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AIclinicalresearch/docs/05-部署文档/08-部署检查清单.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

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# <20>函蔡璉<E894A1><E79289>交<EFBFBD><E4BAA4>?- 隞?<3F>唬<EFBFBD>蝥輻<E89DA5>摰峕㟲Checklist
> **<2A><>﹝<EFBFBD><EFB99D>𧋦嚗?* v1.0
> **<2A>𥕦遣<F0A595A6>交<EFBFBD>嚗?* 2025-12-14
> **<2A><>鍂<EFBFBD>箸艶嚗?* 擐𡝗活<F0A19D97>函蔡<E587BD>圈燵<E59C88>䔶<EFBFBD><E494B6>煺漣<E785BA>臬<EFBFBD>
> **憸<>恣<EFBFBD>園𡢿嚗?* 4-5撠𤩺𧒄嚗<F0A79284><E59A97><EFBFBD><EFBFBD><EFBFBD>雿𨀣𧒄<F0A880A3>湛<EFBFBD>
---
## <20><> 雿輻鍂霂湔<E99C82>
<EFBFBD>祆<EFBFBD><EFBFBD>閙<EFBFBD><EFBFBD>折<EFBFBD>蝵脤◇摨誩<EFBFBD><EFBFBD>箸<EFBFBD><EFBFBD>匧<EFBFBD><EFBFBD><EFBFBD>甇仿炊嚗峕<EFBFBD>銝芣郊撉文<EFBFBD><EFBFBD>恬<EFBFBD>
- <20>?憭漤<E686AD>㗇<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>𣂼<EFBFBD><F0A382BC>枏㗲嚗?- <20>梧<EFBFBD> 憸<>恣<EFBFBD>園𡢿
- <20>𩤃<EFBFBD> <20>喲睸瘜冽<E7989C>鈭钅★
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>獢<EFBFBD>曎<EFBFBD>?
**撱箄悅嚗𡁏<E59A97><F0A1818F>唳<EFBFBD>憭滚<E686AD><E6BB9A>啁<EFBFBD>霈啗蔓隞塚<E99A9E><E5A19A>鞾★摰峕<E691B0><E5B395>?*
---
## <20>嗆挾1嚗𡁜抅蝖<E68A85>霈暹鴌<E69AB9><E9B48C><EFBFBD>嚗㇄ay 1銝𠰴<E98A9D>嚗?
### 1.1 <20>輸<EFBFBD>鈭𤏸揭<F0A48FB8>瑕<EFBFBD>憭?
<EFBFBD>?**摰𧼮<E691B0>霈方<E99C88>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- <20>輸<EFBFBD>鈭烐綉<E78390>嗅蝱 > 韐血噡蝞∠<E89D9E> > 摰𧼮<E691B0>霈方<E99C88>
- <20>𩤃<EFBFBD> 隡<><E99AA1>霈方<E99C88><E696B9><EFBFBD>閬<EFBFBD>𨯫銝𡁏<E98A9D><F0A1818F>?
<EFBFBD>?**韐血噡<E8A180><E599A1><EFBFBD>?*
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- 撱箄悅<E7AE84><E68285><EFBFBD>潘<EFBFBD>瞼500嚗<30><E59A97><EFBFBD><EFBFBD><EFBFBD><EFBFBD>祉漲瞼1,200嚗?- 韐寧鍂銝剖<E98A9D> > <20><><EFBFBD>?
<EFBFBD>?**撘<><E69298>𡁏<EFBFBD><F0A1818F>?*
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- <20><>閬<EFBFBD><E996AC><EFBFBD>𡁶<EFBFBD><F0A181B6>滚𦛚嚗? - <20>?SAE嚗𠄎erverless摨𠉛鍂撘閙<E69298>嚗? - <20>?RDS嚗<53><E59A97><EFBFBD>唳旿摨橒<E691A8>
- <20>?OSS嚗<53>笆鞊∪<E99E8A><E288AA>剁<EFBFBD>
- <20>?VPC嚗<43><E59A97><EFBFBD>厩<EFBFBD>蝏頣<E89D8F>
- <20>?NAT蝵穃<E89DB5>
- <20>?ACR嚗<52>捆<EFBFBD>券<EFBFBD><E588B8>𤩺<EFBFBD><F0A4A9BA>∴<EFBFBD>
- <20>?ECS嚗<53><E59A97><EFBFBD>滚𦛚<E6BB9A>剁<EFBFBD>Dify<66>剁<EFBFBD>
<EFBFBD>?**<2A>𥕦遣RAM摮鞱揭<E99EB1>瘀<EFBFBD><E79880>舫<EFBFBD>劐<EFBFBD><E58A90>刻<EFBFBD>嚗?*
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- RAM霈輸䔮<E8BCB8>批<EFBFBD> > <20>冽<EFBFBD> > <20>𥕦遣<F0A595A6>冽<EFBFBD>
- <20><><EFBFBD>嚗鋫liyunSAEFullAccess, AliyunRDSFullAccess, AliyunOSSFullAccess
- <20>𩤃<EFBFBD> 銝滩<E98A9D><E6BBA9>其蜓韐血噡<E8A180>函蔡嚗<E894A1><E59A97><EFBFBD>券<EFBFBD><E588B8>拙之
---
### 1.2 VPC蝵𤑳<E89DB5><F0A491B3>滨蔭 潃鐥<E6BD83>潃鐥<E6BD83>潃?
<EFBFBD>?**<2A>𥕦遣VPC**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- VPC<50>批<EFBFBD><E689B9>?> <20>𥕦遣VPC
- <20>滨妍嚗惨iclinical-vpc-prod
- 蝵烐挾嚗?72.16.0.0/12
- <20>啣<EFBFBD>嚗䬙n-hangzhou嚗<75>㜺撌痹<E6928C><E797B9>硋停餈穃𧑐<E7A983>?
<EFBFBD>?**<2A>𥕦遣鈭斗揢<E69697>?*
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- VPC霂行<E99C82> > 鈭斗揢<E69697>?> <20>𥕦遣鈭斗揢<E69697>?- <20>滨妍嚗惨iclinical-vsw-prod
- <20>舐鍂<E88890>綽<EFBFBD><E7B6BD>𤩺㦤<F0A4A9BA>舐鍂<E88890>態
- 蝵烐挾嚗?72.16.0.0/20
<EFBFBD>?**潃?<3F>𥕦遣NAT蝵穃<E89DB5>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD>嚗<EFBFBD><E59A97>**
- <20>梧<EFBFBD> 15<31><35><EFBFBD>
- VPC<50>批<EFBFBD><E689B9>?> NAT蝵穃<E89DB5> > <20>𥕦遣NAT蝵穃<E89DB5>
- VPC嚗惨iclinical-vpc-prod
- 鈭斗揢<E69697>綽<EFBFBD>aiclinical-vsw-prod
- 閫<>聢嚗𡁜<E59A97><F0A1819C>?- 霈∟晶<E2889F>孵<EFBFBD>嚗𡁏<E59A97>雿輻鍂<E8BCBB>讛恣韐?- <20>𩤃<EFBFBD> **瘝⊥<E7989D>NAT蝵穃<E89DB5>嚗峕<E59A97><E5B395>𡅅I<F0A18585>蠘<EFBFBD><E8A098>賭<EFBFBD>頞<EFBFBD>𧒄嚗?*
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**<2A>𥕦遣撟嗥<E6929F>摰鍃IP**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- NAT蝵穃<E89DB5>霂行<E99C82> > 撘寞<E69298>批<EFBFBD>蝵飡P > 蝏穃<E89D8F>EIP
- <20>𥕦遣<F0A595A6>蚩IP
- 撣血捐嚗𡁏<E59A97>雿輻鍂瘚<E98D82><E7989A>
- 霈啣<E99C88>EIP<49>啣<EFBFBD>嚗噔_______________
<EFBFBD>?**<2A>滨蔭SNAT<41>∠𤌍**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- NAT蝵穃<E89DB5>霂行<E99C82> > SNAT蝞∠<E89D9E> > <20>𥕦遣SNAT<41>∠𤌍
- 鈭斗揢<E69697>綽<EFBFBD>aiclinical-vsw-prod
- <20>祉<EFBFBD>IP嚗𡁜<E59A97><F0A1819C>滚<EFBFBD>撱箇<E692B1>EIP
- <20>𩤃<EFBFBD> 餈嗘<E9A488>甇亥悟SAE<41>臭誑霈輸䔮<E8BCB8>祉<EFBFBD>
<EFBFBD>?**<2A>𥕦遣摰匧<E691B0>蝏?*
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ECS<43>批<EFBFBD><E689B9>?> 摰匧<E691B0>蝏?> <20>𥕦遣摰匧<E691B0>蝏?- <20>滨妍嚗惨iclinical-sg-prod
- VPC嚗惨iclinical-vpc-prod
- <20>交䲮<E4BAA4>𤏸<EFBFBD><F0A48FB8>辷<EFBFBD>
- <20><>捂 80/TCP <20>交<EFBFBD>嚗?72.16.0.0/12嚗ĀPC<50><43><EFBFBD>嚗? - <20><>捂 22/TCP <20>交<EFBFBD>嚗𡁏<E59A97><F0A1818F><EFBFBD><EFBFBD><EFBFBD>砍恕IP嚗𠄎SH蝞∠<E89D9E>嚗? - <20>垍<EFBFBD> <20><><EFBFBD>?<3F>交<EFBFBD>嚗?.0.0.0/0
---
### 1.3 RDS PostgreSQL 15 <20>函蔡
<EFBFBD>?**<2A>𥕦遣RDS摰硺<E691B0>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>嚗<EFBFBD><E59A97>敺<EFBFBD><E695BA>撱?5<><35><EFBFBD>嚗?- RDS<44>批<EFBFBD><E689B9>?> <20>𥕦遣摰硺<E691B0>
- <20>唳旿摨梶掩<E6A2B6>页<EFBFBD>PostgreSQL
- <20><>𧋦嚗?5
- 閫<>聢嚗鬏ds.pg.s2.large嚗?<3F>?GB嚗?- 摮睃<E691AE>嚗?00GB SSD
- VPC嚗惨iclinical-vpc-prod
- 鈭斗揢<E69697>綽<EFBFBD>aiclinical-vsw-prod
- 霈啣<E99C88><E595A3><EFBFBD><EFBFBD><EFBFBD>啣<EFBFBD>嚗鬏m-____________.pg.rds.aliyuncs.com
<EFBFBD>?**<2A>滨蔭<E6BBA8>賢<EFBFBD><E8B3A2>?*
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- RDS摰硺<E691B0>霂行<E99C82> > <20>唳旿摰匧<E691B0><E58CA7>?> <20>賢<EFBFBD><E8B3A2>閗挽蝵?- 瘛餃<E7989B><E9A483>賢<EFBFBD><E8B3A2>訫<EFBFBD>蝏<EFBFBD><E89D8F>sae-vpc
- IP<49>啣<EFBFBD>嚗?72.16.0.0/12嚗ĀPC蝵烐挾嚗?- <20>𩤃<EFBFBD> **敹<>◆<EFBFBD>汲PC蝵烐挾嚗䔶<E59A97><E494B6>賜鍂<E8B39C>閙㦤IP嚗?*
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`PostgreSQL<51>函蔡蝑𣇉裦-<2D>詨<EFBFBD><E8A9A8>亙<EFBFBD>.md`
<EFBFBD>?**<2A>𥕦遣<F0A595A6>唳旿摨栞揭<E6A09E>?*
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- RDS摰硺<E691B0>霂行<E99C82> > 韐血噡蝞∠<E89D9E> > <20>𥕦遣韐血噡
- 韐血噡<E8A180>㵪<EFBFBD>aiclinical_rw
- 撖<><E69296>嚗𡄯<E59A97>16雿滚撩撖<E692A9><E69296>嚗諹扇敶訫<E695B6>撖<EFBFBD><E69296>蝞∠<E89D9E><E288A0>剁<EFBFBD>
- 韐血噡蝐餃<E89D90>嚗𡁏芦<F0A1818F>朞揭<E69C9E>?- <20><><EFBFBD><EFBFBD>唳旿摨橒<E691A8>蝔滚<E89D94><E6BB9A>𥕦遣
<EFBFBD>?**<2A>𥕦遣<F0A595A6>唳旿摨?*
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- RDS摰硺<E691B0>霂行<E99C82> > <20>唳旿摨梶恣<E6A2B6>?> <20>𥕦遣<F0A595A6>唳旿摨?- <20>唳旿摨枏<E691A8>嚗惨i_clinical_research
- 摮㛖泵<E39B96><E6B3B5><EFBFBD>UTF8
- <20><><EFBFBD>韐血噡嚗惨iclinical_rw嚗<77>粉<EFBFBD>辷<EFBFBD>
<EFBFBD>?**<2A>滨蔭<E6BBA8>芸𢆡憭<F0A286A1>遢**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- RDS摰硺<E691B0>霂行<E99C82> > 憭<>遢<EFBFBD>Ｗ<EFBFBD> > 憭<>遢霈曄蔭
- <20>唳旿憭<E697BF>遢靽萘<E99DBD>嚗?憭?- <20>亙<EFBFBD>憭<EFBFBD>遢靽萘<E99DBD>嚗?憭抬<E686AD><E68AAC>𩤃<EFBFBD> 敹<>◆撘<E29786><E69298>荔<EFBFBD><E88D94>舀<EFBFBD>PITR嚗?- 憭<>遢<EFBFBD>冽<EFBFBD>嚗𡁏<E59A97>憭?- 憭<>遢<EFBFBD>園𡢿嚗?2:00-04:00嚗<30><E59A97><EFBFBD>剁<EFBFBD>
<EFBFBD>?**撖澆<E69296><E6BE86>唳旿摨橒<E691A8>pg_dump嚗?*
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- <20>砍𧑐<E7A08D>扯<EFBFBD>嚗? ```bash
# 1. 撖澆枂<E6BE86>砍𧑐<E7A08D>唳旿摨? docker exec ai-clinical-postgres pg_dump -U postgres -d ai_clinical_research \
--format=plain --no-owner --no-acl --encoding=UTF8 \
> backup_$(date +%Y%m%d_%H%M%S).sql
# 2. 撖澆<E69296><E6BE86>訌DS嚗<53><E59A97>閬<EFBFBD>CS頝單踎<E596AE>箸<EFBFBD>銝湔𧒄撘<F0A79284><E69298>臬<EFBFBD>蝵𡢅<E89DB5>
psql -h rm-xxxxx.pg.rds.aliyuncs.com \
-p 5432 \
-U aiclinical_rw \
-d ai_clinical_research \
-f backup_20251214_100000.sql
```
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`PostgreSQL<EFBFBD>函蔡蝑𣇉裦-<2D>詨<EFBFBD><E8A9A8>亙<EFBFBD>.md` 蝚?<3F>?
<EFBFBD>?**撉諹<E69289><E8ABB9>唳旿摨枏紡<E69E8F>?*
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- 餈墧𦻖RDS嚗峕<E59A97>銵䕘<E98AB5>
```sql
-- 撉諹<E69289>Schema
\dn
-- 摨磰砲<E7A3B0>见<EFBFBD>10銝杵chema
-- 撉諹<E69289>銵冽㺭<E586BD>? SELECT schemaname, COUNT(*)
FROM pg_tables
WHERE schemaname NOT IN ('pg_catalog', 'information_schema')
GROUP BY schemaname;
-- platform_schema: 8, aia_schema: 5, pkb_schema: 5, asl_schema: 6, dc_schema: 6
-- 撉諹<E69289><E8ABB9>唳旿
SELECT COUNT(*) FROM platform_schema.users;
-- 摨磰砲<E7A3B0>?<3F>∴<EFBFBD><E288B4>碶<EFBFBD><E7A2B6><EFBFBD><EFBFBD><EFBFBD><EFBFBD>㺭<EFBFBD>𧶏<EFBFBD>
```
---
### 1.4 OSS撖寡情摮睃<E691AE><E79D83>滨蔭
<EFBFBD>?**<2A>𥕦遣OSS Bucket**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- OSS<53>批<EFBFBD><E689B9>?> Bucket<65>𡑒” > <20>𥕦遣Bucket
- Bucket<65>滨妍嚗惨iclinical-data-prod
- <20>啣<EFBFBD>嚗䬙n-hangzhou嚗<75><E59A97>VPC<50><43>𧑐<EFBFBD><F0A79190><EFBFBD>
- 霂餃<E99C82><E9A483><EFBFBD><EFBFBD>嚗𡁶<E59A97><F0A181B6>㚁<EFBFBD>Private嚗争<E59A97>儭?敹<>◆蝘<E29786><E89D98>
- <20><>𧋦<EFBFBD>批<EFBFBD>嚗𡁜<E59A97><F0A1819C>?- <20>滚𦛚蝡臬<E89DA1>撖<EFBFBD><E69296><EFBFBD>喲𡡒嚗<F0A1A192>虾<EFBFBD>㚁<EFBFBD>
<EFBFBD>?**<2A>滨蔭<E6BBA8>笔𦶢<E7AC94>冽<EFBFBD>閫<EFBFBD><E996AB>嚗<EFBFBD>虾<EFBFBD>㚁<EFBFBD>**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- Bucket霂行<E99C82> > <20>箇<EFBFBD>霈曄蔭 > <20>笔𦶢<E7AC94>冽<EFBFBD>
- 閫<><E996AB><EFBFBD>滨妍嚗飱elete-temp-files
- 摨𠉛鍂<F0A0899B><E98D82>凒嚗鮁ploads/temp/
- <20>滢<EFBFBD>嚗𡁜<E59A97><F0A1819C>?- 憭拇㺭嚗?0憭抬<E686AD>銝湔𧒄<E6B994><F0A79284>辣30憭拙<E686AD><E68B99>芸𢆡<E88AB8>𣳇膄嚗?
<EFBFBD>?**<2A>𥕦遣RAM閫坿𠧧嚗<F0A0A7A7>綫<EFBFBD>琜<EFBFBD>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- RAM霈輸䔮<E8BCB8>批<EFBFBD> > 閫坿𠧧 > <20>𥕦遣閫坿𠧧
- 閫坿𠧧蝐餃<E89D90>嚗𡁏芦<F0A1818F>𡁏<EFBFBD><F0A1818F>∟<EFBFBD><E2889F>?- <20>𦯀縑<F0A6AF80>滚𦛚嚗锭AE
- 閫坿𠧧<E59DBF>滨妍嚗鋫liyunSAEDefaultRole
- <20><><EFBFBD>蝑𣇉裦嚗鋫liyunOSSFullAccess
- <20>𩤃<EFBFBD> 雿輻鍂RAM閫坿𠧧瘥𨀞ccessKey<65>游<EFBFBD><E6B8B8>?
<EFBFBD>?**霈啣<E99C88>OSS<53>滨蔭靽⊥<E99DBD>**
- Bucket<65>滨妍嚗惨iclinical-data-prod
- <20>啣<EFBFBD>嚗䬙n-hangzhou
- <20><><EFBFBD>Endpoint嚗駅ss-cn-hangzhou-internal.aliyuncs.com
- AccessKey ID嚗𡄯<E59A97>憒<EFBFBD><E68692>銝滨鍂RAM閫坿𠧧嚗?- AccessKey Secret嚗𡄯<E59A97>憒<EFBFBD><E68692>銝滨鍂RAM閫坿𠧧嚗?
---
### 1.5 ACR摰孵膥<E5ADB5>𨅯<EFBFBD>隞枏<E99A9E><E69E8F>滨蔭
<EFBFBD>?**<2A>𥕦遣<F0A595A6>賢<EFBFBD>蝛粹𡢿**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- 摰孵膥<E5ADB5>𨅯<EFBFBD><F0A885AF>滚𦛚 > <20>賢<EFBFBD>蝛粹𡢿 > <20>𥕦遣<F0A595A6>賢<EFBFBD>蝛粹𡢿
- <20>賢<EFBFBD>蝛粹𡢿嚗惨iclinical
- 蝐餃<E89D90>嚗𡁶<E59A97><F0A181B6>?
<EFBFBD>?**<2A>滨蔭霈輸䔮<E8BCB8>剛<EFBFBD>**
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- 摰孵膥<E5ADB5>𨅯<EFBFBD><F0A885AF>滚𦛚 > 霈輸䔮<E8BCB8>剛<EFBFBD> > 霈曄蔭<E69B84>箏<EFBFBD>撖<EFBFBD><E69296>
- <20>冽<EFBFBD><E586BD>㵪<EFBFBD>嚗<EFBFBD>燵<EFBFBD>䔶<EFBFBD>韐血噡嚗?- 撖<><E69296>嚗𡄯<E59A97>霈曄蔭銝<E894AD>銝芸撩撖<E692A9><E69296>嚗?- 霈啣<E99C88><E595A3>餃<EFBFBD><E9A483>賭誘嚗? ```bash
docker login --username=your-account registry.cn-hangzhou.aliyuncs.com
```
---
## <20>嗆挾2嚗𡁏瓲敹<E793B2><E695B9><EFBFBD>⊿<EFBFBD>蝵莎<E89DB5>Day 1銝见<E98A9D>嚗?
### 2.1 Node.js<6A>𡒊垢<F0A1928A>函蔡
<EFBFBD>?**<2A>砍𧑐隞<F0A79190><E99A9E><EFBFBD><EFBFBD><EFBFBD>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- 蝖桐<E89D96>隞<EFBFBD><E99A9E><EFBFBD><EFBFBD><EFBFBD>堆<EFBFBD>`git pull origin main`
- 摰㕑<E691B0>靘肽<E99D98>嚗䫤cd backend && npm install`
- 蝻𤥁<E89DBB>隞<EFBFBD><E99A9E>嚗䫤npm run build`
- 撉諹<E69289>蝻𤥁<E89DBB>嚗䫤ls dist/` 摨磰砲<E7A3B0>厩<EFBFBD>霂穃<E99C82><E7A983><EFBFBD>S<EFBFBD><53>辣
<EFBFBD>?**Prisma<6D>滚<EFBFBD><E6BB9A>峕郊嚗<E9838A><E59A97>閬<EFBFBD><E996AC>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- 餈墧𦻖RDS嚗峕<E59A97>銵䕘<E98AB5>
```bash
cd backend
# 靽格㺿 .env 銝摧DS餈墧𦻖
DATABASE_URL=postgresql://aiclinical_rw:password@rm-xxxxx.pg.rds.aliyuncs.com:5432/ai_clinical_research
# <20>滚<EFBFBD><E6BB9A>峕郊
npx prisma db pull
# <20><><EFBFBD>Prisma Client
npx prisma generate
```
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`05-Node.js<6A>𡒊垢-SAE摰孵膥<E5ADB5>函蔡<E587BD><E894A1><EFBFBD>.md` 蝚?<3F>?
<EFBFBD>?**靽格㺿HTTP Client頞<74>𧒄<EFBFBD>滨蔭**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- 蝻𤥁<E89DBB> `backend/src/common/http/httpClient.ts`
- 霈曄蔭timeout: 120000嚗?20蝘𡜐<E89D98>
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**靽格㺿Dify Client摰寥<E691B0>憭<EFBFBD><E686AD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- 蝻𤥁<E89DBB> `backend/src/common/rag/DifyClient.ts`
- 瘛餃<E7989B>銝湔𧒄Key摰寥<E691B0><E5AFA5>餉<EFBFBD>
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**<2A><>遣Docker<65>𨅯<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
cd backend
docker build -t backend:v1.0.0 .
```
- 撉諹<E69289><E8ABB9>𨅯<EFBFBD>嚗䫤docker images | grep backend`
<EFBFBD>?**<2A>砍𧑐瘚贝<E7989A><E8B49D>𨅯<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
docker run -p 3001:3001 \
-e DATABASE_URL="postgresql://..." \
-e NODE_ENV=production \
backend:v1.0.0
```
- 瘚贝<E7989A><E8B49D>亙熒璉<E78692><E79289>伐<EFBFBD>`curl http://localhost:3001/health`
<EFBFBD>?**<2A>券<EFBFBD><E588B8><EFBFBD>ACR**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- ```bash
docker tag backend:v1.0.0 registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:v1.0.0
docker push registry.cn-hangzhou.aliyuncs.com/aiclinical/backend:v1.0.0
```
<EFBFBD>?**<2A>𥕦遣SAE摨𠉛鍂**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- SAE<41>批<EFBFBD><E689B9>?> 摨𠉛鍂<F0A0899B>𡑒” > <20>𥕦遣摨𠉛鍂
- 摨𠉛鍂<F0A0899B>滨妍嚗惨iclinical-backend
- <20>函蔡<E587BD>孵<EFBFBD>嚗𡁜捆<F0A1819C>券<EFBFBD><E588B8>?- <20>𨅯<EFBFBD><F0A885AF>啣<EFBFBD>嚗鬏egistry.cn-hangzhou.aliyuncs.com/aiclinical/backend:v1.0.0
- VPC嚗惨iclinical-vpc-prod
- 鈭斗揢<E69697>綽<EFBFBD>aiclinical-vsw-prod
- 摰硺<E691B0>閫<EFBFBD>聢嚗?<3F>?GB
- 摰硺<E691B0><E7A1BA>圈<EFBFBD>嚗𡁏<E59A97>撠?嚗峕<E59A97>憭?0
- <20>亙熒璉<E78692><E79289>伐<EFBFBD>HTTP /health
<EFBFBD>?**<2A>滨蔭<E6BBA8>臬<EFBFBD><E887AC>㗛<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>殷<EFBFBD>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- SAE摨𠉛鍂霂行<E99C82> > <20>臬<EFBFBD><E887AC>㗛<EFBFBD>
- 敹<><E695B9><EFBFBD>㗛<EFBFBD>嚗? ```bash
# <20>唳旿摨? DATABASE_URL=postgresql://aiclinical_rw:password@rm-xxxxx.pg.rds.aliyuncs.com:5432/ai_clinical_research?connection_limit=10&pool_timeout=10
# OSS
STORAGE_TYPE=oss
OSS_REGION=cn-hangzhou
OSS_BUCKET=aiclinical-data-prod
OSS_ACCESS_KEY_ID=LTAI5***
OSS_ACCESS_KEY_SECRET=***
# 蝻枏<E89DBB>/<2F>笔<EFBFBD>嚗㇊ostgres-Only嚗? CACHE_TYPE=postgres
QUEUE_TYPE=pgboss
# Dify嚗<79><E59A97>儭?銝湔𧒄<E6B994>潘<EFBFBD>
DIFY_API_URL=http://172.16.x.x/v1
DIFY_API_KEY=temp_placeholder_will_update_later
# Python敺格<E695BA><E6A0BC>∴<EFBFBD>蝔滚<E89D94>憛怠<E6869B>嚗? EXTRACTION_SERVICE_URL=http://172.16.x.x:8000 # <20>𩤃<EFBFBD> 雿輻鍂Python<6F>滚𦛚<E6BB9A><F0A69B9A><EFBFBD>蝵飡P嚗<50><E59A97>SAE<41>批<EFBFBD><E689B9>啗繮<E59597>吔<EFBFBD>
# LLM API
DEEPSEEK_API_KEY=sk-***
# <20>嗡<EFBFBD>
NODE_ENV=production
PORT=3001
JWT_SECRET=嚗<><E59A97><EFBFBD>𣂷<EFBFBD>銝芸撩撖<E692A9>𤨎嚗? ```
<EFBFBD>?**<2A>函蔡摨𠉛鍂**
- <20>梧<EFBFBD> 5<><35><EFBFBD>嚗<EFBFBD><E59A97>敺<EFBFBD><E695BA>蝵?0<><30><EFBFBD>嚗?- SAE<41>批<EFBFBD><E689B9>?> <20>函蔡
- 蝑匧<E89D91>摰硺<E691B0><E7A1BA>臬𢆡
- <20>亦<EFBFBD><E4BAA6>亙<EFBFBD>嚗𡁜<E59A97>霂亦<E99C82><E4BAA6>?<3F>唳旿摨栞<E691A8><E6A09E>交<EFBFBD><E4BAA4>?
<EFBFBD>?**撉諹<E69289><E8ABB9>𡒊垢<F0A1928A>滚𦛚**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- ```bash
# <20>亙熒璉<E78692><E79289>? curl http://aiclinical-backend.sae:3001/health
# 摨磰砲餈𥪜<E9A488> 200 OK
# 瘚贝<E7989A><E8B49D>冽<EFBFBD>瘜典<E7989C>
curl -X POST http://aiclinical-backend.sae:3001/api/v1/auth/register \
-H "Content-Type: application/json" \
-d '{"email":"test@example.com","password":"Test123456","name":"瘚贝<E7989A><E8B49D>冽<EFBFBD>"}'
# 摨磰砲餈𥪜<E9A488> 200 OK
```
---
### 2.2 Python敺格<E695BA><E6A0BC>⊿<EFBFBD>蝵?
<EFBFBD>?**<2A>砍𧑐隞<F0A79190><E99A9E><EFBFBD><EFBFBD><EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- `cd extraction_service`
- 蝖桐<E89D96>requirements.txt甇<74>＆
<EFBFBD>?**靽格㺿Dockerfile嚗Áorkers<72>𣂼<EFBFBD>嚗?*
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- 蝻𤥁<E89DBB> `extraction_service/Dockerfile`
- CMD霈曄蔭workers=2
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**<2A><>遣Docker<65>𨅯<EFBFBD>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>嚗㇊ython<6F>𨅯<EFBFBD>颲<EFBFBD>之嚗?- ```bash
cd extraction_service
docker build -t python-service:v1.0.0 .
```
<EFBFBD>?**<2A>砍𧑐瘚贝<E7989A><E8B49D>𨅯<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
docker run -p 8000:8000 python-service:v1.0.0
curl http://localhost:8000/health
```
<EFBFBD>?**<2A>券<EFBFBD><E588B8><EFBFBD>ACR**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
docker tag python-service:v1.0.0 registry.cn-hangzhou.aliyuncs.com/aiclinical/python-service:v1.0.0
docker push registry.cn-hangzhou.aliyuncs.com/aiclinical/python-service:v1.0.0
```
<EFBFBD>?**<2A>𥕦遣SAE摨𠉛鍂**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- 摨𠉛鍂<F0A0899B>滨妍嚗惨iclinical-python-service
- <20>𨅯<EFBFBD>嚗鬏egistry.cn-hangzhou.aliyuncs.com/aiclinical/python-service:v1.0.0
- 摰硺<E691B0>閫<EFBFBD>聢嚗?<3F>?GB嚗<42><E59A97>儭?銝滩<E98A9D>雿𦒘<E99BBF>2GB嚗?- 摰硺<E691B0><E7A1BA>圈<EFBFBD>嚗𡁏<E59A97>撠?嚗峕<E59A97>憭?
<EFBFBD>?**<2A>滨蔭<E6BBA8>臬<EFBFBD><E887AC>㗛<EFBFBD>**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- ```bash
OSS_REGION=cn-hangzhou
OSS_BUCKET=aiclinical-data-prod
OSS_ACCESS_KEY_ID=***
OSS_ACCESS_KEY_SECRET=***
```
<EFBFBD>?**<2A>函蔡撟園<E6929F>霂?*
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- <20>函蔡摨𠉛鍂
- 瘚贝<E7989A>嚗䫤curl http://172.16.x.x:8000/health`嚗<EFBFBD>蝙<EFBFBD>典<EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝵飡P嚗?
---
### 2.3 <20>滨垢<E6BBA8>函蔡
<EFBFBD>?**<2A>砍𧑐隞<F0A79190><E99A9E><EFBFBD><EFBFBD><EFBFBD>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- `cd frontend-v2`
- `npm install`
- `npm run build`
<EFBFBD>?**靽格㺿nginx.conf嚗<66><E59A97>隞嗅之撠誯<E692A0><E8AAAF>塚<EFBFBD>**
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- 蝻𤥁<E89DBB> `frontend-v2/nginx.conf.template`
- 瘛餃<E7989B> `client_max_body_size 50M;`
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**<2A><>遣Docker<65>𨅯<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
cd frontend-v2
docker build -t frontend:v1.0.0 .
```
<EFBFBD>?**<2A>券<EFBFBD><E588B8><EFBFBD>ACR**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- ```bash
docker tag frontend:v1.0.0 registry.cn-hangzhou.aliyuncs.com/aiclinical/frontend:v1.0.0
docker push registry.cn-hangzhou.aliyuncs.com/aiclinical/frontend:v1.0.0
```
<EFBFBD>?**<2A>𥕦遣SAE摨𠉛鍂**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- 摨𠉛鍂<F0A0899B>滨妍嚗惨iclinical-frontend
- <20>𨅯<EFBFBD>嚗鬏egistry.cn-hangzhou.aliyuncs.com/aiclinical/frontend:v1.0.0
- 摰硺<E691B0>閫<EFBFBD>聢嚗?.5<EFBFBD>?GB
- 摰硺<E691B0><E7A1BA>圈<EFBFBD>嚗?
<EFBFBD>?**<2A>滨蔭<E6BBA8>臬<EFBFBD><E887AC>㗛<EFBFBD>**
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- ```bash
BACKEND_SERVICE_HOST=aiclinical-backend.sae
BACKEND_SERVICE_PORT=3001
```
<EFBFBD>?**<2A>函蔡撟園<E6929F>霂?*
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- <20>函蔡摨𠉛鍂
- 瘚讛<E7989A><E8AE9B>刻挪<E588BB>殷<EFBFBD>http://<2F>滨垢<E6BBA8>祉<EFBFBD><E7A589>啣<EFBFBD>
- 摨磰砲<E7A3B0>见<EFBFBD><E8A781>餃<EFBFBD>憿菟𢒰
---
## <20>嗆挾3嚗鋽ify<66>滚𦛚<E6BB9A>函蔡嚗㇄ay 2銝𠰴<E98A9D>嚗?
### 3.1 ECS<43>滚𦛚<E6BB9A>典<EFBFBD>憭?
<EFBFBD>?**<2A>𥕦遣ECS摰硺<E691B0>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>嚗<EFBFBD><E59A97>敺<EFBFBD><E695BA>撱?<3F><><EFBFBD>嚗?- ECS<43>批<EFBFBD><E689B9>?> <20>𥕦遣摰硺<E691B0>
- 摰硺<E691B0>閫<EFBFBD>聢嚗塄cs.c6.xlarge嚗?<3F>?GB嚗?- <20>𨅯<EFBFBD>嚗䦧buntu 22.04
- VPC嚗惨iclinical-vpc-prod
- 鈭斗揢<E69697>綽<EFBFBD>aiclinical-vsw-prod
- 摰匧<E691B0>蝏<EFBFBD><E89D8F>aiclinical-sg-prod
- <20>祉<EFBFBD>IP嚗𡁜<E59A97><F0A1819C>㵪<EFBFBD><E3B5AA>其<EFBFBD>蝞∠<E89D9E><E288A0>㷉ify霈輸䔮嚗?- 霈啣<E99C88><E595A3>祉<EFBFBD>IP嚗噔_______________
<EFBFBD>?**SSH<53>餃<EFBFBD>ECS**
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- ```bash
ssh root@ECS<43>祉<EFBFBD>IP
```
<EFBFBD>?**摰㕑<E691B0>Docker**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
curl -fsSL https://get.docker.com | bash
systemctl start docker
systemctl enable docker
docker --version
```
<EFBFBD>?**摰㕑<E691B0>Docker Compose**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- ```bash
curl -L "https://github.com/docker/compose/releases/download/v2.20.0/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
chmod +x /usr/local/bin/docker-compose
docker-compose --version
```
<EFBFBD>?**<2A>滨蔭Swap嚗<70>俈甇㏕OM嚗?*
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
fallocate -l 4G /swapfile
chmod 600 /swapfile
mkswap /swapfile
swapon /swapfile
echo '/swapfile none swap sw 0 0' >> /etc/fstab
swapon --show
```
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`03-Dify-ECS<43>函蔡摰<E894A1><E691B0><EFBFBD><EFBFBD><EFBFBD>.md` 蝚?<3F>?
---
### 3.2 Dify<66>函蔡
<EFBFBD>?**銝贝蝸Dify**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
cd /opt
git clone https://github.com/langgenius/dify.git
cd dify/docker
```
<EFBFBD>?**靽格㺿docker-compose.yaml嚗<6C>垢<EFBFBD><E59EA2><EFBFBD><EFBFBD>剁<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- 蝻𤥁<E89DBB> `docker-compose.yaml`
- Redis蝡臬藁嚗䫤127.0.0.1:6379:6379`
- Weaviate蝡臬藁嚗䫤127.0.0.1:8080:8080`
- <20>𩤃<EFBFBD> <20>芣<EFBFBD>Nginx撖孵<E69296>嚗?0蝡臬藁嚗?- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**<2A>滨蔭.env<6E><76>辣**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- ```bash
cp .env.example .env
vi .env
```
- <20>喲睸<E596B2>滨蔭嚗? ```bash
# Redis
REDIS_HOST=redis
REDIS_PORT=6379
# PostgreSQL
DB_HOST=db
DB_PORT=5432
DB_DATABASE=dify
DB_USERNAME=postgres
DB_PASSWORD=嚗<><E59A97><EFBFBD>𣂼撩撖<E692A9><E69296>嚗?
# Weaviate
WEAVIATE_ENDPOINT=http://weaviate:8080
# <20>嗡<EFBFBD>
SECRET_KEY=嚗<><E59A97><EFBFBD>𣂼撩撖<E692A9>𤨎嚗? ```
<EFBFBD>?**<2A>臬𢆡Dify**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>嚗<EFBFBD><E59A97>甈∪鍳<E288AA>券<EFBFBD>閬<EFBFBD><E996AC><EFBFBD>㚚<EFBFBD><E39A9A>𧶏<EFBFBD>
- ```bash
docker-compose up -d
docker-compose logs -f
# 蝑匧<E89D91><E58CA7><EFBFBD><EFBFBD>㗇<EFBFBD><E39787>∪鍳<E288AA>剁<EFBFBD>蝥?-3<><33><EFBFBD>嚗? ```
<EFBFBD>?**撉諹<E69289>Dify<66>滚𦛚**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- 瘚讛<E7989A><E8AE9B>刻挪<E588BB>殷<EFBFBD>http://ECS<43>祉<EFBFBD>IP
- 摨磰砲<E7A3B0>见<EFBFBD>Dify甈Ｚ<E79488>憿菟𢒰
---
### 3.3 Dify<66>滨蔭
<EFBFBD>?**瘜典<E7989C>蝞∠<E89D9E><E288A0>䁅揭<E48185>?*
- <20>梧<EFBFBD> 2<><32><EFBFBD>
- 擐𡝗活霈輸䔮隡𡁏<E99AA1>蝷箸釣<E7AEB8>?- <20>桃拳嚗惨dmin@your-company.com
- 撖<><E69296>嚗𡄯<E59A97>撘箏<E69298><E7AE8F><EFBFBD><EFBFBD>
<EFBFBD>?**<2A>𥕦遣API Key**
- <20>梧<EFBFBD> 3<><33><EFBFBD>
- <20>餃<EFBFBD>Dify
- 霈曄蔭 > API撖<49>𤨎 > <20>𥕦遣撖<E981A3>𤨎
- <20>滨妍嚗鋳ackend Service
- 憭滚<E686AD>API Key嚗惨pp-xxxxxxxxxxxxxxxxxxxxx
- <20>𩤃<EFBFBD> 憒亙<E68692>靽嘥<E99DBD>嚗<EFBFBD>蘨<EFBFBD>曄內銝<E585A7>甈?
<EFBFBD>?**<2A>湔鰵<E6B994>𡒊垢<F0A1928A>臬<EFBFBD><E887AC>㗛<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- SAE<41>批<EFBFBD><E689B9>?> aiclinical-backend > <20>臬<EFBFBD><E887AC>㗛<EFBFBD>
- 靽格㺿嚗? ```bash
DIFY_API_URL=http://172.16.x.x/v1 # ECS<43><53><EFBFBD>IP
DIFY_API_KEY=app-xxxxxxxxxxxxxxxxxxxxx # <20>笔<EFBFBD>Key
```
- 靽嘥<E99DBD> > <20>滚鍳摨𠉛鍂
<EFBFBD>?**瘚贝<E7989A>PKB<4B>蠘<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- ```bash
# <20>𥕦遣<F0A595A6>亥<EFBFBD>摨? curl -X POST http://<2F>滨垢<E6BBA8>啣<EFBFBD>/api/v1/pkb/knowledge-bases \
-H "Authorization: Bearer USER_TOKEN" \
-d '{"name":"瘚贝<E7989A><E8B49D>亥<EFBFBD>摨?}'
# 摨磰砲餈𥪜<E9A488> 200 OK
```
---
## <20>嗆挾4嚗𡁶垢<F0A181B6>啁垢瘚贝<E7989A>嚗㇄ay 2銝见<E98A9D>嚗?
### 4.1 <20>蠘<EFBFBD>瘚贝<E7989A>
<EFBFBD>?**<2A>冽<EFBFBD>瘜典<E7989C>/<2F>餃<EFBFBD>**
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- <20>滨垢瘜典<E7989C><E585B8>啁鍂<E59581>?- <20>餃<EFBFBD><E9A483>𣂼<EFBFBD>
<EFBFBD>?**AI撖寡<E69296>嚗㇁IA璅∪<E79285>嚗?*
- <20>梧<EFBFBD> 5<><35><EFBFBD>
- <20>𥕦遣憿寧𤌍
- <20>𤏸絲撖寡<E69296>
- 撉諹<E69289>DeepSeek API靚<49>鍂<EFBFBD>𣂼<EFBFBD>
<EFBFBD>?**<2A>亥<EFBFBD>摨橒<E691A8>PKB璅∪<E79285>嚗?*
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- <20>𥕦遣<F0A595A6>亥<EFBFBD>摨?- 銝𠹺<E98A9D>PDF<44><46>﹝
- 撉諹<E69289>Dify憭<79><E686AD><EFBFBD>𣂼<EFBFBD>
<EFBFBD>?**<2A><>讃蝑偦<E89D91>㚁<EFBFBD>ASL璅∪<E79285>嚗?*
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- <20>𥕦遣蝑偦<E89D91>厰★<E58EB0>?- 銝𠹺<E98A9D>PDF
- 撉諹<E69289>Python<6F>滚𦛚閫<F0A69B9A><E996AB><EFBFBD>𣂼<EFBFBD>
<EFBFBD>?**<2A>唳旿皜<E697BF><E79A9C>嚗㇄C璅∪<E79285>嚗?*
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- 銝𠹺<E98A9D>Excel
- <20>扯<EFBFBD>皜<EFBFBD><E79A9C>
- 撉諹<E69289>Polars憭<73><E686AD><EFBFBD>𣂼<EFBFBD>
---
### 4.2 <20>扯<EFBFBD>瘚贝<E7989A>
<EFBFBD>?**<2A>滚<EFBFBD><E6BB9A>園𡢿**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- API<50>滚<EFBFBD><E6BB9A>園𡢿 < 2蝘?- 憿菟𢒰<E88F9F>㰘蝸<E3B098>園𡢿 < 3蝘?
<EFBFBD>?**撟嗅<E6929F>瘚贝<E7989A>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- 雿輻鍂Apache Bench<63>銺Meter
- 璅⊥<E79285>10銝芸僎<E88AB8>𤑳鍂<F0A491B3>?- 撉諹<E69289><E8ABB9>𣳇<EFBFBD>霂?
---
### 4.3 <20>烐綉<E78390>滨蔭
<EFBFBD>?**<2A>滨蔭<E6BBA8>亙<EFBFBD><E4BA99>園<EFBFBD>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- SAE<41>芸𢆡<E88AB8>園<EFBFBD>stdout/stderr
- 撉諹<E69289><E8ABB9>亙<EFBFBD><E4BA99>舀䰻<E88880>?
<EFBFBD>?**<2A>滨蔭<E6BBA8>𡃏郎閫<E9838E><E996AB>**
- <20>梧<EFBFBD> 15<31><35><EFBFBD>
- 鈭𤑳<E988AD><F0A491B3>?> <20>𡃏郎閫<E9838E><E996AB>
- CPU > 70%
- <20><><EFBFBD> > 80%
- <20>躰秤<E8BAB0>亙<EFBFBD> > 10<31>?<3F><><EFBFBD>
---
## <20>嗆挾5嚗帋<E59A97><E5B88B>碶<EFBFBD><E7A2B6><EFBFBD>﹝嚗㇄ay 3嚗?
### 5.1 <20>舫<EFBFBD>劐<EFBFBD><E58A90>?
<EFBFBD>?**<2A>滨蔭SSH<53>折<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>睲噶<E79DB2>抬<EFBFBD>**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**摰䂿緵OSS蝑曉<E89D91>URL嚗<4C><E59A97><EFBFBD>剁<EFBFBD>**
- <20>梧<EFBFBD> 30<33><30><EFBFBD>
- <20><> <20><><EFBFBD><EFBFBD><EFBFBD>`07-<2D>喲睸<E596B2>滨蔭銵亙<E98AB5>霂湔<E99C82>.md` 蝚?<3F>?
<EFBFBD>?**<2A>滨蔭<E6BBA8>笔<EFBFBD>嚗<EFBFBD>虾<EFBFBD>㚁<EFBFBD>**
- <20>梧<EFBFBD> 30<33><30><EFBFBD>
- 韐凋僭<E5878B>笔<EFBFBD>
- <20>滨蔭DNS閫<53><E996AB>
- <20>滨蔭HTTPS霂<53>髡
---
### 5.2 <20><>﹝<EFBFBD>渡<EFBFBD>
<EFBFBD>?**霈啣<E99C88><E595A3>滨蔭靽⊥<E99DBD>**
- <20>梧<EFBFBD> 20<32><30><EFBFBD>
- <20>𥕦遣 `<EFBFBD>函蔡<EFBFBD>滨蔭皜<EFBFBD><EFBFBD>.xlsx`
- 霈啣<E99C88><E595A3><EFBFBD><EFBFBD>匧<EFBFBD><E58CA7><EFBFBD><EFBFBD><EFBFBD>𧑐<EFBFBD><F0A79190><EFBFBD><EFBFBD>ey
<EFBFBD>?**憭<>遢<EFBFBD>滨蔭<E6BBA8><E894AD>辣**
- <20>梧<EFBFBD> 10<31><30><EFBFBD>
- Dify<66>?`.env` <20>?`docker-compose.yaml`
- 銝𠹺<E98A9D><F0A0B9BA>啁<EFBFBD><E59581>滝it隞枏<E99A9E><E69E8F>硋<EFBFBD>撖<EFBFBD><E69296><EFBFBD>?
<EFBFBD>?**蝻硋<E89DBB>餈鞟輕<E99E9F>见<EFBFBD>**
- <20>梧<EFBFBD> 30<33><30><EFBFBD>
- <20>亙虜<E4BA99>滢<EFBFBD>瘚<EFBFBD><E7989A>
- <20><><EFBFBD>憭<EFBFBD><E686AD>瘚<EFBFBD><E7989A>
- <20>𠉛頂鈭箔縑<E7AE94>?
---
## <20>餌<EFBFBD>
### <20>園𡢿蝏蠘恣
| <20>嗆挾 | 憸<>恣<EFBFBD>園𡢿 | 摰鮋<E691B0><E9AE8B>園𡢿 |
|------|---------|---------|
| <20>嗆挾1嚗𡁜抅蝖<E68A85>霈暹鴌 | 2撠𤩺𧒄 | _______ |
| <20>嗆挾2嚗𡁏瓲敹<E793B2><E695B9><EFBFBD>?| 2撠𤩺𧒄 | _______ |
| <20>嗆挾3嚗鋽ify<66>滚𦛚 | 1撠𤩺𧒄 | _______ |
| <20>嗆挾4嚗𡁏<E59A97>霂?| 1撠𤩺𧒄 | _______ |
| <20>嗆挾5嚗帋<E59A97><E5B88B>?| <20>舫<EFBFBD>?| _______ |
| **<EFBFBD>餉恣** | **6撠𤩺𧒄** | _______ |
### <20>鞉𧋦蝏蠘恣
| <20>滚𦛚 | 閫<>聢 | <20><><EFBFBD><EFBFBD>?|
|------|------|--------|
| SAE<41>滨垢 | 0.5<EFBFBD>?GB<47>1 | 瞼50 |
| SAE<41>𡒊垢 | 1<>?GB<47>2 | 瞼200 |
| SAE Python | 1<>?GB<47>1 | 瞼100 |
| RDS PostgreSQL | 2<>?GB | 瞼400 |
| ECS Dify | 4<>?GB | 瞼300 |
| OSS | 50GB | 瞼10 |
| NAT蝵穃<E89DB5> | 撠誩<E692A0>+EIP | 瞼100 |
| **<EFBFBD>餉恣** | - | **瞼1,160/<2F>?* |
### 銝衤<E98A9D>甇?
<EFBFBD>?閫<><E996AB>7憭拍迅摰𡁏<E691B0>?<3F>?<3F>寞旿<E5AF9E>烐綉<E78390>唳旿靚<E697BF>㟲韏<E39FB2><E99F8F>
<EFBFBD>?<3F><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>瞍𠉛<E79E8D>
<EFBFBD>?蝻硋<E89DBB><E7A18B>冽<EFBFBD><E586BD>见<EFBFBD>
---
**<EFBFBD>剖<EFBFBD>嚗<EFBFBD><EFBFBD>撌脩<EFBFBD>摰峕<EFBFBD>鈭<EFBFBD><EFBFBD>0<EFBFBD>?<3F><><EFBFBD>蝵莎<E89DB5>** <20><>
**<EFBFBD><EFBFBD>﹝<EFBFBD>𥕦遣鈭綽<EFBFBD>** AI<41>拇<EFBFBD>
**<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD>** 2025-12-14
**<EFBFBD><EFBFBD>𧋦嚗?* v1.0
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