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Microsoft

Develop Generative AI solutions with Azure OpenAI in Foundry Models

Microsoft via Microsoft Learn

Overview

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  • Azure OpenAI enables engineers to build generative AI applications.

    By the end of this module, you'll be able to:

    • Create an Azure OpenAI resource and understand types of Azure OpenAI base models.
    • Build natural language solutions with Azure OpenAI
    • Apply prompt engineering with Azure OpenAI
    • Build code-generation solutions with Azure OpenAI
  • Learn how to use your own data with the Azure OpenAI models.

    By the end of this module, you'll be able to:

    • Describe the capabilities of Azure OpenAI on your data
    • Configure Azure OpenAI to use your own data
    • Use Azure OpenAI API to generate responses based on your own data
  • Use models in Azure AI Foundry to generate images

    After completing this module, you'll be able to:

    • Describe the capabilities of image generation models
    • Use the Images playground in Azure AI Foundry portal
    • Integrate image generation models into your apps

Syllabus

  • Develop applications with Azure OpenAI in Foundry Models
    • Introduction
    • Access Azure OpenAI in Foundry Models
    • Integrate OpenAI into an app
    • OpenAI prompt engineering
    • Provide context with prompt engineering
    • Construct code from natural language
    • Exercise - Get started with Azure OpenAI
    • Module assessment
    • Summary
  • Implement Retrieval Augmented Generation (RAG) with Azure OpenAI models
    • Introduction
    • Understand Retrieval Augmented Generation (RAG) with Azure OpenAI
    • Add your own data source
    • Chat with your model using your own data
    • Exercise - Add your data for RAG with Azure OpenAI
    • Module assessment
    • Summary
  • Generate images with AI
    • Introduction
    • What are image-generation models?
    • Explore image-generation models in Azure AI Foundry portal
    • Create a client application that uses an image generation model
    • Exercise - Generate images with AI
    • Module assessment
    • Summary

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