This repository contains a curated list π of AI solution accelerators by Microsoft. Feel free to submit a PR to propose changes or add new ones.
List updated in May 2025.
π Project | π Description | β Stars | π§βπ» Difficulty |
---|---|---|---|
π Get Started with AI Chat | Basic sample for deploying chat web apps with Azure AI Foundry and SDKs | Basic | |
π Get Started with AI Agents | Basic sample for deploying AI agents web app with Azure AI Foundry and SDKs | Basic | |
π Multi-Agent Custom Automation Engine Solution Accelerator | The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven orchestration system that manages a group of AI agents to accomplish tasks based on user input. Powered by AutoGen, Azure OpenAI, Cosmos, and infrastructure services, it provides a ready to go application to use as a reference, allowing you to hit the ground running. | Advanced | |
π Content Processing Solution Accelerator | Programmatically extract data and apply schemas to unstructured documents across text-based and multi-modal content using Azure AI Foundry, Azure OpenAI, Azure AI Content Understanding, and Cosmos DB. | Intermediate | |
π Document Generation Solution Accelerator | Document Generation Solution Accelerator using Azure OpenAI Service and Azure AI Search. | Intermediate | |
π Build Your Own Copilot Solution Accelerator | Solution Accelerator to show how to build your own copilot. | Intermediate | |
π Modernise Your Code Solution Accelerator | Designed to help customers transition their SQL queries to new environments quickly and efficiently. This accelerator is particularly useful for organizations modernizing their data estates, as it simplifies the process of translating SQL queries from various dialects. | Intermediate | |
π Azure Language OpenAI Conversational Agent Solution Accelerator | A solution accelerator project harnessing the capabilities of Azure AI Language to augment an existing Azure OpenAI RAG chat app. Utilize Conversational Language Understanding (CLU) and Custom Question Answering (CQA) to dynamically improve a RAG chat experience. | Intermediate | |
π Conversational Knowledge Mining Solution Accelerator | This solution accelerator leverages Azure AI Foundry, Azure AI Content Understanding, Azure OpenAI Service, and Azure AI Search to enable organizations to derive insights from volumes of conversational data using generative AI. It offers key phrase extraction, topic modeling, and interactive chat experiences through an intuitive web interface. | Intermediate |
When you're ready to scale up your POC application, start by using the deployment template below.
List updated in May 2025.
π Project | π Description | β Stars | π§βπ» Difficulty |
---|---|---|---|
π Deploy Your AI Application In Production Solution Accelerator | A deployment of a secure, extensible and integrated environment for running AI Foundry workloads in Production. It simplifies the process of including essential Azure services necessary to run mission-critical AI applications and adhere to Microsoft Well Architected Framework recommendations. | Advanced |
π Project | π Description | β Stars |
---|---|---|
π Multi-Agent Custom Automation Engine Solution Accelerator | The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven orchestration system that manages a group of AI agents to accomplish tasks based on user input. Powered by AutoGen, Azure OpenAI, Cosmos, and infrastructure services, it provides a ready to go application to use as a reference, allowing you to hit the ground running. | |
GraphRAG Solution Accelerator for Azure Database for PostgreSQL | Legal Research Copilot Example Solution built with Generative AI capabilities of PostgreSQL on Azure | |
ACS Chat NLP Analysis | This sample showcase how to use Azure Communication Chat with Azure OpenAI or with LLM of your choice for Natural Language Processing (NLP) of Chat messsages, read more about it in this blog | |
Chat with Your Data | 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 most common requirements and best practices. | |
Build Your Own Copilot | This solution accelerator is a powerful tool that helps you create your own copilots. The accelerator can be used by any customer looking for reusable architecture and code snippets to build custom copilots with their own enterprise data. | |
Conversational Knowledge Mining | This solution accelerator enables customers with large amounts of conversational data to use generative AI to surface key phrases alongside operational metrics. This enables users to discover valuable insights for targeted business impact. | |
Task Management | This solution accelerator uses purpose-built task management within the Microsoft Sustainability Manager (MSM) to meet task creation, tracking and resolution demands. | |
Comparative Analysis in Sustainability | This solution accelerator enables companies to detect compliance gaps, benchmark against their peers, and generate action plans to ensure theyβre on track to meet their sustainability goals |
π Resource | π Description |
---|---|
GenAI Gateway Guide Documentationβ β | Designing and implementing a gateway solution with Azure OpenAI resources. |
GenAI Gateway Labs | This repo contains a set of experiments and labs on using GenAI capabilities of Azure API Management with Azure OpenAI and other services. |
GenAI Gateway Accelerator | This repo contains the Azure API Management landing zone accelerator that provides an architectural approach and reference implementation to prepare landing zone subscriptions for a secure API Management infrastructure. |