Product

VS Code AI Toolkit

A VS Code extension that simplifies generative AI app development by bringing together cutting-edge AI development tools and models from Foundry Catalog and other catalogs like Hugging Face.

Product

Azure ML for VS Code

Don't leave your VS Code editor when managing Azure Machine Learning resources, training models, debuging ML experiments and schema-based language support.

Product

Semantic Kernel

Semantic Kernel is a lightweight, open-source development kit that lets you easily build AI agents and integrate the latest AI models into your C#, Python, or Java codebase.

Product

GitHub Models

Newly announced pre-trained generative AI models that can be used for a variety of tasks, such as text generation, embeddings, and chat available through GitHub.

Learn

Generative AI for Beginners

Learn the fundamentals of building Generative AI applications with our 21-lesson comprehensive course by Microsoft Cloud Advocates.

Learn

AI Agents for Beginners

This course has 10 lessons covering the fundamentals of building AI Agents.

Learn

Introduction to MCPs

Explore Microsoft's implementations of the Model Context Protocol (MCP), enabling seamless AI integration with external data sources and tools.

Learn

AI Engineer Skilling

Choose your own adventure to learn how to develop AI solutions on Azure.

Build faster with this simple AZD template for FastAPI on Azure App Service

Whether you’re building your first web app or your fiftieth, you want it to be simple to deploy so you can spend your time on building your new idea and not on configuration options to get your service running in the cloud. And when you’re just getting started you don’t need huge scale, you probably want to deploy it on a free plan!

Getting Started with Azure Cosmos DB Using the Python SDK

If you’re new to Azure Cosmos DB and looking to build applications with Python, you’re in the right place. I’ve created a four-part video series designed to take you from the basics to practical, real-world querying techniques—no prior experience required.

How to use any Python AI agent framework with free GitHub Models

I ❤️ when companies offer free tiers for developer services, since it gives everyone a way to learn new technologies without breaking the bank. Free tiers are especially important for students and people between jobs, when the desire to learn is high but the available cash is low.

Add speech input & output to your app with the free browser APIs

One of the amazing benefits of modern machine learning is that computers can reliably turn text into speech, or transcribe speech into text, across multiple languages and accents. We can then use those capabilities to make our web apps more accessible for anyone who has a situational, temporary, or chronic issue that makes typing difficult.

RAG Deep Dive: 10-part live stream series

Our most popular RAG solution for Azure has now been deployed thousands of times by developers using it across myriad domains, like meeting transcripts, research papers, HR documents, and industry manuals. Based on feedback from the community, we've added the most hotly requested features.