GitHub - Azure/Build-Modern-AI-Apps

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.