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This document refers to the Microsoft Foundry (classic) portal. 🔄 Switch to the Microsoft Foundry (new) documentation if you're using the new portal. This document refers to the Microsoft Foundry (new) portal. Getting Started with Azure AI Foundry begins with understanding its purpose: enabling enterprises and developers to build, manage, and deploy generative AI solutions at scale. Azure AI Foundry is Microsoft’s next-generation platform that replaces Azure AI Studio, offering a unified environment for creating intelligent agents, integrating models, and orchestrating tools. Designed for both technical and non-technical users, it simplifies the development of AI-powered applications while ensuring enterprise-grade governance and security.

Whether you’re a beginner or a seasoned AI practitioner, Azure AI Foundry provides the foundation to accelerate innovation using Microsoft’s trusted cloud infrastructure. Azure AI Foundry is structured around three core components that streamline the AI development lifecycle: Together, these components provide a modular and scalable framework for building generative AI applications. Azure AI Foundry supports integration with external APIs, custom tools via Model Context Protocol (MCP), and offers built-in support for popular models like GPT and Phi. This architecture ensures that users can move from experimentation to production with minimal friction, while maintaining control over data, security, and compliance. These capabilities make Azure AI Foundry a powerful platform for building scalable, secure, and intelligent AI solutions.

Whether you’re automating workflows, building chatbots, or integrating AI into business processes, Foundry provides the tools and flexibility to succeed. This setup process is designed to be beginner-friendly, with guided workflows and documentation available at every step. Whether you’re building a chatbot, automating customer service, or creating a data-driven assistant, Azure AI Foundry makes it easy to get started. Welcome to the Microsoft Foundry Developer Community. We are here to support you in building the next great thing, with Microsoft Foundry: 🎮 Real-time Discord Chats, Events & Learning

Join the Microsoft Foundry Developer Community today: In this blog, we will look at Azure AI Foundry basics and then setup AI Foundry hub and a project to deploy a large language model (LLM). By the end of this blog, you will have learned: Azure AI Foundry is Microsoft's managed platform that handles the entire AI application lifecycle, with key focus on generative AI and modern AI development. Think of it as like a complete toolkit for building modern AI applications at enterprise scale. Instead of starting from scratch, you get access to a massive catalog of over 1900+ pre-trained models from various providers.

This repo includes a collection of tutorials to help you get started with building Generative AI applications using Azure AI Foundry. Each tutorial is designed to be self-contained and provides step-by-step instructions to guide you in the development process. Azure AI Foundry is the ultimate platform for innovators to create generative AI solutions. It offers a comprehensive suite of Azure AI capabilities and tools to design, customize, and manage AI applications and agents. It's seamlessly integrated with the world's most loved developer tools, including GitHub, Visual Studio, and Copilot Studio. It offers a low-code development experience via a web portal and a rich set of APIs and SDKs for advanced users.

Lab 1 - Interacting with multimodal models and agents: in this lab, designed for devs getting started in their gen AI journey, you'll get hands-on experience with Azure AI Foundry by interacting with the... Learn prompt engineering techniques to effectively generate text, sound, and images, and mitigate the risks of inaccurate or harmful responses. Create an LLM-powered agent via UI, to combine gen AI capabilities with data connectors and tools, enabling the agent to take actions on behalf of the user. Lab 2 - Build your code-first agent with Azure AI Foundry: this hands-on lab equips AI developers to create a powerful LLM-based agent with the Azure AI Foundry Agent Service. This fully managed cloud service simplifies enterprise-ready and scalable AI agent development, by tackling the challenge of integrating with complex data sources and multimodal models. By going through this lab, attendees will learn how to develop and test an agentic AI able to answer sales-related queries, analyze data, generate visualizations, and integrate external data sources.

Join AI Foundry Developer Community to get support and share your learning journey with generative AI and AI Agents. Connect with thousands of AI developers and engineers around the globe. In this exercise, you use Microsoft Foundry portal to create a project, ready to build an AI solution. This exercise takes approximately 30 minutes. Note: Some of the technologies used in this exercise are in preview or in active development. You may experience some unexpected behavior, warnings, or errors.

Let’s start by signing into Foundry portal. In a web browser, open the Foundry portal at https://ai.azure.com and sign in using your Azure credentials. Close any tips or quick start panes that are opened the first time you sign in, and if necessary use the Foundry logo at the top left to navigate to the home page, which...

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