Azure-Samples

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

Sample code for the Microsoft Cognitive Services Speech SDK

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

An ASP.NET Core Web App which lets sign-in users (including in your org, many orgs, orgs + personal accounts, sovereign clouds) and call Web APIs (including Microsoft Graph)

The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes...

Microsoft Text-to-Speech API Samples

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

Intelligent enterprise-grade reference architecture for JavaScript, featuring OpenAI integration, Azure Developer CLI template and Playwright tests.

Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure

Sample implementations for cloud design patterns found in the Azure Architecture Center.

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A...

Azure Blockchain Content and Samples

Azure OpenAI code resources for using gpt-4o-realtime capabilities.

This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT-4 LLM application code, evaluations, deployment automation with AZD CLI,...

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

DataOps for Microsoft Data Platform technologies. https://aka.ms/dataops-repo

A simple nodejs application for docs

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.

Official community-driven Azure AI Examples

This reference architecture walks you through the decision-making process involved in designing, developing, and delivering a serverless application using a microservices architecture through...

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

A robust enterprise application sample (deployed on ACA) that leverages MCP and multiple AI agents orchestrated by Langchain.js, Llamaindex.TS and Microsoft Agent Framework.

A creative writing multi-agent solution to help users write articles.

A simple ChatGPT Plugin running in Codespaces for dev and Azure for production.

Raspberry Pi web simulator. Demo address:

Contains Azure CLI scripts samples used for documentation at https://docs.microsoft.com

An orchestration-based saga implementation reference in a serverless architecture

Azure Search Knowledge Mining Accelerator

Azure voting app used in docs.

Code Examples used by the Quickstarts in the Cognitive Services Documentation

Building IoT or Mobile solutions are fun and exciting. This year for Build, we wanted to show the amazing scenarios that can come together when these two are combined. So, we went and developed a...

Samples for Azure Synapse Analytics

Basic sample for deploying AI agents web app with Azure AI Foundry and SDKs

A collection of short examples using the Python OpenAI SDK, with either Azure OpenAI or GitHub Models as the host.

A set of code samples for the Azure Maps web control.

Azure AD B2C now allows uploading of a Custom Policy which allows full control and customization of the Identity Experience Framework

Sample microservices solution using Azure Container Apps, Dapr, Cosmos DB, and Azure API Management

A repository of examples using Python AI Agent frameworks that work with GitHub Models and Azure OpenAI.

Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI

Samples using AI and Azure SQL DB

A collection of useful functions to be deployed as custom skills for Azure Cognitive Search

A TypeScript sample app for the Retrieval Augmented Generation pattern running on Azure, using Azure AI Search for retrieval and Azure OpenAI and LangChain large language models (LLMs) to power...

Reference architecture that provides a set of guidelines and best practices for implementing a central AI API gateway to empower various line-of-business units in an organization to leverage Azure...

A Python web application calling Microsoft graph that is secured using the Microsoft identity platform

Sample microservices app for AKS demos, tutorials, and experiments

A chapterwise tutorial that will take you through the fundamentals of modern authentication with Microsoft identity platform in React using MSAL React

Examples of how to utilize Azure services from Go.

Sample OPC UA server with nodes that generate random and increasing data, anomalies and much more ...

A copilot sample that uses python to ground the copilot responses in company data.

Calling a ASP.NET Core Web API from a WPF application using Azure AD v2.0

Samples for calling the Power BI REST API via PowerShell

Basic sample for deploying chat web apps with Azure AI Foundry and SDKs

A combined sample for a .NET web application that calls a .NET web API, both secured using Azure AD B2C

A variant of https://github.com/dotnet/eShop that uses Azure services

Azure Batch and HPC Code Samples

Sample application that combines Azure Cosmos DB with Azure OpenAI ChatGPT service

A .NET Core daemon console application calling Microsoft Graph or your own WebAPI with its own identity

This repository contains supporting code (PowerShell modules/scripts, ARM templates, etc.) for deploying, configuring, and using Azure Files.

A simple chat application that uses managed identity for Azure OpenAI access. Designed for deployment on Azure Container Apps with the Azure Developer CLI.

Azure OpenAI .NET Samples

This is a repo for cognitive services REST API samples in 4 languages: C#, Java, Node.js, and Python.

Ansible Playbook Samples for Azure

How to implement a streaming at scale solution in Azure

A collection of design pattern samples for building applications and services with Azure Cosmos DB for NoSQL.

AI-powered COBOL to Java Quarkus modernization agents using Microsoft Agent Framework. Automates legacy mainframe code modernization with intelligent agents for analysis, conversion, and...

Get started with Service Fabric with these simple introductory sample projects.

A demonstration of chatting with uploaded images using OpenAI vision models like gpt-4o.

Sample for use with Azure AD B2C with Custom Policies.

SDK & Sample to do speech recognition using websockets in Javascript

A code sample for visualizing Azure Digital Twins graphs as a web application to create, edit, view, and diagnose digital twins, models, and relationships.

Facilitates creating modular specialized agents that coordinate across diverse data types and tools like M365 and Teams to assist multi-disciplinary healthcare workflows—such as cancer care.

This repo contains the reference implementation for the Microsoft Foundry chat baseline reference architecture on Microsoft Learn.

Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant

Sample site for Document Intelligence code samples and associated media.

A chapterwise tutorial that will take you through the fundamentals of modern authentication with Microsoft identity platform in Angular using MSAL Angular v2

This repo contains sample code for management libraries of Azure SDK for Python

Spring Cloud Azure Samples

A hub with a curated awesome list of all Azure AI samples

Provides a set of easy-to-understand samples for using Azure IoT Hub and Azure IoT Hub Device Provisioning Service and Azure IoT Plug and Play using C# SDK.

Sample showing how to deploy a AI model from the Custom Vision service to a Raspberry Pi 3 device using Azure IoT Edge

A reference implementation of using GitHub Actions to deploy infrastructure to Azure using Terraform

Learn how to use the Cognitive Services Python SDK with these samples

This solution is a personal knowledge management system and it allows users to upload text, images, and audio into categories. Each of these types of data is managed by a dedicated microservice...

Deploy production-ready AI agents in one click! Citadel delivers unified governance, end-to-end observability & rapid development for secure, compliant AI at scale. Built on Azure best...

Contains the Azure Media Services Video Indexer samples

This is a sample showing how to do real-time video analytics with NVIDIA DeepStream connected to Azure via Azure IoT Edge. It uses a NVIDIA Jetson Nano device that can process up to 8 real-time...

Demos created by the IoT Engineering team that showcase IoT services in an end-to-end solution

Azure Search Python sample code

Interview coach application using Microsoft Agent Framework | https://aka.ms/mafinterviewcoach/repo | https://aka.ms/mafinterviewcoach/blog | https://aka.ms/mafinterviewcoach/workshop

Labs demonstrating how to use Python with Azure, Visual Studio Code, GitHub, Windows Subsystem for Linux, and more!

A sample showcasing how to develop a web application that handles sign on via the unified Azure AD and MSA endpoint, so that users can sign in using both their work/school account or Microsoft...

An AngularJS based single page app, implemented with an ASP.NET Web API backend, that signs in users and calls web APIs using Azure AD

Tutorial for ChatGPT + Enterprise Data with Semantic Kernel, OpenAI, and Azure Cognitive Search

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.