Develop your own custom copilots with Azure AI Studio
Offered By: Microsoft via Microsoft Learn
Course Description
Overview
- Module 1: Microsoft Azure offers multiple services that enable developers to build amazing AI-powered solutions. Azure AI Studio (preview) brings these services together in a single unified experience for AI development on the Azure cloud platform.
By the end of this module, you'll be able to:
- Describe core features and capabilities of Azure AI Studio
- Use Azure AI Studio to provision and manage an Azure AI resource
- Use Azure AI Studio to create and manage an AI project
- Module 2: Get started with prompt flow to develop language model apps in the Azure AI Studio (preview).
By the end of this module, you'll be able to:
- Understand the development lifecycle when creating language model applications.
- Understand what a flow is in prompt flow.
- Explore the core components when working with prompt flow.
- Module 3: Copilots can work alongside you to provide suggestions, generate content, or help you make decisions. Copilots use language models as a form of generative artificial intelligence (AI) and will answer your questions using the data they were trained on. To ensure a copilot retrieves information from a specific source, you can add your own data when building a copilot with the Azure AI Studio (preview).
By the end of this module, you'll be able to:
- Identify the need to ground your language model with Retrieval Augmented Generation (RAG)
- Index your data with Azure AI Search to make it searchable for language models
- Build a copilot using RAG on your own data in the Azure AI Studio
Syllabus
- Module 1: Module 1: Introduction to Azure AI Studio (preview)
- Introduction
- What is Azure AI Studio?
- Azure AI hubs
- Azure AI projects
- Exercise - Explore Azure AI Studio
- Knowledge check
- Summary
- Module 2: Module 2: Get started with prompt flow to develop language model apps in the Azure AI Studio (preview)
- Introduction
- Understand the development lifecycle of a large language model (LLM) app
- Understand core components and explore flow types
- Explore connections and runtimes
- Explore variants and monitoring options
- Exercise - Get started with prompt flow
- Knowledge check
- Summary
- Module 3: Module 3: Build a copilot solution with your own data using Azure AI Studio (preview)
- Introduction
- Understand how to ground your language model
- Make your data searchable
- Build a copilot with prompt flow
- Exercise - Create a custom copilot that uses your own data
- Knowledge check
- Summary
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