GitHub - Azure/Build-Modern-AI-Apps
Microsoft Official Build Modern AI Apps reference solutions and content. Demonstrate how to build Copilot applications that incorporate Hero Azure Services including Azure OpenAI Service, Azure Container Apps (or AKS) and Azure Cosmos DB for NoSQL with Vector Search.
概览
收录于
2026年3月18日
学科与领域
ai-and-automation · artificial-intelligence-foundations
年级范围
九年级（高一）–十二年级（高四）
页面类型
Article
简介
Microsoft Build Modern AI Apps Reference Solutions
- Purpose: A central repository for Microsoft’s official reference solutions and hackathons designed to help organizations build and modernize AI-enabled applications on Azure.
- Core Technologies: Azure OpenAI Service, Azure Container Apps (or AKS), Azure Cosmos DB for NoSQL (with Vector Search), and Semantic Kernel SDK.
- Key Solution Scenarios:
- Retail Intelligent Agent: Demonstrates the RAG (Retrieval-Augmented Generation) pattern, real-time vector generation, conversational context management, and token management.
- Payments and Transactions: Focuses on multi-region data replication, consistency, and AI-powered analysis of financial transactions.
- Medical Claims Management: Covers automated/human approval workflows for claims processing using AI-powered copilot recommendations.
- Intelligent App Workshop: An experiential workshop based on the "Copilot Stack" and "Project Miyagi," focusing on infusing foundation models into traditional software systems.
- Development Resources: Provides production-ready code that can be forked or cloned to accelerate prototyping and reduce time-to-market.
- Educational Format: Each solution includes a 1-2 day hackathon curriculum to teach technical skills and Azure service integration.
- Contribution Guidelines: The project is open-source and requires contributors to sign a Contributor License Agreement (CLA) and adhere to the Microsoft Open Source Code of Conduct.
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