- 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
Overview
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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