In the rapidly evolving field of AI, the demand for efficient ways to blend knowledge retrieval with powerful generative models has given rise to innovative architectural designs. One such design is the Retrieval-Augmented Generation (RAG) pattern. This pattern is becoming increasingly popular due to its unique ability to combine the retrieval of specific knowledge with … Read more
Artificial Intelligence (AI) and machine learning (ML) are at the forefront of innovation in today’s technology landscape. Microsoft’s Azure OpenAI Service empowers developers and organizations to harness the power of OpenAI’s cutting-edge models, including the GPT family, for various business applications. With Azure’s security, scalability, and enterprise-grade solutions, integrating AI into your systems has never … Read more
Generally, governance is an act or process of governing or overseeing the control and direction of something (such as a country or an organization). With ever-growing cloud consumption, cloud governance is essential to oversee the control and usage of cloud environments. For Microsoft Azure, several governance constructs can be utilized, including Azure Management Groups, Subscriptions, … Read more
If you have an AWS environment and have been using Azure Active Directory(AAD) as your identity store, you would have utilized AWS Single Sign-on to sign in your users into AWS. With AWS SSO enabled, whenever a user elevates permissions in Azure AD, it can take up to 40 minutes to synchronize permissions to AWS. … Read more
This post is a part of Azure Spring Clean which is a community event focused on Azure management topics from March 22-25, 2021. Many thanks to Joe Carlyle and Thomas Thornton for organizing this event and allowing me to contribute. In this blog post, I will share how you can manage your Azure spend using Azure Cost Management. Cost is always … Read more