How to Create Azure AI Search Resources In Code

Join the Free Azure Community! https://azureinnovationstation.com/community Want help building an Azure AI Agent in 30 days or less? https://forms.office.com/r/aevnshFdmC Confused about setting up Azure AI Search? In this tutorial, you’ll learn how to create Azure AI Search resources directly inside Visual Studio Code using the Python SDK We’ll walk through: Setting up environment variables Adding dummy data Writing and running Python code for full-text and vector search Creating an index, data source, skillset, and indexer with vector embeddings By the end, you’ll go from struggling to set up Azure AI Search to confidently building powerful search pipelines locally — all inside VS Code. Try it yourself and simplify your AI Search workflow today. ▬▬▬▬▬▬ C H A P T E R S ▬▬▬▬▬▬ 00:00:00 Intro 00:00:13 Prerequisites to get started with Azure AI Search in Code 00:01:38 What Environment Variables do I need for Azure AI Search? 00:02:15 How our dummy data is structured for Azure AI Search 00:02:31 Create Search Azure AI Search Resources In Code 00:07:41 Create Search Azure AI Search Resources With Vector Embeddings In Code ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ How to Create Azure AI Search Service https://youtu.be/2_ZA3UqTLv8 How set up Azure Storage Account with container data (Done in this video) https://youtu.be/QwtscT6FwA8 How to set up Azure AI Foundry Embedding model (Done in this video) https://youtu.be/bZZItg2LK3Q Check out the Azure AI Search Masterclass! https://youtu.be/yu4M7OKjnR4?si=VS7B1PZ5jny6c4go If you want to learn more about Azure check out these video Playlists Azure in 1 Minute - Quick overview videos on Azure Services in 1 minute https://youtube.com/playlist?list=PLqMeAuMeQoz7OB1inR_SyuxU9Kfk4T0ek&si=GXMHvwlRrN9LNJ2K Azure in 2-5 Minutes - Quick, Clear, Concise Azure Videos in 2-5 minutes https://youtube.com/playlist?list=PLqMeAuMeQoz4Bl9YFTxHkoHSiLkH-uqLY&si=8AZ8iYgbKhUPH-Wa Learn Azure in General https://youtube.com/playlist?list=PLqMeAuMeQoz4d-