Azure
Azure is Microsoft’s cloud computing platform that provides a comprehensive range of services for building, deploying, and managing applications and data. As a major cloud provider, Azure offers infrastructure, platform, and software-as-a-service (SaaS) solutions for organizations across various industries and use cases.
Azure AI and Machine Learning
Within AI development, Azure provides dedicated tools and services for implementing machine learning workflows and AI architectures. Azure AI services include pre-built models, development frameworks, and managed services that enable developers to integrate AI capabilities into applications. These offerings support both traditional machine learning and modern deep learning approaches.
Retrieval-Augmented Generation
Azure AI is used in conjunction with Foundry to support retrieval-augmented generation (RAG) systems. This integration enables the combination of large language models with document retrieval capabilities, allowing AI systems to ground responses in external knowledge sources and improve answer accuracy and relevance.
Source Notes
- 2026-04-23: https://www.youtube.com/watch?v=njb4cmA7hY0 (Azure AI for RAG with Foundry) on Azure Innovation Station channel with Kirk
- 2026-04-14: https://www.youtube.com/watch?v=xXTuxKdzZrI (tutorial for creating an AI Agent using Agentic RAG in Microsoft Azure) on Azure Innovation Station channel
Related Concepts
- Agentic RAG
- Retrieval-Augmented Generation
- Foundry