[Mete Atamel] Google Assistant powered by Containers, Machine Learning and .NET on Google Cloud

Presentation from GDG DevFest Ukraine 2018 - the biggest community-driven Google tech conference in the CEE.

Learn more at: https://devfest.gdg.org.ua

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What does it take to connect a Google Home device to a .NET container running in the cloud? Surprisingly, not much! In this talk, we will use Dialogflow to setup a Google Home device to talk to a .NET container managed by Kubernetes Engine. We will take a look at some of the Google Cloud services such as Machine Learning APIs, BigQuery and see how they can elevate our Google Home app to the next level.

Transcript

1. Confidential & Proprietary
   Google Home meets .NET Containers
   Powered by Google Cloud
   Mete Atamel
   Developer Advocate at Google
   @meteatamel
   https://github.com/GoogleCloudPlatform/dotnet-docs-samples/tree/master/applications/
   googlehome-meets-dotnetcontainers
   

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2. 2
   Google
   Home Google
   Assistant
   Dialogflow
   (Actions on
   Google)
   ASP.NET Core App
   App
   Engine/GKE
   Vision API BigQuery
   Stackdriver
   Search
   HTTPS
   

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3. Dialogflow
   Voice driven apps with Dialogflow
   

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4. Confidential & Proprietary
   developer platform
   natural rich
   experiences
   

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5. Confidential & Proprietary
   

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6. Confidential & Proprietary
   Build Actions on Google (AoG)
   ●
   ●
   

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7. Confidential & Proprietary
   Dialogflow
   

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8. Containers on Google Cloud
   App Engine Flex and Google Kubernetes Engine (GKE)
   

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9. 9
   Google
   Home Google
   Assistant
   Dialogflow
   ASP.NET Core App
   App
   Engine/GKE
   Vision API BigQuery
   Stackdriver
   Search
   HTTPS
   

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10. 10
    Highly customisable Highly managed
    Compute
    Engine
    App Engine Cloud
    Functions
    Cloud
    Marketplace
    Cloud
    Build
    Container
    Registry
    Kubernetes Engine
    

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11. Confidential & Proprietary
    App Engine (flex)
    Deploy your container and let App Engine figure out how to scale it
    Dashboards
    Versioning
    Traffic splitting
    Autoscaling
    

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12. Confidential & Proprietary
    Kubernetes
    Κυβερνήτης means “governor”
    • Manages container clusters
    • Inspired and informed by Google’s internal
    container system called Borg
    • Supports multiple cloud and bare-metal
    environments
    • 100% Open source, written in Go
    Manage applications, not machines
    

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13. Confidential & Proprietary
    Compute Engine
    Full control: VMs for Linux and Windows Server
    App Engine
    Deploy your code and we scale it for you
    Cloud Functions
    A serverless platform for event-based microservices
    Google Kubernetes Engine (GKE)
    Kubernetes-as-a-service
    

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14. Machine Learning and Big Data
    Vision API, BigQuery
    

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15. Use pre-trained models Create & serve your custom
    models
    

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17. 17
    Google
    Assistant
    Dialogflow
    ASP.NET Core App
    App
    Engine/GKE
    Vision API BigQuery
    Stackdriver
    Search
    HTTPS
    Google
    Home
    

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18. Confidential & Proprietary
    BigQuery = Massively Parallel Processing query
    with the petabit network and thousands of servers
    SQL Query
    Petabit Network
    BigQuery
    Storage Compute
    Streaming Ingest
    Fast Batch Load
    

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19. 19
    Google
    Assistant
    Dialogflow
    ASP.NET Core App
    App
    Engine/GKE
    Vision API BigQuery
    Stackdriver
    Search
    HTTPS
    Google
    Home
    

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20. Maintaining your app: Stackdriver
    Monitoring, Logging, Debugging, Tracing
    

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21. Confidential & Proprietary
    Monitoring Logging
    Error Reporting Trace
    Debug
    SaaS package for monitoring,
    logging, and diagnostics that
    helps you gain insight into
    applications that run on Google
    Cloud Platform and Amazon
    Web Services™. .
    

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22. 22
    Google Home + ASP.NET Core + Kubernetes/GKE
    Google
    Assistant
    Dialogflow
    ASP.NET Core App
    Kubernetes
    Engine
    Vision API BigQuery
    Stackdriver
    Search
    HTTPS
    Google
    Home
    

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23. Confidential & Proprietary
    Thank you!
    Mete Atamel
    @meteatamel
    https://github.com/GoogleCloudPlatform/dotnet-docs-samples/tree/master/applications/
    googlehome-meets-dotnetcontainers
    

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