~/talk

Integrating Azure Kubernetes Service and Azure OpenAI To Build Intelligent Apps

Talkat Devworld Conference 2025 · 2025-02-27..02-28· [nodejs, large-language-models]
slides:none on file

Shows a concrete build: a legacy web shop containerized on Azure Kubernetes Service with a chatbot added behind feature flag using Azure OpenAI and the semantic kernel with Azure OpenAI, deployed via CI/CD, routed through a service mesh (captured as STTO service mesh) and observed with Azure Monitor, Azure Prometheus and Grafana. Feature-flag flip exposes chat, live load test holds up, and Azure Load Testing plus autoscaling prove scaling and resilience end to end.

AI-written summary · about

  1. 0:00Intelligent apps with AKS and Azure OpenAI
  2. 1:14Defining intelligent apps and AI integration
  3. 4:05Modernizing apps with AI and feature flags
  4. 9:15Live demo: AI chatbot for web shop
  5. 13:48AI use cases and Microsoft Copilot
  6. 17:29Summary
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