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AIclinicalresearch/docs/08-项目管理/下一阶段行动计划-V2.0-模块化架构优先.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

21 KiB
Raw Blame History

銝衤<EFBFBD><EFBFBD>嗆挾銵<EFBFBD>𢆡霈<EFBFBD> V2.0 - 璅<E79285><E288AA>𡝗沲<F0A19D97><E6B2B2><EFBFBD><EFBFBD>?

*<EFBFBD><EFBFBD><EFBFBD>嚗? 2025-11-07 <20>?2025-12-13嚗?<3F><EFBFBD>
*<EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗? 撱箇<E692B1><E7AE87>舐𡠺蝡钅<E89DA1>蝵脩<E89DB5><E79285><E288AA>𡝗沲<F0A19D97>?+ 摰峕<E691B0>ASL<53><EFBFBD><E8A9A8><EFBFBD>
*<EFBFBD><EFBFBD><EFBFBD>園𡢿嚗? 2025-11-07
*<EFBFBD><EFBFBD>𧋦嚗? V2.0嚗<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗?


<EFBFBD><20>条裦靚<E8A3A6>㟲霂湔<E99C82>

銝箔<EFBFBD><EFBFBD><EFBFBD><EFBFBD>㟲嚗?

<EFBFBD>蠘恣<EFBFBD>𡜐<EFBFBD>V1.0嚗㚁<EFBFBD> 敹恍<E695B9>笔鍳<E7AC94>杗SL撘<4C><E69298>𡢅<EFBFBD><F0A1A285><EFBFBD><EFBFBD>Schema<6D>𠉛氖

<EFBFBD>啗恣<EFBFBD>𡜐<EFBFBD>V2.0嚗㚁<EFBFBD> <20><><EFBFBD>憟賣沲<E8B3A3><E6B2B2>抅蝖<E68A85><EFBFBD><E59A97><EFBFBD><E69298><EFBFBD><E79DB2><EFBFBD><E288AA>?

<EFBFBD><EFBFBD><EFBFBD><EFBFBD>

憿寧𤌍 V1.0 V2.0 <EFBFBD><EFBFBD>
Schema<EFBFBD>𠉛氖 <EFBFBD>?<3F><><EFBFBD> <EFBFBD>?敹<><E695B9> <EFBFBD><EFBFBD><EFBFBD>函蔡<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
<EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <EFBFBD><EFBFBD><E99C88>銝? 潃?<3F><>擃䀝<E69383><E4809D><EFBFBD> 90%<25><EFBFBD><E7A589>函蔡<E587BD><E894A1>瘙?
<EFBFBD><EFBFBD><EFBFBD><EFBFBD>? ASL<EFBFBD>閙芋<EFBFBD>? ASL+DC+RVW銝㗇芋<E39787>? 蝏煺<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
<EFBFBD>園𡢿<EFBFBD><EFBFBD><EFBFBD> 1<EFBFBD>典抅蝖<EFBFBD>+3<><EFBFBD><E585B8>? 2<EFBFBD>典抅蝖<EFBFBD>+3<><EFBFBD><E585B8>? <EFBFBD><EFBFBD><EFBFBD><EFBFBD>憓𧼮<EFBFBD>

<EFBFBD><EFBFBD> <20><EFBFBD><EFBFBD><E996AB> - 鈭𥪜𪂹鈭娪𧫴畾?

Week 1-2嚗<32><EFBFBD><E6B2B2>抅蝖<E68A85>嚗?       Week 3-4嚗<34>瓲敹<E793B2><E695B9><EFBFBD><EFBFBD>        Week 5嚗<35><E59A97>霂蓥<E99C82><E893A5><EFBFBD>
Schema<6D>𠉛氖+璅<E79285><E288AA>𡝗沲<F0A19D97>? <20>? ASL<53><4C><EFBFBD><EFBFBD><EFBFBD><E48185><EFBFBD>+<2B><EFBFBD>憭滨<E686AD>  <20>? 憭𡁏芋<F0A1818F>𡑒<EFBFBD>靚?瘚贝<E7989A>
<EFBFBD>嗆挾 <EFBFBD>園𡢿 <EFBFBD><EFBFBD>隞餃𦛚 鈭支<EFBFBD><EFBFBD><EFBFBD> 隡睃<EFBFBD>蝥?
<EFBFBD>嗆挾1 Week 1 Schema<EFBFBD>𠉛氖<EFBFBD><EFBFBD> 8銝杵chema霈曇恣+餈<>宏霈<E99C88> P0 潃鐥<E6BD83>潃?
<EFBFBD>嗆挾2 Week 2 <EFBFBD><EFBFBD>𡝗沲<EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>+<2B><EFBFBD><E7A589>函蔡<E587BD><EFBFBD> P0 潃鐥<E6BD83>潃?
<EFBFBD>嗆挾3 Week 3 ASL<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD> <EFBFBD>峕芋<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? P0 潃鐥<E6BD83>
<EFBFBD>嗆挾4 Week 4 ASL<EFBFBD><EFBFBD>憭滨<EFBFBD> PDF<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD> P0 潃鐥<E6BD83>
<EFBFBD>嗆挾5 Week 5 憭𡁏芋<EFBFBD>𡑒<EFBFBD><EFBFBD><EFBFBD>霂? 銝㗇芋<EFBFBD><EFBFBD><EFBFBD><EFBFBD>極雿? P1 潃?

<EFBFBD><EFBFBD>儭?<3F><EFBFBD><E8A9A8><EFBFBD>霈曇恣

銝匧之<EFBFBD><EFBFBD><EFBFBD>

<EFBFBD>𢞖<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
<0A>?             鈭𤑳垢蝏煺<E89D8F>撟喳蝱                                  <20>?
<0A>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?             <20>?
<0A>? <20>?  ASL    <20>? <20>?   DC    <20>? <20>?  RVW    <20>?             <20>?
<0A>? <20><>I<EFBFBD><EFBFBD><E7AE84><EFBFBD><EFBFBD>? <20>?<3F>唳旿皜<E697BF><E79A9C> <20>? <20>?摰∠阮蝟餌<E89D9F> <20>?             <20>?
<0A>? <20><EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20><EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20><EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?             <20>?
<0A>?      <20>?             <20>?             <20>?                   <20>?
<0A>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20>𢞖<EFBFBD><F0A29E96><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?             <20>?
<0A>? <20><>sl_schema<6D>? <20><>c_schema <20>? <20><>vw_schema<6D>?             <20>?
<0A>? <20><EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20><EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>? <20><EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?             <20>?
<0A><EFBFBD><E5A999><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
                        <20>?
            瘥譍葵璅<E79285><E288AA>賢虾隞亦𡠺蝡钅<E89DA1>蝵?90%

<EFBFBD><EFBFBD><EFBFBD><EFBFBD>扯挽霈<EFBFBD><EFBFBD>?

<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>90%嚗㚁<E59A97>

  • <EFBFBD>?<3F><EFBFBD><E7A589><EFBFBD><EFBFBD><EFBFBD>Schema
  • <EFBFBD>?<3F><EFBFBD><E7A589><EFBFBD>PI頝舐眏嚗?api/asl/, /api/dc/, /api/rvw/*嚗?
  • <EFBFBD>?<3F><EFBFBD><E7A589><EFBFBD><EFBFBD>蝡舫△<E888AB>?
  • <EFBFBD>?<3F><EFBFBD><E7A589><EFBFBD><EFBFBD>蝵脣<E89DB5>
  • <EFBFBD>?<3F><EFBFBD><E7A589><EFBFBD><EFBFBD>蝵格<E89DB5>隞?

<EFBFBD>曹澈<EFBFBD><EFBFBD><EFBFBD>10%嚗㚁<E59A97>

  • <EFBFBD><EFBFBD> <20><EFBFBD>霈方<E99C88>嚗īlatform_schema.users嚗?
  • <EFBFBD><EFBFBD> LLM蝵穃<E89DB5>嚗Ếommon撅<6E><E69285>
  • <EFBFBD><EFBFBD> <20><EFBFBD>UI蝏<49>
  • <EFBFBD><EFBFBD> <20>函蔡<E587BD><EFBFBD>霈暹鴌

<EFBFBD><EFBFBD> <20>嗆挾1嚗锭chema<6D>𠉛氖<F0A0899B><EFBFBD>嚗Áeek 1嚗?

*<EFBFBD>園𡢿嚗? 2025-11-07 <20>?2025-11-13嚗?憭抬<E686AD>
*<EFBFBD><EFBFBD>嚗? 摰峕<E691B0>8銝杵chema霈曇恣<E69B87>峕㺭<E5B395><EFBFBD><EFBFBD>

<EFBFBD><EFBFBD><EFBFBD><EFBFBD>

銝箔<EFBFBD><EFBFBD><EFBFBD><EFBFBD>狸eek 1<><31><EFBFBD>銝凋<E98A9D><E5878B><EFBFBD>

  1. Schema<EFBFBD>𠉛氖<EFBFBD>舐𡠺蝡钅<EFBFBD>蝵脩<EFBFBD><EFBFBD>齿<EFBFBD><EFBFBD>∩辣
  2. 敶勗<EFBFBD><EFBFBD>𡒊賒<EFBFBD><EFBFBD><EFBFBD>劐誨<EFBFBD><EFBFBD><EFBFBD><EFBFBD>唳旿霈輸䔮<EFBFBD><EFBFBD>
  3. 頞𦠜𡟺<EFBFBD>𡄯<EFBFBD><EFBFBD>𡒊賒<EFBFBD>孵𢆡<EFBFBD>鞉𧋦頞𠹺<EFBFBD>
  4. 銝箔<EFBFBD>憭扳芋<EFBFBD><EFBFBD>ASL<EFBFBD><EFBFBD>C<EFBFBD><EFBFBD>VW嚗匧遣蝡𧢲<EFBFBD><EFBFBD>啗器<EFBFBD>?

Day 1-2嚗锭chema霈曇恣

8銝杵chema<EFBFBD><EFBFBD><EFBFBD><EFBFBD>

Schema<EFBFBD>滨妍 <EFBFBD><EFBFBD>? <EFBFBD><EFBFBD>銵? 隡睃<EFBFBD>蝥?
platform_schema 撟喳蝱<EFBFBD><EFBFBD> users, roles, permissions P0 潃?
aia_schema AI<EFBFBD><EFBFBD> projects, conversations, messages P1
asl_schema AI<EFBFBD><EFBFBD><EFBFBD><EFBFBD> literature_projects, literature_items, screening_results P0 潃鐥<E6BD83>潃?
dc_schema <EFBFBD>唳旿皜<EFBFBD><EFBFBD> cleaning_projects, datasets, cleaning_rules P0 潃鐥<E6BD83>
rvw_schema 摰∠阮蝟餌<EFBFBD> manuscripts, reviews,霂<><EFBFBD><E691AF><EFBFBD> P0 潃鐥<E6BD83>
pkb_schema <EFBFBD><EFBFBD>摨? knowledge_bases, documents P1
admin_schema 餈鞱𨯫蝞∠<EFBFBD> system_logs, statistics P2
common_schema <EFBFBD>𡁶鍂<EFBFBD>唳旿 llm_usage, feature_flags P1

<EFBFBD><EFBFBD><EFBFBD>單釣銝匧之璅<EFBFBD>

*ASL嚗㇁I<EFBFBD><EFBFBD><EFBFBD><EFBFBD>讃嚗农chema嚗?

-- asl_schema
CREATE SCHEMA asl_schema;

-- <20><>讃憿寧𤌍銵?
CREATE TABLE asl_schema.literature_projects (
    id UUID PRIMARY KEY,
    user_id UUID REFERENCES platform_schema.users(id),
    name VARCHAR(200) NOT NULL,
    description TEXT,
    status VARCHAR(50),
    created_at TIMESTAMP,
    updated_at TIMESTAMP
);

-- PICO<43>滨蔭銵?
CREATE TABLE asl_schema.pico_configs (
    id UUID PRIMARY KEY,
    project_id UUID REFERENCES asl_schema.literature_projects(id) ON DELETE CASCADE,
    population TEXT NOT NULL,
    intervention TEXT NOT NULL,
    comparison TEXT NOT NULL,
    outcome TEXT NOT NULL,
    study_design TEXT NOT NULL
);

-- <20><><EFBFBD>∠𤌍銵?
CREATE TABLE asl_schema.literature_items (
    id UUID PRIMARY KEY,
    project_id UUID REFERENCES asl_schema.literature_projects(id) ON DELETE CASCADE,
    title TEXT NOT NULL,
    abstract TEXT,
    authors TEXT,
    journal VARCHAR(200),
    year INTEGER,
    doi VARCHAR(200),
    -- 蝑偦<E89D91><EFBFBD><E58EA9>?
    screening_status VARCHAR(50) DEFAULT 'pending',
    final_decision VARCHAR(50),
    ai_model1_decision VARCHAR(50),
    ai_model2_decision VARCHAR(50),
    ai_reason TEXT,
    -- <20><EFBFBD>
    fulltext_path TEXT,
    fulltext_extracted TEXT,
    created_at TIMESTAMP,
    updated_at TIMESTAMP
);

*DC嚗<EFBFBD><EFBFBD><EFBFBD>瘣梹<EFBFBD>Schema嚗?

-- dc_schema
CREATE SCHEMA dc_schema;

CREATE TABLE dc_schema.cleaning_projects (
    id UUID PRIMARY KEY,
    user_id UUID REFERENCES platform_schema.users(id),
    name VARCHAR(200) NOT NULL,
    dataset_type VARCHAR(100),
    status VARCHAR(50),
    created_at TIMESTAMP
);

CREATE TABLE dc_schema.datasets (
    id UUID PRIMARY KEY,
    project_id UUID REFERENCES dc_schema.cleaning_projects(id) ON DELETE CASCADE,
    file_name VARCHAR(500),
    file_path TEXT,
    row_count INTEGER,
    column_count INTEGER,
    created_at TIMESTAMP
);

CREATE TABLE dc_schema.cleaning_rules (
    id UUID PRIMARY KEY,
    project_id UUID REFERENCES dc_schema.cleaning_projects(id) ON DELETE CASCADE,
    rule_type VARCHAR(100),
    rule_config JSONB,
    apply_order INTEGER
);

*RVW嚗<EFBFBD>恣蝔輻頂蝏<EFBFBD><EFBFBD>Schema嚗?

-- rvw_schema
CREATE SCHEMA rvw_schema;

CREATE TABLE rvw_schema.manuscripts (
    id UUID PRIMARY KEY,
    user_id UUID REFERENCES platform_schema.users(id),
    title TEXT NOT NULL,
    abstract TEXT,
    fulltext_path TEXT,
    journal_target VARCHAR(200),
    status VARCHAR(50),
    created_at TIMESTAMP
);

CREATE TABLE rvw_schema.reviews (
    id UUID PRIMARY KEY,
    manuscript_id UUID REFERENCES rvw_schema.manuscripts(id) ON DELETE CASCADE,
    review_type VARCHAR(100), -- methodology, journal_requirements
    score DECIMAL(5,2),
    comments TEXT,
    suggestions TEXT,
    created_at TIMESTAMP
);

CREATE TABLE rvw_schema.evaluation_criteria (
    id UUID PRIMARY KEY,
    type VARCHAR(100), -- methodology, journal
    criteria_name VARCHAR(200),
    criteria_content TEXT
);

Day 1隞餃𦛚皜<F0A69B9A><E79A9C>

  • 蝏睃<EFBFBD>摰峕㟲<EFBFBD><EFBFBD>chema<EFBFBD>喟頂<EFBFBD>?
  • 霈曇恣8銝杵chema<EFBFBD><EFBFBD>”蝏𤘪<EFBFBD>
  • <EFBFBD><EFBFBD>嚗朞祕蝏<EFBFBD>挽霈SL<EFBFBD><EFBFBD>C<EFBFBD><EFBFBD>VW銝劐葵Schema
  • 霈曇恣頝沒chema<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
  • 蝻硋<EFBFBD>Schema霈曇恣<EFBFBD><EFBFBD>

*颲枏枂<EFBFBD><EFBFBD>﹝嚗?

  • 09-<2D><EFBFBD>摰墧鴌/01-Schema<6D>𠉛氖霂衣<E99C82>霈曇恣.md

Day 2嚗𡁏㺭<F0A1818F><EFBFBD>蝘餉恣<E9A489>?

<EFBFBD><EFBFBD>銵典<EFBFBD>蝐鳴<EFBFBD>

<EFBFBD><EFBFBD>銵? <EFBFBD><EFBFBD>? 隡睃<EFBFBD>蝥?
users, roles platform_schema P0
projects, conversations, messages aia_schema P1
knowledge_bases, documents pkb_schema P1
<EFBFBD>鰵撱綽<EFBFBD>literature_* asl_schema P0
<EFBFBD>鰵撱綽<EFBFBD>cleaning_* dc_schema P0
<EFBFBD>鰵撱綽<EFBFBD>manuscripts, reviews rvw_schema P0

*<EFBFBD>宏蝑𣇉裦嚗?

  1. *<EFBFBD>嗆挾<EFBFBD><EFBFBD>蝘?

    • Phase 1嚗𡁜<E59A97>撱箸<E692B1><E7AEB8>农chema嚗?<3F><><EFBFBD>嚗?
    • Phase 2嚗朞<E59A97>蝘裴latform<72><EFBFBD>銵剁<E98AB5>30<33><30><EFBFBD>嚗?
    • Phase 3嚗朞<E59A97>蝘翠IA<49>釶KB銵剁<E98AB5>1撠𤩺𧒄嚗?
    • Phase 4嚗𡁜<E59A97>撱態SL/DC/RVW<56>啗”嚗?0<><30><EFBFBD>嚗?
  2. *<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝘?

    • 雿輻鍂<EFBFBD>唳旿摨栞<EFBFBD><EFBFBD><EFBFBD>銝箄<EFBFBD>皜?
    • <EFBFBD>鞉郊<EFBFBD><EFBFBD>揢摨𠉛鍂隞<EFBFBD><EFBFBD>
    • 靽萘<EFBFBD><EFBFBD>扯”雿靝蛹憭<EFBFBD>

*Day 2隞餃𦛚皜<F0A69B9A><E79A9C>嚗?

  • 蝻硋<EFBFBD>SQL餈<EFBFBD><EFBFBD>𡁏𧋦
  • 霈曇恣<EFBFBD>唳旿撉諹<EFBFBD><EFBFBD><EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
  • <EFBFBD><EFBFBD>霂閧㴓憓<EFBFBD><EFBFBD>霂?

*颲枏枂<EFBFBD><EFBFBD>﹝嚗?

  • 09-<2D><EFBFBD>摰墧鴌/02-<2D>唳旿摨栞<E691A8>蝘餉恣<E9A489>?md
  • 09-<2D><EFBFBD>摰墧鴌/migration-scripts/

Day 3-4嚗𡁏<E59A97>銵玺chema餈<61>

Day 3嚗𡁏<E59A97>霂閧㴓憓<E3B493><E68693>蝘?

*銝𠰴<EFBFBD>嚗𡁜<EFBFBD><EFBFBD>極雿?

  • <EFBFBD>遢瘚贝<EFBFBD><EFBFBD>唳旿摨?
  • <EFBFBD>𥕦遣8銝杵chema
  • 餈鞱<EFBFBD><EFBFBD><EFBFBD>𡁏𧋦嚗㇊latform + AIA + PKB嚗?

銝见<EFBFBD>嚗𡁻<EFBFBD><EFBFBD><EFBFBD>瘚贝<EFBFBD>

  • <EFBFBD>唳旿摰峕㟲<EFBFBD><EFBFBD>霂?
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD>瘚贝<EFBFBD>嚗㇁I<EFBFBD><EFBFBD><EFBFBD><EFBFBD>䰻霂<EFBFBD><EFBFBD>嚗?
  • 靽桀<EFBFBD><EFBFBD>𤑳緵<EFBFBD><EFBFBD>䔮憸?

Day 4嚗𡁶<E59A97>鈭抒㴓憓<E3B493><E68693>蝘?+ <20>訕chema<6D>𥕦遣

*銝𠰴<EFBFBD>嚗𡁶<EFBFBD>鈭抒㴓憓<EFBFBD><EFBFBD>蝘?

  • <EFBFBD><EFBFBD>煺漣<EFBFBD>唳旿摨?
  • <EFBFBD><EFBFBD>Schema餈<EFBFBD>
  • <EFBFBD>唳旿撉諹<EFBFBD>

銝见<EFBFBD>嚗𡁜<EFBFBD>撱態SL/DC/RVW Schema

  • <EFBFBD>𥕦遣asl_schema<EFBFBD>𦠜<EFBFBD><EFBFBD>㕑”
  • <EFBFBD>𥕦遣dc_schema<EFBFBD>𦠜<EFBFBD><EFBFBD>㕑”
  • <EFBFBD>𥕦遣rvw_schema<EFBFBD>𦠜<EFBFBD><EFBFBD>㕑”
  • <EFBFBD>𥕦遣敹<EFBFBD><EFBFBD><EFBFBD><EFBFBD>揣撘?

*撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>嚗?

  • 8銝杵chema<EFBFBD><EFBFBD><EFBFBD>𥕦遣摰峕<EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>虜餈鞱<EFBFBD>
  • 銝匧之璅<EFBFBD>Schema<EFBFBD><EFBFBD><EFBFBD>撠梁貌

Day 5嚗䥪risma Schema<6D>湔鰵

*<EFBFBD><EFBFBD>隞餃𦛚嚗?

  • <EFBFBD>湔鰵Prisma Schema<6D>滨蔭嚗<E894AD>𣈲<EFBFBD><F0A388B2><EFBFBD>Schema嚗?
  • 銝態SL<EFBFBD><EFBFBD>C<EFBFBD><EFBFBD>VW<EFBFBD>𥕦遣Prisma璅<EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD>Prisma Client
  • <EFBFBD>湔鰵<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>亥砭

*Prisma憭锭chema<EFBFBD>滨蔭蝷箔<EFBFBD>嚗?

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

datasource db {
  provider = "postgresql"
  url      = env("DATABASE_URL")
  schemas  = ["platform_schema", "aia_schema", "asl_schema", "dc_schema", "rvw_schema", "pkb_schema", "admin_schema", "common_schema"]
}

// Platform Schema
model User {
  id        String   @id @default(uuid())
  email     String   @unique
  password  String
  role      String
  createdAt DateTime @default(now())
  
  @@map("users")
  @@schema("platform_schema")
}

// ASL Schema
model LiteratureProject {
  id          String   @id @default(uuid())
  userId      String
  name        String
  description String?
  status      String   @default("active")
  createdAt   DateTime @default(now())
  updatedAt   DateTime @updatedAt
  
  picoConfig  PICOConfig?
  items       LiteratureItem[]
  
  @@map("literature_projects")
  @@schema("asl_schema")
}

model PICOConfig {
  id           String @id @default(uuid())
  projectId    String @unique
  population   String
  intervention String
  comparison   String
  outcome      String
  studyDesign  String
  
  project      LiteratureProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
  
  @@map("pico_configs")
  @@schema("asl_schema")
}

// ... <20><EFBFBD><E79285>

*撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>嚗?

  • Prisma Schema<6D><EFBFBD>8銝杵chema
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>lient<EFBFBD>臭誑甇<EFBFBD>霈輸䔮<EFBFBD><EFBFBD><EFBFBD>农chema
  • 蝐餃<EFBFBD>摰帋<EFBFBD>摰峕㟲

Week 1 <20><EFBFBD>

*鈭支<EFBFBD><EFBFBD><EFBFBD>嚗?

  1. <EFBFBD>?8銝杵chema霈曇恣摰峕<E691B0>
  2. <EFBFBD>?<3F>唳旿摨栞<E691A8>蝘餃<E89D98><E9A483>?
  3. <EFBFBD>?Prisma Schema<6D>湔鰵摰峕<E691B0>
  4. <EFBFBD>?ASL<53><4C>C<EFBFBD><43>VW銝匧之璅<E79285><E288AA>唳旿摨枏停蝏?

*撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>嚗?

  • <EFBFBD><EFBFBD><EFBFBD>厩緵<EFBFBD><EFBFBD><EFBFBD>賣迤撣貉<EFBFBD>銵?
  • <EFBFBD>唳旿摨枏<EFBFBD><EFBFBD><EFBFBD>?00%
  • Prisma Client甇<74>虜撌乩<E6928C>
  • 銝匧之璅<EFBFBD><EFBFBD>臭誑撘<EFBFBD>憪见<EFBFBD><EFBFBD>?

<EFBFBD><20>嗆挾2嚗𡁏芋<F0A1818F><EFBFBD><E5A092><EFBFBD>摰墧鴌嚗Áeek 2嚗?

*<EFBFBD>園𡢿嚗? 2025-11-14 <20>?2025-11-20嚗?憭抬<E686AD>
*<EFBFBD><EFBFBD>嚗? 撱箇<E692B1><EFBFBD><EFBFBD><E88B8A><EFBFBD><E8AAA8><EFBFBD>撅?+ 摰䂿緵璅<E79285><E288AA><EFBFBD><E7A589>函蔡<E587BD><EFBFBD>

<EFBFBD><EFBFBD><EFBFBD><EFBFBD>

*撱箇<EFBFBD>銝匧<EFBFBD><EFBFBD><EFBFBD> + 璅<E79285><E288AA><EFBFBD><E7A589>?

backend/
<0A><EFBFBD><E98EBF><EFBFBD> platform/        # 撟喳蝱<E596B3><EFBFBD>撅?
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> auth/       # 霈方<E99C88><E696B9><EFBFBD><EFBFBD><EFBFBD><E59A97>鈭恬<E988AD>
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> permission/ # <20><><EFBFBD>蝞∠<E89D9E>
<0A>?  <20><EFBFBD><E5A999><EFBFBD> storage/    # 摮睃<E691AE><E79D83>滚𦛚
<0A>?
<0A><EFBFBD><E98EBF><EFBFBD> common/         # <20>𡁶鍂<F0A181B6><EFBFBD>撅?
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> llm/        # LLM蝵穃<E89DB5> 潃?<3F><EFBFBD>
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> document/   # <20><>﹝憭<EFB99D><E686AD>
<0A>?  <20><EFBFBD><E5A999><EFBFBD> utils/      # 撌亙<E6928C><E4BA99>賣㺭
<0A>?
<0A><EFBFBD><E98EBF><EFBFBD> modules/        # 銝𡁜𦛚璅<E79285><EFBFBD><E69285><EFBFBD><EFBFBD>嚗?
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> asl/        # AI<41><EFBFBD><E7AE84><EFBFBD>讃 潃鐥<E6BD83>潃?
<0A>?  <20>?  <20><EFBFBD><E98EBF><EFBFBD> api/
<0A>?  <20>?  <20><EFBFBD><E98EBF><EFBFBD> services/
<0A>?  <20>?  <20><EFBFBD><E98EBF><EFBFBD> types/
<0A>?  <20>?  <20><EFBFBD><E5A999><EFBFBD> standalone.config.ts  # <20><EFBFBD><E7A589>函蔡<E587BD>滨蔭
<0A>?  <20>?
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> dc/         # <20>唳旿皜<E697BF><E79A9C> 潃鐥<E6BD83>
<0A>?  <20>?  <20><EFBFBD><E5A999><EFBFBD> standalone.config.ts
<0A>?  <20>?
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> rvw/        # 摰∠阮蝟餌<E89D9F> 潃鐥<E6BD83>
<0A>?  <20>?  <20><EFBFBD><E5A999><EFBFBD> standalone.config.ts
<0A>?  <20>?
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> aia/        # AI<41><EFBFBD>
<0A>?  <20><EFBFBD><E5A999><EFBFBD> pkb/        # <20><EFBFBD>摨?
<0A>?
<0A><EFBFBD><E5A999><EFBFBD> shared/         # <20>曹澈隞<E6BE88><E99A9E>
    <20><EFBFBD><E98EBF><EFBFBD> types/
    <20><EFBFBD><E5A999><EFBFBD> interfaces/

Day 1-2嚗帋誨<E5B88B><E8AAA8><EFBFBD><EFBFBD>?+ LLM蝵穃<E89DB5>

Day 1嚗𡁶𤌍敶閖<E695B6><E99696>?

*隞餃𦛚嚗?

  • <EFBFBD>𥕦遣銝匧<EFBFBD><EFBFBD><EFBFBD>蝏𤘪<EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>啣笆摨𠉛𤌍敶?
  • 銝態SL<EFBFBD><EFBFBD>C<EFBFBD><EFBFBD>VW<EFBFBD>𥕦遣璅<EFBFBD>撉冽沲
  • <EFBFBD>湔鰵import頝臬<EFBFBD>

*ASL璅<EFBFBD><EFBFBD><EFBFBD>蝏𤘪<EFBFBD>嚗?

modules/asl/
<0A><EFBFBD><E98EBF><EFBFBD> api/
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> projects.ts        # 憿寧𤌍蝞∠<E89D9E>API
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> screening.ts       # 蝑偦<E89D91>𡅅PI
<0A>?  <20><EFBFBD><E5A999><EFBFBD> exports.ts         # 撖澆枂API
<0A><EFBFBD><E98EBF><EFBFBD> services/
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> project.service.ts
<0A>?  <20><EFBFBD><E98EBF><EFBFBD> screening.service.ts
<0A>?  <20><EFBFBD><E5A999><EFBFBD> llm.service.ts     # 撠<><E692A0>LLM蝵穃<E89DB5><EFBFBD><0A><EFBFBD><E98EBF><EFBFBD> types/
<0A>?  <20><EFBFBD><E5A999><EFBFBD> index.ts
<0A><EFBFBD><E98EBF><EFBFBD> config/
<0A>?  <20><EFBFBD><E5A999><EFBFBD> standalone.config.ts  # <20><EFBFBD><E7A589>函蔡<E587BD>滨蔭
<0A><EFBFBD><E5A999><EFBFBD> index.ts               # 璅<E79285><E288AA>亙藁

Day 2嚗匁LM蝵穃<E89DB5>摰䂿緵 潃?<3F><EFBFBD>

*銝箔<EFBFBD>銋𡿨LM蝵穃<EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗?

  • ASL<EFBFBD><EFBFBD><EFBFBD>憸䀹<EFBFBD><EFBFBD><EFBFBD>蝑𥕦<EFBFBD><EFBFBD><EFBFBD>韏硋<EFBFBD>
  • DC<EFBFBD><EFBFBD><EFBFBD><EFBFBD>瘣堒遣霈桅<EFBFBD><EFBFBD><EFBFBD>
  • RVW<EFBFBD><EFBFBD>恣蝔輯<EFBFBD>隡圈<EFBFBD><EFBFBD><EFBFBD>
  • 蝏煺<EFBFBD>蝞∠<EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡅅I靚<EFBFBD>

*摰䂿緵隞餃𦛚嚗?

  • 摰䂿緵BaseLLMAdapter<EFBFBD>質情蝐?
  • 摰䂿緵DeepSeekAdapter
  • 摰䂿緵QwenAdapter
  • 摰䂿緵LLMGateway銝餅<EFBFBD><EFBFBD>?
  • Feature Flag<61><67><EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

*<EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗?

// common/llm/LLMGateway.ts
export class LLMGateway {
  async call(
    userId: string,
    model: string,
    messages: Message[],
    options?: LLMOptions
  ): Promise<LLMResponse> {
    // 1. Feature Flag璉<67><E79289>?
    // 2. <20><EFBFBD><EFBFBD><E79289>?
    // 3. 靚<><EFBFBD><E98D82><EFBFBD><EFBFBD>?
    // 4. 霈啣<E99C88>雿輻鍂<E8BCBB>?
  }
}

*撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>嚗?

  • <EFBFBD>臭誑靚<EFBFBD>鍂DeepSeek<EFBFBD>熑wen3
  • Feature Flag甇<67>虜撌乩<E6928C>
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD>交迤撣?

Day 3-5嚗𡁏芋<F0A1818F>㛖𡠺蝡钅<E89DA1>蝵脰<E89DB5><E884B0>?

Day 3嚗𡁶𡠺蝡钅<E89DA1>蝵脤<E89DB5>蝵?

銝箸<EFBFBD>銝芣芋<EFBFBD><EFBFBD>撱箇𡠺蝡钅<EFBFBD>蝵殷<EFBFBD>

// modules/asl/config/standalone.config.ts
export const ASLStandaloneConfig = {
  moduleName: 'ASL',
  moduleId: 'asl',
  version: '1.0.0',
  
  // <20><EFBFBD><E7A589>函蔡璅<E79285>
  standalone: {
    enabled: process.env.ASL_STANDALONE === 'true',
    port: process.env.ASL_PORT || 3001,
    apiPrefix: '/api/asl',
  },
  
  // 靘肽<E99D98><E882BD><EFBFBD><EFBFBD>鈭急<E988AD><E680A5>?
  dependencies: {
    auth: {
      required: true,
      endpoint: process.env.AUTH_SERVICE_URL || 'http://localhost:3000/api/auth',
    },
    llm: {
      required: true,
      endpoint: process.env.LLM_SERVICE_URL || 'http://localhost:3000/api/llm',
    },
  },
  
  // <20>唳旿摨㯄<E691A8>蝵?
  database: {
    schema: 'asl_schema',
    url: process.env.ASL_DATABASE_URL || process.env.DATABASE_URL,
  },
};

*隞餃𦛚皜<EFBFBD><EFBFBD>嚗?

  • 銝態SL<EFBFBD>𥕦遣standalone.config.ts
  • 銝慣C<EFBFBD>𥕦遣standalone.config.ts
  • 銝摧VW<EFBFBD>𥕦遣standalone.config.ts
  • <EFBFBD>𥕦遣璅<EFBFBD><EFBFBD>臬𢆡<EFBFBD>𡁏𧋦

Day 4嚗鋫PI頝舐眏<E88890>𠉛氖

*蝏煺<EFBFBD>API頝舐眏閫<EFBFBD><EFBFBD>嚗?

/api/asl/*    - AI<41><EFBFBD><E7AE84><EFBFBD>讃
/api/dc/*     - <20>唳旿皜<E697BF><E79A9C>
/api/rvw/*    - 摰∠阮蝟餌<E89D9F>
/api/aia/*    - AI<41><EFBFBD>
/api/pkb/*    - <20><EFBFBD>摨?

*隞餃𦛚嚗?

  • <EFBFBD>齿<EFBFBD>API頝舐眏嚗峕<EFBFBD><EFBFBD><EFBFBD><EFBFBD>
  • 摰䂿緵頝舐眏蝥批<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
  • 銝箸<EFBFBD>銝芣芋<EFBFBD><EFBFBD>撱箇𡠺蝡讠<EFBFBD>API<EFBFBD><EFBFBD>

Day 5嚗鋽ocker<65>?+ <20><EFBFBD><E7A589>函蔡瘚贝<E7989A>

*銝箸<EFBFBD>銝芣芋<EFBFBD><EFBFBD>撱慣ockerfile嚗?

# modules/asl/Dockerfile
FROM node:18-alpine

WORKDIR /app

# <20><EFBFBD><E88AB8>詛SL璅<E79285><E288AA><EFBFBD><EFBFBD><E996AC><EFBFBD><EFBFBD>
COPY package*.json ./
COPY tsconfig.json ./
COPY platform/ ./platform/
COPY common/ ./common/
COPY modules/asl/ ./modules/asl/
COPY shared/ ./shared/

RUN npm install
RUN npm run build

ENV ASL_STANDALONE=true
ENV ASL_PORT=3001

EXPOSE 3001

CMD ["node", "dist/modules/asl/index.js"]

*隞餃𦛚嚗?

  • 銝態SL<EFBFBD>𥕦遣Dockerfile
  • 銝慣C<EFBFBD>𥕦遣Dockerfile
  • 銝摧VW<EFBFBD>𥕦遣Dockerfile
  • <EFBFBD>𥕦遣docker-compose<73>滨蔭
  • 瘚贝<EFBFBD><EFBFBD><EFBFBD><EFBFBD>函蔡

*docker-compose.yml蝷箔<E89DB7>嚗?

version: '3.8'

services:
  # 蝏煺<E89D8F><E785BA>函蔡璅<E79285>
  platform:
    build: .
    ports:
      - "3000:3000"
    environment:
      - DATABASE_URL=postgresql://...
  
  # <20><EFBFBD><E7A589>函蔡璅<E79285>
  asl-standalone:
    build:
      context: .
      dockerfile: modules/asl/Dockerfile
    ports:
      - "3001:3001"
    environment:
      - ASL_STANDALONE=true
      - ASL_DATABASE_URL=postgresql://...
      - AUTH_SERVICE_URL=http://platform:3000/api/auth

Week 2 <20><EFBFBD>

*鈭支<EFBFBD><EFBFBD><EFBFBD>嚗?

  1. <EFBFBD>?銝匧<E98A9D><EFBFBD><E99A9E><EFBFBD><EFBFBD>撱箇<E692B1>摰峕<E691B0>
  2. <EFBFBD>?LLM蝵穃<E89DB5>摰䂿緵摰峕<E691B0>
  3. <EFBFBD>?ASL<53><4C>C<EFBFBD><43>VW銝㗇芋<E39787>埈𣈲<E59F88><F0A388B2>𡠺蝡钅<E89DA1>蝵?
  4. <EFBFBD>?Docker<65><EFBFBD><E7A18B>?

*撉峕𤣰<EFBFBD><EFBFBD><EFBFBD>嚗?

  • <EFBFBD><EFBFBD>蝏𤘪<EFBFBD><EFBFBD>苊嚗䔶<EFBFBD>韏硋<EFBFBD>蝟餅迤蝖?
  • LLM蝵穃<EFBFBD><EFBFBD>臭誑甇<EFBFBD>虜靚<EFBFBD>
  • 銝匧之璅<EFBFBD><EFBFBD>臭誑<EFBFBD><EFBFBD><EFBFBD>臬𢆡<EFBFBD><EFBFBD>銵?
  • Docker<EFBFBD>𨅯<EFBFBD><EFBFBD>臭誑甇<EFBFBD><EFBFBD><EFBFBD>

<EFBFBD><20>嗆挾3-4嚗鋫SL<53><EFBFBD><E8A9A8><EFBFBD><EFBFBD><E69298>𡢅<EFBFBD>Week 3-4嚗?

*<EFBFBD>園𡢿嚗? 2025-11-21 <20>?2025-12-04嚗?<3F><EFBFBD>
*<EFBFBD><EFBFBD>嚗? 摰峕<E691B0>ASL<53><4C><EFBFBD><EFBFBD><EFBFBD><E48185><EFBFBD> + <20><EFBFBD>憭滨<E686AD>

霂衣<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗峕瓲敹<EFBFBD><EFBFBD><EFBFBD>

  • Week 3嚗𡁻★<F0A181BB>桃恣<E6A183>?+ CSV撖澆<E69296> + <20><><EFBFBD><EFBFBD><EFBFBD><E48185><EFBFBD>
  • Week 4嚗𡁜<E59A97><F0A1819C><EFBFBD><EFBFBD>蝑?+ PDF憭<46><E686AD>

<EFBFBD><EFBFBD> <20>嗆挾5嚗𡁜<E59A97><E79285><E288AA><EFBFBD>嚗Áeek 5嚗?

*<EFBFBD>園𡢿嚗? 2025-12-05 <20>?2025-12-13嚗?憭抬<E686AD>
*<EFBFBD><EFBFBD>嚗? 撉諹<E69289>銝匧之璅<E79285><E288AA><EFBFBD><EFBFBD><EFBFBD><EFBFBD>極雿𡏭<E99BBF><F0A18FAD>?

<EFBFBD><EFBFBD>瘚贝<EFBFBD><EFBFBD>箸艶

<EFBFBD>箸艶1嚗𡁶鍂<EFBFBD>瑁楊璅<EFBFBD>雿輻鍂

  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD> <20>?雿輻鍂ASL蝑偦<E89D91><EFBFBD><E39787>?<3F>?雿輻鍂DC皜<43><E79A9C><EFBFBD>唳旿 <20>?雿輻鍂RVW摰∠阮

*<EFBFBD>箸艶2嚗𡁏㺭<EFBFBD><EFBFBD>鈭急<EFBFBD>霂?

  • ASL蝑偦<EFBFBD>匧枂<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>?撖澆枂<E6BE86>蚤C餈𥡝<E9A488><F0A5A19D>唳旿<E594B3>𣂼<EFBFBD>
  • DC皜<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?<3F>?<3F><EFBFBD>RVW<56><57>阮隞嗅<E99A9E>憭?

*<EFBFBD>箸艶3嚗𡁶𡠺蝡钅<EFBFBD>蝵脫<EFBFBD>霂?

  • ASL<EFBFBD><EFBFBD><EFBFBD>函蔡 <20>?靚<>鍂撟喳蝱霈方<E99C88><E696B9>滚𦛚 <20>?甇<>虜撌乩<E6928C>
  • DC<EFBFBD><EFBFBD><EFBFBD>函蔡 <20>?靚<>鍂LLM蝵穃<E89DB5> <20>?甇<>虜撌乩<E6928C>

*隞餃𦛚皜<EFBFBD><EFBFBD>嚗?

  • 蝡臬<EFBFBD>蝡舀<EFBFBD>霂?
  • <EFBFBD><EFBFBD>瘚贝<EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD>函蔡撉諹<EFBFBD>
  • <EFBFBD><EFBFBD>﹝摰<EFBFBD><EFBFBD>

<EFBFBD><EFBFBD> <20>喲睸<E596B2><EFBFBD>霈啣<E99C88>

<EFBFBD><EFBFBD>001嚗锭chema<EFBFBD>𠉛氖敹<EFBFBD><EFBFBD><EFBFBD> <20>?

*<EFBFBD><EFBFBD>嚗? Week 1敹<31>◆摰峕<E691B0>Schema<6D>𠉛氖

*<EFBFBD><EFBFBD>眏嚗?

  1. <EFBFBD><EFBFBD><EFBFBD>函蔡<EFBFBD><EFBFBD><EFBFBD><EFBFBD>鞉辺隞?
  2. <EFBFBD>颲寧<EFBFBD><EFBFBD>
  3. <EFBFBD>唳旿摨梶漣<EFBFBD><EFBFBD><EFBFBD>𠉛氖
  4. <EFBFBD><EFBFBD><EFBFBD>芣䔉<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

*敶勗<EFBFBD>嚗? Week 1<><EFBFBD><E588B8><EFBFBD><E585B6><EFBFBD><E59786><EFBFBD>?


<EFBFBD><EFBFBD>002嚗帋<EFBFBD>憭扳芋<EFBFBD>𦯀<EFBFBD><EFBFBD>?<3F>?

*<EFBFBD><EFBFBD>嚗? <20><EFBFBD><E6BBA8><EFBFBD>ASL<53><4C>C<EFBFBD><43>VW銝匧之璅<E79285>

*<EFBFBD><EFBFBD>眏嚗?

  1. 90%<25><EFBFBD><E7A589>函蔡<E587BD><E894A1>瘙?
  2. <EFBFBD><EFBFBD>撌桀<EFBFBD><EFBFBD>碶漣<EFBFBD>?
  3. 蝏煺<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>

隡睃<EFBFBD>蝥改<EFBFBD> ASL > DC = RVW


<EFBFBD><EFBFBD>003嚗匁LM蝵穃<EFBFBD>Week 2摰䂿緵 <20>?

*<EFBFBD><EFBFBD>嚗? LLM蝵穃<E89DB5><E7A983>汾eek 2摰䂿緵嚗䔶<E59A97><E494B6>狸eek 1

*<EFBFBD><EFBFBD>眏嚗?

  1. Week 1銝𤘪釣Schema<6D>𠉛氖
  2. LLM蝵穃<EFBFBD><EFBFBD><EFBFBD><EFBFBD>chema摰峕<EFBFBD><EFBFBD><EFBFBD><EFBFBD>賣迤蝖桅<EFBFBD>蝵?
  3. Week 2<><EFBFBD>頞單𧒄<E596AE><EFBFBD><E6B8B8>?

<EFBFBD><EFBFBD> 餈𥕦漲頝蠘葵

<EFBFBD>喲睸<EFBFBD><EFBFBD><EFBFBD>

<EFBFBD><EFBFBD><EFBFBD> <EFBFBD><EFBFBD> Week 1 Week 2 Week 3-4 Week 5
Schema<EFBFBD>𠉛氖 100% 100% - - -
<EFBFBD><EFBFBD>𡝗沲<EFBFBD>? 100% 0% 100% - -
LLM蝵穃<EFBFBD> 100% 0% 100% - -
ASL<EFBFBD><EFBFBD> 100% 0% 0% 100% -
<EFBFBD><EFBFBD><EFBFBD>函蔡 100% 0% 80% 80% 100%

<EFBFBD><20>𣂼<EFBFBD><F0A382BC><EFBFBD><EFBFBD>

<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?

  • 8銝杵chema<EFBFBD><EFBFBD><EFBFBD>𥕦遣撟嗆迤撣詨極雿?
  • 銝匧之璅<EFBFBD>嚗㇁SL<EFBFBD><EFBFBD>C<EFBFBD><EFBFBD>VW嚗匧虾隞亦𡠺蝡钅<EFBFBD>蝵?
  • LLM蝵穃<EFBFBD>蝔喳<EFBFBD><EFBFBD><EFBFBD>
  • ASL<EFBFBD><EFBFBD><EFBFBD><EFBFBD>摰峕㟲
  • <EFBFBD><EFBFBD>游虾隞亙<EFBFBD><EFBFBD><EFBFBD>極雿?

銝𡁜𦛚<EFBFBD><EFBFBD><EFBFBD>

  • ASL<EFBFBD>臭誑摰峕<EFBFBD><EFBFBD><EFBFBD>讃蝑偦<EFBFBD><EFBFBD><EFBFBD><EFBFBD>
  • 蝑偦<EFBFBD><EFBFBD>蝖桃<EFBFBD> > 85%
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>函蔡撟嗅笆憭㚚<EFBFBD><EFBFBD>?
  • <EFBFBD><EFBFBD>雿㯄<EFBFBD><EFBFBD><EFBFBD>

<EFBFBD><EFBFBD> 憌𡡞埯蝞∠<E89D9E>

憌𡡞埯1嚗锭chema餈<EFBFBD>宏憭齿<EFBFBD>摨阡<EFBFBD>

*憌𡡞埯蝑厩漣嚗? 擃? *蝻栞圾<EFBFBD>芣鴌嚗?

  • <EFBFBD><EFBFBD>霂閧㴓憓<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>霂?
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>皛𡁏䲮獢?
  • <EFBFBD><EFBFBD>𧫴畾菔<EFBFBD>蝘鳴<EFBFBD><EFBFBD><EFBFBD>憌𡡞埯

憌𡡞埯2嚗𡁏芋<EFBFBD>㛖𡠺蝡钅<EFBFBD>蝵脰<EFBFBD>霂訫𤌴<EFBFBD>?

*憌𡡞埯蝑厩漣嚗? 銝? *蝻栞圾<EFBFBD>芣鴌嚗?

  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>函蔡嚗<EFBFBD><EFBFBD>摰䂿緵<EFBFBD><EFBFBD><EFBFBD>函蔡
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𠯫敹堒<EFBFBD><EFBFBD>烐綉
  • 霂衣<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝵脫<EFBFBD>獢?

憌𡡞埯3嚗𡁏𧒄<EFBFBD>游辣<EFBFBD><EFBFBD>5<EFBFBD>?

*憌𡡞埯蝑厩漣嚗? 銝? *蝻栞圾<EFBFBD>芣鴌嚗?

  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
  • <EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>園𡢿
  • Week 3-4<>臭誑撟嗉<E6929F>憭帋犖撘<E78A96><E69298>?

<EFBFBD><EFBFBD> <20><EFBFBD><E8A9A8><EFBFBD>


<EFBFBD><EFBFBD>鈭綽<EFBFBD> AI<41><EFBFBD>
摰⊥瓲鈭綽<EFBFBD><><EFBFBD>? <EFBFBD><EFBFBD>鈭綽<EFBFBD><><EFBFBD>? <EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD><EFBFBD> 2025-11-07
*<EFBFBD><EFBFBD>𧋦嚗? V2.0