Files
AIclinicalresearch/docs/03-业务模块/AIA-AI智能问答/04-开发计划/01-AIA-V2.1开发计划.md
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

14 KiB
Raw Blame History

AIA 妯″潡 V2.1 寮€鍙戣<E98D99>鍒?

鐗堟湰锛歏2.1
鍒涘缓鏃ユ湡锛?026-01-11
璁″垝鍛ㄦ湡锛氱害 8-11 澶? 绛栫暐锛氶噸鍐欏悗绔?+ 澶嶇敤鏁版嵁搴?+ 鏂板紑鍙戝墠绔? 鍏宠仈PRD锛歚01-闇€姹傚垎鏋?AIA妯″潡PRD.md **鍏宠仈鍘熷瀷**锛歚01-闇€姹傚垎鏋?AI鏅鸿兘闂<E58598>瓟V2.html


馃搵 寮€鍙戠瓥鐣ユ<E990A3>杩?

鏍稿績鍐崇瓥

缁勪欢 绛栫暐 鐞嗙敱
鍚庣<EFBFBD> 馃敶 閲嶅啓 х増涓嶇<EFBFBD>鍚堜簯鍘熺敓瑙勮寖锛坈onsole.log銆佹湭浣跨敤骞冲彴鑳藉姏锛?
*鏁版嵁搴? 鉁?澶嶇敤 aia_schema 宸插畬鍠勶紝瀛楁<E7809B>婊¤冻闇€姹?
鍓嶇<EFBFBD> 馃敶 *鏂板紑鍙? 澶嶇敤 shared/components/Chat 閫氱敤缁勪欢锛屽叏鏂癠I

鎶€鏈<EFBFBD><EFBFBD>鑼?

瑙勮寖 瑕佹眰
鏃ュ織 浣跨敤 logger from @/common/logging锛堢<EFBFBD>姝?console.log锛?
瀛樺偍 浣跨敤 storage from @/common/storage
缂撳瓨 浣跨敤 cache from @/common/cache
闃熷垪 浣跨敤 jobQueue from @/common/jobs
Prompt 浣跨敤 promptService.get() from @/common/prompts
浠g爜浣嶇疆 backend/src/modules/aia/
API璺<EFBFBD> /api/v1/aia/*

馃搳 鏁版嵁搴撶姸鎬侊紙鉁?宸插畬鎴愶級

琛ㄧ粨鏋勶紙3涓<EFBFBD>〃锛?

aia_schema.projects        鉁?淇濈暀
aia_schema.conversations   鉁?淇濈暀
aia_schema.messages        鉁?淇濈暀 + 鏂板<E98F82>瀛楁<E7809B>

鏂板<EFBFBD>瀛楁<EFBFBD>锛?026-01-11 宸茶縼绉伙級

琛? 瀛楁<EFBFBD> 绫诲瀷 璇存槑
messages thinking_content TEXT 娣卞害鎬濊€冨唴瀹?<think>...</think>
messages attachments JSONB 闄勪欢鏁扮粍锛堜笂闄?涓<>紝鍗曚釜鈮?0MB锛屾枃鏈<E69E83>墹30K tokens锛?

宸插垹闄よ〃

琛? 鍘熷洜
general_conversations 鍔熻兘閲嶅彔锛屼娇鐢?conversations.project_id = NULL
general_messages 鍔熻兘閲嶅彔

馃棑锔?寮€鍙戦樁娈?

Phase 1: 鍚庣<E98D9A>閲嶅啓锛?-4澶╋級

Day 1: 妯″潡楠ㄦ灦 + 鏍稿績鏈嶅姟

<EFBFBD>锛氭惌寤烘ā鍧楃粨鏋勶紝杩佺Щ鏍稿績瀵硅瘽鏈嶅姟

浠诲姟娓呭崟锛?

  • 1.1 鍒涘缓妯″潡鐩<E6BDA1>綍缁撴瀯

    backend/src/modules/aia/
    鈹溾攢鈹€ controllers/
    鈹?  鈹溾攢鈹€ conversationController.ts
    鈹?  鈹溾攢鈹€ agentController.ts
    鈹?  鈹斺攢鈹€ projectController.ts
    鈹溾攢鈹€ services/
    鈹?  鈹溾攢鈹€ conversationService.ts
    鈹?  鈹溾攢鈹€ agentService.ts
    鈹?  鈹斺攢鈹€ projectService.ts
    鈹溾攢鈹€ routes/
    鈹?  鈹斺攢鈹€ index.ts
    鈹溾攢鈹€ types/
    鈹?  鈹斺攢鈹€ index.ts
    鈹斺攢鈹€ index.ts
    
  • 1.2 閲嶅啓 conversationService

    • 浠?legacy 澶嶅埗鏍稿績閫昏緫
    • 鏇挎崲 console.log 鈫?logger
    • 浣跨敤 prisma.message锛堝凡鍦?aia_schema锛?
    • 娣诲姞 thinkingContent 澶勭悊閫昏緫
    • 淇濇寔娴佸紡杈撳嚭鑳藉姏
  • 1.3 閲嶅啓 agentService

    • 鏀圭敤 promptService.get() 鑾峰彇 Prompt
    • 缂撳瓨鏅鸿兘浣撻厤缃<EFBFBD>紙浣跨敤 cache锛?
  • 1.4 娉ㄥ唽 v2 璺<>

    • 娉ㄥ唽鍒?/api/v1/aia/*
    • 淇濇寔 legacy 璺<>敱鍏煎<E98D8F>锛堥€愭<E282AC>杩佺Щ锛?

楠屾敹鏍囧噯锛?

  • 鍩虹<EFBFBD>瀵硅瘽鍔熻兘鍙<EFBFBD>
  • 娴佸紡杈撳嚭姝e父
  • 鏃ュ織杈撳嚭鍒?logger

Day 2: 娣卞害鎬濊€?+ 闄勪欢涓婁紶

<EFBFBD>锛氬疄鐜?V2.1 鏂板<E98F82>鍔熻兘

浠诲姟娓呭崟锛?

  • *2.1 娣卞害鎬濊€冩ā寮?

    • 妫€娴?LLM 杈撳嚭涓<E59AAD><think>...</think> 鏍囩<E98F8D>
    • 鎻愬彇骞跺瓨鍌ㄥ埌 messages.thinking_content
    • 浠?content<>Щ闄?think 鏍囩<E98F8D>
    • 娴佸紡杈撳嚭鏃跺垎绂?thinking 鍜?content
  • 2.2 闄勪欢涓婁紶鏈嶅姟

    • 浣跨敤 storage.upload() 涓婁紶鍒?OSS
    • 璋冪敤 Python 寰<>湇鍔℃彁鍙栨枃鏈?
    • Token 璁℃暟锛堜娇鐢?tiktoken锛?
    • <EFBFBD>柇澶勭悊锛堣秴杩?30K tokens锛?
    • 瀛樺偍闄勪欢淇℃伅鍒?messages.attachments
  • *2.3 闄勪欢娉ㄥ叆 LLM 涓婁笅鏂?

    • 缁勮<EFBFBD>闄勪欢鏂囨湰鍒?User Prompt
    • 鎺у埗鎬?Token 闀垮害

**鎶€鏈<E282AC><E98F88>鏍?*锛?

// 闄勪欢澶勭悊閰嶇疆
const ATTACHMENT_CONFIG = {
  maxCount: 5,              // 姣忔潯娑堟伅鏈€澶?涓<>檮浠?
  maxSizePerFile: 20 * 1024 * 1024,  // 鍗曚釜鏂囦欢20MB
  maxTokens: 30000,         // 鎻愬彇鏂囨湰鏈€澶?0K tokens
  supportedTypes: ['pdf', 'docx', 'txt', 'xlsx'],
};

楠屾敹鏍囧噯锛?

  • 娣卞害鎬濊€冨唴瀹规<EFBFBD><EFBFBD>垎绂诲瓨鍌?
  • 闄勪欢涓婁紶鎴愬姛
  • 闄勪欢鏂囨湰姝g‘娉ㄥ叆 LLM

Day 3: 鎰忓浘璺<E6B598>敱 + 鐭ヨ瘑搴撻泦鎴?

<EFBFBD>锛氬疄鐜板叏灞€鎰忓浘璺<EFBFBD>敱锛屽畬鍠勭煡璇嗗簱寮曠敤

浠诲姟娓呭崟锛?

  • 3.1 鎰忓浘璺<E6B598>敱鏈嶅姟

    • 鏂板缓 intentRouterService.ts
    • 璋冪敤 Router Agent 璇嗗埆鎰忓浘
    • 杩斿洖鐩<EFBFBD>爣 Agent ID + 棰勫~ Prompt
    • 娣诲姞 500ms 闃叉姈锛堝墠绔<E5A2A0>疄鐜帮級
  • *3.2 瀹屽杽鐭ヨ瘑搴撻泦鎴?

    • 澶嶇敤 PKB 妯″潡鐨?RAG 妫€绱?
    • 鏅鸿兘寮曠敤绯荤粺锛圼鏉ユ簮N]锛?
    • 寮曠敤娓呭崟鏍煎紡鍖?
  • 3.3 API 绔<>偣瀹屽杽

    POST /api/v1/aia/intent/route          # 鎰忓浘璺<E6B598>敱
    POST /api/v1/aia/conversations         # 鍒涘缓瀵硅瘽
    GET  /api/v1/aia/conversations         # 瀵硅瘽鍒楄〃
    GET  /api/v1/aia/conversations/:id     # 瀵硅瘽璇︽儏
    POST /api/v1/aia/conversations/:id/messages/stream  # 鍙戦€佹秷鎭<E7A7B7>紙娴佸紡锛?
    POST /api/v1/aia/conversations/:id/attachments      # 涓婁紶闄勪欢
    GET  /api/v1/aia/agents                # 鏅鸿兘浣撳垪琛?
    GET  /api/v1/aia/agents/:id            # 鏅鸿兘浣撹<E6B5A3>鎯?
    

楠屾敹鏍囧噯锛?

  • 鎰忓浘璺<EFBFBD>敱姝璇嗗埆骞惰烦杞?
  • 鐭ヨ瘑搴撳紩鐢ㄦ<EFBFBD><EFBFBD>樉绀?
  • 鎵€鏈?API 绔<>偣鍙<E581A3>

Day 4: 娴嬭瘯 + 鏂囨。

<EFBFBD>锛氬畬鎴愬悗绔<EFBFBD>祴璇曞拰鏂囨。

浠诲姟娓呭崟锛?

  • 4.1 鍗曞厓娴嬭瘯

    • conversationService 娴嬭瘯
    • 娣卞害鎬濊€冭В鏋愭祴璇?
    • 闄勪欢澶勭悊娴嬭瘯
  • 4.2 闆嗘垚娴嬭瘯

    • 瀹屾暣瀵硅瘽娴佺▼
    • 闄勪欢涓婁紶娴佺▼
    • 鐭ヨ瘑搴撴<EFBFBD>绱㈡祦绋?
  • 4.3 API 鏂囨。

    • 鏇存柊 REST Client 娴嬭瘯鏂囦欢
    • 缂栧啓 API 浣跨敤绀轰緥

楠屾敹鏍囧噯锛?

  • 娴嬭瘯瑕嗙洊鏍稿績鍔熻兘
  • API 鏂囨。瀹屾暣

Phase 2: 鍓嶇<E98D93>寮€鍙戯紙5-7澶╋級

Day 5-6: 鏅鸿兘浣撳ぇ鍘咃紙Dashboard锛?

<EFBFBD>锛氬疄鐜伴<EFBFBD>椤垫櫤鑳戒綋澶у

浠诲姟娓呭崟锛?

  • 5.1 鍒涘缓妯″潡鐩<E6BDA1>綍缁撴瀯

    frontend-v2/src/modules/aia/
    鈹溾攢鈹€ pages/
    鈹?  鈹溾攢鈹€ Dashboard.tsx          # 鏅鸿兘浣撳ぇ鍘?
    鈹?  鈹斺攢鈹€ Workspace.tsx          # 瀵硅瘽宸ヤ綔鍙?
    鈹溾攢鈹€ components/
    鈹?  鈹溾攢鈹€ AgentPipeline.tsx      # 5闃舵<E99783>娴佹按绾?
    鈹?  鈹溾攢鈹€ AgentCard.tsx          # 鏅鸿兘浣撳崱鐗?
    鈹?  鈹溾攢鈹€ IntentSearch.tsx       # 鎰忓浘鎼滅储妗?
    鈹?  鈹溾攢鈹€ ConversationList.tsx   # 鍘嗗彶浼氳瘽鍒楄〃
    鈹?  鈹溾攢鈹€ ThinkingBlock.tsx      # 娣卞害鎬濊€冩姌鍙犲潡
    鈹?  鈹溾攢鈹€ AttachmentUpload.tsx   # 闄勪欢涓婁紶
    鈹?  鈹溾攢鈹€ AttachmentCard.tsx     # 闄勪欢鍗$墖
    鈹?  鈹斺攢鈹€ SlashCommands.tsx      # 蹇<>嵎鎸囦护
    鈹溾攢鈹€ hooks/
    鈹?  鈹溾攢鈹€ useConversation.ts
    鈹?  鈹溾攢鈹€ useAgents.ts
    鈹?  鈹斺攢鈹€ useIntentRouter.ts
    鈹溾攢鈹€ api/
    鈹?  鈹斺攢鈹€ index.ts
    鈹溾攢鈹€ types/
    鈹?  鈹斺攢鈹€ index.ts
    鈹斺攢鈹€ index.tsx
    
  • *5.2 鏅鸿兘浣撴祦姘寸嚎锛圓gentPipeline锛?

    • 5闃舵<EFBFBD>甯冨眬锛堜弗鏍艰繕鍘?V11 鍘熷瀷锛?
    • 3鑹茶<EFBFBD>瑙変綋绯?
    • 鍗$墖鐐瑰嚮璺宠浆 Workspace
    • 宸ュ叿鍗墖璺宠浆澶栭儴妯″潡锛圖C/ST锛?
  • *5.3 鎰忓浘鎼滅储妗嗭紙IntentSearch锛?

    • 椤堕儴澶ф悳绱㈡<EFBFBD>
    • 500ms 闃叉姈
    • 璋冪敤鎰忓浘璺<EFBFBD>敱 API
    • <EFBFBD>姩璺宠浆鐩<EFBFBD>爣 Agent

楠屾敹鏍囧噯锛?

  • 5闃舵<EFBFBD>娴佹按绾挎<EFBFBD><EFBFBD>睍绀?
  • 鎰忓浘鎼滅储鍔熻兘鍙<EFBFBD>
  • 涓庡師鍨嬪浘涓€鑷?

Day 7-8: 瀵硅瘽宸ヤ綔鍙帮紙Workspace锛?

<EFBFBD>锛氬疄鐜版矇娴稿紡瀵硅瘽鐣岄潰

浠诲姟娓呭崟锛?

  • 7.1 宸ヤ綔鍙板竷灞€

    • Gemini 椋庢牸锛堝ぇ鐣欑櫧銆佸皯鍒嗗壊绾匡級
    • 宸︿晶渚ц竟鏍忥紙鍘嗗彶浼氳瘽锛屽彲鎶樺彔锛?
    • 涓诲<EFBFBD>璇濆尯锛圚eader + 娑堟伅鍒楄〃 + 杈撳叆妗嗭級
  • 7.2 澶嶇敤 Chat 閫氱敤缁勪欢

    import { ChatContainer } from '@/shared/components/Chat';
    
    <ChatContainer
      providerConfig={{
        apiEndpoint: '/api/v1/aia/conversations/:id/messages/stream',
        requestFn: sendMessageWithStream,
      }}
      customMessageRenderer={renderAIAMessage}
    />
    
  • *7.3 娣卞害鎬濊€冩姌鍙犲潡锛圱hinkingBlock锛?

    • <EFBFBD>姌鍙犵伆鑹插紩鐢ㄥ潡
    • 鐢熸垚涓<EFBFBD>睍寮€锛屽畬鎴愬悗鑷<EFBFBD>姩鏀惰捣
    • 鏄剧ず"宸叉繁搴︽€濊€?(鑰楁椂 Xs)"
  • 7.4 闄勪欢涓婁紶缁勪欢

    • <EFBFBD>寔鎷栨嫿涓婁紶
    • 鏂囦欢绫诲瀷/澶у皬鏍¢獙
    • 涓婁紶杩涘害鏄剧ず
    • 娑堟伅姘旀场涓嬫柟闄勪欢鍗$墖
  • 7.5 鍘嗗彶浼氳瘽鍒楄〃

    • 鎸夋椂闂村垎缁勶紙浠婂ぉ銆佹槰澶┿€?澶╁墠锛?
    • 妗岄潰绔<EFBFBD>浐瀹氭樉绀?
    • 绉诲姩绔<EFBFBD>娊灞夋粦鍑?

楠屾敹鏍囧噯锛?

  • Gemini 椋庢牸 UI
  • 娣卞害鎬濊€冩<EFBFBD><EFBFBD>睍绀?
  • 闄勪欢涓婁紶瀹屾暣娴佺▼
  • 鍘嗗彶浼氳瘽鍒囨崲

Day 9: Markdown 澧炲己 + 蹇<>嵎鎸囦护

<EFBFBD>锛氬<EFBFBD>寮哄<EFBFBD>璇濅綋楠?

浠诲姟娓呭崟锛?

  • 9.1 Markdown 娓叉煋澧炲己

    • KaTeX 鍏<>紡娓叉煋锛堝尰瀛﹀叕寮忥級
    • 琛ㄦ牸妯<EFBFBD>悜婊氬姩
    • 爜鍧楄<EFBFBD>娉曢珮浜?+ 涓€閿<E282AC><E996BF>鍒?
  • *9.2 蹇<>嵎鎸囦护锛圫lashCommands锛?

    • 杈撳叆 / 寮瑰嚭鑿滃崟
    • <EFBFBD>寔锛?娑﹁壊, /鎵╁啓, /缈昏瘧, /瀵煎嚭Word
    • <EFBFBD>洏瀵艰埅
  • *9.3 缁撴灉鎿嶄綔鏍?

    • Hover 鏄剧ず宸ュ叿鏍?
    • 澶嶅埗锛圡arkdown 婧愮爜锛?
    • 閲嶆柊鐢熸垚
    • 瀵煎嚭 Word锛堣皟鐢?RVW 瀵煎嚭鏈嶅姟锛?

楠屾敹鏍囧噯锛?

  • <EFBFBD>紡姝娓叉煋
  • <EFBFBD>嵎鎸囦护鍙<EFBFBD>
  • 鎿嶄綔鏍忓姛鑳藉畬鏁?

Day 10: 绉诲姩绔<E5A7A9>€傞厤

<EFBFBD>锛氬搷搴斿紡甯冨眬閫傞厤

浠诲姟娓呭崟锛?

  • *10.1 Dashboard 绉诲姩绔?

    • 闅愯棌澶嶆潅瀵艰埅
    • 鍗$墖鍗曞垪娴佸紡甯冨眬
    • 鏃堕棿杞存牱寮忚皟鏁?
  • *10.2 Workspace 绉诲姩绔?

    • 渚ц竟鏍忔敼涓烘娊灞?
    • 杈撳叆妗嗛敭鐩橀€傞厤锛坰crollIntoView锛?
    • 鍙戦€佹寜閽<EFBFBD><EFBFBD>缁堝彲瑙?
  • 10.3 瑙︽帶浼樺寲

    • 鎸夐挳 active 鎬?
    • 瑙︽帶鍖哄煙浼樺寲

楠屾敹鏍囧噯锛?

  • md (768px) 鏂<>偣鍝嶅簲姝
  • 绉诲姩绔<EFBFBD>氦浜掓祦鐣?

Day 11: 闆嗘垚娴嬭瘯 + 浼樺寲

<EFBFBD>锛氬畬鎴愭暣浣撴祴璇曞拰浼樺寲

浠诲姟娓呭崟锛?

  • *11.1 绔<>埌绔<E59F8C>祴璇?

    • 瀹屾暣瀵硅瘽娴佺▼
    • 闄勪欢涓婁紶娴佺▼
    • 娣卞害鎬濊€冩祦绋?
    • 鐭ヨ瘑搴撳紩鐢ㄦ祦绋?
  • 11.2 鎬ц兘浼樺寲

    • TTFB < 1.5s
    • 绉诲姩绔?LCP < 1s
    • 鎰忓浘鎼滅储闃叉姈
  • 11.3 Bug 淇<><E6B787>

  • 11.4 鏂囨。鏇存柊

    • 鏇存柊妯″潡鐘舵€佹枃妗?
    • 鏇存柊绯荤粺褰撳墠鐘舵€?

楠屾敹鏍囧噯锛?

  • 鎵€鏈夊姛鑳芥<EFBFBD>甯?
  • 鎬ц兘杈炬爣
  • 鏂囨。瀹屾暣

馃搧 鏂囦欢娓呭崟

鍚庣<EFBFBD>鏂板<EFBFBD>鏂囦欢

backend/src/modules/aia/
鈹溾攢鈹€ controllers/
鈹?  鈹溾攢鈹€ conversationController.ts    # ~300琛?
鈹?  鈹溾攢鈹€ agentController.ts           # ~150琛?
鈹?  鈹斺攢鈹€ projectController.ts         # ~200琛?
鈹溾攢鈹€ services/
鈹?  鈹溾攢鈹€ conversationService.ts       # ~500琛岋紙鏍稿績锛?
鈹?  鈹溾攢鈹€ agentService.ts              # ~200琛?
鈹?  鈹溾攢鈹€ projectService.ts            # ~150琛?
鈹?  鈹溾攢鈹€ intentRouterService.ts       # ~100琛岋紙鏂帮級
鈹?  鈹斺攢鈹€ attachmentService.ts         # ~200琛岋紙鏂帮級
鈹溾攢鈹€ routes/
鈹?  鈹斺攢鈹€ index.ts                     # ~100琛?
鈹溾攢鈹€ types/
鈹?  鈹斺攢鈹€ index.ts                     # ~100琛?
鈹斺攢鈹€ index.ts                         # ~20琛?

棰勮<E6A3B0>鎬昏<E98EAC>锛殈2000琛?

鍓嶇<EFBFBD>鏂板<EFBFBD>鏂囦欢

frontend-v2/src/modules/aia/
鈹溾攢鈹€ pages/
鈹?  鈹溾攢鈹€ Dashboard.tsx                # ~400琛?
鈹?  鈹斺攢鈹€ Workspace.tsx                # ~500琛?
鈹溾攢鈹€ components/
鈹?  鈹溾攢鈹€ AgentPipeline.tsx            # ~300琛?
鈹?  鈹溾攢鈹€ AgentCard.tsx                # ~100琛?
鈹?  鈹溾攢鈹€ IntentSearch.tsx             # ~150琛?
鈹?  鈹溾攢鈹€ ConversationList.tsx         # ~200琛?
鈹?  鈹溾攢鈹€ ThinkingBlock.tsx            # ~100琛?
鈹?  鈹溾攢鈹€ AttachmentUpload.tsx         # ~200琛?
鈹?  鈹溾攢鈹€ AttachmentCard.tsx           # ~80琛?
鈹?  鈹斺攢鈹€ SlashCommands.tsx            # ~150琛?
鈹溾攢鈹€ hooks/
鈹?  鈹溾攢鈹€ useConversation.ts           # ~150琛?
鈹?  鈹溾攢鈹€ useAgents.ts                 # ~100琛?
鈹?  鈹斺攢鈹€ useIntentRouter.ts           # ~80琛?
鈹溾攢鈹€ api/
鈹?  鈹斺攢鈹€ index.ts                     # ~200琛?
鈹溾攢鈹€ types/
鈹?  鈹斺攢鈹€ index.ts                     # ~100琛?
鈹斺攢鈹€ index.tsx                        # ~50琛?

棰勮<E6A3B0>鎬昏<E98EAC>锛殈2900琛?

馃敆 渚濊禆鍏崇郴

鍚庣<EFBFBD>渚濊禆

渚濊禆 鏉ユ簮 璇存槑
logger @/common/logging 鏃ュ織鏈嶅姟
storage @/common/storage OSS瀛樺偍
cache @/common/cache Redis/PG缂撳瓨
jobQueue @/common/jobs 寮傛<EFBFBD>浠诲姟
promptService @/common/prompts Prompt绠
LLMFactory @/common/llm LLM閫傞厤鍣?
prisma @/config/database 鏁版嵁搴?
ExtractionClient @/clients 鏂囨。鎻愬彇
TokenService @/services Token璁℃暟

鍓嶇<EFBFBD>渚濊禆

渚濊禆 鏉ユ簮 璇存槑
ChatContainer @/shared/components/Chat 閫氱敤瀵硅瘽缁勪欢
Ant Design antd UI缁勪欢搴?
Ant Design X @ant-design/x AI瀵硅瘽缁勪欢
KaTeX katex <EFBFBD>紡娓叉煋
react-markdown react-markdown Markdown娓叉煋

馃搱 椋庨櫓璇勪及

椋庨櫓 姒傜巼 褰卞搷 缂撹В<EFBFBD>
娴佸紡杈撳嚭鍏煎<EFBFBD>鎬? 涓? 楂? 澶嶇敤宸查獙璇佺殑 SSE 浠g爜
闄勪欢鎻愬彇瓒呮椂 涓? 涓? 浣跨敤 jobQueue 寮傛<E5AFAE>澶勭悊
绉诲姩绔<EFBFBD>€傞厤闂<EFBFBD><EFBFBD> 浣? 涓? 鎻愬墠瑙勫垝鏂<EFBFBD>偣鍜屽竷灞€
Prompt绠悊鏈嶅姟鏈<EFBFBD>氨缁? 浣? 涓? <EFBFBD>复鏃跺洖閫€鍒版枃浠惰<EFBFBD>鍙?

鉁?楠屾敹鏍囧噯

鍔熻兘楠屾敹

  • 鏅鸿兘浣撳ぇ鍘呭畬鏁村睍绀?
  • 鎰忓浘鎼滅储姝<EFBFBD>
  • 澶氳疆瀵硅瘽姝e父
  • 娴佸紡杈撳嚭娴佺晠
  • 娣卞害鎬濊€冩<EFBFBD><EFBFBD>姌鍙?
  • 闄勪欢涓婁紶瀹屾暣
  • 鐭ヨ瘑搴撳紩鐢ㄦ<EFBFBD>纭?
  • <EFBFBD>嵎鎸囦护鍙<EFBFBD>
  • 绉诲姩绔<EFBFBD>€傞厤姝

鎬ц兘楠屾敹

  • TTFB < 1.5s
  • 绉诲姩绔?LCP < 1s
  • 鎰忓浘鎼滅储鍝嶅簲 < 500ms

璐ㄩ噺楠屾敹

  • 鏃?console.log锛堜娇鐢?logger锛?
  • 爜绗﹀悎浜戝師鐢熻<EFBFBD>鑼?
  • API 鏂囨。瀹屾暣
  • 鍗曞厓娴嬭瘯瑕嗙洊鏍稿績鍔熻兘

馃摑 鏇存柊鏃ュ織

鏃ユ湡 鐗堟湰 鍐呭<EFBFBD>
2026-01-11 V1.0 鍒涘缓寮€鍙戣<EFBFBD>鍒?

**璁″垝鍒跺畾浜?*锛欰I Assistant
**瀹℃牳浜?*锛氬緟瀹? **鎵瑰噯浜?*锛氬緟瀹?