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Integrating Azure PaaS and AI Services for AI Design Wins

TechExcel: Integrating Azure PaaS and AI Services for Design Wins

This lab teaches you how to integrate Azure OpenAI and Azure AI Services into existing business practices. You will experiment with a variety of Azure OpenAI and Azure AI Services capabilities, including vectorization of existing files, performing chat based on a customer’s dataset, making API calls through Azure OpenAI, transcribing recorded and live audio, checking audio for compliance purposes, and generating extractive and abstractive call summaries from audio recordings.

Exercises

This lab has exercises on:

  • Deploy app resources
  • Add chat with data
  • Implement function calls using Semantic Kernel
  • Implement vector search using the Cosmos DB NoSQL API
  • Implement audio transcription
  • Generate a call summary
  • Perform compliance checks and vector search against transcripts
  • Orchestrate agents with Semantic Kernel

The lab is available as GitHub pages here

Prerequisites

For running this lab you will need:

  • An Azure subscription with access to Azure OpenAI. This needs to be an external subscription.
  • A desktop, laptop, or virtual machine and access to install software on that machine.