Build and Orchestrate Serverless Generative AI Applications

Build and Orchestrate Serverless Generative AI Applications

Conf42 via YouTube Direct link

intro

1 of 42

1 of 42

intro

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Build and Orchestrate Serverless Generative AI Applications

Automatically move to the next video in the Classroom when playback concludes

  1. 1 intro
  2. 2 preamble
  3. 3 genai is the answer. what was the question?
  4. 4 accelerate drug discovery
  5. 5 tailor investment strategies
  6. 6 enhance medical images
  7. 7 create product listings
  8. 8 genai stack
  9. 9 amazon bedrock
  10. 10 how do i access foundation models?
  11. 11 integrating with amazon bedrock
  12. 12 sequencing is hard
  13. 13 aws step functions
  14. 14 directly compose apps from over 220 aws services and 10k api actions
  15. 15 control service integrations with call patterns
  16. 16 why direct integration is powerful
  17. 17 machine learning and genai
  18. 18 building a genai application
  19. 19 optimized integration for amazon bedrock
  20. 20 demo
  21. 21 requirement 1: generate title and description
  22. 22 amazon states language asl for amazon bedrock
  23. 23 building a genai application
  24. 24 how do i access foundation models outside aws?
  25. 25 accessing a public api
  26. 26 public https api integration
  27. 27 asl for https endpoint
  28. 28 requirement 1: generate multiple titles
  29. 29 what if something goes wrong...
  30. 30 how do you handle hard failures?
  31. 31 redrive
  32. 32 execution event history for easy observability
  33. 33 building a genai application
  34. 34 wait for callback - human / external process
  35. 35 requirement 2: human feedback loop
  36. 36 building a genai application
  37. 37 requirement 3: generate avatar
  38. 38 prompt chaining
  39. 39 architecture
  40. 40 demo
  41. 41 resources
  42. 42 thank you

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.