Using Azure AI Foundry SDK for your AI apps and agents

Design, customize and manage your own custom applications with Azure AI Foundry right from your code. With Azure AI Foundry, leverage over 1,800 models, seamlessly integrating them into your coding environment to create agents and tailored app experiences. Utilize Retrieval Augmented Generation and vector search to enrich responses with contextual information, as well with built-in services to incorporate cognitive skills such as language, vision, and safety detection.
Dan Taylor, Principal Product Architect for Azure AI Foundry SDK, also shares how to streamline your development process with tools for orchestration and monitoring. Use templates to simplify resource deployment and run evaluations against large datasets to optimize performance. With Application Insights, gain visibility into your app's metrics, enabling data-driven decisions for continuous improvement.
► QUICK LINKS:
00:00 - Manage AI apps in Azure AI Foundry
00:27 - What's in the Azure AI Foundry
01:37 - Ground apps using your own data
03:03 - Retrieval Augmented Generation
03:48 - Using vector search
04:17 - Set up your coding environment
06:11 - How to build AI apps in code
07:16 - Using traces
07:45 - Evaluating performance against large data sets
08:19 - Options for monitoring your AI apps
08:58 - Wrap up
► Link References Find the Azure AI Foundry at https://ai.azure.com
Check out our code samples at https://aka.ms/AIAppTemplates
► Unfamiliar with Microsoft Mechanics?
As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft.
• Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries
• Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog
• Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast
► Keep getting this insider knowledge, join us on social:
• Follow us on Twitter: https://twitter.com/MSFTMechanics
• Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/
• Enjoy us on Instagram: https://www.instagram.com/msftmechanics/
• Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics
Published on:
Learn more
Made for tech enthusiasts and IT professionals. Expanded coverage of your favorite technologies across Microsoft; including Office, Azure, Windows and Data Platforms. We'll even bring you broader topics such as device innovation with Surface, machine learning, and predictive analytics.
Related posts
Copilot Studio: Azure AI Search Complete Setup Guide
Copilot Studio can use an Azure AI Search index as knowledge to answer Users questions ... The post Copilot Studio: Azure AI Search Complete S...
Microsoft Azure Fundamentals #1: Creating External Tenants in Entra ID: A Step-by-Step Guide
It is important to configure external tenants for different scenarios. In this post we can see how to create a tenant step by step so that it ...
Azure Information Protection: Enable multifactor authentication for your Azure tenant by October 1, 2025
Microsoft will enforce multifactor authentication (MFA) for all Azure resource management actions starting October 1, 2025, with a postponemen...
Azure Automation Custom Runtime Environments
A custom runtime environment is a way of defining a specific job execution environment for Azure Automation runbooks, including Microsoft Grap...
Dynamics 365 Customer Insights – Data – Export your data to Azure Data Lake Storage
We are announcing the general availability of the export to Azure Data Lake Storage (ADLS) feature in Dynamics 365 Customer Insights – Data on...
Dynamics 365 Business Central: Quickly find the Tenant ID, Azure AD Instance, and Tenant Scope from the domain (tenant) name without signing in
Hi, Readers.Today I would like to share another mini tip, how to quickly find the Tenant ID, Azure AD Instance, and Tenant Scope from the doma...
Starting Power BI deployment pipelines from Azure DevOps
Deployment pipelines in Power BI/ Microsoft Fabric have become crucial for managing and automating the deployment of Power BI content across e...
Video: Copilot Studio: Azure AI Search Complete Setup Guide
With Azure AI Search you can create a custom search engine of your company’s documents ... The post Video: Copilot Studio: Azure AI Search Com...
Microsoft Purview compliance portal: Endpoint Data Loss Prevention – Endpoint DLP support classification of Azure RMS protected Office documents
Endpoint DLP can now classify Office files stored in Windows devices that have Azure RMS protection applied. Classification will be triggered ...