A guide is available covering the architecture and deployment of Retrieval Augmented Generation (RAG) workflows on Microsoft Azure with open source tools.
It provides a reference solution for Azure using OpenSearch and KServe, with a specific focus on RAG security and implementing confidential AI with Azure Confidential VMs.
The complete guide can be found here: https://ubuntu.com/engage/rag-explained