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

20 KiB

Raw Blame History

<EFBFBD><EFBFBD> <20>輸<EFBFBD>鈭騌AE<41>函蔡摰<E894A1><E691B0><EFBFBD><EFBFBD><EFBFBD>嚗<EFBFBD>漣<EFBFBD><E6BCA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗?

*<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗? v1.0
*<EFBFBD>𥕦遣<EFBFBD>交<EFBFBD>嚗? 2025-12-11
*<EFBFBD><EFBFBD>鍂鈭箇黎嚗? <20>𣳇<EFBFBD>蝵脩<E89DB5>撉𣬚<E69289>鈭批<E988AD>蝏讐<E89D8F><E8AE90><EFBFBD>★<EFBFBD>株<EFBFBD>韐<EFBFBD>犖
*憸<EFBFBD>恣<EFBFBD>園𡢿嚗? 2-3撠𤩺𧒄嚗<F0A79284><E59A97><EFBFBD>怎<EFBFBD>敺<EFBFBD>𧒄<EFBFBD>湛<EFBFBD>
*<EFBFBD>曉漲蝑厩漣嚗? 潃鐥<E6BD83> 蝞<><E89D9E>𤏪<EFBFBD>靽嘥<E99DBD>蝥扳<E89DA5>蝔页<E89D94>

<EFBFBD><EFBFBD> <20>桀<EFBFBD>

<EFBFBD>滨蔭<EFBFBD><EFBFBD><EFBFBD>
<EFBFBD><EFBFBD>銝漤<EFBFBD>閬<EFBFBD>揚銋訌edis
蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Docker<EFBFBD>𨅯<EFBFBD>
[蝚砌<E89D9A>甇伐<E79487><E4BC90>滨蔭<E6BBA8>輸<EFBFBD>鈭烐<E988AD><E78390>（(#蝚砌<E89D9A>甇仿<E79487>蝵桅燵<E6A185>䔶<EFBFBD><E494B6>滚𦛚)
蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD>函蔡<EFBFBD>訕AE
[蝚砍<E89D9A>甇伐<E79487><E4BC90>函蔡<E587BD>滨垢](#蝚砍<E89D9A>甇仿<E79487>蝵脣<E89DB5>蝡?
[蝚砌<E89D9A>甇伐<E79487>撉諹<E69289><E8ABB9>函蔡](#蝚砌<E89D9A>甇仿<E79487>霂<EFBFBD><E99C82>蝵?
撣貉<EFBFBD><EFBFBD>桅<EFBFBD>閫<EFBFBD><EFBFBD>

<EFBFBD>滨蔭<EFBFBD><EFBFBD><EFBFBD>

<EFBFBD>?<3F>典歇蝏讛揚銋啁<E98A8B><E59581>滚𦛚

<EFBFBD>滚𦛚	<EFBFBD>嗆<EFBFBD>?	霂湔<EFBFBD>
<EFBFBD>輸<EFBFBD>鈭騌AE	<EFBFBD>?撌脰揚銋?	Serverless摨𠉛鍂撘閙<EFBFBD>
鈭烐㺭<EFBFBD>桀<EFBFBD>RDS PostgreSQL	<EFBFBD>?撌脰揚銋?	<EFBFBD>唳旿摨𤘪<EFBFBD><EFBFBD>?
撖寡情摮睃<EFBFBD>OSS	<EFBFBD>?撌脰揚銋?	<EFBFBD><EFBFBD>辣摮睃<EFBFBD><EFBFBD>滚𦛚

<EFBFBD>凃 <20>券<EFBFBD>閬<EFBFBD><E996AC>鋆<EFBFBD><E98B86>撌亙<E6928C>

Docker Desktop
- 銝贝蝸<EFBFBD>啣<EFBFBD>嚗冴ttps://www.docker.com/products/docker-desktop/
- Windows蝟餌<EFBFBD><EFBFBD>㗇𥋘 "Docker Desktop for Windows"
- 摰㕑<EFBFBD><EFBFBD>𡡞<EFBFBD><EFBFBD>舐㩞<EFBFBD>?
<EFBFBD>輸<EFBFBD>鈭飈LI嚗<EFBFBD>虾<EFBFBD>㚁<EFBFBD>
- 憒<EFBFBD><EFBFBD>銝齿<EFBFBD><EFBFBD>典𦶢隞方<EFBFBD>嚗<EFBFBD>虾隞亙<EFBFBD>蝔衤蝙<EFBFBD>券燵<EFBFBD>䔶<EFBFBD><EFBFBD>批<EFBFBD><EFBFBD>啁<EFBFBD>憿菜<EFBFBD>雿?

<EFBFBD><EFBFBD>銝漤<EFBFBD>閬<EFBFBD>揚銋訌edis嚗?

<EFBFBD><EFBFBD> 蝑娍<E89D91>嚗?<EFBFBD>脲<EFBFBD>銝漤<EFBFBD>閬<EFBFBD><EFBFBD><EFBFBD>芣䔉<EFBFBD>航<EFBFBD><EFBFBD><EFBFBD>閬?

<EFBFBD>箸艶	<EFBFBD>臬炏<EFBFBD><EFBFBD>閬<EFBFBD>edis	霂湔<EFBFBD>
*撘<EFBFBD><EFBFBD>烐<EFBFBD>霂閧㴓憓?	<EFBFBD>?銝漤<E98A9D>閬?	雿輻鍂<EFBFBD><EFBFBD><EFBFBD>蝻枏<EFBFBD><EFBFBD>喳虾
*<EFBFBD>脲<EFBFBD><EFBFBD>冽<EFBFBD><100鈭?	<EFBFBD>?銝漤<E98A9D>閬?	雿輻鍂<EFBFBD><EFBFBD><EFBFBD>蝻枏<EFBFBD>頞喳<EFBFBD>
*銝剜<EFBFBD><EFBFBD>冽<EFBFBD>100-1000鈭?	<EFBFBD>𩤃<EFBFBD> 撱箄悅韐凋僭	<EFBFBD>𣂼<EFBFBD><EFBFBD>扯<EFBFBD>嚗𡐿?00/<2F>?
*<EFBFBD>鞟<EFBFBD><EFBFBD>毺鍂<EFBFBD>?1000鈭?	<EFBFBD>?敹<>◆韐凋僭	敹<EFBFBD>◆雿輻鍂Redis

<EFBFBD>㴓 <20>𤑳<EFBFBD>撱箄悅

<EFBFBD>啣銁<EFBFBD>𥕦遣撘<EFBFBD><EFBFBD>烐<EFBFBD>霂閧㴓憓<EFBFBD><EFBFBD>銝滩<EFBFBD>韐凋僭Redis

<EFBFBD>笔<EFBFBD>嚗?

<EFBFBD>?<3F>函<EFBFBD>隞<EFBFBD><E99A9E>撌脩<E6928C><E884A9>舀<EFBFBD> CACHE_TYPE=memory嚗<EFBFBD><EFBFBD>摮条<EFBFBD>摮矋<EFBFBD>
<EFBFBD>?撘<><E69298>烐<EFBFBD>霂閖𧫴畾蛛<E795BE><E89B9B><EFBFBD><EFBFBD>蝻枏<E89DBB>摰<EFBFBD><E691B0>憭毺鍂
<EFBFBD>?蝑厩<E89D91>甇<EFBFBD><E79487>蝥踹<E89DA5>嚗峕覔<E5B395>桀<EFBFBD><E6A180><EFBFBD><EFBFBD><EFBFBD>萄<EFBFBD><E89084>喳<EFBFBD>
<EFBFBD>?<3F><><EFBFBD><EFBFBD>鞉𧋦嚗<F0A78BA6><E59A97><EFBFBD>毺<EFBFBD>瞼200/<2F><><EFBFBD>

*<EFBFBD>臬<EFBFBD><EFBFBD>㗛<EFBFBD><EFBFBD>滨蔭嚗?

# 銝滢蝙<E6BBA2>沖edis
CACHE_TYPE=memory

# <20>芣䔉<E88AA3><E49489>閬<EFBFBD>𧒄嚗<F0A79284>蘨<EFBFBD><E898A8><EFBFBD>嫣蛹嚗?
CACHE_TYPE=redis
REDIS_HOST=r-xxxx.redis.rds.aliyuncs.com
REDIS_PASSWORD=your_password

蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Docker<EFBFBD>𨅯<EFBFBD>

<EFBFBD>𣑐 1.1 <20>𥕦遣Dockerfile<6C><65>辣

<EFBFBD>?AIclinicalresearch/backend/ <20>桀<EFBFBD>銝见<E98A9D>撱箸<E692B1>隞?Dockerfile嚗<EFBFBD><EFBFBD><EFBFBD>靝<EFBFBD>摮睃銁嚗㚁<EFBFBD>

# ==================== <20><>遣<EFBFBD>嗆挾 ====================
FROM node:22-alpine AS builder

WORKDIR /app

# 憭滚<E686AD>靘肽<E99D98><E882BD><EFBFBD>辣
COPY package*.json ./
COPY prisma ./prisma/

# 摰㕑<E691B0>靘肽<E99D98>嚗ěpm ci 瘥?npm install <20>渡迅摰𡄯<E691B0>
RUN npm ci

# 憭滚<E686AD>皞𣂷誨<F0A382B7>?
COPY . .

# <20><><EFBFBD> Prisma Client
RUN npx prisma generate

# <20><>遣 TypeScript <20>?JavaScript
RUN npm run build

# ==================== 餈鞱<E9A488><E99EB1>嗆挾嚗<E68CBE>移蝞<E7A7BB><E89D9E>𨅯<EFBFBD>嚗?===================
FROM node:22-alpine

WORKDIR /app

# 憭滚<E686AD>靘肽<E99D98><E882BD><EFBFBD>辣
COPY package*.json ./
COPY prisma ./prisma/

# <20>芸<EFBFBD>鋆<EFBFBD><E98B86>鈭找<E988AD>韏吔<E99F8F>雿梶妖<E6A2B6>游<EFBFBD>嚗?
RUN npm ci --only=production

# <20><><EFBFBD> Prisma Client
RUN npx prisma generate

# 隞擧<E99A9E>撱粹𧫴畾萄<E795BE><E89084>嗥<EFBFBD>霂穃<E99C82><E7A983><EFBFBD>誨<EFBFBD>?
COPY --from=builder /app/dist ./dist

# 憭滚<E686AD><E6BB9A>滨蔭<E6BBA8><E894AD>辣
COPY prompts ./prompts
COPY config ./config

# <20>𥕦遣<F0A595A6>𡇙oot<6F>冽<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>剁<EFBFBD>
RUN addgroup -g 1001 -S nodejs && \
    adduser -S nodejs -u 1001
USER nodejs

# <20>湧蠧蝡臬藁
EXPOSE 3001

# <20>亙熒璉<E78692><E79289>伐<EFBFBD>SAE<41><45>閬<EFBFBD><E996AC>
HEALTHCHECK --interval=30s --timeout=3s --start-period=40s --retries=3 \
  CMD node -e "require('http').get('http://localhost:3001/health', (r) => {process.exit(r.statusCode === 200 ? 0 : 1)})"

# <20>臬𢆡摨𠉛鍂
CMD ["node", "dist/index.js"]

<EFBFBD>𣑐 1.2 <20>𥕦遣 .dockerignore <20><>辣

<EFBFBD>?backend/ <20>桀<EFBFBD>銝见<E98A9D>撱?.dockerignore嚗?

node_modules
dist
npm-debug.log
.env
.env.*
uploads
*.md
.git
.gitignore
tests

<EFBFBD>𣑐 1.3 <20><>遣Docker<65>𨅯<EFBFBD>

*<EFBFBD>枏<EFBFBD>PowerShell嚗<EFBFBD>恣<EFBFBD><EFBFBD><EFBFBD>璅∪<EFBFBD>嚗㚁<EFBFBD>餈𥕦<EFBFBD>backend<EFBFBD>桀<EFBFBD>嚗?

# 餈𥕦<E9A488><F0A595A6>𡒊垢<F0A1928A>桀<EFBFBD>
cd D:\MyCursor\AIclinicalresearch\backend

# <20><>遣<EFBFBD>𨅯<EFBFBD>嚗<EFBFBD><E59A97>銝<EFBFBD>甇仿<E79487>閬?-10<31><30><EFBFBD>嚗?
docker build -t aiclinical-backend:dev .

# <20>亦<EFBFBD><E4BAA6>𨅯<EFBFBD><F0A885AF>臬炏<E887AC><E7828F>遣<EFBFBD>𣂼<EFBFBD>
docker images | Select-String "aiclinical-backend"

*憸<EFBFBD><EFBFBD>颲枏枂嚗?

aiclinical-backend   dev    xxxx   2 minutes ago   xxx MB

蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD>滨蔭<EFBFBD>輸<EFBFBD>鈭烐<EFBFBD><EFBFBD>?

<EFBFBD><EFBFBD>儭?2.1 <20>滨蔭RDS<44>唳旿摨?

Step 1: <20>餃<EFBFBD><E9A483>輸<EFBFBD>鈭烐綉<E78390>嗅蝱

<EFBFBD>枏<EFBFBD>瘚讛<EFBFBD><EFBFBD>剁<EFBFBD>霈輸䔮 https://www.aliyun.com
<EFBFBD>孵稬<EFBFBD>喃<EFBFBD>閫鉝<EFBFBD>𣬚蒈敶𨰻<EFBFBD>?
<EFBFBD>㗇𥋘<EFBFBD>䔶<EFBFBD><EFBFBD>唳旿摨?RDS<44>?

Step 2: <20>滨蔭<E6BBA8>賢<EFBFBD><E8B3A2>?

<EFBFBD>孵稬<EFBFBD>函<EFBFBD>RDS摰硺<EFBFBD>
撌虫儒<EFBFBD>𨅯<EFBFBD> <20>?<3F>峕㺭<E5B395>桀<EFBFBD><E6A180>冽<EFBFBD>扼<EFBFBD>?<3F>?<3F>𣬚蒾<F0A3AC9A>滚<EFBFBD>霈曄蔭<E69B84>?
<EFBFBD>孵稬<EFBFBD>峕溶<EFBFBD>删蒾<EFBFBD>滚<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
- <EFBFBD><EFBFBD><EFBFBD><EFBFBD>滨妍嚗䫤SAE摨𠉛鍂`
- <EFBFBD>賢<EFBFBD><EFBFBD>𣗏P嚗𡁜<EFBFBD>憛?0.0.0.0/0嚗<EFBFBD><EFBFBD>霈豢<EFBFBD><EFBFBD>㚁<EFBFBD>瘚贝<EFBFBD><EFBFBD>剁<EFBFBD>
- <EFBFBD>𩤃<EFBFBD> 甇<><E79487>銝羓瑪<E7BE93>舘<EFBFBD><E88898>嫣蛹SAE<41><45>PC蝵烐挾

Step 3: <20>𥕦遣<F0A595A6>唳旿摨枏<E691A8><E69E8F>冽<EFBFBD>

撌虫儒<EFBFBD>𨅯<EFBFBD> <20>?<3F>峕㺭<E5B395>桀<EFBFBD>蝞∠<E89D9E><E288A0>?
<EFBFBD>孵稬<EFBFBD><EFBFBD><EFBFBD>撱箸㺭<EFBFBD>桀<EFBFBD><EFBFBD>?
- <EFBFBD>唳旿摨枏<EFBFBD>蝘堆<EFBFBD>aiclinical_dev
- 摮㛖泵<EFBFBD><EFBFBD><EFBFBD>UTF8
- <EFBFBD>孵稬<EFBFBD>𣬚＆摰𠾼<EFBFBD>?
撌虫儒<EFBFBD>𨅯<EFBFBD> <20>?<3F>諹揭<E8ABB9>瑞恣<E7919E><E681A3><EFBFBD>?
<EFBFBD>孵稬<EFBFBD><EFBFBD><EFBFBD>撱箄揭<EFBFBD>瑯<EFBFBD>?
- 韐血噡<EFBFBD>滨妍嚗䫤aiclinical`
- 韐血噡蝐餃<EFBFBD>嚗𡁏芦<EFBFBD>朞揭<EFBFBD>?
- 撖<EFBFBD><EFBFBD>嚗朞挽蝵桐<EFBFBD>銝芸撩撖<EFBFBD><EFBFBD>嚗<EFBFBD>扇雿誩<EFBFBD>嚗<EFBFBD><EFBFBD>
- <EFBFBD><EFBFBD><EFBFBD><EFBFBD>唳旿摨橒<EFBFBD><EFBFBD>㗇𥋘 aiclinical_dev嚗峕<EFBFBD><EFBFBD>僐<EFBFBD>諹粉<EFBFBD>踺<EFBFBD>?
- <EFBFBD>孵稬<EFBFBD>𣬚＆摰𠾼<EFBFBD>?

Step 4: <20>瑕<EFBFBD>餈墧𦻖<E5A2A7>啣<EFBFBD>

<EFBFBD>孵稬摰硺<EFBFBD><EFBFBD><EFBFBD>抅<EFBFBD>砌縑<EFBFBD>胯<EFBFBD>漤△<EFBFBD>?
<EFBFBD>曉<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝵穃𧑐<EFBFBD><EFBFBD><EFBFBD>㵪<EFBFBD>蝐颱撮嚗䫤rm-xxxx.mysql.rds.aliyuncs.com`嚗?
**憭滚<E686AD>撟嗡<E6929F>摮䁅<E691AE>銝芸𧑐<E88AB8><F0A79190>**嚗<><E59A97><EFBFBD>Ｖ<EFBFBD><EFBCB6>典<EFBFBD>嚗?

<EFBFBD>𣑐 2.2 <20>滨蔭OSS撖寡情摮睃<E691AE>

Step 1: <20>𥕦遣Bucket

<EFBFBD>輸<EFBFBD>鈭烐綉<EFBFBD>嗅蝱 <20>?<3F><>笆鞊∪<E99E8A><E288AA>汰SS<53>?
<EFBFBD>孵稬<EFBFBD>𩱳ucket<EFBFBD>𡑒”<EFBFBD>?<3F>?<3F><><EFBFBD>撱慷ucket<65>?
- Bucket<EFBFBD>滨妍嚗䫤aiclinical-dev`嚗<><E59A97><EFBFBD>坔<EFBFBD>瘥?<3F>啣<EFBFBD>+璅芣<E79285>嚗?
- <EFBFBD>箏<EFBFBD>嚗𡁻<EFBFBD>㗇𥋘銝竃DS<EFBFBD>詨<EFBFBD><EFBFBD><EFBFBD>躹<EFBFBD><EFBFBD><EFBFBD>憒<EFBFBD><EFBFBD><EFBFBD>𦒘<EFBFBD>1嚗?
- 摮睃<EFBFBD>蝐餃<EFBFBD>嚗𠾼<EFBFBD>峕<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>具<EFBFBD>?
- 霂餃<EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗𠾼<EFBFBD>𣬚<EFBFBD><EFBFBD>剹<EFBFBD>?
- <EFBFBD>嗡<EFBFBD><EFBFBD>厰★暺䁅恕
- <EFBFBD>孵稬<EFBFBD>𣬚＆摰𠾼<EFBFBD>?

Step 2: <20>𥕦遣RAM<41>冽<EFBFBD>嚗<EFBFBD>鍂鈭垾PI霈輸䔮嚗?

<EFBFBD>輸<EFBFBD>鈭烐綉<EFBFBD>嗅蝱 <20>?<3F>諹挪<E8ABB9>格綉<E6A0BC>買AM<41>?
撌虫儒<EFBFBD>𨅯<EFBFBD> <20>?<3F>𣬚鍂<F0A3AC9A>瑯<EFBFBD>?<3F>?<3F><><EFBFBD>撱箇鍂<E7AE87>瑯<EFBFBD>?
- <EFBFBD>餃<EFBFBD><EFBFBD>滨妍嚗䫤aiclinical-oss`
- 霈輸䔮<EFBFBD>孵<EFBFBD>嚗𡁜㗲<EFBFBD>剹<EFBFBD>𣬚<EFBFBD>蝔贝挪<EFBFBD>柴<EFBFBD>?
- <EFBFBD>孵稬<EFBFBD>𣬚＆摰𠾼<EFBFBD>?

<EFBFBD>𥕦遣<EFBFBD>𣂼<EFBFBD><EFBFBD>𠬍<EFBFBD>蝡见朖靽嘥<EFBFBD><EFBFBD>曄內<EFBFBD><EFBFBD>ccessKey嚗?

AccessKeyId: LTAI5t...嚗<><E59A97><EFBFBD>嗡<EFBFBD>摮矋<E691AE>
AccessKeySecret: xxxxxx嚗<78><E59A97><EFBFBD>嗡<EFBFBD>摮矋<E691AE><E79F8B>芣遬蝷箔<E89DB7>甈∴<E79488>嚗?

蝏嗵鍂<EFBFBD>瑟<EFBFBD><EFBFBD><EFBFBD><EFBFBD>
- <EFBFBD>孵稬<EFBFBD>冽<EFBFBD><EFBFBD>滨妍 <20>?<3F>峕<EFBFBD><E5B395>鞟恣<E99E9F><E681A3><EFBFBD>?<3F>?<3F>峕溶<E5B395>䭾<EFBFBD><E4ADBE>僐<EFBFBD>?
- <EFBFBD>㗇𥋘<EFBFBD><EFBFBD><EFBFBD>嚗䫤AliyunOSSFullAccess`
- <EFBFBD>孵稬<EFBFBD>𣬚＆摰𠾼<EFBFBD>?

<EFBFBD>閦 2.3 <20>滨蔭摰孵膥<E5ADB5>𨅯<EFBFBD><F0A885AF>滚𦛚嚗㇁CR嚗?

Step 1: 撘<><E69298>𡁏<EFBFBD><F0A1818F>?

<EFBFBD>輸<EFBFBD>鈭烐綉<EFBFBD>嗅蝱 <20>?<3F><>捆<EFBFBD>券<EFBFBD><E588B8>𤩺<EFBFBD><F0A4A9BA>～<EFBFBD>?
憒<EFBFBD><EFBFBD><EFBFBD>鞟內撘<EFBFBD><EFBFBD>𡄯<EFBFBD><EFBFBD>孵稬<EFBFBD>𣬚<EFBFBD><EFBFBD>喳<EFBFBD><EFBFBD>𠾼<EFBFBD>㵪<EFBFBD><EFBFBD>滩晶嚗?

Step 2: <20>𥕦遣<F0A595A6>賢<EFBFBD>蝛粹𡢿

撌虫儒<EFBFBD>𨅯<EFBFBD> <20>?<3F>屸<EFBFBD>霈文<E99C88>靘卝<E99D98>?<3F>?<3F><>𦶢<EFBFBD>滨征<E6BBA8>氬<EFBFBD>?
<EFBFBD>孵稬<EFBFBD><EFBFBD><EFBFBD>撱箏𦶢<EFBFBD>滨征<EFBFBD>氬<EFBFBD>?
- <EFBFBD>賢<EFBFBD>蝛粹𡢿嚗䫤aiclinical`
- <EFBFBD>孵稬<EFBFBD>𣬚＆摰𠾼<EFBFBD>?

Step 3: <20>𥕦遣<F0A595A6>𨅯<EFBFBD>隞枏<E99A9E>

撌虫儒<EFBFBD>𨅯<EFBFBD> <20>?<3F>屸<EFBFBD><E5B1B8>譍<EFBFBD>摨瓐<E691A8>?<3F>?<3F><><EFBFBD>撱粹<E692B1><E7B2B9>譍<EFBFBD>摨瓐<E691A8>?
- 隞枏<EFBFBD><EFBFBD>滨妍嚗䫤backend-dev`
- <EFBFBD>賢<EFBFBD>蝛粹𡢿嚗𡁻<EFBFBD>㗇𥋘 aiclinical
- <EFBFBD>䁅<EFBFBD>嚗䫤AI銝游<EFBFBD><EFBFBD>𠉛弦撟喳蝱<EFBFBD>𡒊垢-撘<><E69298>𤑳㴓憓<E3B493>
- 隞枏<EFBFBD>蝐餃<EFBFBD>嚗𠾼<EFBFBD>𣬚<EFBFBD><EFBFBD>剹<EFBFBD>?
- 隞<EFBFBD><EFBFBD>皞琜<EFBFBD><EFBFBD>峕𧋦<EFBFBD>唬<EFBFBD>摨瓐<EFBFBD>?
- <EFBFBD>孵稬<EFBFBD>䔶<EFBFBD>銝<EFBFBD>甇乓<EFBFBD>𨧀<EFBFBD><EFBFBD><EFBFBD><EFBFBD>撱箝<EFBFBD>?

Step 4: <20>瑕<EFBFBD><E79195>餃<EFBFBD>撖<EFBFBD><E69296>

<EFBFBD>喃<EFBFBD>閫垍<EFBFBD><EFBFBD>餌鍂<EFBFBD>瑕仍<EFBFBD>?<3F>?<3F>淾ccessKey蝞∠<E89D9E><E288A0>?
<EFBFBD>𤥁<EFBFBD><EFBFBD><EFBFBD>摰孵膥<EFBFBD>𨅯<EFBFBD><EFBFBD>滚𦛚 <20>?<3F>喃<EFBFBD>閫鉝<E996AB>諹挽蝵株挪<E6A0AA>桀鐯霂<E990AF><E99C82>?
霈曄蔭<EFBFBD>𨅯<EFBFBD>隞枏<EFBFBD><EFBFBD>餃<EFBFBD>撖<EFBFBD><EFBFBD>嚗<EFBFBD>扇雿誩<EFBFBD>嚗<EFBFBD><EFBFBD>

<EFBFBD>㨩 2.4 <20>券<EFBFBD><E588B8><EFBFBD><EFBFBD>誩<EFBFBD><E8AAA9>輸<EFBFBD>鈭?

<EFBFBD>枏<EFBFBD>PowerShell嚗峕<EFBFBD>銵䔶誑銝见𦶢隞歹<EFBFBD>

# 1. <20>餃<EFBFBD><E9A483>輸<EFBFBD>鈭穃捆<E7A983>券<EFBFBD><E588B8>𤩺<EFBFBD><F0A4A9BA>?
# <20>踵揢<雿删<E99BBF><E588A0>輸<EFBFBD>鈭𤏸揭<F0A48FB8>?銝箔<E98A9D><E7AE94><EFBFBD>燵<EFBFBD>䔶<EFBFBD><E494B6>餃<EFBFBD><E9A483>桃拳<E6A183>𣇉鍂<F0A38789>瑕<EFBFBD>
docker login --username=<雿删<EFBFBD><EFBFBD>輸<EFBFBD>鈭𤏸揭<EFBFBD>? registry.cn-hangzhou.aliyuncs.com

# 颲枏<E9A2B2>撖<EFBFBD><E69296>嚗<EFBFBD>停<EFBFBD>臬<EFBFBD><E887AC>滩挽蝵桃<E89DB5><E6A183>𨅯<EFBFBD>隞枏<E99A9E><E69E8F>餃<EFBFBD>撖<EFBFBD><E69296>嚗?

# 2. 蝏䠷<E89D8F><E4A0B7>𤩺<EFBFBD><F0A4A9BA><EFBFBD>倌
# <20>踵揢 <雿删<E99BBF><E588A0>賢<EFBFBD>蝛粹𡢿> 銝?aiclinical
docker tag aiclinical-backend:dev `
  registry.cn-hangzhou.aliyuncs.com/aiclinical/backend-dev:v1.0.0

# 3. <20>券<EFBFBD><E588B8><EFBFBD><EFBFBD>輸<EFBFBD>鈭𡢅<E988AD><F0A1A285><EFBFBD>閬?-5<><35><EFBFBD>嚗?
docker push registry.cn-hangzhou.aliyuncs.com/aiclinical/backend-dev:v1.0.0

<EFBFBD>券<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>敹梹<EFBFBD>

v1.0.0: digest: sha256:xxxx size: xxxx

蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD>函蔡<EFBFBD>訕AE

<EFBFBD><EFBFBD> 3.1 <20>𥕦遣SAE摨𠉛鍂

Step 1: 餈𥕦<E9A488>SAE<41>批<EFBFBD><E689B9>?

<EFBFBD>輸<EFBFBD>鈭烐綉<EFBFBD>嗅蝱 <20>?<3F>玺erverless摨𠉛鍂撘閙<E69298>SAE<41>?
<EFBFBD>㗇𥋘<EFBFBD>箏<EFBFBD>嚗<EFBFBD><EFBFBD>RDS<EFBFBD><EFBFBD>SS<EFBFBD>詨<EFBFBD>嚗?

Step 2: <20>𥕦遣摨𠉛鍂

<EFBFBD>孵稬<EFBFBD><EFBFBD><EFBFBD>撱箏<EFBFBD><EFBFBD>具<EFBFBD>?
**<2A>箸𧋦靽⊥<E99DBD>**嚗?
- 摨𠉛鍂<EFBFBD>滨妍嚗䫤aiclinical-backend-dev`
- <EFBFBD>賢<EFBFBD>蝛粹𡢿嚗𡁻<EFBFBD>霈?
- VPC嚗𡁻<EFBFBD>㗇𥋘銝竃DS<EFBFBD>詨<EFBFBD><EFBFBD><EFBFBD>PC
- vSwitch嚗帋遙<EFBFBD>誯<EFBFBD>㗇𥋘銝<EFBFBD>銝?
摨𠉛鍂<EFBFBD>函蔡<EFBFBD>滨蔭嚗?
- 摨𠉛鍂<EFBFBD>函蔡<EFBFBD>孵<EFBFBD>嚗𠾼<EFBFBD>屸<EFBFBD><EFBFBD>譌<EFBFBD>?
- <EFBFBD>𨅯<EFBFBD><EFBFBD>交<EFBFBD>嚗𠾼<EFBFBD><EFBFBD>捆<EFBFBD>券<EFBFBD><EFBFBD>𤩺<EFBFBD><EFBFBD>∩<EFBFBD>銝𡁶<EFBFBD>摰硺<EFBFBD><EFBFBD>?
- <EFBFBD>𨅯<EFBFBD>嚗𡁻<EFBFBD>㗇𥋘<EFBFBD>𡁏<EFBFBD><EFBFBD>券<EFBFBD><EFBFBD><EFBFBD> registry.cn-hangzhou.aliyuncs.com/aiclinical/backend-dev:v1.0.0
- <EFBFBD>𨅯<EFBFBD><EFBFBD><EFBFBD>𧋦嚗䫤v1.0.0`
摰硺<EFBFBD>閫<EFBFBD>聢嚗?
- 摰硺<EFBFBD>閫<EFBFBD>聢嚗䫤1<EFBFBD>?GB`
- 摰硺<EFBFBD><EFBFBD>堆<EFBFBD>1銝迎<EFBFBD><EFBFBD>箏<EFBFBD>嚗?
蝵𤑳<EFBFBD><EFBFBD>滨蔭嚗?
- <EFBFBD>暸<EFBFBD>剹<EFBFBD><EFBFBD><EFBFBD>蝵𤏸挪<EFBFBD>柴<EFBFBD>?
- 蝡臬藁嚗䫤3001`
<EFBFBD>孵稬<EFBFBD>䔶<EFBFBD>銝<EFBFBD>甇乓<EFBFBD>?

<EFBFBD>辷<EFBFBD> 3.2 <20>滨蔭<E6BBA8>臬<EFBFBD><E887AC>㗛<EFBFBD>

<EFBFBD>具<EFBFBD>屸<EFBFBD>蝥扯挽蝵柴<EFBFBD>漤△<EFBFBD>ｇ<EFBFBD><EFBFBD>曉<EFBFBD><EFBFBD>𣬚㴓憓<EFBFBD><EFBFBD><EFBFBD>譌<EFBFBD>㵪<EFBFBD>

# ========== <20>箇<EFBFBD><E7AE87>滨蔭 ==========
NODE_ENV=development
PORT=3001
SERVICE_NAME=aiclinical-backend-dev
LOG_LEVEL=debug

# ========== <20>唳旿摨㯄<E691A8>蝵?==========
# <20>踵揢銝箸<E98A9D><E7AEB8><EFBFBD>DS<44>啣<EFBFBD>
DATABASE_URL=postgresql://aiclinical:雿删<E99BBF>撖<EFBFBD><E69296>@rm-xxxx.mysql.rds.aliyuncs.com:5432/aiclinical_dev

# ========== 摮睃<E691AE><E79D83>滨蔭 ==========
STORAGE_TYPE=oss
OSS_REGION=oss-cn-hangzhou
OSS_BUCKET=aiclinical-dev
OSS_ACCESS_KEY_ID=雿删<EFBFBD>AccessKeyId
OSS_ACCESS_KEY_SECRET=雿删<EFBFBD>AccessKeySecret

# ========== 蝻枏<E89DBB><E69E8F>滨蔭嚗<E894AD><E59A97>雿輻鍂Redis嚗?=========
CACHE_TYPE=memory
QUEUE_TYPE=memory

# ========== LLM<4C>滨蔭 ==========
DEEPSEEK_API_KEY=雿删<EFBFBD>DeepSeek API Key
DEEPSEEK_BASE_URL=https://api.deepseek.com

DASHSCOPE_API_KEY=雿删<EFBFBD><EFBFBD>帋<EFBFBD><EFBFBD><EFBFBD>䔮 API Key

CLOSEAI_API_KEY=雿删<EFBFBD>CloseAI API Key
CLOSEAI_OPENAI_BASE_URL=https://api.openai-proxy.org/v1
CLOSEAI_CLAUDE_BASE_URL=https://api.openai-proxy.org/anthropic

# ========== Dify<66>滨蔭嚗<E894AD><E59A97><EFBFBD>靝蝙<E99D9D>剁<EFBFBD>==========
DIFY_API_KEY=雿删<EFBFBD>Dify API Key
DIFY_API_URL=https://api.dify.ai/v1

# ========== 摰匧<E691B0><E58CA7>滨蔭 ==========
JWT_SECRET=霂瑞<EFBFBD><EFBFBD>𣂷<EFBFBD>銝芷<EFBFBD><EFBFBD>箏<EFBFBD>蝚虫葡嚗<EFBFBD>秐撠?2雿㵪<E99BBF>
CORS_ORIGIN=*

# ========== Python敺格<E695BA><E6A0BC>⊿<EFBFBD>蝵?==========
# <20><>𧒄<EFBFBD><F0A79284>鍂<EFBFBD>祉<EFBFBD><E7A589>啣<EFBFBD>嚗<EFBFBD><E59A97>蝏剜㺿銝搴AE<41><45><EFBFBD>
EXTRACTION_SERVICE_URL=http://雿删<E99BBF>Python<6F>滚𦛚<E6BB9A>啣<EFBFBD>:8000

*<EFBFBD>𩤃<EFBFBD> <20>滩<EFBFBD><E6BBA9>鞟內嚗?

<EFBFBD>踵揢<EFBFBD><EFBFBD><EFBFBD>?雿删<EFBFBD>XXX 銝箇<E98A9D>摰䂿<E691B0><E482BF>?
JWT_SECRET <20>臭誑<E887AD>典銁蝥踹極<E8B8B9>瑞<EFBFBD><E7919E>琜<EFBFBD>https://www.random.org/strings/
<EFBFBD>臬<EFBFBD><EFBFBD>㗛<EFBFBD>霈曄蔭<EFBFBD>躰秤<EFBFBD>舫<EFBFBD>蝵脣仃韐亦<EFBFBD>銝餉<EFBFBD><EFBFBD>笔<EFBFBD>嚗?

<EFBFBD>?3.3 <20>滨蔭<E6BBA8>亙熒璉<E78692><E79289>?

璉<EFBFBD><EFBFBD>交䲮撘? HTTP
璉<EFBFBD><EFBFBD>亥楝敺? /health
蝡臬藁: 3001
<EFBFBD>嘥<EFBFBD>撱嗉<EFBFBD>: 30蝘?
璉<EFBFBD><EFBFBD>仿𡢿<EFBFBD>? 10蝘?
頞<EFBFBD>𧒄<EFBFBD>園𡢿: 3蝘?
銝滚<EFBFBD>摨琿<EFBFBD><EFBFBD>? 3甈?
<EFBFBD>亙熒<EFBFBD><EFBFBD><EFBFBD>? 2甈?

<EFBFBD>孵稬<EFBFBD><EFBFBD><EFBFBD>撱箏<EFBFBD><EFBFBD>具<EFBFBD>㵪<EFBFBD>蝑匧<EFBFBD>3-5<><35><EFBFBD><EFBFBD>?

<EFBFBD><EFBFBD> 3.4 撉諹<E69289><E8ABB9>函蔡

Step 1: <20>亦<EFBFBD><E4BAA6>函蔡<E587BD>嗆<EFBFBD>?

摨𠉛鍂<EFBFBD>𡑒”銝剜𪄳<EFBFBD>?aiclinical-backend-dev
<EFBFBD>亦<EFBFBD><EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>
- <EFBFBD>?<3F>臬𢆡銝?<3F>?蝑匧<E89D91>
- <EFBFBD>?撘<>虜 <20>?<3F>亦<EFBFBD><E4BAA6>亙<EFBFBD><E4BA99>埝䰻<E59F9D>桅<EFBFBD>
- <EFBFBD>?餈鞱<E9A488>銝?<3F>?<3F>𣂼<EFBFBD>嚗?

Step 2: <20>瑕<EFBFBD><E79195>祉<EFBFBD><E7A589>啣<EFBFBD>

<EFBFBD>孵稬摨𠉛鍂<EFBFBD>滨妍餈𥕦<EFBFBD>霂行<EFBFBD>
<EFBFBD><EFBFBD>抅<EFBFBD>砌縑<EFBFBD>胯<EFBFBD>漤△<EFBFBD>ｇ<EFBFBD><EFBFBD>曉<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝵騌LB<EFBFBD>啣<EFBFBD><EFBFBD>?
憭滚<EFBFBD><EFBFBD>啣<EFBFBD>嚗<EFBFBD>掩隡潘<EFBFBD>http://123.456.789.0:3001嚗?

Step 3: 瘚贝<E7989A><E8B49D>亙藁

<EFBFBD>枏<EFBFBD>瘚讛<EFBFBD><EFBFBD>剁<EFBFBD>霈輸䔮嚗?

http://<雿删<E99BBF>SAE<41>祉<EFBFBD><E7A589>啣<EFBFBD>>/health

*憸<EFBFBD><EFBFBD>餈𥪜<EFBFBD>嚗?

{
  "status": "ok",
  "database": "connected",
  "timestamp": "2025-12-11T10:30:00.000Z"
}

蝚砍<EFBFBD>甇伐<EFBFBD><EFBFBD>函蔡<EFBFBD>滨垢

<EFBFBD><EFBFBD> 4.1 <20><>遣<EFBFBD>滨垢<E6BBA8>蹱<EFBFBD><E8B9B1><EFBFBD>隞?

*<EFBFBD>枏<EFBFBD>PowerShell嚗諹<EFBFBD><EFBFBD>卯rontend-v2<76>桀<EFBFBD>嚗?

# 餈𥕦<E9A488><F0A595A6>滨垢<E6BBA8>桀<EFBFBD>
cd D:\MyCursor\AIclinicalresearch\frontend-v2

# 摰㕑<E691B0>靘肽<E99D98>嚗<EFBFBD><E59A97><EFBFBD>𡏭<EFBFBD>瘝∪<E7989D>鋆<EFBFBD><E98B86>
npm install

# 靽格㺿 API <20>啣<EFBFBD>
# <20>枏<EFBFBD> vite.config.ts嚗屸<E59A97>蝵桐誨<E6A190><E8AAA8><EFBFBD><EFBFBD>湔𦻖靽格㺿 API_BASE_URL

*靽格㺿 vite.config.ts嚗?

export default defineConfig({
  server: {
    proxy: {
      '/api': {
        target: 'http://雿删<E99BBF>SAE<41>𡒊垢<F0A1928A>啣<EFBFBD>:3001',  // <20>?<3F>寞<EFBFBD>雿删<E99BBF>SAE<41>啣<EFBFBD>
        changeOrigin: true,
      },
    },
  },
  // <20><>遣<EFBFBD>嗥<EFBFBD><E597A5>臬<EFBFBD><E887AC>㗛<EFBFBD>
  define: {
    'import.meta.env.VITE_API_BASE_URL': JSON.stringify('http://雿删<E99BBF>SAE<41>𡒊垢<F0A1928A>啣<EFBFBD>:3001')
  }
})

*<EFBFBD><EFBFBD>遣<EFBFBD>煺漣<EFBFBD><EFBFBD>𧋦嚗?

npm run build

<EFBFBD><EFBFBD>遣摰峕<EFBFBD><EFBFBD>𠬍<EFBFBD><EFBFBD>?dist/ <20>桀<EFBFBD><E6A180><EFBFBD><EFBFBD><EFBFBD>蹱<EFBFBD><E8B9B1><EFBFBD>隞嗚<E99A9E>?

<EFBFBD><EFBFBD> 4.2 <20>函蔡<E587BD>滨垢<E6BBA8>記SS

<EFBFBD>寞<EFBFBD>A嚗帋蝙<EFBFBD>券燵<EFBFBD>䔶<EFBFBD><EFBFBD>批<EFBFBD><EFBFBD>堆<EFBFBD><EFBFBD>刻<EFBFBD><EFBFBD>唳<EFBFBD>嚗?

<EFBFBD>枏<EFBFBD>OSS<EFBFBD>批<EFBFBD><EFBFBD>?
餈𥕦<EFBFBD> aiclinical-dev Bucket
<EFBFBD>孵稬<EFBFBD>峕<EFBFBD>隞嗥恣<EFBFBD><EFBFBD><EFBFBD>?<3F>?<3F>䔶<EFBFBD>隡䭾<E99AA1>隞嗚<E99A9E>?
<EFBFBD>㗇𥋘 frontend-v2/dist/ <20>桀<EFBFBD>銝讠<E98A9D>**<2A><><EFBFBD>㗇<EFBFBD>隞?*
銝𠹺<EFBFBD>摰峕<EFBFBD><EFBFBD>𠬍<EFBFBD>霈曄蔭 index.html 銝粹<E98A9D>霈日<E99C88>憿?

<EFBFBD>寞<EFBFBD>B嚗帋蝙<EFBFBD>汰SS<EFBFBD>賭誘銵<EFBFBD>極<EFBFBD>?

*摰㕑<EFBFBD>ossutil嚗<EFBFBD>虾<EFBFBD>㚁<EFBFBD>嚗?

# 銝贝蝸 ossutil
# Windows: https://gosspublic.alicdn.com/ossutil/ossutil64.exe

# <20>滨蔭
.\ossutil64.exe config
# 颲枏<E9A2B2> AccessKeyId<49><64>ccessKeySecret<65><74>ndpoint嚗<74><E59A97> oss-cn-hangzhou.aliyuncs.com嚗?

# 銝𠹺<E98A9D><F0A0B9BA>滨垢<E6BBA8><E59EA2>辣
.\ossutil64.exe cp -r .\dist\ oss://aiclinical-dev/frontend/ --update

<EFBFBD><EFBFBD> 4.3 <20>滨蔭OSS<53>蹱<EFBFBD><E8B9B1><EFBFBD>蝡蹱<E89DA1>蝞?

OSS<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?aiclinical-dev Bucket
撌虫儒<EFBFBD>𨅯<EFBFBD> <20>?<3F><>抅蝖<E68A85>霈曄蔭<E69B84>?<3F>?<3F>屸<EFBFBD><E5B1B8><EFBFBD>△<EFBFBD>Ｕ<EFBFBD>?
<EFBFBD>孵稬<EFBFBD>諹挽蝵柴<EFBFBD>㵪<EFBFBD>
- 暺䁅恕擐㚚△嚗䫤index.html`
- 暺䁅恕404憿蛛<EFBFBD>index.html
- <EFBFBD>孵稬<EFBFBD>䔶<EFBFBD>摮塩<EFBFBD>?
<EFBFBD>瑕<EFBFBD>霈輸䔮<EFBFBD>啣<EFBFBD>嚗?
- Bucket璁<EFBFBD><EFBFBD>憿菟𢒰嚗峕𪄳<EFBFBD>啜<EFBFBD>𩱳ucket<EFBFBD>笔<EFBFBD><EFBFBD>?
- 憭𣇉<EFBFBD>霈輸䔮<EFBFBD>啣<EFBFBD>嚗䫤http://aiclinical-dev.oss-cn-hangzhou.aliyuncs.com/`

蝚砌<EFBFBD>甇伐<EFBFBD>撉諹<EFBFBD><EFBFBD>函蔡

<EFBFBD>?5.1 <20>券曎頝舀<E9A09D>霂?

瘚贝<EFBFBD>1嚗𡁜<EFBFBD>摨瑟<EFBFBD><EFBFBD>?

霈輸䔮嚗冴ttp://雿删<E99BBF>SAE<41>啣<EFBFBD>:3001/health
憸<><E686B8>嚗朞<E59A97><E69C9E>?{"status":"ok"}

瘚贝<EFBFBD>2嚗𡁏㺭<EFBFBD>桀<EFBFBD>餈墧𦻖

# <20>沒AE<41>批<EFBFBD><E689B9>?<3F>?摨𠉛鍂霂行<E99C82> <20>?摰墧𧒄<E5A2A7>亙<EFBFBD>
# <20>亦<EFBFBD><E4BAA6>臬炏<E887AC>?"<22>?<3F>唳旿摨栞<E691A8><E6A09E>交<EFBFBD><E4BAA4>? <20>亙<EFBFBD>

瘚贝<EFBFBD>3嚗鐾SS摮睃<EFBFBD>

霈輸䔮嚗冴ttp://雿删<E99BBF>SAE<41>啣<EFBFBD>:3001/api/v1/test/upload
銝𠹺<E98A9D>銝<EFBFBD>銝芣<E98A9D>霂閙<E99C82>隞塚<E99A9E><E5A19A>亦<EFBFBD><E4BAA6>臬炏<E887AC>𣂼<EFBFBD>

瘚贝<EFBFBD>4嚗𡁜<EFBFBD>蝡航挪<EFBFBD>?

霈輸䔮嚗冴ttp://aiclinical-dev.oss-cn-hangzhou.aliyuncs.com/
<0A>亦<EFBFBD>憿菟𢒰<E88F9F>臬炏甇<E7828F>虜<EFBFBD>曄內

<EFBFBD><EFBFBD> 5.2 <20>亦<EFBFBD><E4BAA6>烐綉<E78390>唳旿

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?<3F>𣬚<EFBFBD><F0A3AC9A>批之<E689B9>塩<EFBFBD>?
<EFBFBD>亦<EFBFBD>嚗?
- CPU雿輻鍂<EFBFBD>?
- <EFBFBD><EFBFBD><EFBFBD>雿輻鍂<EFBFBD>?
- QPS嚗<EFBFBD><EFBFBD>蝘坿窈瘙<EFBFBD>㺭嚗?
- <EFBFBD>滚<EFBFBD><EFBFBD>園𡢿

撣貉<EFBFBD><EFBFBD>桅<EFBFBD>閫<EFBFBD><EFBFBD>

<EFBFBD>?<3F>桅<EFBFBD>1嚗𡁜<E59A97><F0A1819C>典鍳<E585B8>典仃韐?

*<EFBFBD><EFBFBD>𠶖嚗?

摨𠉛鍂<EFBFBD>嗆<EFBFBD><EFBFBD>遬蝷箝<EFBFBD><EFBFBD><EFBFBD>撣詻<EFBFBD>?
<EFBFBD>亙熒璉<EFBFBD><EFBFBD>亙仃韐?

*閫<EFBFBD><EFBFBD>甇仿炊嚗?

*<EFBFBD>亦<EFBFBD><EFBFBD>亙<EFBFBD>嚗?

SAE<EFBFBD>批<EFBFBD><EFBFBD>?<3F>?摨𠉛鍂霂行<E99C82> <20>?摰墧𧒄<E5A2A7>亙<EFBFBD>
<0A>曉<EFBFBD>蝥Ｚ𠧧<EFBCBA>?ERROR <20>亙<EFBFBD>

*撣貉<EFBFBD><EFBFBD>躰秤嚗?

<EFBFBD>躰秤A嚗𡁏㺭<EFBFBD>桀<EFBFBD>餈墧𦻖憭梯揖
```
Error: Connection refused
```
- 璉<EFBFBD><EFBFBD>?DATABASE_URL <20>澆<EFBFBD><E6BE86>臬炏甇<E7828F>＆
- 璉<EFBFBD><EFBFBD>?RDS <20>賢<EFBFBD><E8B3A2>閙糓<E99699>血<EFBFBD><E8A180>?SAE <20>?IP
- 璉<EFBFBD><EFBFBD>?RDS <20>冽<EFBFBD><E586BD>滚<EFBFBD><E6BB9A><EFBFBD>糓<EFBFBD>行迤蝖?
*<EFBFBD>躰秤B嚗𡁶㴓憓<EFBFBD><EFBFBD><EFBFBD>讐撩憭?
```
DATABASE_URL is required
```
- 璉<EFBFBD><EFBFBD>亦㴓憓<EFBFBD><EFBFBD><EFBFBD>𤩺糓<EFBFBD>阡<EFBFBD>蝵桀<EFBFBD><EFBFBD>?
- <EFBFBD>齿鰵<EFBFBD>函蔡摨𠉛鍂
<EFBFBD>躰秤C嚗䥪risma 餈墧𦻖憭梯揖
```
Prisma Client initialization failed
```
- <EFBFBD><EFBFBD>閬<EFBFBD><EFBFBD>銵峕㺭<EFBFBD>桀<EFBFBD>餈<EFBFBD>宏嚗?
```
# <20>砍𧑐<E7A08D>扯<EFBFBD>餈<EFBFBD>宏嚗𣬚<E59A97><F0A3AC9A>擧綫<E693A7><E7B6AB><EFBFBD>RDS
npx prisma migrate deploy
```

<EFBFBD>?<3F>桅<EFBFBD>2嚗鐾SS銝𠹺<E98A9D>憭梯揖

*<EFBFBD><EFBFBD>𠶖嚗?

<EFBFBD><EFBFBD>辣銝𠹺<EFBFBD>餈𥪜<EFBFBD> 403 Forbidden

*閫<EFBFBD><EFBFBD>甇仿炊嚗?

璉<EFBFBD><EFBFBD>?RAM <20>冽<EFBFBD><E586BD><EFBFBD><EFBFBD>嚗?
- <EFBFBD>批<EFBFBD><EFBFBD>?<3F>?RAM <20>?<3F>冽<EFBFBD> <20>?<3F><><EFBFBD>
- 蝖桐<EFBFBD><EFBFBD>?AliyunOSSFullAccess

璉<EFBFBD><EFBFBD>亦㴓憓<EFBFBD><EFBFBD><EFBFBD>𧶏<EFBFBD>

OSS_ACCESS_KEY_ID=甇<EFBFBD>＆<EFBFBD><EFBFBD>D
OSS_ACCESS_KEY_SECRET=甇<EFBFBD>＆<EFBFBD><EFBFBD>ecret
OSS_BUCKET=甇<EFBFBD>＆<EFBFBD><EFBFBD>ucket<EFBFBD>滨妍

瘚贝<EFBFBD> OSS 餈墧𦻖嚗?

// <20>典<EFBFBD><E585B8>冽𠯫敹𦯀葉<F0A6AF80>亦<EFBFBD>
console.log('OSS<53>滨蔭:', {
  region: process.env.OSS_REGION,
  bucket: process.env.OSS_BUCKET
})

<EFBFBD>?<3F>桅<EFBFBD>3嚗𡁜<E59A97>蝡舀<E89DA1>瘜閗挪<E99697>桀<EFBFBD>蝡?

*<EFBFBD><EFBFBD>𠶖嚗?

<EFBFBD>滨垢<EFBFBD>曄內<EFBFBD>𣬚<EFBFBD>蝏𣈯<EFBFBD>霂胯<EFBFBD>?
API 霂瑟<E99C82>憭梯揖

*閫<EFBFBD><EFBFBD>甇仿炊嚗?

璉<EFBFBD><EFBFBD>丘ORS<EFBFBD>滨蔭嚗?

# <20>沒AE<41>臬<EFBFBD><E887AC>㗛<EFBFBD>銝剔＆霈?
CORS_ORIGIN=*  # <20><>捂<EFBFBD><E68D82><EFBFBD>㗇䔉皞琜<E79A9E>撘<EFBFBD><E69298>𤑳㴓憓<E3B493><E68693>

璉<EFBFBD><EFBFBD>亙<EFBFBD>蝡臬𧑐<EFBFBD><EFBFBD>嚗?

// frontend-v2/vite.config.ts
proxy: {
  '/api': {
    target: 'http://甇<>＆<EFBFBD><EFBC86>AE<41>啣<EFBFBD>:3001',
    changeOrigin: true
  }
}

瘚贝<EFBFBD><EFBFBD>𡒊垢餈鮋<EFBFBD>𡁏<EFBFBD>改<EFBFBD>

# <20>冽𧋦<E586BD>訐owerShell<6C>扯<EFBFBD>
curl http://雿删<E99BBF>SAE<41>啣<EFBFBD>:3001/health

<EFBFBD>?<3F>桅<EFBFBD>4嚗䥪ython敺格<E695BA><E6A0BC>⊥<EFBFBD>瘜閗<E7989C><E99697>?

*<EFBFBD><EFBFBD>𠶖嚗?

<EFBFBD><EFBFBD>辣<EFBFBD>𣂼<EFBFBD>憭梯揖
<EFBFBD>亙<EFBFBD><EFBFBD>曄內 Connection refused to extraction service

*銝湔𧒄<EFBFBD>寞<EFBFBD>嚗?

<EFBFBD>桀<EFBFBD>Python敺格<EFBFBD><EFBFBD>∟<EFBFBD><EFBFBD>冽𧋦<EFBFBD>啗<EFBFBD>銵䕘<EFBFBD><EFBFBD><EFBFBD>閬<EFBFBD>誑銝衤舅蝘齿䲮獢<EFBFBD><EFBFBD>銝<EFBFBD>嚗?

<EFBFBD>寞<EFBFBD>A嚗䥪ython<EFBFBD>滚𦛚銋罸<EFBFBD>蝵脣<EFBFBD>SAE嚗<EFBFBD>綫<EFBFBD>琜<EFBFBD>

<EFBFBD>𥕦遣 extraction_service/Dockerfile嚗?

FROM python:3.10-slim

WORKDIR /app

COPY requirements.txt .
RUN pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple

COPY . .

EXPOSE 8000

CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]

cd extraction_service
docker build -t aiclinical-python:dev .
docker tag aiclinical-python:dev `
  registry.cn-hangzhou.aliyuncs.com/aiclinical/python-dev:v1.0.0
docker push registry.cn-hangzhou.aliyuncs.com/aiclinical/python-dev:v1.0.0

<EFBFBD>沒AE<EFBFBD>𥕦遣<EFBFBD>啣<EFBFBD><EFBFBD>?aiclinical-python-dev

靽格㺿Node<EFBFBD>𡒊垢<EFBFBD>臬<EFBFBD><EFBFBD>㗛<EFBFBD>嚗?

EXTRACTION_SERVICE_URL=http://python<6F>滚𦛚<E6BB9A><F0A69B9A>AE<41><45><EFBFBD><EFBFBD>啣<EFBFBD>:8000

<EFBFBD>寞<EFBFBD>B嚗帋蝙<EFBFBD>典<EFBFBD>蝵𤑳忽<EFBFBD>𧶏<EFBFBD>銝湔𧒄撘<EFBFBD><EFBFBD>𡢅<EFBFBD>

雿輻鍂ngrok<EFBFBD>餻rp蝑匧極<EFBFBD>?
撠<EFBFBD>𧋦<EFBFBD>?000蝡臬藁<E887AC>湧蠧<E6B9A7>啣<EFBFBD>蝵?
靽格㺿<EFBFBD>臬<EFBFBD><EFBFBD>㗛<EFBFBD>銝箏<EFBFBD>蝵穃𧑐<EFBFBD><EFBFBD>

<EFBFBD><EFBFBD> <20>函蔡摰峕<E691B0>璉<EFBFBD><E79289>交<EFBFBD><E4BAA4>?

<EFBFBD>?<3F>𡒊垢<F0A1928A>函蔡

Docker<EFBFBD>𨅯<EFBFBD><EFBFBD><EFBFBD>遣<EFBFBD>𣂼<EFBFBD>
<EFBFBD>𨅯<EFBFBD><EFBFBD>券<EFBFBD><EFBFBD><EFBFBD><EFBFBD>輸<EFBFBD>鈭飊CR
RDS<EFBFBD>唳旿摨㯄<EFBFBD>蝵桀<EFBFBD><EFBFBD>?
RDS<EFBFBD>賢<EFBFBD><EFBFBD>訫歇瘛餃<EFBFBD>
OSS Bucket<65>𥕦遣摰峕<E691B0>
RAM<EFBFBD>冽<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>滨蔭甇<EFBFBD>＆
SAE摨𠉛鍂<EFBFBD>𥕦遣<EFBFBD>𣂼<EFBFBD>
<EFBFBD>臬<EFBFBD><EFBFBD>㗛<EFBFBD><EFBFBD>滨蔭摰峕㟲
<EFBFBD>亙熒璉<EFBFBD><EFBFBD>仿<EFBFBD>朞<EFBFBD>
/health <20>亙藁餈𥪜<E9A488>甇<EFBFBD>虜

<EFBFBD>?<3F>滨垢<E6BBA8>函蔡

<EFBFBD>滨垢隞<EFBFBD><EFBFBD><EFBFBD><EFBFBD>遣<EFBFBD>𣂼<EFBFBD>
API<EFBFBD>啣<EFBFBD><EFBFBD>滨蔭甇<EFBFBD>＆
<EFBFBD><EFBFBD>辣銝𠹺<EFBFBD><EFBFBD>記SS
<EFBFBD>蹱<EFBFBD><EFBFBD><EFBFBD>蝡蹱<EFBFBD>蝞∪<EFBFBD><EFBFBD>?
<EFBFBD>滨垢憿菟𢒰<EFBFBD>航挪<EFBFBD>?
<EFBFBD>滚<EFBFBD>蝡舫<EFBFBD>帋縑甇<EFBFBD>虜

<EFBFBD>?<3F>唳旿摨?

<EFBFBD>唳旿摨栞<EFBFBD>蝘餅<EFBFBD>銵峕<EFBFBD><EFBFBD>?
Schema<EFBFBD>𥕦遣摰峕<EFBFBD>
瘚贝<EFBFBD><EFBFBD>唳旿<EFBFBD>鍦<EFBFBD><EFBFBD>𣂼<EFBFBD>

<EFBFBD><EFBFBD> <20>剖<EFBFBD>嚗<EFBFBD><E59A97>蝵脣<E89DB5><E884A3>琜<EFBFBD>

<EFBFBD><EFBFBD> 霈啣<E99C88><E595A3>滩<EFBFBD>靽⊥<E99DBD>

霂瑕<EFBFBD>隞乩<EFBFBD>靽⊥<EFBFBD>靽嘥<EFBFBD><EFBFBD>啣<EFBFBD><EFBFBD>函<EFBFBD><EFBFBD>唳䲮嚗?

<EFBFBD>𣂼<EFBFBD><EFBFBD>烐<EFBFBD>霂閧㴓憓<EFBFBD><EFBFBD>?

<0A>𡒊垢<F0A1928A>啣<EFBFBD>嚗冴ttp://雿删<E99BBF>SAE<41>啣<EFBFBD>:3001
<0A>滨垢<E6BBA8>啣<EFBFBD>嚗冴ttp://aiclinical-dev.oss-cn-hangzhou.aliyuncs.com

RDS餈墧𦻖靽⊥<E99DBD>嚗?
- <20>啣<EFBFBD>嚗鬏m-xxxx.mysql.rds.aliyuncs.com
- <20>唳旿摨橒<E691A8>aiclinical_dev
- <20>冽<EFBFBD><E586BD>㵪<EFBFBD>aiclinical
- 撖<><E69296>嚗?**嚗<>窈靽嘥<E99DBD>嚗?

OSS靽⊥<E99DBD>嚗?
- Bucket嚗惨iclinical-dev
- AccessKeyId嚗匁TAI5t***
- AccessKeySecret嚗?**嚗<>窈靽嘥<E99DBD>嚗?

ACR<43>𨅯<EFBFBD>隞枏<E99A9E>嚗?
- <20>賢<EFBFBD>蝛粹𡢿嚗惨iclinical
- 隞枏<E99A9E>嚗颹ackend-dev, python-dev
- <20>餃<EFBFBD>撖<EFBFBD><E69296>嚗?**嚗<>窈靽嘥<E99DBD>嚗?

<EFBFBD><EFBFBD> 銝衤<E98A9D>甇?

*<EFBFBD><EFBFBD>賒<EFBFBD><EFBFBD><EFBFBD>/<2F><>賒<EFBFBD>函蔡嚗㇃I/CD嚗?
- <EFBFBD>滨蔭GitHub Actions<6E>銺enkins
- <EFBFBD>芸𢆡<EFBFBD><EFBFBD>遣<EFBFBD>屸<EFBFBD>蝵?
<EFBFBD>烐綉<EFBFBD>𡃏郎
- 撘<EFBFBD><EFBFBD>𡁻燵<EFBFBD>䔶<EFBFBD>ARMS<EFBFBD>烐綉
- <EFBFBD>滨蔭<EFBFBD>厰<EFBFBD>/<2F>桐辣<E6A190>𡃏郎
甇<EFBFBD><EFBFBD><EFBFBD>臬<EFBFBD><EFBFBD>函蔡
- <EFBFBD>𥕦遣<EFBFBD>煺漣<EFBFBD>臬<EFBFBD>Bucket嚗䫤aiclinical-prod`
- <EFBFBD>𥕦遣<EFBFBD>煺漣<EFBFBD>臬<EFBFBD>RDS嚗𡁶𡠺蝡见<EFBFBD>靘?
- <EFBFBD>𥕦遣<EFBFBD>煺漣<EFBFBD>臬<EFBFBD>SAE摨𠉛鍂
- 韐凋僭Redis嚗𡁶鍂鈭𡒊<EFBFBD>鈭抒㴓憓<EFBFBD><EFBFBD>摮?
- <EFBFBD>滨蔭CDN嚗𡁜<EFBFBD><EFBFBD>罸<EFBFBD><EFBFBD><EFBFBD><EFBFBD>皞?
<EFBFBD>笔<EFBFBD><EFBFBD>滨蔭
- 韐凋僭<EFBFBD>笔<EFBFBD>
- <EFBFBD>滨蔭DNS閫<EFBFBD><EFBFBD>
- <EFBFBD>唾窈SSL霂<EFBFBD>髡
- <EFBFBD>滨蔭HTTPS

<EFBFBD>働 <20>鞉𧋦隡睃<E99AA1>撱箄悅

撘<EFBFBD><EFBFBD>烐<EFBFBD>霂閧㴓憓<EFBFBD><EFBFBD>敶枏<EFBFBD><EFBFBD>滨蔭嚗?

<EFBFBD>滚𦛚	閫<EFBFBD>聢	<EFBFBD><EFBFBD>晶	霂湔<EFBFBD>
SAE	1C2G <20> 1摰硺<E691B0>	瞼150	<EFBFBD>厰<EFBFBD>隞䁅晶
RDS	2C4G <20>𡁶鍂<F0A181B6>?	瞼300	<EFBFBD><EFBFBD>僑<EFBFBD>港<EFBFBD><EFBFBD>?
OSS	100GB摮睃<EFBFBD>	瞼10	<EFBFBD>匧<EFBFBD><EFBFBD><EFBFBD>蝙<EFBFBD>?
ACR	<EFBFBD>滩晶憸嘥漲	瞼0	<EFBFBD>𣳇<EFBFBD>隞䁅晶
<EFBFBD><EFBFBD>恣		*瞼460/<2F>?

<EFBFBD><EFBFBD><EFBFBD><EFBFBD>鞉𧋦<EFBFBD><EFBFBD>撌?

**RDS<44><53>僑隡䀹<E99AA1>**嚗朞揚銋?撟游虾<E6B8B8><E899BE><EFBFBD>15%
<EFBFBD>脫𧒄<EFBFBD>喲𡡒SAE嚗𡁏<EFBFBD>霂閧㴓憓<EFBFBD><EFBFBD><EFBFBD>游虾<EFBFBD>喲𡡒嚗諹<EFBFBD><EFBFBD>?0%
**OSS<53>笔𦶢<E7AC94>冽<EFBFBD>**嚗朞挽蝵?0憭拙<E686AD>頧砌<E9A0A7>憸穃<E686B8><E7A983>?
銝滢蝙<EFBFBD>沖edis嚗𡁶<EFBFBD>瞼200/<2F>?

*<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗? v1.0
<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD> 2025-12-11
蝏湔擪<EFBFBD><EFBFBD><EFBFBD> <20><><EFBFBD>舀沲<E88880><E6B2B2><EFBFBD>
*<EFBFBD>漤<EFBFBD>嚗? 憒<><E68692><EFBFBD>桅<EFBFBD>嚗諹窈<E8ABB9>𠉛頂<F0A0899B><E9A082><EFBFBD>臬𣪧<E887AC>?

20 KiB Raw Blame History Unescape Escape

<EFBFBD><EFBFBD> <20>輸<EFBFBD>鈭騌AE<41>函蔡摰<E894A1><E691B0><EFBFBD><EFBFBD><EFBFBD>嚗<EFBFBD>漣<EFBFBD><E6BCA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>嚗?

<EFBFBD><EFBFBD> <20>桀<EFBFBD>

<EFBFBD>滨蔭<EFBFBD><EFBFBD><EFBFBD>

<EFBFBD>?<3F>典歇蝏讛揚銋啁<E98A8B><E59581>滚𦛚

<EFBFBD>凃 <20>券<EFBFBD>閬<EFBFBD><E996AC>鋆<EFBFBD><E98B86>撌亙<E6928C>

<EFBFBD><EFBFBD>銝漤<EFBFBD>閬<EFBFBD>揚銋訌edis嚗?

<EFBFBD><EFBFBD> 蝑娍<E89D91>嚗?<EFBFBD>脲<EFBFBD>銝漤<EFBFBD>閬<EFBFBD><EFBFBD><EFBFBD>芣䔉<EFBFBD>航<EFBFBD><EFBFBD><EFBFBD>閬?

<EFBFBD>㴓 <20>𤑳<EFBFBD>撱箄悅

蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Docker<EFBFBD>𨅯<EFBFBD>

<EFBFBD>𣑐 1.1 <20>𥕦遣Dockerfile<6C><65>辣

<EFBFBD>𣑐 1.2 <20>𥕦遣 .dockerignore <20><>辣

<EFBFBD>𣑐 1.3 <20><>遣Docker<65>𨅯<EFBFBD>

蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD>滨蔭<EFBFBD>輸<EFBFBD>鈭烐<EFBFBD><EFBFBD>?

<EFBFBD><EFBFBD>儭?2.1 <20>滨蔭RDS<44>唳旿摨?

Step 1: <20>餃<EFBFBD><E9A483>輸<EFBFBD>鈭烐綉<E78390>嗅蝱

Step 2: <20>滨蔭<E6BBA8>賢<EFBFBD><E8B3A2>?

Step 3: <20>𥕦遣<F0A595A6>唳旿摨枏<E691A8><E69E8F>冽<EFBFBD>

Step 4: <20>瑕<EFBFBD>餈墧𦻖<E5A2A7>啣<EFBFBD>

<EFBFBD>𣑐 2.2 <20>滨蔭OSS撖寡情摮睃<E691AE>

Step 1: <20>𥕦遣Bucket

Step 2: <20>𥕦遣RAM<41>冽<EFBFBD>嚗<EFBFBD>鍂鈭垾PI霈輸䔮嚗?

<EFBFBD>閦 2.3 <20>滨蔭摰孵膥<E5ADB5>𨅯<EFBFBD><F0A885AF>滚𦛚嚗㇁CR嚗?

Step 1: 撘<><E69298>𡁏<EFBFBD><F0A1818F>?

Step 2: <20>𥕦遣<F0A595A6>賢<EFBFBD>蝛粹𡢿

Step 3: <20>𥕦遣<F0A595A6>𨅯<EFBFBD>隞枏<E99A9E>

Step 4: <20>瑕<EFBFBD><E79195>餃<EFBFBD>撖<EFBFBD><E69296>

<EFBFBD>㨩 2.4 <20>券<EFBFBD><E588B8><EFBFBD><EFBFBD>誩<EFBFBD><E8AAA9>輸<EFBFBD>鈭?

蝚砌<EFBFBD>甇伐<EFBFBD><EFBFBD>函蔡<EFBFBD>訕AE

<EFBFBD><EFBFBD> 3.1 <20>𥕦遣SAE摨𠉛鍂

Step 1: 餈𥕦<E9A488>SAE<41>批<EFBFBD><E689B9>?

Step 2: <20>𥕦遣摨𠉛鍂

<EFBFBD>辷<EFBFBD> 3.2 <20>滨蔭<E6BBA8>臬<EFBFBD><E887AC>㗛<EFBFBD>

<EFBFBD>?3.3 <20>滨蔭<E6BBA8>亙熒璉<E78692><E79289>?

<EFBFBD><EFBFBD> 3.4 撉諹<E69289><E8ABB9>函蔡

Step 1: <20>亦<EFBFBD><E4BAA6>函蔡<E587BD>嗆<EFBFBD>?

Step 2: <20>瑕<EFBFBD><E79195>祉<EFBFBD><E7A589>啣<EFBFBD>

Step 3: 瘚贝<E7989A><E8B49D>亙藁

蝚砍<EFBFBD>甇伐<EFBFBD><EFBFBD>函蔡<EFBFBD>滨垢

<EFBFBD><EFBFBD> 4.1 <20><>遣<EFBFBD>滨垢<E6BBA8>蹱<EFBFBD><E8B9B1><EFBFBD>隞?

<EFBFBD><EFBFBD> 4.2 <20>函蔡<E587BD>滨垢<E6BBA8>記SS

<EFBFBD>寞<EFBFBD>A嚗帋蝙<EFBFBD>券燵<EFBFBD>䔶<EFBFBD><EFBFBD>批<EFBFBD><EFBFBD>堆<EFBFBD><EFBFBD>刻<EFBFBD><EFBFBD>唳<EFBFBD>嚗?

<EFBFBD>寞<EFBFBD>B嚗帋蝙<EFBFBD>汰SS<EFBFBD>賭誘銵<EFBFBD>極<EFBFBD>?

<EFBFBD><EFBFBD> 4.3 <20>滨蔭OSS<53>蹱<EFBFBD><E8B9B1><EFBFBD>蝡蹱<E89DA1>蝞?

蝚砌<EFBFBD>甇伐<EFBFBD>撉諹<EFBFBD><EFBFBD>函蔡

<EFBFBD>?5.1 <20>券曎頝舀<E9A09D>霂?

瘚贝<EFBFBD>1嚗𡁜<EFBFBD>摨瑟<EFBFBD><EFBFBD>?

瘚贝<EFBFBD>2嚗𡁏㺭<EFBFBD>桀<EFBFBD>餈墧𦻖

瘚贝<EFBFBD>3嚗鐾SS摮睃<EFBFBD>

瘚贝<EFBFBD>4嚗𡁜<EFBFBD>蝡航挪<EFBFBD>?

<EFBFBD><EFBFBD> 5.2 <20>亦<EFBFBD><E4BAA6>烐綉<E78390>唳旿

撣貉<EFBFBD><EFBFBD>桅<EFBFBD>閫<EFBFBD><EFBFBD>

<EFBFBD>?<3F>桅<EFBFBD>1嚗𡁜<E59A97><F0A1819C>典鍳<E585B8>典仃韐?

<EFBFBD>?<3F>桅<EFBFBD>2嚗鐾SS銝𠹺<E98A9D>憭梯揖

<EFBFBD>?<3F>桅<EFBFBD>3嚗𡁜<E59A97>蝡舀<E89DA1>瘜閗挪<E99697>桀<EFBFBD>蝡?

<EFBFBD>?<3F>桅<EFBFBD>4嚗䥪ython敺格<E695BA><E6A0BC>⊥<EFBFBD>瘜閗<E7989C><E99697>?

<EFBFBD><EFBFBD> <20>函蔡摰峕<E691B0>璉<EFBFBD><E79289>交<EFBFBD><E4BAA4>?

<EFBFBD>?<3F>𡒊垢<F0A1928A>函蔡

<EFBFBD>?<3F>滨垢<E6BBA8>函蔡

<EFBFBD>?<3F>唳旿摨?

<EFBFBD><EFBFBD> <20>剖<EFBFBD>嚗<EFBFBD><E59A97>蝵脣<E89DB5><E884A3>琜<EFBFBD>

<EFBFBD><EFBFBD> 霈啣<E99C88><E595A3>滩<EFBFBD>靽⊥<E99DBD>

<EFBFBD><EFBFBD> 銝衤<E98A9D>甇?

<EFBFBD>働 <20>鞉𧋦隡睃<E99AA1>撱箄悅

撘<EFBFBD><EFBFBD>烐<EFBFBD>霂閧㴓憓<EFBFBD><EFBFBD>敶枏<EFBFBD><EFBFBD>滨蔭嚗?

<EFBFBD><EFBFBD><EFBFBD><EFBFBD>鞉𧋦<EFBFBD><EFBFBD>撌?

20 KiB

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