Deploy and run a Azure OpenAI/ChatGPT app on AKS with Terraform
This article shows how to deploy an Azure Kubernetes Service(AKS) cluster and Azure OpenAI Service via Terraform and how to deploy a Terraform chatbot that authenticates against Azure OpenAI using Azure AD workload identity and calls the Chat Completion API of a ChatGPT model.Deploy and run a Azure OpenAI/ChatGPT application on AKS via Bicep
This article shows how to deploy an Azure Kubernetes Service(AKS) cluster and Azure OpenAI Service via Bicep and how to deploy a Python chatbot that authenticates against Azure OpenAI using Azure AD workload identity and calls the Chat Completion API of a ChatGPT model.Strategies for Optimizing High-Volume Token Usage with Azure OpenAI
Addressing the challenges of building AI solutions with high-volume token usage, explore strategic recommendations for overcoming token limits, optimizing model deployments, and practical techniques for maximizing token usage with Azure OpenAI.
Microsoft Fabric - Multi-Tenant Architecture
Fabric Multi-Tenant Architecture (updated version - August 24) Organization often faces challenges in managing data for multiple tenants in a secure manner while keeping costs low. Traditional solutions may prove costly for scenarios with more than 100 tenants, especially with the common ISV scenario where the volume of trial and free tenants is much larger than the volume of paying tenants. The motivation for ISVs to use Fabric is that it brings together experiences such as Data Engineering, Data Factory, Data Science, Data Warehouse, Real-Time Analytics, and Power BI onto a shared SaaS foundation. In this article, we will explore the Workspace per tenant-based architecture, which is a cost-effective solution for managing data for all tenants in Microsoft Fabric, including ETL and reporting.From Blobs to Insights: Your Guide to Smart Storage Lifecycle Policies
Discover the intricacies of blob lifecycle policies in Azure. Dive deep into storage cost models, understand how leading cloud providers handle storage, and get hands-on with tools and strategies to optimize your storage costs. From real-world usage patterns to data analytics with Databricks, this guide is your roadmap to smarter storage management.
