [ ] 鉁?绛涢€夌粨鏋滃<E98F8B>姣斿睍绀?- [ ] 鉁?瀹屾暣娴嬭瘯閫氳繃

馃敡闃舵<E99783>4锛歀LM缃戝叧缁熶竴 + 鍏朵粬妯″潡锛圵eek 5+锛?

*鏃堕棿锛? 2025-12-05 寮€濮? *绛栫暐锛? 鏈変簡澶氫釜妯″潡瀹炶返锛岀粺涓€鎶藉彇LLM缃戝叧

Week 5-6锛歀LM缃戝叧閲嶆瀯猸?

*涓轰粈涔圵eek 5鍐嶅仛锛?

鉁?Week 3-4 ASL寮€鍙戞椂锛屽凡鏈?涓<>ā鍨嬪疄璺?- 鉁?鏈変簡鍏蜂綋浣跨敤鍦烘櫙锛屾娊鍙栨洿鍚堢悊
鉁?閬垮厤杩囧害璁捐<E79281>

*浠诲姟锛?

缁熶竴LLM璋冪敤鎺ュ彛
鐗堟湰鍒嗙骇锛堜笓涓氱増/楂樼骇鐗?鏃楄埌鐗堬級
閰嶉<EFBFBD>绠＄悊鍜岄檺娴?- [ ] Token璁℃暟鍜岃<E98D9C>璐?- [ ] 浣跨敤璁板綍鍜岀洃鎺? *鍟嗕笟妯″紡鏀<EFBFBD>寔锛?

涓撲笟鐗?鈫?DeepSeek-V3锛堜究瀹滐紝楼0.001/1K tokens锛?楂樼骇鐗?鈫?DeepSeek + GPT-5
鏃楄埌鐗?鈫?DeepSeek + GPT-5 + Claude-4.5 + Qwen

鍙傝€冿細

02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?[AI瀵规帴] LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃.md

Week 7+锛氬叾浠栨ā鍧?

鏁版嵁娓呮礂妯″潡锛圖C锛? 璁捐<E79281>dc_schema
鏅鸿兘缁熻<EFBFBD>鍒嗘瀽锛圫SA锛? 璁捐<E79281>ssa_schema
缁熻<EFBFBD>鍒嗘瀽宸ュ叿锛圫T锛? 璁捐<E79281>st_schema
杩愯惀绠＄悊锛圓DMIN锛? 璁捐<E79281>admin_schema

馃搳宸ヤ綔閲忔€荤粨

闃舵<EFBFBD>	浠诲姟	棰勮<EFBFBD>宸ヤ綔閲?	鍏抽敭杈撳嚭
Week 1	Schema闅旂<EFBFBD>锛?+7锛?	2澶?	10涓猄chema + 鏂囨。鉁?
Week 2	鍓嶇<EFBFBD>鏋舵瀯+鍚庣<E98D9A>鍒嗗眰	3.5澶?	缁熶竴瀵艰埅 + 涓夊眰浠ｇ爜猸愨瓙猸?
Week 3-4	ASL寮€鍙戯紙4涓狶LM锛?	2鍛?	鏂囩尞绛涢€夊畬鏁村姛鑳?猸愨瓙
Week 5+	LLM缃戝叧+鍏朵粬妯″潡	鎸佺画	LLM缃戝叧 + 鍏朵粬妯″潡

*鎬讳綋锛? 4鍛ㄦ牳蹇冨紑鍙?+ 鎸佺画浼樺寲鎵╁睍

馃幆鎴愬姛鏍囧噯

Week 1鎴愬姛鏍囧噯

鉁?10涓猄chema鍏ㄩ儴鍒涘缓锛?璇︾粏+7绌猴級
鉁?Platform/AIA/PKB鏁版嵁100%杩佺Щ
鉁?AIA鍜孭KB鏂囨。瀹屾暣
鉁?鐜版湁鍔熻兘姝ｅ父杩愯<E69DA9>

Week 2鎴愬姛鏍囧噯猸愨瓙猸?- [ ] 鉁?鍓嶇<EFBFBD>缁熶竴甯冨眬妗嗘灦瀹屾垚

鉁?3涓<EFBFBD>幇鏈夋ā鍧楁垚鍔熸帴鍏ョ粺涓€瀵艰埅
鉁?妯″潡娉ㄥ唽鏈哄埗娓呮櫚
鉁?鍚庣<E98D9A>涓夊眰浠ｇ爜缁撴瀯娓呮櫚
鉁?ASL鍙<4C>互鍦ㄧ粺涓€妗嗘灦涓嬪紑濮嬪紑鍙?

Week 3-4鎴愬姛鏍囧噯

鉁?ASL鏂囩尞绛涢€夊姛鑳藉畬鏁?- [ ] 鉁?4涓狶LM闆嗘垚鎴愬姛锛圖eepSeek/GPT-5/Claude-4.5/Qwen锛?- [ ] 鉁?鍙屾ā鍨嬪<E98DA8>姣?涓夋ā鍨嬩徊瑁佸疄鐜?- [ ] 鉁?绛涢€夌粨鏋滃<E98F8B>姣斿睍绀哄畬鍠?

Week 5+鎴愬姛鏍囧噯

鉁?LLM缃戝叧缁熶竴璋冪敤鎺ュ彛
鉁?閰嶉<E996B0>绠＄悊鍜岃<E98D9C>璐圭郴缁?- [ ] 鉁?鍏朵粬妯″潡閫愭<E996AB>寮€鍙?

馃挕鍏抽敭浼樺娍鎬荤粨

V2.2鐗堢殑鏍稿績浼樺娍猸愨瓙猸?

*1. 鏋舵瀯鍏堣<E98D8F>锛岄伩鍏嶈繑宸?

鍓嶇<EFBFBD>缁熶竴鏋舵瀯鍏堝畬鎴?- ASL鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?- 涓嶉渶瑕佸紑鍙戝悗鍐嶉噸鏋? *2. 鑱氱劍鏍稿績浠峰€?
Week 1: 鏁版嵁鏋舵瀯鍩虹<E98DA9> 鉁?- Week 2: 鍓嶇<EFBFBD>+鍚庣<E98D9A>鏋舵瀯缁熶竴 猸?- Week 3-4: ASL鏍稿績鍔熻兘猸?- Week 5+: 浼樺寲鍜屾墿灞? *3. Just-in-time寮€鍙?
Schema: 3璇︾粏+7绌猴紝闇€瑕佹椂鍐嶈<E98D90>璁?- LLM缃戝叧锛歐eek 5鏈夊疄璺靛啀鎶藉彇
鍏朵粬妯″潡锛氭寜闇€閫愭<EFBFBD>寮€鍙?- 閬垮厤杩囧害璁捐<E79281>

*4. 4涓狶LM宸插氨缁?

DeepSeek-V3 鉁?蹇<>€熶究瀹?- GPT-5-Pro 鉁?楂樿川閲忥紙CloseAI锛?- Claude-4.5 鉁?缁撴瀯鍖栧ソ锛圕loseAI锛?- Qwen-Max 鉁?闀挎枃鏈?

馃敆鐩稿叧鏂囨。

鏍稿績鍙傝€冩枃妗?

*鍓嶇<EFBFBD>鏋舵瀯锛?

鍓嶇<EFBFBD>鎬讳綋鏋舵瀯璁捐<EFBFBD>
瀵艰埅缁撴瀯璁捐<EFBFBD>
[鏋舵瀯鍘熷瀷鍥綸(../01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/03-鏋舵瀯鍘熷瀷鍥?html)

*LLM閰嶇疆锛?

*Schema璁捐<EFBFBD>锛?

[鏁版嵁搴撹繛鎺ラ厤缃甝(../09-鏋舵瀯瀹炴柦/02-鏁版嵁搴撹繛鎺ラ厤缃?md)
migration鑴氭湰鎸囧崡

馃搵璇︾粏浠诲姟娓呭崟锛圱o Do List锛?

**鍏?5椤规牳蹇冧换鍔?*锛屾兜鐩朩eek 1鑷砏eek 4鐨勫畬鏁村紑鍙戣<E98D99>鍒?

馃幆 Week 1锛歋chema闅旂<E99785>锛?璇︾粏+7绌猴級- 14椤逛换鍔?

Day 1-2锛氭灦鏋勮<E98F8B>鍒掍笌璁捐<E79281>锛堝墠5椤癸級

鉁?浠诲姟1锛?0涓猄chema鏋舵瀯瑙勫垝 馃搻 - 鉁?宸插畬鎴?2025-11-12

缁樺埗10涓猄chema鐨勫畬鏁存灦鏋勫浘锛堟灦鏋勫眰闈<EFBFBD>級
鏄庣‘3涓<EFBFBD>渶瑕佽縼绉荤殑Schema锛圥latform/AIA/PKB锛?- [x] 鏄庣‘7涓<37>┖Schema鐨勭敤閫旓紙ASL/Common/DC/RVW/ADMIN/SSA/ST锛?- [x] 缂栧啓Schema鏋舵瀯鏂囨。
馃搫杈撳嚭锛歚09-鏋舵瀯瀹炴柦/01-Schema闅旂<E99785>鏋舵瀯璁捐<E79281>锛?0涓<30>級.md` 鉁?- 鈴憋笍瀹為檯鏃堕棿锛?灏忔椂

鉁?浠诲姟2锛歱latform_schema璁捐<E79281> - 鉁?宸插畬鎴?2025-11-12

璁捐<EFBFBD>鐢ㄦ埛琛ㄧ粨鏋勶紙浠巔ublic.users杩佺Щ锛?- [x] 瀹氫箟瀛楁<E7809B>锛氱敤鎴蜂俊鎭<E4BF8A>€佹潈闄愩€侀厤棰濄€佽瘯鐢ㄧ姸鎬佺瓑
缂栧啓SQL寤鸿〃璇<EFBFBD>彞
鈴憋笍瀹為檯鏃堕棿锛氬寘鍚<E5AF98>湪浠诲姟1

鉁?浠诲姟3锛歛ia_schema璁捐<E79281> - 鉁?宸插畬鎴?2025-11-12

璁捐<EFBFBD>5涓<EFBFBD>〃锛歱rojects, conversations, messages, general_conversations, general_messages
瀹氫箟琛ㄥ叧绯诲拰澶栭敭绾︽潫
缂栧啓SQL寤鸿〃璇<EFBFBD>彞
鈴憋笍瀹為檯鏃堕棿锛氬寘鍚<E5AF98>湪浠诲姟1

鉁?浠诲姟4锛歱kb_schema璁捐<E79281> - 鉁?宸插畬鎴?2025-11-12

璁捐<EFBFBD>5涓<EFBFBD>〃锛堝寘鍚玃hase 3鐨勬壒澶勭悊浠诲姟琛<E5A79F>級
鍖呭惈Phase 2鍏ㄦ枃闃呰<E99783>瀛楁<E7809B>锛坒ull_text, full_text_length绛夛級
缂栧啓SQL寤鸿〃璇<EFBFBD>彞
鈴憋笍瀹為檯鏃堕棿锛氬寘鍚<E5AF98>湪浠诲姟1

鉁?浠诲姟5锛?涓<>┖Schema鐨凷QL + 杩佺Щ鑴氭湰 - 鉁?宸插畬鎴?2025-11-12

缂栧啓7涓<EFBFBD>┖Schema鐨凜REATE SCHEMA璇<41>彞锛圓SL/Common/DC/RVW/ADMIN/SSA/ST锛?- [x] 缂栧啓001鑴氭湰锛氬垱寤?0涓猄chema
缂栧啓002鑴氭湰锛氳縼绉籶latform_schema
缂栧啓003鑴氭湰锛氳縼绉籥ia_schema
缂栧啓004鑴氭湰锛氳縼绉籶kb_schema
缂栧啓005鑴氭湰锛氶獙璇佹暟鎹<EFBFBD>畬鏁存€?- 馃搫杈撳嚭锛?涓猄QL杩佺Щ鑴氭湰鉁?- 鈴憋笍瀹為檯鏃堕棿锛?灏忔椂

Day 3锛氭墽琛岃縼绉伙紙绗?-7椤癸級

鉁?浠诲姟6锛氭墽琛孲chema杩佺Щ 猸?- 鉁?宸插畬鎴?2025-11-12

澶囦唤褰撳墠鏁版嵁搴擄紙娴嬭瘯鐜<EFBFBD><EFBFBD>锛屽凡纭<EFBFBD><EFBFBD>鍙<EFBFBD>帴鍙楁暟鎹<EFBFBD>涪澶憋級
鎵ц<EFBFBD>001鑴氭湰锛氬垱寤?0涓猄chema锛?璇︾粏+7绌猴級
鎵ц<EFBFBD>002-004鑴氭湰锛氳縼绉?涓猄chema鐨勬暟鎹?- [x] 鎵ц<E98EB5>005鑴氭湰锛氶獙璇佹暟鎹<E69A9F>畬鏁存€?- [x] 璁板綍杩佺Щ鏃ュ織
馃搫杈撳嚭锛? - 09-鏋舵瀯瀹炴柦/Schema杩佺Щ瀹屾垚鎶ュ憡.md 鉁? - 09-鏋舵瀯瀹炴柦/鏁版嵁搴撻獙璇侀€氳繃.md 鉁?- 鈴憋笍瀹為檯鏃堕棿锛?0鍒嗛挓
馃挕 **閬囧埌闂<E59F8C><E99782>**锛氬垪鍚嶆槧灏勯棶棰橈紙rawOutput/outputFields锛夛紝宸蹭慨澶? *鉁?浠诲姟7锛氶獙璇佺幇鏈夊姛鑳? - 鉁?宸插畬鎴?2025-11-12
娴嬭瘯AI鏅鸿兘闂<EFBFBD>瓟鍔熻兘锛堜娇鐢╝ia_schema锛? 椤圭洰API銆佸<E98A86>璇滱PI姝ｅ父
娴嬭瘯鐭ヨ瘑搴撳姛鑳斤紙浣跨敤pkb_schema锛? 鐭ヨ瘑搴揂PI姝ｅ父
楠岃瘉10涓猄chema鍏ㄩ儴鍒涘缓
淇<EFBFBD><EFBFBD>鍙戠幇鐨勯棶棰?- 鏃犻渶淇<E6B8B6><E6B787>锛孭risma鑷<61>姩澶勭悊锛?- 鉁?楠屾敹鏍囧噯锛氱幇鏈夊姛鑳芥<E991B3>甯歌繍琛岋紝鏁版嵁杩佺Щ100%鎴愬姛鉁?- 馃搫杈撳嚭锛歚09-鏋舵瀯瀹炴柦/蹇<>€熷姛鑳芥祴璇曟姤鍛?md` 鉁?- 鈴憋笍瀹為檯鏃堕棿锛?5鍒嗛挓

Day 4锛歅risma閰嶇疆涓庢枃妗ｏ紙绗?-10椤癸級

鉁?浠诲姟8锛歅risma澶歋chema閰嶇疆 猸?- 鉁?宸插畬鎴?2025-11-12

鏇存柊schema.prisma鏀<61>寔11涓猄chema锛?0涓?public锛?- [x] 涓?3涓猰odels娣诲姞@@schema()鏍囩<E98F8D>
閰嶇疆datasource.schemas鏁扮粍
鐢熸垚Prisma Client鎴愬姛
楠岃瘉API鍔熻兘姝ｅ父锛堟棤闇€鍗曞厓娴嬭瘯锛岄泦鎴愭祴璇曞凡閫氳繃锛?- 馃搫杈撳嚭锛? - backend/prisma/schema.prisma 宸叉洿鏂?鉁? - 09-鏋舵瀯瀹炴柦/Prisma閰嶇疆瀹屾垚鎶ュ憡.md 鉁?- 鈴憋笍瀹為檯鏃堕棿锛?0鍒嗛挓
馃挕 鍙戠幇锛氱Щ闄や簡deprecated鐨刾reviewFeatures

*鉁?浠诲姟9锛氬垱寤篈IA鏁版嵁搴撹<E690B4>璁℃枃妗? - 鉁?宸插畬鎴?2025-11-12

鍒涘缓 03-涓氬姟妯″潡/AIA-AI鏅鸿兘闂<E58598>瓟/02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md
鍩轰簬宸茶縼绉荤殑5涓<EFBFBD>〃缂栧啓瀹屾暣鏂囨。
鍖呮嫭锛氳〃缁撴瀯銆丳risma Model銆佷笟鍔¤<E98D94>鍒欍€佺储寮曡<E5AFAE>璁°€丒R鍏崇郴鍥?- [x] 娣诲姞璺⊿chema寮曠敤璇存槑
馃搫杈撳嚭锛氬畬鏁存枃妗ｏ紙523琛岋紝鍚玀ermaid鍥捐〃锛夆渽
鈴憋笍瀹為檯鏃堕棿锛?0鍒嗛挓

*鉁?浠诲姟10锛氬垱寤篜KB鏁版嵁搴撹<E690B4>璁℃枃妗? - 鉁?宸插畬鎴?2025-11-12

鍒涘缓 03-涓氬姟妯″潡/PKB-涓<>汉鐭ヨ瘑搴?02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md
鍩轰簬宸茶縼绉荤殑5涓<EFBFBD>〃缂栧啓瀹屾暣鏂囨。锛堝惈Phase 3鐨?涓<>壒澶勭悊琛<E6828A>級
閲嶇偣璇存槑Phase 2鍏ㄦ枃闃呰<E99783>鐩稿叧瀛楁<E7809B>锛坒ull_text, full_text_length, metadata锛?- [x] 璇︾粏璇存槑Phase 3鎵瑰<E98EB5>鐞嗗伐浣滄祦绋?- 馃搫杈撳嚭锛氬畬鏁存枃妗ｏ紙592琛岋紝鍚玀ermaid鍥捐〃鍜屾祦绋嬪浘锛夆渽
鈴憋笍瀹為檯鏃堕棿锛?0鍒嗛挓

Day 5锛氫唬鐮侀€傞厤涓庨獙鏀讹紙绗?1-14椤癸級

鉂?浠诲姟11锛氫唬鐮侀€傞厤鏂癝chema - 馃帀 鍙栨秷锛堟棤闇€鎵ц<EFBFBD>锛?025-11-12

~~[ ] 鏇存柊鎵€鏈夋暟鎹<E69A9F>簱鏌ヨ<E98F8C>浠ｇ爜~~
~~[ ] 浣跨敤鏂扮殑Prisma Client~~
~~[ ] 鏇存柊API璺<49>敱~~
~~[ ] 杩愯<E69DA9>闆嗘垚娴嬭瘯~~
馃挕 閲嶅ぇ鍙戠幇锛歅risma鑷<EFBFBD>姩澶勭悊Schema璺<EFBFBD>敱锛? - 鉁?浠ｇ爜鏃犻渶淇<E6B8B6>敼
- 鉁?鎵€鏈堿PI鑷<49>姩宸ヤ綔
- 鉁?璺⊿chema澶栭敭閫忔槑鏀<E6A791>寔
馃帀 鑺傜渷鏃堕棿锛?-4灏忔椂宸ヤ綔閲忥紒
鈴憋笍瀹為檯鏃堕棿锛?灏忔椂

鈴革笍浠诲姟12锛氳ˉ鍏匒PI璁捐<E79281>鏂囨。 - 鈴革笍 寤跺悗鎵ц<EFBFBD>

鍒涘缓 03-涓氬姟妯″潡/AIA-AI鏅鸿兘闂<E58598>瓟/02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md
鍒涘缓 03-涓氬姟妯″潡/PKB-涓<>汉鐭ヨ瘑搴?02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md
鍩轰簬鐜版湁API routes鏁寸悊鏂囨。
馃搶 **寤鸿<E5AFA4>**锛氬彲鍦╓eek 2-3寮€鍙戣繃绋嬩腑杈瑰紑鍙戣竟瀹屽杽
鈴憋笍棰勮<E6A3B0>鏃堕棿锛?灏忔椂

鈴革笍浠诲姟13锛歐eek 1鎬荤粨楠屾敹 馃搳 - 鈴革笍 寤跺悗鎵ц<EFBFBD>

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缂栧啓Week 1鎬荤粨鎶ュ憡锛堝彲涓嶹eek 2涓€璧烽獙鏀讹級
鉁?浜や粯鐗╂<E99097>鏌ユ竻鍗曪細
- 10涓猄chema鍏ㄩ儴鍒涘缓锛?璇︾粏+7绌猴級鉁? - [x] Platform/AIA/PKB鏁版嵁100%杩佺Щ 鉁? - [x] Prisma妯″瀷鏇存柊瀹屾垚鉁? - [x] 鐜版湁鍔熻兘姝ｅ父杩愯<E69DA9> 鉁? - [x] AIA鍜孭KB瀹屾暣鏂囨。锛堟暟鎹<E69A9F>簱锛夆渽
- 杩佺Щ鑴氭湰鏂囨。鍖?鉁? - [ ] API璁捐<E79281>鏂囨。锛堝欢鍚庯級
馃搶 **鏍稿績浠诲姟宸插畬鎴?*锛?1/14浠诲姟锛?9%锛?- 鈴憋笍鍓╀綑鏃堕棿锛?灏忔椂

鈴革笍浠诲姟14锛歐eek 2鍑嗗<E98D91>宸ヤ綔 - 鈴革笍 閮ㄥ垎瀹屾垚

瑙勫垝Week 2閲嶇偣浠诲姟锛堝墠绔<E5A2A0>灦鏋勪紭鍏堬級
闃呰<EFBFBD>鍓嶇<EFBFBD>鏋舵瀯璁捐<EFBFBD>鏂囨。
鍑嗗<EFBFBD>鍓嶇<EFBFBD>鏋舵瀯璁捐<EFBFBD>浼氳<EFBFBD>璁<EFBFBD><EFBFBD>
馃搶 **寤鸿<E5AFA4>**锛氱洿鎺ヨ繘鍏<E7B998>eek 2浠诲姟15锛堝墠绔<E5A2A0>灦鏋勮<E98F8B>璁★級
鈴憋笍棰勮<E6A3B0>鏃堕棿锛?0鍒嗛挓

馃帹 Week 2锛氬墠绔<E5A2A0>粺涓€鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰 - 6椤逛换鍔?

Day 6-7锛氬墠绔<E5A2A0>灦鏋勶紙涓婂崐鍛<E5B490>紝绗?5-18椤癸級猸愨瓙猸?

*鉁?浠诲姟15锛氬墠绔<E5A2A0>灦鏋勮<E98F8B>璁? 猸?鏍稿績浠诲姟

姊崇悊鍓嶇<EFBFBD>鏋舵瀯闇€姹傚拰鐩<EFBFBD>爣
纭<EFBFBD>畾鍓嶇<EFBFBD>鎶€鏈<EFBFBD>爤鍜屽伐鍏烽摼锛圲I缁勪欢搴撱€佽矾鐢便€佺姸鎬佺<EFBFBD>鐞嗭級
璁捐<EFBFBD>妯″潡娉ㄥ唽鏈哄埗
璁捐<EFBFBD>缁熶竴瀵艰埅鍜屽竷灞€鏂规<EFBFBD>锛堥《閮ㄥ<EFBFBD>鑸<EFBFBD>€佷晶杈硅彍鍗曘€侀潰鍖呭睉锛?- [ ] 缂栧啓鍓嶇<E98D93>鏋舵瀯璁捐<E79281>鏂囨。
馃搫杈撳嚭锛? - 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/04-鍓嶇<E98D93>鏋舵瀯瀹炴柦鏂规<E98F82>-V2.md
- 鏇存柊锛歚01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/01-鍓嶇<E98D93>鎬讳綋鏋舵瀯璁捐<E79281>.md`
- 鏇存柊锛歚01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/02-瀵艰埅缁撴瀯璁捐<E79281>.md`
馃摉鍙傝€冩枃妗ｏ細
- 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/01-鍓嶇<E98D93>鎬讳綋鏋舵瀯璁捐<E79281>.md
- 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/02-瀵艰埅缁撴瀯璁捐<E79281>.md
- 01-骞冲彴鍩虹<E98DA9>灞?06-鍓嶇<E98D93>鏋舵瀯/03-鏋舵瀯鍘熷瀷鍥?html
鈴憋笍棰勮<E6A3B0>鏃堕棿锛氬崐澶╋紙4灏忔椂锛? 鉁?浠诲姟16锛氬垱寤虹粺涓€甯冨眬妗嗘灦
鍒涘缓 frontend/src/layouts/MainLayout.tsx
- 椤堕儴瀵艰埅鏍忕粍浠? - 渚ц竟鑿滃崟缁勪欢
- 涓诲唴瀹瑰尯
- 闈㈠寘灞戝<EFBFBD>鑸?- [ ] 鍒涘缓 frontend/src/components/TopNav.tsx
鍒涘缓 frontend/src/components/SideMenu.tsx
鍒涘缓 frontend/src/components/Breadcrumb.tsx
鈴憋笍棰勮<E6A3B0>鏃堕棿锛氬崐澶╋紙4灏忔椂锛? *鉁?浠诲姟17锛氬疄鐜版ā鍧楁敞鍐屾満鍒?
鍒涘缓 frontend/src/router/moduleRegistry.ts
瀹氫箟妯″潡閰嶇疆鎺ュ彛
瀹炵幇鍔ㄦ€佽矾鐢卞姞杞?- [ ] 瀹炵幇妯″潡鏉冮檺鎺у埗
鈴憋笍棰勮<E6A3B0>鏃堕棿锛?灏忔椂

鉁?浠诲姟18锛氭暣鍚堢幇鏈夋ā鍧?+ 鍒涘缓鍗犱綅妯″潡

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閲嶆瀯PKB妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級
閲嶆瀯瀹＄ǹ妯″潡鎺ュ叆缁熶竴瀵艰埅锛堢幇鏈夊姛鑳斤級
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- 妯″潡鍒囨崲娴佺晠锛岃矾鐢辨<EFBFBD>甯? - 鍗犱綅妯″潡鏄剧ず"寮€鍙戜腑"鐘舵€?- 鈴憋笍棰勮<E6A3B0>鏃堕棿锛?澶?

Day 8-9锛氬悗绔<E68297>垎灞傦紙涓嬪崐鍛<E5B490>紝绗?9椤癸級

*鉁?浠诲姟19锛氬悗绔<E68297>唬鐮佸垎灞?

鍒涘缓 platform/common/modules 涓夊眰鐩<E79CB0>綍
杩佺Щ鐜版湁浠ｇ爜鍒版柊缁撴瀯
- platform/锛歛uth, permissions, users
- common/锛歭lm (deepseek.ts, closeai.ts, qwen.ts), files, utils
- modules/锛歛ia, pkb, review, asl锛堝噯澶囩洰褰曪級
寤虹珛缁熶竴閿欒<EFBFBD>澶勭悊
寤虹珛缁熶竴鏃ュ織绯荤粺
鉁?楠屾敹鏍囧噯锛? - 涓夊眰鐩<E79CB0>綍缁撴瀯娓呮櫚
- 鐜版湁浠ｇ爜杩佺Щ瀹屾垚
- 鐜版湁鍔熻兘鏃犲洖褰?- 鈴憋笍棰勮<E6A3B0>鏃堕棿锛?澶?

Day 10锛氶獙鏀讹紙绗?0椤癸級

鉁?浠诲姟20锛歐eek 2楠屾敹 + Week 3鍑嗗<E98D91> 馃搳

鍓嶇<EFBFBD>缁熶竴鏋舵瀯楠屾敹
- 缁熶竴甯冨眬鍒涘缓瀹屾垚
- 妯″潡娉ㄥ唽鍜屽姩鎬佽矾鐢辨満鍒? - 3涓<33>幇鏈夋ā鍧楁暣鍚堝畬鎴?- [ ] 鍚庣<E98D9A>浠ｇ爜鍒嗗眰楠屾敹
- 涓夊眰浠ｇ爜缁撴瀯
- 缁熶竴閿欒<EFBFBD>澶勭悊鍜屾棩蹇楃郴缁?- [ ] 缂栧啓Week 2鎬荤粨鎶ュ憡
闃呰<EFBFBD>ASL闇€姹傛枃妗?- [ ] 娴嬭瘯CloseAI杩炴帴锛?涓狶LM锛?- [ ] 瑙勫垝Week 3璇︾粏浠诲姟
鉁?浜や粯鐗╂竻鍗曪細
- 鍓嶇<EFBFBD>缁熶竴甯冨眬妗嗘灦
- 妯″潡娉ㄥ唽鍜屽姩鎬佽矾鐢辨満鍒? - 3涓<33>幇鏈夋ā鍧楁暣鍚堝畬鎴? - 鍚庣<E98D9A>涓夊眰浠ｇ爜缁撴瀯
- 鍓嶇<EFBFBD>鏋舵瀯璁捐<EFBFBD>鏂囨。
- ASL鍙<EFBFBD>互鍦ㄧ粺涓€妗嗘灦涓嬪紑濮嬪紑鍙?- 鈴憋笍棰勮<E6A3B0>鏃堕棿锛?澶?

馃摎 Week 3-4锛欰SL鏍稿績鍔熻兘寮€鍙?- 5椤逛换鍔?

Week 3 Day 1-2锛氳<E9949B>璁★紙绗?1-24椤癸級

鉁?浠诲姟21锛?涓狶LM闆嗘垚娴嬭瘯 猸?- [ ] 娴嬭瘯DeepSeek-V3杩炴帴锛堢洿杩烇級

娴嬭瘯GPT-5-Pro杩炴帴锛圕loseAI浠ｇ悊锛?- [ ] 娴嬭瘯Claude-4.5-Sonnet杩炴帴锛圕loseAI浠ｇ悊锛?- [ ] 娴嬭瘯Qwen-Max杩炴帴锛堝<E9949B>閫夛級
缂栧啓LLM缁熶竴璋冪敤鏈嶅姟
馃摉鍙傝€冩枃妗ｏ細
- 02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?03-CloseAI闆嗘垚鎸囧崡.md 猸? - 07-杩愮淮鏂囨。/01-鐜<><E9909C>閰嶇疆鎸囧崡.md
- backend/CLOSEAI-CONFIG.md
鈴憋笍棰勮<E6A3B0>鏃堕棿锛氬崐澶? *鉁?浠诲姟22锛欰SL鏁版嵁搴撹<E690B4>璁?
璁捐<EFBFBD>asl_schema琛ㄧ粨鏋? - literature_projects锛堟枃鐚<E69E83>」鐩<E3808D>〃锛? - pico_configs锛圥ICO閰嶇疆琛<E79686>級
- literature_items锛堟枃鐚<EFBFBD>潯鐩<EFBFBD>〃锛屽寘鍚?涓<>ā鍨嬬殑绛涢€夌粨鏋滃瓧娈碉級
鍖呭惈4涓<EFBFBD>ā鍨嬬殑绛涢€夌粨鏋滃瓧娈碉紙decision, reason, confidence锛?- [ ] 鍖呭惈鍏辫瘑鍐崇瓥瀛楁<E7809B>锛坒inal_decision, consensus_level锛?- [ ] 鍖呭惈鎴愭湰缁熻<E7BC81>瀛楁<E7809B>锛坱otal_tokens, estimated_cost锛?- [ ] 缂栧啓SQL寤鸿〃璇<E38083>彞
馃搫杈撳嚭锛歚03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?01-鏁版嵁搴撹<E690B4>璁?md`
鈴憋笍棰勮<E6A3B0>鏃堕棿锛氬崐澶? 鉁?浠诲姟23锛欰SL API璁捐<E79281>
椤圭洰绠＄悊API锛堝垱寤恒€佺紪杈戙€佸垹闄ゃ€佸垪琛<EFBFBD>級
鏂囩尞瀵煎叆API锛圕SV瑙ｆ瀽銆佹壒閲忓<EFBFBD>鍏ワ級
4妯″瀷绛涢€堿PI锛堟牳蹇傾PI锛?- [ ] 缁撴灉鏌ヨ<E98F8C>API
馃搫杈撳嚭锛歚03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?02-API璁捐<E79281>瑙勮寖.md`
鈴憋笍棰勮<E6A3B0>鏃堕棿锛?灏忔椂

鉁?浠诲姟24锛欰SL鍓嶇<E98D93>椤甸潰璁捐<E79281>

鍦?frontend/src/modules/asl/ 涓嬭<E6B693>璁￠〉闈㈢粨鏋?- [ ] 鑷<>姩鎺ュ叆缁熶竴瀵艰埅锛堝凡鏈夋<E98F88>鏋讹級
璁捐<EFBFBD>绛涢€夌粨鏋滃睍绀猴紙鏄剧ず4涓<EFBFBD>ā鍨嬫剰瑙侊級
璁捐<EFBFBD>浜哄伐澶嶆牳鐣岄潰
馃搫杈撳嚭锛歚03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/02-鎶€鏈<E282AC><E98F88>璁?03-鍓嶇<E98D93>椤甸潰璁捐<E79281>.md`
鈴憋笍棰勮<E6A3B0>鏃堕棿锛?灏忔椂

Week 3 Day 3-5 + Week 4锛氬紑鍙戯紙绗?5椤癸級猸愨瓙猸?

*鉁?浠诲姟25锛欰SL鏍稿績鍔熻兘寮€鍙? 猸愨瓙猸?鏈€閲嶈<E996B2>

*鍔熻兘1锛氭枃鐚<EFBFBD>」鐩<EFBFBD><EFBFBD>鐞?
- 鍒涘缓/缂栬緫/鍒犻櫎椤圭洰
- PICO閰嶇疆
- 椤圭洰鍒楄〃灞曠ず
*鍔熻兘2锛氭枃鐚<EFBFBD><EFBFBD>鍏?
- CSV鏍煎紡瑙ｆ瀽
- 鎵归噺瀵煎叆
- 鏁版嵁楠岃瘉
*鍔熻兘3锛?妯″瀷鏅鸿兘绛涢€? 猸愭牳蹇冨姛鑳? - 鍙屾ā鍨嬪苟琛岀瓫閫夛紙DeepSeek + GPT-5锛? - 缁撴灉涓€鑷存€у垽鏂? - 鍐茬獊鏃跺惎鐢–laude浠茶<E6B5A0>
- 鎴愭湰缁熻<EFBFBD>鍜屼紭鍖? - 绛涢€夌瓥鐣ュ疄鐜帮細
  - 绛栫暐1锛氬弻妯″瀷瀵规瘮锛堟帹鑽愶級猸? - 绛栫暐2锛氭垚鏈<E59E9A>紭鍖栵紙DeepSeek蹇<6B>€熷垵绛?鈫?GPT-5绮惧噯澶嶆牳锛?- [ ] *鍔熻兘4锛氱瓫閫夌粨鏋滅<EFBFBD>鐞?
- 缁撴灉灞曠ず锛?涓<>ā鍨嬪<E98DA8>姣旓級
- 鍏辫瘑搴﹀睍绀? - 浜哄伐澶嶆牳鐣岄潰
- 瀵煎嚭鍔熻兘
鉁?Week 4浜や粯鐗╋細
- ASL Phase 1瀹屾暣鍔熻兘
- 4涓狶LM闆嗘垚瀹屾垚
- 鍙屾ā鍨嬪<EFBFBD>姣?涓夋ā鍨嬩徊瑁佸疄鐜? - 绛涢€夌粨鏋滃<E98F8B>姣斿睍绀? - 瀹屾暣娴嬭瘯閫氳繃
鈴憋笍棰勮<E6A3B0>鏃堕棿锛?.5鍛<EFBFBD>紙9-10澶╋級

馃搳浠诲姟缁熻<E7BC81>

闃舵<EFBFBD>	浠诲姟鏁伴噺	棰勮<EFBFBD>宸ヤ綔閲?	鍏抽敭杈撳嚭
Week 1	14椤?	2澶?	10涓猄chema + Prisma閰嶇疆 + 鏂囨。鉁?
Week 2	6椤?	3.5澶?	缁熶竴鍓嶇<EFBFBD>鏋舵瀯 + 涓夊眰鍚庣<E98D9A>浠ｇ爜猸愨瓙猸?
Week 3-4	5椤?	2鍛?	ASL瀹屾暣鍔熻兘锛?涓狶LM闆嗘垚锛夆瓙猸愨瓙
鎬昏<EFBFBD>	*25椤?	*绾?鍛?	瀹屾暣鏋舵瀯 + ASL鏍稿績鍔熻兘

馃幆涓嬩竴姝ヨ<E5A79D>鍔?

绔嬪嵆寮€濮嬶紙濡傛灉杩樻病寮€濮媁eek 1锛?

浠诲姟1锛?0涓猄chema鏋舵瀯瑙勫垝馃搻
- 鍒涘缓 09-鏋舵瀯瀹炴柦/01-Schema闅旂<E99785>鏋舵瀯璁捐<E79281>锛?0涓<30>級.md
- 缁樺埗鏋舵瀯鍥?
浠诲姟2-5锛氳<EFBFBD>缁嗚<EFBFBD>璁?涓猄chema + 7涓<37>┖Schema
- 缂栧啓SQL寤鸿〃璇<EFBFBD>彞
- 缂栧啓5涓<EFBFBD>縼绉昏剼鏈?
浠诲姟6锛氭墽琛孲chema杩佺Щ 猸?

濡傛灉Week 1宸插畬鎴?

浠诲姟15锛氬墠绔<EFBFBD>灦鏋勮<EFBFBD>璁′細璁?猸愨瓙猸? - 纭<>畾鎶€鏈<E282AC>爤
- 璁捐<EFBFBD>妯″潡娉ㄥ唽鏈哄埗
- 璁捐<EFBFBD>瀵艰埅缁撴瀯
浠诲姟16-18锛氬疄鏂藉墠绔<EFBFBD>粺涓€鏋舵瀯
浠诲姟19锛氬悗绔<EFBFBD>唬鐮佸垎灞?

鍒跺畾浜猴細 AI鍔╂墜
*鐗堟湰锛? V2.2瀹屾暣鐗堬紙铻嶅悎V2.1+V2.2锛? 鏈€鍚庢洿鏂帮細 2025-11-09
*鏍稿績绛栫暐锛?

鉁?Schema闅旂<E99785>锛?璇︾粏+7绌猴級- V2.1璇︾粏鍐呭<EFBFBD>
鉁?鍓嶇<EFBFBD>缁熶竴鏋舵瀯浼樺厛 - V2.2鏍稿績璋冩暣猸愨瓙猸?- 鉁?鍚庣<E98D9A>浠ｇ爜鍒嗗眰 - 妯″潡娓呮櫚
鉁?ASL鍦ㄧ粺涓€妗嗘灦涓嬪紑鍙?- 楂樻晥寮€鍙?- 鉁?4涓狶LM宸插氨缁<E6B0A8>紙CloseAI閰嶇疆瀹屾垚锛? 璐ㄩ噺淇濊瘉
鉁?LLM缃戝叧寤跺悗鍒癢eek 5 - Just-in-time寮€鍙? *鏍稿績鐞嗗康锛氭灦鏋勫厛琛?+ 鑱氱劍鏍稿績 + Just-in-time = 楂樻晥鍔″疄锛? 猸愨瓙猸?

51 KiB Raw Blame History Unescape Escape

涓嬩竴闃舵<EFBFBD>琛屽姩璁″垝 V2.2 - 瀹屾暣鐗?

馃搳 瀹炴椂杩涘害鎶ュ憡

Week 1 杩涘害锛?1/14 瀹屾垚 鉁?

閲嶅ぇ鍙戠幇 馃挕

浜や粯鎴愭灉 馃摝

Week 2 杩涘害锛?/6 瀹屾垚 鉁?

鏍稿績鎴愭灉 馃帀

涓嬩竴姝?馃殌

馃挕 V2.2鐗堟牳蹇冭皟鏁?

涓轰粈涔堣皟鏁达紵

馃幆 V2.2 vs V2.1 鍏抽敭宸<E695AD>紓

馃搳 鏁翠綋瑙勫垝 - 鍥涘懆鍥涢樁娈?

馃殌 闃舵<E99783>1锛歋chema闅旂<E99785>锛圵eek 1锛?

鏍稿績鍘熷垯锛?璇︾粏+7绌?猸愨瓙猸?

璇︾粏璁捐<EFBFBD>+杩佺Щ锛?涓<>級猸?Week 1閲嶇偣

鍙<EFBFBD>垱寤虹┖Schema锛?涓<>級馃搵 鍛藉悕绌洪棿棰勭暀

涓轰粈涔堥噰鐢?3璇︾粏+7绌?绛栫暐锛熲瓙猸愨瓙

Day 1-2锛歋chema杩佺Щ鍑嗗<E98D91>锛堣仛鐒?涓<>級

Day 1涓婂崍锛?0涓猄chema鏋舵瀯瑙勫垝

Day 1涓嬪崍-Day 2涓婂崍锛?涓猄chema璇︾粏璁捐<E79281> 猸?鏍稿績宸ヤ綔

*璇存槑锛? 鐢ㄦ埛琛ㄦ槸鎵€鏈塖chema鐨勫熀纭€锛屽叾浠朣chema鐨剈ser_id閮藉紩鐢╬latform_schema.users銆?

Day 2涓嬪崍锛?涓<>┖Schema鍒涘缓SQL 馃搵

Day 2涓嬪崍锛氳縼绉昏剼鏈<E589BC>紪鍐?猸?

*鎬诲伐浣滈噺锛? ~1.5灏忔椂 鉁?

Day 3锛氭墽琛?涓猄chema杩佺Щ 猸?

Day 4-5锛歅risma Schema鏇存柊 + 琛ュ厖鏂囨。

Day 4涓婂崍锛歅risma澶歋chema閰嶇疆锛?涓<><E6B693>缁?7涓<37><E6B693>鐣欙級

Day 4涓嬪崍锛氳ˉ鍏匒IA鍜孭KB璁捐<E79281>鏂囨。 猸?鏂板<E98F82>浠诲姟

Day 5涓婂崍锛氫唬鐮侀€傞厤 + API鏂囨。琛ュ厖

Day 5涓嬪崍锛歐eek 1鎬荤粨 + Week 2鍑嗗<E98D91>

馃帹 闃舵<E99783>2锛氬墠绔<E5A2A0>粺涓€鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰锛圵eek 2锛夆瓙猸愨瓙

鏍稿績鍘熷垯锛氭灦鏋勫厛琛岋紝涓€娆″埌浣?猸愨瓙猸?

Day 6-7锛堜笂鍗婂懆锛夛細鍓嶇<E98D93>缁熶竴鏋舵瀯 猸愨瓙猸?鏍稿績浠诲姟

Day 6涓婂崍锛氬墠绔<E5A2A0>灦鏋勮<E98F8B>璁?猸?鍏抽敭璁捐<E79281>

Day 6涓嬪崍-Day 7锛氬墠绔<E5A2A0>灦鏋勫疄鏂?

Day 8-9锛堜笅鍗婂懆锛夛細鍚庣<E98D9A>浠ｇ爜鍒嗗眰

Day 10锛堝懆鏈<E68786>級锛歐eek 2楠屾敹 + Week 3鍑嗗<E98D91>

馃摎 闃舵<E99783>3锛欰SL鏍稿績鍔熻兘寮€鍙戯紙Week 3-4锛?

4涓狶LM閰嶇疆锛堝凡瀹屾垚锛夆瓙猸愨瓙

Week 3 Day 1-2锛欰SL璇︾粏璁捐<E79281>

Day 1涓婂崍锛?涓狶LM闆嗘垚娴嬭瘯 猸?

Day 1涓嬪崍锛欰SL鏁版嵁搴撹<E690B4>璁?

Day 2锛欰SL API鍜屽墠绔<E5A2A0><E7BB94>璁?

Week 3 Day 3-5 + Week 4锛欰SL鏍稿績鍔熻兘寮€鍙?

馃敡 闃舵<E99783>4锛歀LM缃戝叧缁熶竴 + 鍏朵粬妯″潡锛圵eek 5+锛?

Week 5-6锛歀LM缃戝叧閲嶆瀯 猸?

Week 7+锛氬叾浠栨ā鍧?

馃搳 宸ヤ綔閲忔€荤粨

馃幆 鎴愬姛鏍囧噯

Week 1鎴愬姛鏍囧噯

Week 2鎴愬姛鏍囧噯 猸愨瓙猸?- [ ] 鉁?鍓嶇<EFBFBD>缁熶竴甯冨眬妗嗘灦瀹屾垚

Week 3-4鎴愬姛鏍囧噯

Week 5+鎴愬姛鏍囧噯

馃挕 鍏抽敭浼樺娍鎬荤粨

V2.2鐗堢殑鏍稿績浼樺娍 猸愨瓙猸?

馃敆 鐩稿叧鏂囨。

鏍稿績鍙傝€冩枃妗?

馃搵 璇︾粏浠诲姟娓呭崟锛圱o Do List锛?

馃幆 Week 1锛歋chema闅旂<E99785>锛?璇︾粏+7绌猴級- 14椤逛换鍔?

Day 1-2锛氭灦鏋勮<E98F8B>鍒掍笌璁捐<E79281>锛堝墠5椤癸級

Day 3锛氭墽琛岃縼绉伙紙绗?-7椤癸級

Day 4锛歅risma閰嶇疆涓庢枃妗ｏ紙绗?-10椤癸級

Day 5锛氫唬鐮侀€傞厤涓庨獙鏀讹紙绗?1-14椤癸級

馃帹 Week 2锛氬墠绔<E5A2A0>粺涓€鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰 - 6椤逛换鍔?

Day 6-7锛氬墠绔<E5A2A0>灦鏋勶紙涓婂崐鍛<E5B490>紝绗?5-18椤癸級猸愨瓙猸?

Day 8-9锛氬悗绔<E68297>垎灞傦紙涓嬪崐鍛<E5B490>紝绗?9椤癸級

Day 10锛氶獙鏀讹紙绗?0椤癸級

馃摎 Week 3-4锛欰SL鏍稿績鍔熻兘寮€鍙?- 5椤逛换鍔?

Week 3 Day 1-2锛氳<E9949B>璁★紙绗?1-24椤癸級

Week 3 Day 3-5 + Week 4锛氬紑鍙戯紙绗?5椤癸級猸愨瓙猸?

馃搳 浠诲姟缁熻<E7BC81>

馃幆 涓嬩竴姝ヨ<E5A79D>鍔?

绔嬪嵆寮€濮嬶紙濡傛灉杩樻病寮€濮媁eek 1锛?

濡傛灉Week 1宸插畬鎴?

51 KiB

Raw Blame History

馃搳瀹炴椂杩涘害鎶ュ憡

Week 1 杩涘害锛?1/14 瀹屾垚鉁?

閲嶅ぇ鍙戠幇馃挕

浜や粯鎴愭灉馃摝

Week 2 杩涘害锛?/6 瀹屾垚鉁?

鏍稿績鎴愭灉馃帀

馃搳鏁翠綋瑙勫垝 - 鍥涘懆鍥涢樁娈?

馃殌闃舵<E99783>1锛歋chema闅旂<E99785>锛圵eek 1锛?

鍙<EFBFBD>垱寤虹┖Schema锛?涓<>級馃搵鍛藉悕绌洪棿棰勭暀

**璇存槑锛?* 鐢ㄦ埛琛ㄦ槸鎵€鏈塖chema鐨勫熀纭€锛屽叾浠朣chema鐨剈ser_id閮藉紩鐢╬latform_schema.users銆?

**鎬诲伐浣滈噺锛?* ~1.5灏忔椂鉁?

Day 4涓嬪崍锛氳ˉ鍏匒IA鍜孭KB璁捐<E79281>鏂囨。猸?鏂板<E98F82>浠诲姟

馃帹闃舵<E99783>2锛氬墠绔<E5A2A0>粺涓€鏋舵瀯 + 鍚庣<E98D9A>鍒嗗眰锛圵eek 2锛夆瓙猸愨瓙

Day 6-7锛堜笂鍗婂懆锛夛細鍓嶇<E98D93>缁熶竴鏋舵瀯猸愨瓙猸?鏍稿績浠诲姟

馃摎闃舵<E99783>3锛欰SL鏍稿績鍔熻兘寮€鍙戯紙Week 3-4锛?

Day 1涓婂崍锛?涓狶LM闆嗘垚娴嬭瘯猸?

馃敡闃舵<E99783>4锛歀LM缃戝叧缁熶竴 + 鍏朵粬妯″潡锛圵eek 5+锛?

Week 5-6锛歀LM缃戝叧閲嶆瀯猸?

馃搳宸ヤ綔閲忔€荤粨

馃幆鎴愬姛鏍囧噯

Week 2鎴愬姛鏍囧噯猸愨瓙猸?- [ ] 鉁?鍓嶇<EFBFBD>缁熶竴甯冨眬妗嗘灦瀹屾垚

馃挕鍏抽敭浼樺娍鎬荤粨

V2.2鐗堢殑鏍稿績浼樺娍猸愨瓙猸?

馃敆鐩稿叧鏂囨。

馃搵璇︾粏浠诲姟娓呭崟锛圱o Do List锛?

馃搳浠诲姟缁熻<E7BC81>

馃幆涓嬩竴姝ヨ<E5A79D>鍔?