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

24 KiB

Raw Blame History

杩愯惀绠＄悊绔<EFBFBD>灦鏋勮<EFBFBD>璁?

*鏂囨。鐗堟湰锛? v1.0
*鍒涘缓鏃ユ湡锛? 2025-11-06
鏈€鍚庢洿鏂帮細 2025-11-06
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1. 杩愯惀绠＄悊绔<E6828A>槸搴旂敤灞傚悧锛?

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杩愯惀绠＄悊绔<EFBFBD>殑瀹氫綅锛?

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鈹?        鐙<>珛鐨勫墠绔<E5A2A0>簲鐢?+ 鐙<>珛鐨勫悗绔疉PI                      鈹?
鈹?                                                          鈹?
鈹? 绠＄悊鑼冨洿锛?                                               鈹?
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鈹?                  涓氬姟妯″潡灞?                             鈹?
鈹? AIA | ASL | PKB | DC | SSA | ST | RVW                  鈹?
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鈹?                  閫氱敤鑳藉姏灞?                             鈹?
鈹? LLM缃戝叧 | 鏂囨。澶勭悊 | RAG | ETL | NLP                    鈹?
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鈹?                  骞冲彴鍩虹<E98DA9>灞?                             鈹?
鈹? 鐢ㄦ埛鏉冮檺 | 瀛樺偍 | 閫氱煡 | 鐩戞帶 | 閰嶇疆                     鈹?
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*鍑嗙‘瀹氫綅锛?

鉁?杩愯惀绠＄悊绔<E6828A>槸涓€涓?鐙<EFBFBD>珛鐨勫簲鐢ㄧ郴缁?
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*绫绘瘮锛?

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2. 杩愯惀绠＄悊绔<E6828A>殑瀹屾暣鍔熻兘娓呭崟

鍩轰簬7涓<EFBFBD>笟鍔℃ā鍧楋紝鎴戜负鎮ㄨˉ鍏呬簡瀹屾暣鐨勫姛鑳芥竻鍗曪細

馃搳鍔熻兘妯″潡璁捐<E79281>

妯″潡1锛氱敤鎴风<EFBFBD>鐞?鉁?宸叉彁鍒?

*鏍稿績鍔熻兘锛?

*鐢ㄦ埛鍒楄〃涓庢悳绱?
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- 璇曠敤鏈熺<EFBFBD>鐞嗭紙鏄<EFBFBD>惁璇曠敤銆佽瘯鐢ㄥ埌鏈熸椂闂达級
鐢ㄦ埛鏉冮檺绠＄悊
- 妯″潡鏉冮檺锛堝彲璁块棶鍝<EFBFBD>簺妯″潡锛欰IA銆丄SL銆丳KB绛夛級
- 鍔熻兘鏉冮檺锛堟壒澶勭悊銆佸叏鏂囨ā寮忋€佹ā鍨嬪垏鎹㈢瓑锛?
- 瑙掕壊鍒嗛厤锛堟櫘閫氱敤鎴枫€侀珮绾х敤鎴枫€乂IP鐢ㄦ埛銆佺<EFBFBD>鐞嗗憳锛?
鐢ㄦ埛鎿嶄綔鏃ュ織
- 鐧诲綍鏃ュ織锛堢櫥褰曟椂闂淬€両P鍦板潃銆佽<EFBFBD>澶囷級
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- API璋冪敤鏃ュ織锛圠LM璋冪敤娆℃暟銆乀oken浣跨敤閲忥級
鐢ㄦ埛鏁版嵁缁熻<EFBFBD>
- 鐭ヨ瘑搴撴暟閲忋€佹枃妗ｆ暟閲?
- 瀵硅瘽鏁伴噺銆佹秷鎭<EFBFBD>暟閲?
- AI璋冪敤娆℃暟銆乀oken浣跨敤閲?
- 瀛樺偍绌洪棿浣跨敤閲?

妯″潡2锛氭櫤鑳戒綋鎻愮ず璇嶇<EFBFBD>鐞?鉁?宸叉彁鍒?

*鏍稿績鍔熻兘锛?

*鏅鸿兘浣撳垪琛?
- 10涓<EFBFBD>櫤鑳戒綋锛堥€夐<EFBFBD>璇勪环銆丳ICO姊崇悊銆佹牱鏈<EFBFBD>噺璁＄畻绛夛級
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*鎻愮ず璇嶇紪杈?
- System Prompt锛堢郴缁熸彁绀鸿瘝锛?
- User Prompt Template锛堢敤鎴锋彁绀鸿瘝妯℃澘锛?
- 鏀<EFBFBD>寔鍙橀噺锛堝<EFBFBD>{鐮旂┒鑳屾櫙}銆乣{鐮旂┒鐩<E29492>爣}`锛?
- 瀹炴椂棰勮<EFBFBD>
*鎻愮ず璇嶇増鏈<EFBFBD><EFBFBD>鐞?
- 鐗堟湰鍘嗗彶璁板綍
- 鐗堟湰瀵规瘮
- 鐗堟湰鍥炴粴
- 鐗堟湰鍙戝竷锛堢伆搴﹀彂甯冦€佸叏閲忓彂甯冿級
*娴嬭瘯涓庨獙璇?
- 鎻愮ず璇嶆祴璇曞伐鍏?
- 杈撳叆娴嬭瘯鏁版嵁锛屾煡鐪婣I杈撳嚭
- A/B娴嬭瘯锛堝<E9949B>姣斾笉鍚屾彁绀鸿瘝鏁堟灉锛?

妯″潡3锛氱増鏈<EFBFBD>姛鑳借<EFBFBD>缃<EFBFBD>紙Feature Flag锛?鉁?宸叉彁鍒?

*鏍稿績鍔熻兘锛?

鐗堟湰瀹氫箟
- 鍩虹<EFBFBD>鐗堬紙Basic锛?
- 楂樼骇鐗堬紙Advanced锛?
- 鏃楄埌鐗堬紙Flagship锛?
- 浼佷笟鐗堬紙Enterprise锛?

妯″潡鏉冮檺閰嶇疆

7涓<EFBFBD>笟鍔℃ā鍧楃殑璁块棶鏉冮檺鐭╅樀

鐗堟湰 | AIA | ASL | PKB | DC | SSA | ST | RVW
-----|-----|-----|-----|----|----|----|----|
鍩虹<E98DA9> |  鉁? |  鉁? |  鉁? | 鉁? | 鉁? | 鉁? | 鉁? |
楂樼骇 |  鉁? |  鉁? |  鉁? | 鉁? | 鉁? | 鉁? | 鉁? |
鏃楄埌 |  鉁? |  鉁? |  鉁? | 鉁? | 鉁? | 鉁? | 鉁? |

鍔熻兘鏉冮檺閰嶇疆
- AI妯″瀷閫夋嫨鏉冮檺锛圖eepSeek銆丵wen3銆丆laude绛夛級
- 鎵瑰<EFBFBD>鐞嗗姛鑳?
- 鍏ㄦ枃闃呰<EFBFBD>妯″紡
- 鐭ヨ瘑搴撻厤棰濓紙3涓<EFBFBD>€?0涓<30>€佹棤闄愶級
- 鏂囨。閰嶉<EFBFBD>锛?00涓<30>€?000涓<30>€佹棤闄愶級
- 鏈堝害AI閰嶉<EFBFBD>锛?00娆°€?00娆°€?000娆°€佹棤闄愶級
*鍔ㄦ€侀厤缃?
- 瀹炴椂鐢熸晥锛堟棤闇€閲嶅惎锛?
- 閰嶇疆棰勮<EFBFBD>锛堜慨鏀瑰墠棰勮<EFBFBD>鏁堟灉锛?
- 閰嶇疆鍥炴粴

妯″潡4锛氱敤鎴锋潈闄愬拰鐗堟湰璁剧疆鉁?宸叉彁鍒?

*鏍稿績鍔熻兘锛?

鎵归噺鐗堟湰璋冩暣
- 閫夋嫨澶氫釜鐢ㄦ埛鎵归噺鍗囩骇/闄嶇骇鐗堟湰
- 鎵归噺寤堕暱璇曠敤鏈?
- 鎵归噺璋冩暣閰嶉<EFBFBD>
*鑷<EFBFBD>姩鍖栬<EFBFBD>鍒?
- 鏂扮敤鎴烽粯璁ょ増鏈<EFBFBD>紙鍩虹<EFBFBD>鐗堬級
- 鏂扮敤鎴烽粯璁よ瘯鐢ㄦ湡锛?4澶╋級
- 璇曠敤鏈熷埌鏈熻嚜鍔ㄩ檷绾?
- 閰嶉<EFBFBD>瓒呭嚭鑷<EFBFBD>姩闄愭祦
鐗规畩鏉冮檺
- 鍐呴儴鍛樺伐璐﹀彿锛堟墍鏈夋潈闄愶級
- 娴嬭瘯璐﹀彿锛堟棤闄愰厤棰濓級
- 鍚堜綔浼欎即璐﹀彿锛堢壒娈婃潈闄愶級

妯″潡5锛氱<EFBFBD>鎴风<EFBFBD>鐞?馃啎鏂板<EFBFBD>

*閫傜敤鍦烘櫙锛? 绉佹湁鍖栭儴缃层€佷紒涓氱増

*鏍稿績鍔熻兘锛?

绉熸埛鍒楄〃
- 绉熸埛鍚嶇О銆丩ogo銆佸煙鍚?
- 绉熸埛鐘舵€侊紙璇曠敤銆佹<EFBFBD>寮忋€佽繃鏈熴€佺<EFBFBD>鐢<EFBFBD>級
- 绉熸埛绫诲瀷锛堟爣鍑嗙増銆佷紒涓氱増銆佸畾鍒剁増锛?
绉熸埛閰嶇疆
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  鈹?  鈹?  鈹溾攢鈹€ feature-flags/     # Feature Flag绠＄悊
  鈹?  鈹?  鈹溾攢鈹€ llm-models/        # LLM妯″瀷绠＄悊
  鈹?  鈹?  鈹溾攢鈹€ monitoring/        # 鐩戞帶涓庢棩蹇?
  鈹?  鈹?  鈹溾攢鈹€ statistics/        # 鏁版嵁缁熻<E7BC81>
  鈹?  鈹?  鈹溾攢鈹€ cost-analysis/     # 鎴愭湰鍒嗘瀽
  鈹?  鈹?  鈹斺攢鈹€ ...
  鈹?  鈹斺攢鈹€ ...
  鈹斺攢鈹€ ...

*閮ㄧ讲鏂瑰紡锛?

鐢ㄦ埛绔<EFBFBD>細https://app.yizhengxun.com
杩愯惀绠＄悊绔<EFBFBD>細https://admin.yizhengxun.com

褰卞搷2锛氱嫭绔嬬殑鍚庣<EFBFBD>API

*褰撳墠鍚庣<EFBFBD>API锛?

/api/auth/*          # 鐢ㄦ埛璁よ瘉
/api/users/*         # 鐢ㄦ埛鐩稿叧
/api/projects/*      # 椤圭洰绠＄悊
/api/conversations/* # AI瀵硅瘽
/api/kb/*            # 鐭ヨ瘑搴?
...

*鏂板<EFBFBD>绠＄悊绔疉PI锛?

/api/admin/auth/*              # 绠＄悊鍛樿<E98D9B>璇?猸?
/api/admin/users/*             # 鐢ㄦ埛绠＄悊 猸?
/api/admin/agents/*            # 鏅鸿兘浣撶<E6B5A3>鐞?猸?
/api/admin/feature-flags/*     # Feature Flag绠＄悊 猸?
/api/admin/llm-models/*        # LLM妯″瀷绠＄悊 猸?
/api/admin/tenants/*           # 绉熸埛绠＄悊 猸?
/api/admin/monitoring/*        # 鐩戞帶涓庢棩蹇?猸?
/api/admin/statistics/*        # 鏁版嵁缁熻<E7BC81> 猸?
/api/admin/cost-analysis/*     # 鎴愭湰鍒嗘瀽 猸?
/api/admin/announcements/*     # 鍏<>憡绠＄悊 猸?
/api/admin/feedback/*          # 鍙嶉<E98D99>绠＄悊 猸?
...

褰卞搷3锛氭潈闄愪綋绯绘墿灞?

*褰撳墠鏉冮檺锛?

鐢ㄦ埛瑙掕壊锛?
- user锛堟櫘閫氱敤鎴凤級
- admin锛堢<E9949B>鐞嗗憳锛屼絾鍔熻兘鏈夐檺锛?

鏂版潈闄愪綋绯伙細

鐢ㄦ埛瑙掕壊锛?
- user锛堟櫘閫氱敤鎴凤級
- vip锛圴IP鐢ㄦ埛锛岄珮绾у姛鑳斤級

绠＄悊鍛樿<E98D9B>鑹诧細猸?鏂板<E98F82>
- super_admin锛堣秴绾х<E7BBBE>鐞嗗憳锛屾墍鏈夋潈闄愶級
- admin锛堢<E9949B>鐞嗗憳锛岄儴鍒嗘潈闄愶級
- operator锛堣繍钀ヤ汉鍛橈紝鐢ㄦ埛绠＄悊銆佹暟鎹<E69A9F>粺璁★級
- customer_service锛堝<E9949B>鏈嶏紝鍙嶉<E98D99>绠＄悊銆佸伐鍗曠<E98D97>鐞嗭級
- auditor锛堝<E9949B>璁″憳锛屽彧璇绘潈闄愶紝鏌ョ湅鏃ュ織鍜屾姤琛<E5A7A4>級

绠＄悊鍛樻潈闄愶細猸?鏂板<E98F82>
- user_management        # 鐢ㄦ埛绠＄悊
- agent_management       # 鏅鸿兘浣撶<E6B5A3>鐞?
- feature_flag_management # Feature Flag绠＄悊
- llm_model_management   # LLM妯″瀷绠＄悊
- tenant_management      # 绉熸埛绠＄悊
- monitoring_access      # 鐩戞帶涓庢棩蹇楄<E8B987>闂?
- statistics_access      # 鏁版嵁缁熻<E7BC81>璁块棶
- cost_analysis_access   # 鎴愭湰鍒嗘瀽璁块棶
- system_config_management # 绯荤粺閰嶇疆绠＄悊
- announcement_management # 鍏<>憡绠＄悊
- feedback_management    # 鍙嶉<E98D99>绠＄悊

褰卞搷4锛氭暟鎹<EFBFBD>簱Schema鎵╁睍

褰撳墠Schema锛堥€昏緫闅旂<EFBFBD>锛夛細

-- 骞冲彴灞?
platform_schema.users
platform_schema.admin_logs

-- 涓氬姟妯″潡
aia_schema.projects
pkb_schema.knowledge_bases
...

*鏂板<EFBFBD>绠＄悊绔疭chema锛?

-- 绠＄悊绔疭chema 猸?鏂板<E98F82>
CREATE SCHEMA admin_schema;

-- 绠＄悊鍛樼浉鍏?
admin_schema.admin_users          # 绠＄悊鍛樿处鍙?
admin_schema.admin_roles          # 绠＄悊鍛樿<EFBFBD>鑹?
admin_schema.admin_permissions    # 绠＄悊鍛樻潈闄?

-- Feature Flag
admin_schema.feature_flags        # Feature Flag閰嶇疆
admin_schema.feature_flag_history # Feature Flag鍙樻洿鍘嗗彶

-- 鏅鸿兘浣撻厤缃?
admin_schema.agent_configs        # 鏅鸿兘浣撻厤缃?
admin_schema.agent_prompt_history # 鎻愮ず璇嶇増鏈<EFBFBD>巻鍙?

-- LLM妯″瀷閰嶇疆
admin_schema.llm_models           # LLM妯″瀷閰嶇疆
admin_schema.llm_cost_config      # 妯″瀷鎴愭湰閰嶇疆

-- 绉熸埛绠＄悊
admin_schema.tenants              # 绉熸埛琛?
admin_schema.tenant_configs       # 绉熸埛閰嶇疆

-- 鍏<>憡涓庨€氱煡
admin_schema.announcements        # 绯荤粺鍏<EFBFBD>憡
admin_schema.notifications        # 绔欏唴閫氱煡

-- 鍙嶉<E98D99>涓庡伐鍗?
admin_schema.feedback             # 鐢ㄦ埛鍙嶉<EFBFBD>
admin_schema.tickets              # 宸ュ崟

-- 绯荤粺閰嶇疆
admin_schema.system_configs       # 绯荤粺閰嶇疆

-- 瀹¤<E780B9>鏃ュ織
admin_schema.audit_logs           # 瀹¤<EFBFBD>鏃ュ織
admin_schema.operation_logs       # 鎿嶄綔鏃ュ織

褰卞搷5锛氭柊澧為€氱敤鑳藉姏

LLM Gateway闇€瑕佸<E79195>寮猴細

// 鍘熸湁鍔熻兘
interface LLMGateway {
  chat(...): Promise<ChatResponse>;
}

// 鏂板<E98F82>鍔熻兘锛堟敮鎸佽繍钀ョ<E99280>鐞嗙<E9909E>锛夆瓙
interface LLMGateway {
  chat(...): Promise<ChatResponse>;
  
  // 绠＄悊绔<E6828A>姛鑳?
  getUsageStats(startDate, endDate): Promise<UsageStats>;      // 浣跨敤閲忕粺璁?
  getCostStats(startDate, endDate): Promise<CostStats>;        // 鎴愭湰缁熻<E7BC81>
  getUserUsage(userId): Promise<UserUsage>;                    // 鍗曠敤鎴蜂娇鐢ㄩ噺
  getModelConfig(): Promise<ModelConfig[]>;                    // 妯″瀷閰嶇疆
  updateModelConfig(config): Promise<void>;                    // 鏇存柊妯″瀷閰嶇疆
  checkQuota(userId): Promise<QuotaInfo>;                      // 閰嶉<E996B0>妫€鏌?
  resetQuota(userId): Promise<void>;                           // 閲嶇疆閰嶉<E996B0>
}

褰卞搷6锛氱洃鎺т笌鏃ュ織澧炲己

*鏂板<EFBFBD>鐩戞帶鑳藉姏锛?

// 鐩戞帶鏈嶅姟 猸?鏂板<E98F82>
interface MonitoringService {
  // 瀹炴椂鐩戞帶
  getSystemStatus(): Promise<SystemStatus>;           // 绯荤粺鐘舵€?
  getOnlineUsers(): Promise<number>;                  // 鍦ㄧ嚎鐢ㄦ埛鏁?
  getApiMetrics(): Promise<ApiMetrics>;               // API鎸囨爣锛圱PS/QPS锛?
  
  // 閿欒<E996BF>鐩戞帶
  getErrorLogs(filter): Promise<ErrorLog[]>;          // 閿欒<E996BF>鏃ュ織
  getErrorStats(): Promise<ErrorStats>;               // 閿欒<E996BF>缁熻<E7BC81>
  
  // 鎬ц兘鐩戞帶
  getSlowQueries(): Promise<SlowQuery[]>;             // 鎱㈡煡璇?
  getApiLatency(): Promise<LatencyStats>;             // API寤惰繜
  
  // 瀹¤<E780B9>鏃ュ織
  getAuditLogs(filter): Promise<AuditLog[]>;          // 瀹¤<E780B9>鏃ュ織
  logAdminOperation(operation): Promise<void>;        // 璁板綍绠＄悊鍛樻搷浣?
}

馃幆瀹炴柦鏂规<E98F82>

闃舵<EFBFBD>涓€锛氭牳蹇冨姛鑳斤紙MVP锛?

鏃堕棿锛?-2涓<32>湀

*瀹炵幇鍐呭<EFBFBD>锛?

鉁?绠＄悊绔<E6828A>墠绔<E5A2A0>紙React + Ant Design Pro锛?
鉁?绠＄悊绔<E6828A>悗绔疉PI锛圢ode.js + Fastify锛?
鉁?绠＄悊鍛樿<E98D9B>璇佷笌鏉冮檺
鉁?鐢ㄦ埛绠＄悊锛圥0锛?
鉁?Feature Flag绠＄悊锛圥0锛?
鉁?LLM妯″瀷绠＄悊锛圥0锛?
鉁?鍩虹<E98DA9>鐩戞帶锛堥敊璇<E6958A>棩蹇椼€佸<E282AC>璁℃棩蹇楋級

闃舵<EFBFBD>浜岋細杩愯惀鍔熻兘

鏃堕棿锛?-2涓<32>湀

*瀹炵幇鍐呭<EFBFBD>锛?

鉁?鏅鸿兘浣撴彁绀鸿瘝绠＄悊
鉁?鏁版嵁缁熻<E7BC81>涓庢姤琛?
鉁?鎴愭湰鍒嗘瀽涓庤<E6B693>璐?
鉁?鍏<>憡涓庨€氱煡绠＄悊

闃舵<EFBFBD>涓夛細楂樼骇鍔熻兘

鏃堕棿锛?-2涓<32>湀

*瀹炵幇鍐呭<EFBFBD>锛?

鉁?绉熸埛绠＄悊锛堢<E9949B>鏈夊寲閮ㄧ讲闇€瑕侊級
鉁?鍙嶉<E98D99>涓庡伐鍗曠郴缁?
鉁?甯<>姪鏂囨。绠＄悊
鉁?绯荤粺鍋ュ悍妫€鏌?
鉁?鏁版嵁搴撳<E690B4>浠戒笌鎭㈠<E98EAD>

馃搳鎶€鏈<E282AC>€夊瀷

鍓嶇<EFBFBD>鎶€鏈<EFBFBD>爤

鎺ㄨ崘锛欰nt Design Pro

admin-frontend/
  鈹溾攢鈹€ React 18
  鈹溾攢鈹€ TypeScript
  鈹溾攢鈹€ Ant Design Pro (寮€绠卞嵆鐢ㄧ殑涓<E6AE91>彴鍓嶇<E98D93>瑙ｅ喅鏂规<E98F82>)
  鈹溾攢鈹€ Ant Design Charts (鏁版嵁鍙<E5B581><E98D99>鍖?
  鈹溾攢鈹€ ProComponents (楂樼骇缁勪欢)
  鈹斺攢鈹€ UmiJS (璺<>敱鍜屾瀯寤?

*浼樺娍锛?

鉁?涓撲负涓<E8B49F>彴/绠＄悊绯荤粺璁捐<E79281>
鉁?寮€绠卞嵆鐢ㄧ殑甯冨眬銆佽彍鍗曘€佹潈闄愩€佽〃鏍笺€佽〃鍗?
鉁?涓板瘜鐨勬暟鎹<E69A9F>彲瑙嗗寲缁勪欢
鉁?涓嶢nt Design鐢熸€佸畬缇庨泦鎴?

鍚庣<EFBFBD>鎶€鏈<EFBFBD>爤

*缁х画浣跨敤鐜版湁鎶€鏈<EFBFBD>爤锛?

backend/
  鈹溾攢鈹€ Node.js + TypeScript
  鈹溾攢鈹€ Fastify
  鈹溾攢鈹€ Prisma
  鈹斺攢鈹€ PostgreSQL

*鏂板<EFBFBD>妯″潡锛?

backend/src/admin/
  鈹溾攢鈹€ controllers/       # 绠＄悊绔<E6828A>帶鍒跺櫒
  鈹溾攢鈹€ services/          # 绠＄悊绔<E6828A>湇鍔?
  鈹溾攢鈹€ middleware/        # 绠＄悊鍛樿<E98D9B>璇佷腑闂翠欢
  鈹斺攢鈹€ routes/            # 绠＄悊绔<E6828A>矾鐢?

馃幆鎬荤粨

杩愯惀绠＄悊绔<EFBFBD>殑瀹氫綅

*杩愯惀绠＄悊绔<EFBFBD>槸锛?

鉁?涓€涓?*鐙<>珛鐨勫簲鐢ㄧ郴缁?*锛堢嫭绔嬪墠绔?+ 鐙<>珛API锛?
鉁?**妯<>法鎵€鏈夊眰娆?*鐨勭<E990A8>鐞嗚€咃紙绠＄悊骞冲彴灞傘€佽兘鍔涘眰銆佷笟鍔″眰锛?
鉁?**鍟嗕笟杩愯惀鐨勬牳蹇?*锛團eature Flag銆佹垚鏈<E59E9A>帶鍒躲€佽<E282AC>璐圭<E79290>鐞嗭級
鉁?**绯荤粺鍋ュ悍鐨勪繚闅?*锛堢洃鎺с€佹棩蹇椼€佸仴搴锋<E690B4>鏌ワ級

瀹屾暣鍔熻兘娓呭崟

鎮ㄦ彁鍒扮殑4涓<EFBFBD>姛鑳斤細

鉁?鐢ㄦ埛绠＄悊
鉁?鏅鸿兘浣撴彁绀鸿瘝璁剧疆
鉁?鐗堟湰鍔熻兘璁剧疆锛團eature Flag锛?
鉁?鐢ㄦ埛鏉冮檺鍜岀増鏈<E5A297><E98F88>缃?

鎴戣ˉ鍏呯殑11涓<EFBFBD>姛鑳斤細 5. 馃啎绉熸埛绠＄悊锛堢<E9949B>鏈夊寲閮ㄧ讲锛? 6. 馃啎 LLM妯″瀷绠＄悊锛堝叧閿<E58FA7>級 7. 馃啎绯荤粺閰嶇疆绠＄悊 8. 馃啎鐩戞帶涓庢棩蹇楋紙鍏抽敭锛? 9. 馃啎鏁版嵁缁熻<E7BC81>涓庢姤琛<E5A7A4>紙鍏抽敭锛? 10. 馃啎鎴愭湰鍒嗘瀽涓庤<E6B693>璐癸紙鍟嗕笟鍏抽敭锛? 11. 馃啎鍏<>憡涓庨€氱煡绠＄悊 12. 馃啎甯<>姪鏂囨。绠＄悊 13. 馃啎鍙嶉<E98D99>涓庡伐鍗曠<E98D97>鐞? 14. 馃啎绯荤粺鍋ュ悍妫€鏌? 15. 馃啎鏁版嵁搴撳<E690B4>浠戒笌鎭㈠<E98EAD>

*鎬昏<EFBFBD>锛?5涓<35>姛鑳芥ā鍧?

瀵圭郴缁熸€讳綋璁捐<EFBFBD>鐨勫奖鍝?

鉁?鏂板<EFBFBD>鐙<EFBFBD>珛鍓嶇<EFBFBD>搴旂敤锛坅dmin-frontend/锛?
鉁?鏂板<EFBFBD>鐙<EFBFBD>珛鍚庣<EFBFBD>API锛?api/admin/*锛?
鉁?鎵╁睍鏉冮檺浣撶郴锛堢<EFBFBD>鐞嗗憳瑙掕壊銆佺<EFBFBD>鐞嗗憳鏉冮檺锛?
鉁?鎵╁睍鏁版嵁搴揝chema锛坅dmin_schema锛?
鉁?澧炲己LLM Gateway锛堜娇鐢ㄩ噺缁熻<EFBFBD>銆佹垚鏈<EFBFBD>垎鏋愶級
鉁?鏂板<EFBFBD>鐩戞帶鏈嶅姟锛堝疄鏃剁洃鎺с€侀敊璇<EFBFBD>洃鎺с€佹€ц兘鐩戞帶锛?

瀹炴柦寤鸿<EFBFBD>

闃舵<EFBFBD>涓€锛圥0锛夛細 1-2涓<32>湀

鐢ㄦ埛绠＄悊銆丗eature Flag銆丩LM妯″瀷绠＄悊銆佸熀纭€鐩戞帶

闃舵<EFBFBD>浜岋紙P1锛夛細 1-2涓<32>湀

鏅鸿兘浣撶<EFBFBD>鐞嗐€佹暟鎹<EFBFBD>粺璁°€佹垚鏈<EFBFBD>垎鏋愩€佸叕鍛婄<EFBFBD>鐞?

闃舵<EFBFBD>涓夛紙P2锛夛細 1-2涓<32>湀

绉熸埛绠＄悊銆佸弽棣堝伐鍗曘€佸府鍔╂枃妗ｃ€佸仴搴锋<EFBFBD>鏌ャ€佸<EFBFBD>浠芥仮澶?

涓嬩竴姝ュ缓璁<EFBFBD>細

纭<EFBFBD><EFBFBD>杩愯惀绠＄悊绔<EFBFBD>殑鍔熻兘浼樺厛绾?
璁捐<EFBFBD>绠＄悊绔<EFBFBD>殑UI鍘熷瀷
璁捐<EFBFBD>绠＄悊绔<EFBFBD>殑鏁版嵁搴撹〃缁撴瀯
璁捐<EFBFBD>绠＄悊绔<EFBFBD>殑API鎺ュ彛

24 KiB Raw Blame History Unescape Escape

杩愯惀绠＄悊绔<EFBFBD>灦鏋勮<EFBFBD>璁?

馃搵 鏂囨。璇存槑

馃幆 鏍稿績闂<E7B8BE><E99782>瑙ｇ瓟

1. 杩愯惀绠＄悊绔<E6828A>槸搴旂敤灞傚悧锛?

2. 杩愯惀绠＄悊绔<E6828A>殑瀹屾暣鍔熻兘娓呭崟

馃搳 鍔熻兘妯″潡璁捐<E79281>

妯″潡1锛氱敤鎴风<EFBFBD>鐞?鉁?宸叉彁鍒?

妯″潡2锛氭櫤鑳戒綋鎻愮ず璇嶇<EFBFBD>鐞?鉁?宸叉彁鍒?

妯″潡3锛氱増鏈<EFBFBD>姛鑳借<EFBFBD>缃<EFBFBD>紙Feature Flag锛?鉁?宸叉彁鍒?

妯″潡4锛氱敤鎴锋潈闄愬拰鐗堟湰璁剧疆 鉁?宸叉彁鍒?

妯″潡5锛氱<EFBFBD>鎴风<EFBFBD>鐞?馃啎 鏂板<EFBFBD>

妯″潡6锛歀LM妯″瀷绠＄悊 馃啎 鏂板<EFBFBD>锛堝叧閿<EFBFBD>級

妯″潡7锛氱郴缁熼厤缃<EFBFBD><EFBFBD>鐞?馃啎 鏂板<EFBFBD>

妯″潡8锛氱洃鎺т笌鏃ュ織 馃啎 鏂板<EFBFBD>锛堝叧閿<EFBFBD>級

妯″潡9锛氭暟鎹<EFBFBD>粺璁′笌鎶ヨ〃 馃啎 鏂板<EFBFBD>锛堝叧閿<EFBFBD>級

妯″潡10锛氭垚鏈<EFBFBD>垎鏋愪笌璁¤垂 馃啎 鏂板<EFBFBD>锛堝晢涓氬叧閿<EFBFBD>級

妯″潡11锛氬叕鍛婁笌閫氱煡绠＄悊 馃啎 鏂板<EFBFBD>

妯″潡12锛氬府鍔╂枃妗ｇ<EFBFBD>鐞?馃啎 鏂板<EFBFBD>

妯″潡13锛氬弽棣堜笌宸ュ崟绠＄悊 馃啎 鏂板<EFBFBD>

妯″潡14锛氱郴缁熷仴搴锋<EFBFBD>鏌?馃啎 鏂板<EFBFBD>

妯″潡15锛氭暟鎹<EFBFBD>簱澶囦唤涓庢仮澶?馃啎 鏂板<EFBFBD>

馃搳 鍔熻兘浼樺厛绾у垎绫?

P0锛堝繀椤伙紝闃舵<EFBFBD>涓€锛?

P1锛堥噸瑕侊紝闃舵<EFBFBD>涓€鎴栭樁娈典簩锛?

P2锛堟湁鐢<EFBFBD>紝闃舵<EFBFBD>浜屾垨闃舵<EFBFBD>涓夛級

馃彈锔?瀵圭郴缁熸€讳綋璁捐<E79281>鐨勫奖鍝?

褰卞搷1锛氱嫭绔嬬殑鍓嶇<EFBFBD>搴旂敤

褰卞搷2锛氱嫭绔嬬殑鍚庣<EFBFBD>API

褰卞搷3锛氭潈闄愪綋绯绘墿灞?

褰卞搷4锛氭暟鎹<EFBFBD>簱Schema鎵╁睍

褰卞搷5锛氭柊澧為€氱敤鑳藉姏

褰卞搷6锛氱洃鎺т笌鏃ュ織澧炲己

馃幆 瀹炴柦鏂规<E98F82>

闃舵<EFBFBD>涓€锛氭牳蹇冨姛鑳斤紙MVP锛?

闃舵<EFBFBD>浜岋細杩愯惀鍔熻兘

闃舵<EFBFBD>涓夛細楂樼骇鍔熻兘

馃搳 鎶€鏈<E282AC>€夊瀷

鍓嶇<EFBFBD>鎶€鏈<EFBFBD>爤

鍚庣<EFBFBD>鎶€鏈<EFBFBD>爤

馃幆 鎬荤粨

杩愯惀绠＄悊绔<EFBFBD>殑瀹氫綅

瀹屾暣鍔熻兘娓呭崟

瀵圭郴缁熸€讳綋璁捐<EFBFBD>鐨勫奖鍝?

瀹炴柦寤鸿<EFBFBD>

24 KiB

Raw Blame History

馃搵鏂囨。璇存槑

馃幆鏍稿績闂<E7B8BE><E99782>瑙ｇ瓟

馃搳鍔熻兘妯″潡璁捐<E79281>

妯″潡4锛氱敤鎴锋潈闄愬拰鐗堟湰璁剧疆鉁?宸叉彁鍒?

妯″潡5锛氱<EFBFBD>鎴风<EFBFBD>鐞?馃啎鏂板<EFBFBD>

妯″潡6锛歀LM妯″瀷绠＄悊馃啎鏂板<EFBFBD>锛堝叧閿<EFBFBD>級

妯″潡7锛氱郴缁熼厤缃<EFBFBD><EFBFBD>鐞?馃啎鏂板<EFBFBD>

妯″潡8锛氱洃鎺т笌鏃ュ織馃啎鏂板<EFBFBD>锛堝叧閿<EFBFBD>級

妯″潡9锛氭暟鎹<EFBFBD>粺璁′笌鎶ヨ〃馃啎鏂板<EFBFBD>锛堝叧閿<EFBFBD>級

妯″潡10锛氭垚鏈<EFBFBD>垎鏋愪笌璁¤垂馃啎鏂板<EFBFBD>锛堝晢涓氬叧閿<EFBFBD>級

妯″潡11锛氬叕鍛婁笌閫氱煡绠＄悊馃啎鏂板<EFBFBD>

妯″潡12锛氬府鍔╂枃妗ｇ<EFBFBD>鐞?馃啎鏂板<EFBFBD>

妯″潡13锛氬弽棣堜笌宸ュ崟绠＄悊馃啎鏂板<EFBFBD>

妯″潡14锛氱郴缁熷仴搴锋<EFBFBD>鏌?馃啎鏂板<EFBFBD>

妯″潡15锛氭暟鎹<EFBFBD>簱澶囦唤涓庢仮澶?馃啎鏂板<EFBFBD>

馃搳鍔熻兘浼樺厛绾у垎绫?

馃幆瀹炴柦鏂规<E98F82>

馃搳鎶€鏈<E282AC>€夊瀷

馃幆鎬荤粨