build-a-dialogue-model-based-on-Qwen-and-LangChain.yml

ROSTemplateFormatVersion: '2015-09-01'
Description:
  en: Build a dialogue model based on Qwen and LangChain.
  zh-cn: 基于通义千问和LangChain搭建对话模型。
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.*)'
Resources:
  RandomString:
    Type: ALIYUN::RandomString
    Properties:
      length: 8
      character_classes:
        - class: lowercase
          min: 1
        - class: digits
          min: 1
  EnablePAI:
    Type: ALIYUN::ROS::AutoEnableService
    Properties:
      ServiceName: PAI
  Vpc:
    Type: ALIYUN::ECS::VPC
    DependsOn:
    - EnablePAI
    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: 22/22
          Priority: 1
          SourceCidrIp: 0.0.0.0/0
          IpProtocol: tcp
          NicType: internet
        - 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
  AliyunFCServerlessDevsRole:
    Type: ALIYUN::RAM::Role
    Properties:
      RoleName: AliyunFCServerlessDevsRole
      Description: 应用中心需要您的角色中包含应用所需策略，推荐创建并使用系统默认角色 AliyunFCServerlessDevsRole。
      AssumeRolePolicyDocument:
        Version: '1'
        Statement:
        - Action: sts:AssumeRole
          Effect: Allow
          Principal:
            Service:
            - fc.aliyuncs.com
      MaxSessionDuration: 3600
      IgnoreExisting: true
      DeletionForce: true
      PolicyAttachments:
        System:
        - AliyunNASFullAccess
        - AliyunFCFullAccess
        - AliyunFCServerlessDevsRolePolicy
        - AliyunOSSReadOnlyAccess
        - AliyunECSReadOnlyAccess
        - AliyunVPCReadOnlyAccess
        - AliyunLogReadOnlyAccess
  NasAccessGroup:
    Type: ALIYUN::NAS::AccessGroup
    Properties:
      AccessGroupType: Vpc
      AccessGroupName: 
        Fn::Sub: nas-access-group-${ALIYUN::StackId}
  NasMountTarget:
    Type: ALIYUN::NAS::MountTarget
    DependsOn:
    - NasAccessRule
    Properties:
      VpcId:
        Ref: Vpc
      VSwitchId:
        Ref: VSwitch
      NetworkType: Vpc
      AccessGroupName:
        Ref: NasAccessGroup
      FileSystemId:
        Ref: NasFileSystem
  NasAccessRule:
    Type: ALIYUN::NAS::AccessRule
    Properties:
      SourceCidrIp: 0.0.0.0/0
      AccessGroupName:
        Ref: NasAccessGroup
  FCApplication:
    Type: ALIYUN::FC::Application
    Properties:
      Name:
        Fn::Sub: start-nas-ui-${ALIYUN::StackId}
      RoleARN:
        Fn::GetAtt:
        - AliyunFCServerlessDevsRole
        - Arn
      Parameters:
        serviceName:
          Fn::Sub: nas-filemgr-${ALIYUN::StackId}
        functionName: kodbox
        region:
          Ref: ALIYUN::Region
        vpcId:
          Ref: Vpc
        vswitchId:
          Ref: VSwitch
        securityGroupId:
          Ref: SecurityGroup
        mountPointsServerAddr:
          Fn::GetAtt:
          - NasMountTarget
          - MountTargetDomain
      Template: start-nas-ui
      AutoDeploy: true
  Workspace:
    Type: ALIYUN::PAI::Workspace
    DependsOn:
    - EnablePAI
    Properties:
      EnvTypes:
        - dev
        - prod
      Description: Build a dialogue model based on Qwen and LangChain.
      WorkspaceName:
        Fn::Sub: qwen_demo_${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
        Label:
          default:
            en: Zone
            zh-cn: 可用区
      - Parameters:
          - PAIEASInstanceType
        Label:
          default:
            en: PAI-EAS
            zh-cn: PAI服务
    TemplateTags:
      - acs:technical-solution:AI:通义千问和LangChain搭建对话模型