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build-a-dialogue-model-based-on-Qwen-and-LangChain.yml
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ROSTemplateFormatVersion: '2015-09-01'
Description:
zh-cn: 创建VPC环境，配置安全组，搭建NFS文件系统，启用PAI服务，部署基于Qwen和LangChain的对话模型WebUI。
en: Create a VPC environment, configure security groups, set up an NFS file system,
enable PAI services, and deploy a conversation model WebUI based on Qwen and LangChain.
Parameters:
ZoneId:
Type: String
Label:
en: VSwitch Availability Zone
zh-cn: 可用区
Description:
en: Availability Zone ID
zh-cn: 可用区ID。
AssociationProperty: ZoneId
PAIEASInstanceType:
Type: String
Label:
en: PAI-EAS instance type.
zh-cn: PAI-EAS实例规格
Description:
en: PAI-EAS instance type.
zh-cn: PAI-EAS 使用的实例规格。
AllowedPattern: '(^ecs.*gn.*)|(^ml.*)'
AssociationProperty: ALIYUN::EAS::Instance::InstanceType
AssociationPropertyMetadata:
SubscriptionType: PayAsYouGo
Resources:
RandomString:
Type: ALIYUN::RandomString
Properties:
length: 8
character_classes:
- class: lowercase
min: 1
- class: digits
min: 1
Vpc:
Type: ALIYUN::ECS::VPC
Properties:
CidrBlock: 192.168.0.0/16
VSwitch:
Type: ALIYUN::ECS::VSwitch
Properties:
ZoneId:
Ref: ZoneId
VpcId:
Ref: Vpc
CidrBlock: 192.168.0.0/24
SecurityGroup:
Type: ALIYUN::ECS::SecurityGroup
Properties:
VpcId:
Ref: Vpc
SecurityGroupIngress:
- PortRange: 80/80
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
- PortRange: 443/443
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
- PortRange: 3389/3389
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
NasFileSystem:
Type: ALIYUN::NAS::FileSystem
Properties:
ProtocolType: NFS
FileSystemType: standard
StorageType: Performance
DeletionForce: true
ZoneId:
Ref: ZoneId
VpcId:
Ref: Vpc
VSwitchId:
Ref: VSwitch
NasAccessGroup:
Type: ALIYUN::NAS::AccessGroup
Properties:
AccessGroupType: Vpc
AccessGroupName:
Fn::Sub: nas-access-group-${ALIYUN::StackId}
NasMountTarget:
Type: ALIYUN::NAS::MountTarget
DependsOn:
- NasAccessRule
Properties:
VpcId:
Ref: Vpc
VSwitchId:
Ref: VSwitch
NetworkType: Vpc
AccessGroupName:
Ref: NasAccessGroup
FileSystemId:
Ref: NasFileSystem
NasAccessRule:
Type: ALIYUN::NAS::AccessRule
Properties:
SourceCidrIp: 0.0.0.0/0
AccessGroupName:
Ref: NasAccessGroup
Workspace:
Type: ALIYUN::PAI::Workspace
Properties:
EnvTypes:
- dev
- prod
Description: Build a dialogue model based on Qwen and LangChain.
WorkspaceName:
Fn::Sub: qwen_demo_${RandomString.value}
EAS:
Type: ALIYUN::PAI::Service
Properties:
ServiceConfig:
metadata:
name:
Fn::Sub: qwen_demo_${RandomString.value}
instance: 1
enable_webservice: 'true'
cloud:
computing:
instance_type:
Ref: PAIEASInstanceType
instances: Null
containers:
- image:
Fn::Sub:
- 'eas-registry-vpc.${Region}.cr.aliyuncs.com/pai-eas/chat-llm-webui:2.1'
- Region:
Ref: ALIYUN::Region
script: 'python webui/webui_server.py --port=8000 --model-path=Qwen/Qwen-7B-Chat'
port: 8000
DependsOn:
- Workspace
Outputs:
Namespace:
Description:
zh-cn: 服务所在的命名空间。
en: The namespace where the service resides.
Value:
Fn::GetAtt:
- EAS
- Namespace
Metadata:
ALIYUN::ROS::Interface:
ParameterGroups:
- Parameters:
- ZoneId
- PAIEASInstanceType
TemplateTags:
- acs:technical-solution:AI:通义千问和LangChain搭建对话模型
ALIYUN::ROS::Composer:
2d11b8c0:
Rect:
- 710
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- -185
- 62
- 1
- 0
ResT: Composer::ROSParameter::AlibabaCloud
0c8dc2fb:
Parent: 2d11b8c0
Rect:
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- 2
- 0
ResT: Composer::ROSParameter::Region
71af4092:
Res:
- RandomString
Parent: 0c8dc2fb
Rect:
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Label: RandomString_undefined
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Res:
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Parent: 0c8dc2fb
Rect:
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Res:
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Parent: 0c8dc2fb
Rect:
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Res:
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Parent: 0c8dc2fb
Rect:
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Res:
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Parent: 0c8dc2fb
Rect:
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- 0
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Res:
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Parent: 0c8dc2fb
Rect:
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00e1a936:
Res:
- VSwitch
Parent: 4e6a1298
Rect:
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b82a2358:
Res:
- NasFileSystem
Parent: 00e1a936
Rect:
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063202db:
Res:
- NasMountTarget
Parent: 00e1a936
Rect:
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ddcb1dc4:
Parent: 0c8dc2fb
Edge:
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Line: 0:0:0:gray:0
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Line: 0:0:0:gray:0
b04ded57:
Res:
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Parent: 4e6a1298
Rect:
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