~/talk

Building and scaling cloud-native intelligent applications on Azure

Talkat Microsoft Build 2023 · 2023-05-23..05-25· [large-language-models, cloud-infrastructure]

speakers

name:Paige Boggie

links:none on file

name:Brendan Burns

bluesky:brendandburns.bsky.social

name:Brady Gaster

links:none on file

name:Michael Yen-Chi Ho

links:none on file

name:Scott Hunter

github:coolcsh

name:Anoop Iyer

links:none on file

name:Adria Martin

links:none on file

name:Samantha Sahami

links:none on file

name:Cory Skimming

links:none on file

name:Mandy Whaley

links:none on file

resources

video:https://youtu.be/luu54Z1-45Y

slides:none on file

summary

Demo shows a working enterprise Q&A app that indexes PDFs into Azure Storage, runs Cognitive Search, and calls Azure OpenAI Service from a container. Deployment uses the Azure Developer CLI AZD and add‑ons to spin a full stack in about six minutes instead of ~38. Runtime options include Azure Container Apps (scale to zero, jobs, VNets preview, Dedicated+Consumption) or AKS with Istio, Kata and long‑term Kubernetes support. Load tests use matrixed GitHub Actions and Azure Load Testing to find a config that halves cost while staying under 150 ms.

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chapters (14)

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