[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
2. 2 Google Home Google Assistant Dialogflow (Actions on Google) ASP.NET Core App App Engine/GKE Vision API BigQuery Stackdriver Search HTTPS
3. Dialogflow Voice driven apps with Dialogflow
4. Confidential & Proprietary developer platform natural rich experiences
5. Confidential & Proprietary
6. Confidential & Proprietary Build Actions on Google (AoG) • •
7. Confidential & Proprietary Dialogflow
8. Containers on Google Cloud App Engine Flex and Google Kubernetes Engine (GKE)
9. 9 Google Home Google Assistant Dialogflow ASP.NET Core App App Engine/GKE Vision API BigQuery Stackdriver Search HTTPS
10. 10 Highly customisable Highly managed Compute Engine App Engine Cloud Functions Cloud Marketplace Cloud Build Container Registry Kubernetes Engine
11. Confidential & Proprietary App Engine (flex) Deploy your container and let App Engine figure out how to scale it Dashboards Versioning Traffic splitting Autoscaling
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
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
14. Machine Learning and Big Data Vision API, BigQuery
15. Use pre-trained models Create & serve your custom models
17. 17 Google Assistant Dialogflow ASP.NET Core App App Engine/GKE Vision API BigQuery Stackdriver Search HTTPS Google Home
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
19. 19 Google Assistant Dialogflow ASP.NET Core App App Engine/GKE Vision API BigQuery Stackdriver Search HTTPS Google Home
20. Maintaining your app: Stackdriver Monitoring, Logging, Debugging, Tracing
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™. .
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
23. Confidential & Proprietary Thank you! Mete Atamel @meteatamel https://github.com/GoogleCloudPlatform/dotnet-docs-samples/tree/master/applications/ googlehome-meets-dotnetcontainers