~/talk

Build voice bots for mobile with Dialogflow and Flutter

Talkat Google I/O 2021 · 2021-05-18..05-20· [flutter, machine-learning]
slides:none on file

Builds a working mobile FAQ voice bot that streams microphone audio from Flutter to Dialogflow and returns fulfillment text; uses a local service account JSON dropped into assets, the Dialogflow_grpc package, and the sound_stream plugin with sampleRate:16000 linear16 audio config for streamingDetectIntent. FAQs are scraped into a Dialogflow knowledge base (FAQ MIME type) and can be promoted to intents; warns that embedding service keys in the app is fast but needs rotation or backend protection for production.

AI-written summary · about

  1. 0:00Intro
  2. 0:28Flutter
  3. 0:59Dialogflow
  4. 2:10Types of chat bots
  5. 2:57Why not use Google Assistant
  6. 3:25How to integrate Google Assistant
  7. 4:08How to integrate Dialogflow
  8. 7:23Multichannel architecture
  9. 8:15Demo
  10. 8:49Workshop overview
  11. 10:53Create a Dialogflow agent
  12. 12:48Create a service account
  13. 14:37Create a boilerplate application
  14. 18:38Add dependencies
  15. 24:20Creating the chat interface
  16. 24:55Creating the main file
  17. 25:50Dialogflow settings
  18. 29:50Testing in emulator
  19. 30:23Troubleshooting
  20. 31:13Improving the model
  21. 31:46Text to Speech
  22. 32:47Dialogflow Agent
  23. 34:35FAQ
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