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
How to Integrate Azure Service Bus with Microsoft Dynamics 365 CRM Step by Step with Example?
Keeping data flowing between applications is critical in today’s connected business world. Organizations using Microsoft Dynamics 365 CR...
Enhancing Secure Sign-Ins with Temporary Access Pass in Azure Active Directory
Introduction While working on improving user account recovery scenarios, a common challenge often arises: how to securely allow a user to sign...
Azure SDK Release (September 2025)
Azure SDK releases every month. In this post, you'll find this month's highlights and release notes. The post Azure SDK Release (September 202...
Batch Processing Triggered Pipeline Runs in Azure Synapse
This post describes a pattern for batch processing triggered pipeline runs in Azure Synapse
Reliably refreshing a Semantic Model from Azure Data Factory or Synapse Pipelines
This post describes a pattern for reliably refreshing Power BI semantic models from Azure Data Factory or Azure Synapse Pipelines.
Power Pages Fundamentals #24: Boosting Portal Security with Azure Single Sign-On: Quick Read Series
Contoso Motors is a large automotive service company.They have built a Power Pages customer portal for their external partners and customers t...
Building Azure functions that never store secrets — ever
What if your function could hit Microsoft Graph with no client secrets, no certs, and no Key Vault entries? That is exactly what a Managed id...