Converting an AWS Lambda Function in Go into an Azure Function using LLMs
Converting an AWS Lambda into an Azure Function using LLMs in Go The goal of this post is to show some strategies that can be used to convert AWS Lambda…
12/02/2024
Announcing comprehensive guidance for AI adoption and architecture
Announcing comprehensive guidance for AI adoption and architecture The pace of AI innovation is moving incredibly fast with new models and solutions emerging regularly. To meet the pace of technological advancements, organizations are striving to meet the demand for scalable, efficient AI solutions. The rapidity of change places enormous pressure…
18/11/2024Azure Architecture Blog
You may be interested in
Harnessing Generative AI with Weaviate on Azure Kubernetes Service and Azure NetApp Files
Table of Contents Introduction Prerequisites Install Weaviate Approximate Nearest Neighbor (ANN) Benchmarks ANN Benchmarks Setup ANN Benchmarks – Glove 100 Angular ANN Benchmarks – Sift 128 Euclidean ANN Benchmarks Analysis…11/09/2024Leveraging OpenAI and Azure Integration Services: A Unified Approach
Challenges of Leveraging Azure OpenAI in Disparate Data Environments Azure OpenAI offers innovative capabilities that drastically transform operations, decision-making, and service delivery in various organizational settings. Leveraging AzOpenAI and Azure…06/11/2023Modernizing Enterprise IT & Knowledge Support with Azure-Native Multiagent AI and LangGraph.
Industry: Energy Location: North America Executive Summary: AI-Driven Multi-Agent Knowledge and IT Support Solution for an Energy Industry Firm A North American energy company sought to modernize its legacy knowledge…02/07/2025Programmatically documenting table columns in Microsoft Purview with Purview Python SDK
In ever-growing data strategy projects in an organization, data governance is an utmost priority to ensure that the data artifacts are governed, harmonized, and well-documented for business users to understand…15/04/2024Designing AI Workloads with the Azure Well-Architected Framework
What Is the Azure Well-Architected Framework? The Azure Well-Architected Framework is a set of guiding principles that help cloud architects build high-quality solutions on Azure. It is structured around five…09/09/2025Distributed ML Training for Lane Detection, powered by NVIDIA and Azure NetApp Files
Table of Contents Abstract Introduction Target audience Solution overview Solution technology Cloud resources and services requirements Software requirements Distributed ML training for lane detection with Run:ai Distributed training for lane…19/06/2023CRM automation with Azure OpenAI and Promptflow
Solution idea This solution shows how data from a CRM can be used as the grounding data in a retrieval augmented generation (RAG) pattern. The AI assistant can help resolve…14/11/2024Building scalable and persistent AI applications with LangChain, Instaclustr, and Azure NetApp Files
Table of Contents Abstract Introduction Prerequisites Workstation setup Instaclustr PostgreSQL deployment Database configuration Azure OpenAI deployment Using the chatbot Basic question and answer chatbot In-memory persistent chatbot PostgreSQL persistent chatbot…12/12/2024Disaster Recovery using cross-region replication with Azure NetApp Files datastores for AVS
Table of Contents Abstract Introduction Benefits Prerequisites and general recommendations Getting Started Deploy Azure VMware Solution Provision and configure Azure NetApp Files Create volume replication for Azure NetApp Files-powered datastore…11/07/2023Leverage Azure API Management to distribute API traffic to multiple backend services
This is a summarized edition of the following original articles, both of which were published in Japanese. This is a memo as of 27 January 2024. Azure API Managementのバックエンドプール – Logico…29/01/2024Selecting the Right Agentic Solution on Azure
Recently, we have seen a surge in requests from customers and Microsoft partners seeking guidance on building and deploying agentic solutions at various scales. With the rise of Generative AI,…16/09/2025