AIclinicalresearch/docs/08-项目管理/下一阶段行动计划-V2.1-务实版.md

# 涓嬩竴闃舵<E99783>琛屽姩璁″垝 V2.1 - 10涓猄chema瀹屾暣鐗?
> **璁″垝鍛ㄦ湡锛?* 2025-11-07 鑷?2025-12-06锛?鍛<>級  
> **鏍稿績鐩<E7B8BE>爣锛?* 10涓猄chema闅旂<E99785>瀹屾暣瀹炴柦 + 浠ｇ爜鍒嗗眰 + ASL鏍稿績鍔熻兘  
> **鍒跺畾鏃堕棿锛?* 2025-11-07  
> **鐗堟湰锛?* V2.1锛?0涓猄chema瀹屾暣鐗堬級  
> **鏈€鍚庢洿鏂帮細** 2025-11-09

---

## 馃挕 鏍稿績鍙樺寲浜<E5AFB2>偣

> **馃幆 鍐冲畾锛氱洿鎺ュ疄鏂?0涓猄chema锛屼笉鍒嗛樁娈碉紒**

**涓轰粈涔堬紵**
- 鉁?棰濆<E6A3B0>鎴愭湰浠?灏忔椂锛?涓<>┖Schema鏃犳暟鎹<E69A9F>縼绉伙級
- 鉁?鐜板湪鏄<E6B9AA>祴璇曠郴缁燂紝鏈€浣冲疄鏂芥椂鏈?- 鉁?鏋舵瀯涓€娆″埌浣嶏紝閬垮厤浜屾<E6B59C>杩佺Щ
- 鉁?Week 1鏈?澶╋紝鏃堕棿瀹屽叏澶熺敤

**鍙樺寲锛?*
- 浠?5涓<35>牳蹇?5涓<35><E6B693>鐣? 鈫?**10涓<30>叏閮ㄥ疄鏂?*
- 浠?鍒嗛樁娈佃縼绉? 鈫?**涓€娆℃€у畬鎴?*
- 鏂板<E98F82>SSA锛堟櫤鑳界粺璁″垎鏋愶級鍜孲T锛堢粺璁″垎鏋愬伐鍏凤級涓や釜Schema

---

## 馃幆 V2.1 vs V2.0 鐨勫叧閿<E58FA7>皟鏁?
| 椤圭洰 | V2.0 | V2.1锛堝畬鏁寸増锛墊 鍘熷洜 |
|------|------|--------------|------|
| Schema鏁伴噺 | 8涓<38>叏鍋?| 鉁?**10涓<30>叏閮ㄥ疄鏂?* 猸?| 棰濆<E6A3B0>鎴愭湰浠?灏忔椂锛屼竴娆″埌浣?|
| 鐙<>珛閮ㄧ讲 | Week 2瀹炴柦 | 鉂?鏆備笉瀹炴柦 | 褰撳墠閲嶇偣鏄<E581A3>簯绔<E7B0AF>郴缁?|
| Docker鍖?| Week 2鍋?| 鉂?鏆備笉鍋?| 涓嶆槸褰撳墠閲嶇偣 |
| Monorepo | 鏈<>彁鍙?| 鉂?鏆備笉閲囩敤 | 鐩<>綍鍒嗗眰宸插<E5AEB8>鐢?|
| 鎬绘椂闀?| 5鍛?| 4鍛?猸?| 鍘绘帀鐙<E5B880>珛閮ㄧ讲瀹炴柦锛岃妭鐪?鍛?|

---

## 馃搳 鏁翠綋瑙勫垝 - 鍥涘懆鍥涢樁娈?
```
Week 1锛圫chema鍩虹<E98DA9>锛?     Week 2锛堜唬鐮佹灦鏋勶級      Week 3-4锛圓SL寮€鍙戯級
10涓猄chema鍏ㄩ儴闅旂<EFBFBD>  鈫? 浠ｇ爜鍒嗗眰+LLM缃戝叧  鈫? 鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫+鍏ㄦ枃澶嶇瓫
```

| 闃舵<E99783> | 鏃堕棿 | 鏍稿績浠诲姟 | 浜や粯鎴愭灉 | 浼樺厛绾?|
|------|------|---------|---------|--------|
| **闃舵<E99783>1** | Week 1 | **10涓猄chema鍏ㄩ儴闅旂<E99785>** 猸?| 10涓猄chema瀹屾垚 | P0 猸愨瓙猸?|
| **闃舵<E99783>2** | Week 2 | 浠ｇ爜鍒嗗眰+LLM缃戝叧 | 涓夊眰鏋舵瀯+LLM缃戝叧 | P0 猸愨瓙猸?|
| **闃舵<E99783>3** | Week 3 | ASL鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫 | 鍙屾ā鍨嬬瓫閫夊姛鑳?| P0 猸愨瓙 |
| **闃舵<E99783>4** | Week 4 | ASL鍏ㄦ枃澶嶇瓫+娴嬭瘯 | 瀹屾暣绛涢€夋祦绋?| P0 猸愨瓙 |

---

## 馃殌 闃舵<E99783>1锛?0涓猄chema瀹屾暣闅旂<E99785>锛圵eek 1锛?
> **鏃堕棿锛?* 2025-11-07 鑷?2025-11-13锛?澶╋級  
> **鐩<>爣锛?* 涓€娆℃€у畬鎴?0涓猄chema鐨勫畬鏁撮殧绂伙紝鏋舵瀯涓€姝ュ埌浣?
### 鏍稿績鍘熷垯锛氫竴娆″埌浣?猸愨瓙猸?
**鍏ㄩ儴鍒涘缓鐨凷chema锛?0涓<30>級锛?*

### 璇︾粏璁捐<E79281>+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<73>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<35>〃锛歱rojects, conversations, messages, general_conversations, general_messages
- 鏁版嵁閲忥細~20涓<30>」鐩<E3808D>紝~50鏉″<E98F89>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<32>〃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<>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?*
1. 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<E79281>** - 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<E9949B>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<E79CB0>級
- [ ] 鏄庣‘3涓<33>渶瑕佽縼绉荤殑Schema
- [ ] 鏄庣‘7涓<37>┖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<><E98D99>缁嗚<E7BC81>璁￠渶瑕佽縼绉荤殑3涓猄chema锛?*

**1. platform_schema锛堝钩鍙板熀纭€锛?*
```sql
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
```sql
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
```sql
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<>渶鍒涘缓绌篠chema锛屼笉璁捐<E79281>琛ㄧ粨鏋勶細**

```sql
-- 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?*
1. 鍒涘缓10涓<30>柊Schema锛?涓<><E6B693>缁?7涓<37>┖锛屼竴娆℃€э級
2. 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<35>〃鍒癮ia_schema | 30鍒嗛挓 |
| `004-migrate-pkb.sql` | 杩佺Щ2涓<32>〃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<E58AA7>祴璇曟暟鎹<E69A9F>紝浣嗚繕鏄<E7B995><E98F84>浠斤級
- [ ] 鎵ц<E98EB5>001鑴氭湰锛氬垱寤?0涓猄chema锛?璇︾粏+7绌猴級
- [ ] 鎵ц<E98EB5>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<E58598>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<><E6B787>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<E6A3B0>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<E79686>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?*
```prisma
// 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

// ===== 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<32>ā鍧楄ˉ鍏呭畬鏁磋<E98F81>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<35>〃缂栧啓瀹屾暣鏂囨。
- [ ] 鍖呮嫭锛氳〃缁撴瀯銆佸瓧娈佃<E5A888>鏄庛€佺储寮曡<E5AFAE>璁°€佸叧绯昏<E7BBAF>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<32>〃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<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

**浠诲姟2锛氳ˉ鍏匒PI璁捐<E79281>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<33><E6B693>缁哠chema鏁版嵁杩佺Щ瀹屾暣
- [ ] 鏇存柊鏂囨。锛氳<E9949B>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?
---

## Week 2锛氫唬鐮佸垎灞傞噸鏋勶紙2025-11-14 鑷?2025-11-20锛?
> **閲嶇偣锛?* 寤虹珛娓呮櫚鐨勪唬鐮佸垎灞傛灦鏋勶紝涓烘ā鍧楀寲寮€鍙戞墦濂藉熀纭€

### 鐩<>爣
- 寤虹珛3灞備唬鐮佺粨鏋勶紙Platform/Common/Business锛?- 瀹屾垚鐜版湁浠ｇ爜閲嶆瀯
- 寤虹珛浠ｇ爜瑙勮寖鍜屾渶浣冲疄璺?
### Day 6-7锛歅latform灞傚拰Common灞傞噸鏋?
**浠诲姟锛?*
- [ ] 鎻愬彇骞冲彴鍩虹<E98DA9>鏈嶅姟锛堣<E9949B>璇併€佹潈闄愶級
- [ ] 鎻愬彇閫氱敤鑳藉姏锛圠LM璋冪敤銆佹枃浠跺<E6B5A0>鐞嗭級
- [ ] 寤虹珛缁熶竴鐨勯敊璇<E6958A><E79287>鐞?- [ ] 寤虹珛缁熶竴鐨勬棩蹇楃郴缁?
**浠ｇ爜缁撴瀯锛?*
```
backend/src/
鈹溾攢鈹€ platform/
鈹?  鈹溾攢鈹€ auth/           # 璁よ瘉鏈嶅姟
鈹?  鈹溾攢鈹€ permissions/    # 鏉冮檺绠＄悊
鈹?  鈹斺攢鈹€ users/          # 鐢ㄦ埛绠＄悊
鈹溾攢鈹€ common/
鈹?  鈹溾攢鈹€ llm/            # LLM缃戝叧
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/
    鈹溾攢鈹€ aia/            # AI鏅鸿兘闂<E58598>瓟
    鈹溾攢鈹€ pkb/            # 涓<>汉鐭ヨ瘑搴?    鈹斺攢鈹€ asl/            # AI鏅鸿兘鏂囩尞锛堝噯澶囷級
```

### Day 8-10锛欱usiness妯″潡閲嶆瀯

**浠诲姟锛?*
- [ ] 閲嶆瀯AIA妯″潡浠ｇ爜
- [ ] 閲嶆瀯PKB妯″潡浠ｇ爜
- [ ] 寤虹珛妯″潡闂磋皟鐢ㄨ<E990A2>鑼?- [ ] 瀹屽杽鍗曞厓娴嬭瘯

**楠屾敹鏍囧噯锛?*
- [ ] 鉁?浠ｇ爜鍒嗗眰娓呮櫚
- [ ] 鉁?妯″潡杈圭晫鏄庣‘
- [ ] 鉁?娴嬭瘯瑕嗙洊鐜?> 80%
- [ ] 鉁?鐜版湁鍔熻兘鏃犲洖褰?
---

## Week 3-4锛欰SL妯″潡寮€鍙戯紙2025-11-21 鑷?2025-12-04锛?
> **閲嶇偣锛?* 瀹屾垚AI鏅鸿兘鏂囩尞鏍稿績鍔熻兘

### Week 3 Day 1-2锛欰SL璇︾粏璁捐<E79281> 猸?姝ゆ椂鍐嶈<E98D90>璁?
**浠诲姟锛?*
- [ ] 璇︾粏璁捐<E79281>asl_schema琛ㄧ粨鏋?- [ ] 缂栧啓ASL鏁版嵁搴撹<E690B4>璁℃枃妗?- [ ] 缂栧啓ASL API璁捐<E79281>鏂囨。
- [ ] 鍒涘缓ASL琛ㄧ粨鏋?- [ ] 鏇存柊Prisma妯″瀷锛堟坊鍔燗SL妯″瀷锛?
**涓轰粈涔圵eek 3鍐嶈<E98D90>璁★紵**
- 鉁?Week 1-2鏋舵瀯宸叉惌濂斤紝鏈変簡娓呮櫚鐨勫弬鑰?- 鉁?闇€姹傜粡杩嘩eek 1-2鐨勬€濊€冩洿鍔犳槑纭?- 鉁?閬垮厤Week 1杩囧害璁捐<E79281>鍜岃繑宸?- 鉁?Just-in-time璁捐<E79281>锛屾洿楂樻晥

### Week 3 Day 3-5锛欰SL Phase 1鏍稿績鍔熻兘

**鍔熻兘1锛氭枃鐚<E69E83>」鐩<E3808D><E990A9>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<E69E83><E9909A>鍏?*
- [ ] CSV瀵煎叆
- [ ] 鎵归噺瀵煎叆
- [ ] 鏁版嵁楠岃瘉

**鍔熻兘3锛欰I鍙屾ā鍨嬬瓫閫?*
- [ ] 闆嗘垚2涓<32>ぇ妯″瀷
- [ ] 骞惰<E9AA9E>绛涢€?- [ ] 缁撴灉瀵规瘮

### Week 4锛欰SL Phase 1瀹屽杽

**鍔熻兘4锛氱瓫閫夌粨鏋滅<E98F8B>鐞?*
- [ ] 缁撴灉灞曠ず
- [ ] 浜哄伐澶嶆牳
- [ ] 瀵煎嚭鍔熻兘

**鍔熻兘5锛氭祴璇曞拰浼樺寲**
- [ ] 瀹屾暣鍔熻兘娴嬭瘯
- [ ] 鎬ц兘浼樺寲
- [ ] 鐢ㄦ埛浣撻獙浼樺寲

---

## Week 5-6锛欴C鍜孯VW妯″潡瑙勫垝锛?025-12-05 鑷?2025-12-18锛?
> **閲嶇偣锛?* 鏍规嵁ASL寮€鍙戠粡楠岋紝瑙勫垝鍚庣画妯″潡

### 鏁版嵁娓呮礂妯″潡锛圖C锛夎<E9949B>璁?
**姝ゆ椂鏍规嵁闇€姹傚啀璁捐<E79281>dc_schema锛?*
- 娓呮礂浠诲姟绠＄悊
- 瑙勫垯寮曟搸
- 娓呮礂缁撴灉

### 瀹＄ǹ绯荤粺妯″潡锛圧VW锛夎<E9949B>璁?
**姝ゆ椂鏍规嵁闇€姹傚啀璁捐<E79281>rvw_schema锛?*
- 瀹＄ǹ椤圭洰绠＄悊
- 瀹＄ǹ浠诲姟鍒嗛厤
- 瀹＄ǹ鎰忚<E98EB0>绠＄悊

**璇存槑锛?* 杩欎袱涓<E8A2B1>ā鍧楃殑璇︾粏Schema璁捐<E79281>鎺ㄨ繜鍒板紑鍙戝墠锛岄伩鍏嶇幇鍦ㄨ繃搴﹁<E690B4>璁°€?
---

## 鍚庣画瑙勫垝锛圵eek 7+锛?
### ADMIN妯″潡锛堣繍钀ョ<E99280>鐞嗭級
- 璁捐<E79281>admin_schema
- 缁勭粐绠＄悊
- 璁㈤槄绠＄悊
- 浣跨敤缁熻<E7BC81>

### SSA鍜孲T妯″潡锛堟櫤鑳界粺璁★級
- 鏍规嵁闇€姹傝<E5A7B9>璁<EFBFBD>sa_schema鍜宻t_schema
- 缁熻<E7BC81>鍒嗘瀽寮曟搸
- 鍒嗘瀽宸ュ叿闆嗘垚

---

## 馃搳 宸ヤ綔閲忔€荤粨锛堝姟瀹炵増锛?
| 闃舵<E99783> | 鍘熻<E98D98>鍒?| 鏂拌<E98F82>鍒?| 鑺傜渷 |
|------|--------|--------|------|
| Week 1 Schema杩佺Щ | 2澶╋紙5涓<35><E6B693>缁嗭級 | **1.5澶╋紙3涓<EFBFBD><EFBFBD>缁嗭級** | 鉁?0.5澶?|
| Week 1 鏂囨。琛ュ厖 | 0 | **0.5澶╋紙AIA/PKB鏂囨。锛?* | 鏂板<E98F82> |
| Prisma妯″瀷 | 5涓<35><E6B693>缁?| **3涓<33><E6B693>缁?* | 鉁?绠€鍖?|
| ASL璁捐<E79281> | Week 1 | **Week 3**锛堟帹杩燂級 | 鉁?閬垮厤杩斿伐 |
| 鎬籛eek 1宸ヤ綔閲?| 2澶?| **2澶?* | 鐩稿悓锛屼絾鏇村悎鐞?|

**鍏抽敭浼樺娍锛?*
1. 鉁?Week 1鑱氱劍鏋舵瀯鍜岃縼绉伙紝涓嶅仛鏂拌<E98F82>璁?2. 鉁?ASL璁捐<E79281>鎺ㄨ繜鍒板紑鍙戝墠锛岄渶姹傛洿鏄庣‘
3. 鉁?AIA鍜孭KB鏂囨。琛ュ厖锛屼笌ASL淇濇寔涓€鑷?4. 鉁?7涓<37>┖Schema棰勭暀锛岄殢鏃跺彲鎵╁睍
5. 鉁?闄嶄綆杩斿伐椋庨櫓锛屾彁楂樺紑鍙戞晥鐜?
---

## 馃幆 涓嬩竴姝ヨ<E5A79D>鍔?
1. **绔嬪嵆寮€濮媁eek 1 Day 1**锛氳<E9949B>鍒?0涓猄chema鏋舵瀯
2. **Day 1-2**锛氱紪鍐?涓猄chema鐨勮<E990A8>缁嗚<E7BC81>璁″拰杩佺Щ鑴氭湰
3. **Day 3**锛氭墽琛岃縼绉伙紝楠岃瘉鍔熻兘
4. **Day 4**锛氭洿鏂癙risma锛岃ˉ鍏匒IA/PKB鏁版嵁搴撴枃妗?5. **Day 5**锛氫唬鐮侀€傞厤锛岃ˉ鍏匒IA/PKB API鏂囨。锛學eek 1鎬荤粨

**璁颁綇锛氭灦鏋勯<E98F8B>鐣?+ Just-in-time璁捐<E79281> = 楂樻晥鍔″疄锛?* 猸愨瓙猸?
---

## 闄勫綍锛歐eek 1璇︾粏浜や粯鐗╂竻鍗?
**浜や粯鐗╋細**
1. 鉁?10涓猄chema鍏ㄩ儴鍒涘缓锛?璇︾粏+7绌猴級
2. 鉁?瀹屾暣鐨凷chema鏋舵瀯璁捐<E79281>鏂囨。
3. 鉁?Prisma Schema鏇存柊瀹屾垚锛?涓<><E6B693>缁哠chema妯″瀷锛?4. 鉁?鐜版湁鍔熻兘锛圓IA銆丳KB锛夎縼绉诲畬鎴愶紙7涓<37>〃锛?5. 鉁?AIA鍜孭KB瀹屾暣鏂囨。锛堟暟鎹<E69A9F>簱+API锛?6. 鉁?7涓<37>┖Schema鍒涘缓瀹屾垚锛圓SL/Common/DC/RVW/ADMIN/SSA/ST锛?
**楠屾敹鏍囧噯锛?*
- [ ] 鉁?**10涓猄chema鍏ㄩ儴鍒涘缓鎴愬姛**
- [ ] 鉁?鏁版嵁杩佺Щ100%鎴愬姛锛坧latform/aia/pkb涓変釜Schema锛?- [ ] 鉁?鐜版湁鍔熻兘姝ｅ父杩愯<E69DA9>锛圓I鏅鸿兘闂<E58598>瓟銆佺煡璇嗗簱锛?- [ ] 鉁?Prisma Client姝ｅ父宸ヤ綔锛堟敮鎸?0涓猄chema锛?- [ ] 鉁?AIA鍜孭KB鏂囨。瀹屾暣
- [ ] 鉁?7涓<37>┖Schema楠岃瘉閫氳繃锛堟灦鏋勯<E98F8B>鐣欙級

---

## 馃敡 闃舵<E99783>2锛氫唬鐮佸垎灞?+ LLM缃戝叧锛圵eek 2锛?
> **鏃堕棿锛?* 2025-11-14 鑷?2025-11-20锛?澶╋級  
> **鐩<>爣锛?* 寤虹珛涓夊眰浠ｇ爜鏋舵瀯 + 瀹炵幇LLM缃戝叧

### 鍔″疄绛栫暐锛氬彧鍋氫簯绔<E7B0AF>粺涓€绯荤粺 猸?
**鍋氫粈涔堬細**
- 鉁?涓夊眰鐩<E79CB0>綍缁撴瀯锛坧latform/common/modules锛?- 鉁?浠ｇ爜杩佺Щ鍜岄噸鏋?- 鉁?LLM缃戝叧瀹炵幇
- 鉁?妯″潡鍖朅PI璺<49>敱

**鏆備笉鍋氾細**
- 鉂?妯″潡鐙<E6BDA1>珛閮ㄧ讲閰嶇疆
- 鉂?Docker鏂囦欢
- 鉂?鐙<>珛杩愯<E69DA9>鑴氭湰

**鍘熷洜锛?* 褰撳墠閲嶇偣鏄<E581A3>簯绔<E7B0AF>郴缁熷紑鍙戯紝鐙<E7B49D>珛閮ㄧ讲鍦╓eek 7+鍐嶈€冭檻

---

### Day 6-7锛氫笁灞傜洰褰曢噸鏋?
**浠诲姟锛?*
1. 鍒涘缓涓夊眰鐩<E79CB0>綍缁撴瀯
2. 杩佺Щ鐜版湁浠ｇ爜鍒版柊缁撴瀯
3. 閲嶆瀯涓烘竻鏅扮殑鍒嗗眰

**鐩<>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缃戝叧
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?    鈹斺攢鈹€ asl/           # AI鏅鸿兘鏂囩尞锛堝噯澶囷級
```

---

### Day 8-9锛歀LM缃戝叧瀹炵幇

**鏍稿績鍔熻兘锛?*
1. **澶氭ā鍨嬫敮鎸?*
   - DeepSeek
   - OpenAI
   - Claude
   - 缁熶竴鎺ュ彛

2. **Feature Flags**
   - 妯″瀷寮€鍏?   - 鍔熻兘寮€鍏?   - 閰嶉<E996B0>绠＄悊

3. **浣跨敤璁板綍**
   - Token缁熻<E7BC81>
   - 璐圭敤璁＄畻
   - 鏃ュ織璁板綍

**浜や粯锛?*
- LLM缃戝叧鏍稿績浠ｇ爜
- 閰嶇疆鏂囦欢
- 浣跨敤鏂囨。

---

### Day 10锛歐eek 2楠屾敹

**楠屾敹鏍囧噯锛?*
- [ ] 鉁?涓夊眰浠ｇ爜鏋舵瀯娓呮櫚
- [ ] 鉁?LLM缃戝叧绋冲畾鍙<E795BE>敤
- [ ] 鉁?API璺<49>敱妯″潡鍖?- [ ] 鉁?ASL鍙<4C>互寮€濮嬪紑鍙?
---

## 馃幆 闃舵<E99783>3-4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  
> **鐩<>爣锛?* 瀹屾垚ASL Phase 1 - 鏂囩尞鍒濈瓫鍔熻兘

### Week 3 Day 1-2锛欰SL璇︾粏璁捐<E79281> 猸?
**浠诲姟锛?*
- [ ] 璇︾粏璁捐<E79281>asl_schema琛ㄧ粨鏋?- [ ] 缂栧啓ASL鏁版嵁搴撹<E690B4>璁℃枃妗?- [ ] 缂栧啓ASL API璁捐<E79281>鏂囨。
- [ ] 鍒涘缓ASL琛ㄧ粨鏋?- [ ] 鏇存柊Prisma妯″瀷

**涓轰粈涔圵eek 3鍐嶈<E98D90>璁★紵**
- Week 1-2鏋舵瀯宸叉惌濂?- 闇€姹傛洿鍔犳槑纭?- 閬垮厤杩囧害璁捐<E79281>

### Week 3 Day 3-5锛欰SL Phase 1鏍稿績鍔熻兘

**鍔熻兘1锛氭枃鐚<E69E83>」鐩<E3808D><E990A9>鐞?*
- 鍒涘缓/缂栬緫/鍒犻櫎椤圭洰
- PICO閰嶇疆
- 椤圭洰鍒楄〃

**鍔熻兘2锛氭枃鐚<E69E83><E9909A>鍏?*
- CSV瀵煎叆
- 鎵归噺瀵煎叆
- 鏁版嵁楠岃瘉

**鍔熻兘3锛欰I鍙屾ā鍨嬬瓫閫?*
- 闆嗘垚2涓<32>ぇ妯″瀷
- 骞惰<E9AA9E>绛涢€?- 缁撴灉瀵规瘮

### Week 4锛欰SL Phase 1瀹屽杽

**鍔熻兘4锛氱瓫閫夌粨鏋滅<E98F8B>鐞?*
- 缁撴灉灞曠ず
- 浜哄伐澶嶆牳
- 瀵煎嚭鍔熻兘

**鍔熻兘5锛氭祴璇曞拰浼樺寲**
- 瀹屾暣鍔熻兘娴嬭瘯
- 鎬ц兘浼樺寲
- 鐢ㄦ埛浣撻獙浼樺寲

---

## 馃搳 鍏抽敭璋冩暣鎬荤粨

**V2.1鐗堬紙3璇︾粏+7绌猴級vs V2.0鐗堬紙5璇︾粏+5绌猴級锛?*

| 椤圭洰 | V2.0 | V2.1 | 鍙樺寲 |
|------|------|------|------|
| 璇︾粏Schema | 5涓?| **3涓?* | 鉁?鑱氱劍鐜版湁 |
| 绌篠chema | 5涓?| **7涓?* | 鉁?鏇村畬鏁撮<E98F81>鐣?|
| Week 1宸ヤ綔閲?| 2澶?| **1.5澶?* | 鉁?闄嶄綆 |
| ASL璁捐<E79281>鏃舵満 | Week 1 | **Week 3** | 鉁?鎺ㄨ繜 |
| 鏂囨。琛ュ厖 | 鏃?| **AIA/PKB** | 鉁?鏂板<E98F82> |

**鏍稿績绛栫暐锛?*
1. 鉁?鑱氱劍褰撳墠锛堝彧杩佺Щ鐜版湁鏁版嵁锛?2. 鉁?鏋舵瀯棰勭暀锛?0涓<30>懡鍚嶇┖闂达級
3. 鉁?Just-in-time璁捐<E79281>锛堝紑鍙戝墠鍐嶈<E98D90>缁嗚<E7BC81>璁★級
4. 鉁?鏂囨。瀹屾暣锛堜笌ASL淇濇寔涓€鑷达級

---

## 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?Prisma妯″瀷鏇存柊锛?涓<><E6B693>缁嗭級
- [ ] 鉁?鐜版湁鍔熻兘姝ｅ父杩愯<E69DA9>
- [ ] 鉁?AIA鍜孭KB鏂囨。瀹屾暣

### Week 2鎴愬姛鏍囧噯
- [ ] 鉁?涓夊眰浠ｇ爜鏋舵瀯娓呮櫚
- [ ] 鉁?LLM缃戝叧绋冲畾鍙<E795BE>敤
- [ ] 鉁?API璺<49>敱妯″潡鍖?- [ ] 鉁?ASL鍙<4C>互寮€濮嬪紑鍙?
### Week 3-4鎴愬姛鏍囧噯
- [ ] 鉁?ASL鏍囬<E98F8D>鎽樿<E98EBD>鍒濈瓫瀹屾垚
- [ ] 鉁?ASL鍏ㄦ枃澶嶇瓫瀹屾垚
- [ ] 鉁?鐢ㄦ埛鍙<E59F9B>互瀹屾暣浣跨敤ASL鍔熻兘

---

## 馃摑 鍏充簬Monorepo鐨勫喅绛?
**鍐冲畾锛氭殏涓嶉噰鐢∕onorepo** 鉁?
**鐞嗙敱锛?*
1. 鐩<>綍鍒嗗眰宸茬粡瓒冲<E79392>娓呮櫚锛坧latform/common/modules锛?2. Monorepo宸ュ叿锛坙erna銆乶x锛夊<E9949B>鍔犲<E98D94>鏉傚害
3. 鍗曚汉寮€鍙戯紝鏀剁泭涓嶆槑鏄?4. 绛夋湭鏉ョ湡姝ｉ渶瑕佺嫭绔嬮儴缃叉椂鍐嶈€冭檻

---

**鍒跺畾浜猴細** AI鍔╂墜  
**鐗堟湰锛?* V2.1锛?璇︾粏+7绌?- 鍔″疄鐗堬級  
**鏈€鍚庢洿鏂帮細** 2025-11-09  
**鏍稿績璋冩暣锛?* 
- 鉁?3涓猄chema璇︾粏杩佺Щ锛圥latform/AIA/PKB锛?- 鉁?7涓<37>┖Schema棰勭暀锛圓SL/Common/DC/RVW/ADMIN/SSA/ST锛?- 鉁?ASL璁捐<E79281>鎺ㄨ繜鍒癢eek 3
- 鉁?琛ュ厖AIA/PKB瀹屾暣鏂囨。
- 鉁?鏋舵瀯棰勭暀 + Just-in-time璁捐<E79281> = 楂樻晥鍔″疄 猸?