Note:
This repository is a work in progress and will be updated frequently.
This repository provides practical resources and code samples for building solutions with Azure OpenAI Service, Azure AI Foundry, and advanced agent-based architectures. These samples help accelerate your adoption of Azure's latest AI capabilities for language, vision, and agentic workflows.
- Azure Account - If you're new to Azure, get an Azure account for free and you'll get some free Azure credits to get started.
- Azure OpenAI Service Access - For more details, see the Azure OpenAI Service documentation on how to get access.
- Azure AI Foundry Resource - For agent-based solutions, you'll need access to Azure AI Foundry. See the Azure AI Foundry documentation for setup details.
- Model Deployments - Deploy models like GPT-4, GPT-3.5 Turbo, DALL-E, and Whisper. See the documentation for deploying models and model availability.
Each solution folder contains detailed setup and installation instructions. Follow the instructions provided with these solutions to get going.
- Customer Assist Solution: Modern multi-agent based architecture for customer support scenarios.
- Release Management Solution: Streamline and automate release management using agents to bring data from multiple sources.
- eCommerce Solution Accelerator: Build a multimodal, AI-powered shopping experience with Azure OpenAI and Azure AI Search.
- Advanced RAG for Financial Domain: Advanced Retrieval-Augmented Generation (RAG) techniques for financial data with improved accuracy and performance.
- Basic Samples: Small code samples and snippets for integration into your applications.
- End-to-End Solutions: Complete solutions for specific use cases and industry scenarios.
- Azure AI Foundry Documentation
- Azure OpenAI Service Documentation
- Model Overview
- How to create an Azure OpenAI resource
- Apply for access to Azure OpenAI Service
Microsoft is committed to responsible AI. Please review the Responsible AI guidelines and Microsoft's principles for responsible AI use before deploying solutions.
This project may contain trademarks or logos for projects, products, or services. Use of Microsoft trademarks or logos must follow Microsoft's Trademark & Brand Guidelines. Third-party trademarks are subject to their respective policies.
