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Azure Architecture Blog
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1,137

Reducing the Environmental Impact of Generative AI: a Guide for Practitioners

wiigg on Apr 26 2024 04:38 PM
Discover how to harness the power of generative AI while minimising its environmental impact in this comprehensive guide...
1,035

Armchair Architects: How to choose a LLM partner for your AI project

AriyaKhamvongsa on Apr 19 2024 05:07 PM
Architects and developers are often at a crossroads: should they use existing AI models or venture into building their o...
631

OpenTelemetry Collector for legacy IoT scenarios

Colindesmond on Apr 15 2024 10:20 AM
This article presents a robust and secure mechanism for transferring logs and metrics data from legacy apps running in t...
2,134

Azure OpenAI and Call Center Modernization

FreddyAyala on Apr 11 2024 01:09 PM
Much has been written about the powerful use cases enabled by Azure OpenAI. One such example is the transformation of th...
1,415

Armchair Architects: What Is Responsible AI?

AriyaKhamvongsa on Apr 05 2024 01:40 PM
They we will dive deeper into the meaning of “what is responsible AI?” and what it entails. It sounds like a cool concep...
974

Armchair Architects: Are AI Charters Valuable?

AriyaKhamvongsa on Apr 04 2024 06:20 PM
In this blog, our host, David Blank-Edelman and our armchair architects Uli Homann and Eric Charran will be delving into...
25.1K

Leverage Large Language Models such as ChatGPT for your Ecommerce System

Sophie_Chen on Mar 29 2024 02:02 PM
This solution guide presents a novel approach that leverages Large Language Models, such as ChatGPT, to address the limi...
3,369

Demystifying Azure VM Maintenance: A practical guide to minimizing disruptions

davidsantiago on Mar 26 2024 12:04 PM
Discover the inside world of Azure's virtual machine maintenance in this comprehensive article. Learn about the planned ...
3,245

Leveraging Knowledge Graphs with Azure OpenAI

noabenefraim on Mar 26 2024 11:45 AM
In many industries, information can be scattered across multiple documents, or across multiple pages in a very large doc...
1,794

Build Your Feature Engineering System on AML Managed Feature Store and Microsoft Fabric

SiliangJ on Mar 13 2024 03:50 PM
This article explains how to build a feature engineering system based on Azure Machine Learning managed feature store an...
1,485

Armchair Architects: Considerations for Ethical and Responsible Use of AI in Applications

AriyaKhamvongsa on Mar 11 2024 03:33 PM
David Blank-Edelman and our armchair architects Uli Homann and Eric Charran will be discussing the ethical and responsib...
2,809

Optimize and secure your cloud with new Azure Optimization skilling events

meganpennie on Feb 29 2024 03:28 PM
Unlock learning on Azure cost savings, efficiency, adoption best practices and innovation with our Azure Optimization Vi...
3,554

Armchair Architects: Large Language Models (LLMs) & Vector Databases

AriyaKhamvongsa on Feb 23 2024 04:01 PM
This blog will be focusing on large language models (LLMs) and vector databases and their role in fueling AI, ML, and LL...
3,705

Optimize your workloads with Azure Expert Assessment offering and jump-start remediations

PratimaSharma on Feb 21 2024 05:33 PM
Explore how Azure Expert Assessment offering can jump start remediations for your workloads!
4,533

Public facing Azure Container Registry Reference Architecture

Kumar-Ashwin-Hubert on Jan 23 2024 12:50 PM
Reference architecture for the deployment of secured Azure Container Registry (ACR) for consuming images and artifacts b...
28.4K

Security Best Practices for GenAI Applications (OpenAI) in Azure

FreddyAyala on Jan 16 2024 09:57 AM
This article presents an in-depth guide on security best practices for GenAI applications that use LLM models within the...
2,535

Armchair Architects: Artificial Intelligence, Large Language Models, and Architects (Part 2 of 2)

AriyaKhamvongsa on Jan 04 2024 03:02 PM
We delve deeper into the intricacies of these models, discussing everything from the formulation of effective prompts to...
2,600

Armchair Architects: Artificial Intelligence, Large Language Models, and Architects (Part 1 of 2)

AriyaKhamvongsa on Jan 04 2024 03:01 PM
This season, we’re diving deep into the world of Artificial Intelligence (AI), specifically focusing on large language m...
4,009

Multi-Cloud Architecture for ISVs: A Guide

mtuppad on Dec 13 2023 09:41 AM
Discover the power of multi-cloud architecture. As technology evolves, Independent Software Vendors (ISVs) are harnessin...
3,513

Keep your Azure optimization on the right track with Azure patterns and practices

brauerblogs on Dec 13 2023 06:04 AM
This post will help you determine when to use the Well-Architected Framework or Cloud Adoption Framework. It also dives ...
7,188

Start Your Cloud Adoption Journey with the New Azure Expert Assessment Offering!

PratimaSharma on Nov 28 2023 03:45 PM
Are you looking for a way to accelerate your cloud journey and optimize your IT infrastructure, data, and applications? ...
4,395

Provisioning Multiple Egress IP Addresses in AKS

pjlewis on Nov 16 2023 09:00 AM
Need certain apps or services in your Kubernetes cluster to use different IP addresses? Check out these quick solutions!
7,541

Azure Well-Architected Review Assessment Updates

stephen-sumner on Nov 14 2023 09:51 AM
Learn about the Well-Architected Review updates resulting from the Well-Architected Framework refresh.
12K

Deepening Well-Architected guidance for workloads hosted on Azure

UliHomann on Nov 14 2023 08:25 AM
Learn what's new in the completely re-written Azure Well-Architected Framework
3,243

Achieving Distributed High Availability with AKS Hybrid : Hands-on PoC

ianlcurtis on Nov 08 2023 11:04 AM
High-level PoC Overview How do you give confidence to stakeholders that your solution is the right one, especially when ...
4,581

Discover the latest Azure optimization skilling resources

meganpennie on Nov 08 2023 11:02 AM
Learn how to optimize your Azure cloud investments for improved ROI and continuous improvement.
19K

Demystifying Azure OpenAI Networking for Secure Chatbot Deployment

FreddyAyala on Sep 20 2023 10:29 AM
Embark on a technical exploration of Azure's networking features for building secure chatbots. In this article, we'll di...
6,415

Example Reference Network Topologies for API Management in private mode.

Mauricio_Rojas on Sep 20 2023 10:27 AM
Learn about suggested Network example topologies thought to follow Vnet integration practices within the API management....
11.4K

Build image with containerised self-hosted Azure DevOps agent and private Azure Container Registry

Ha_Duong on Sep 12 2023 10:40 AM
Do you want to know how to use containerized self-hosted agents for Azure Pipelines? In this blog post, you will discove...
4,661

Protecting Azure VMware Solution VMs and datastores on Azure NetApp Files with Cloud Backup for VMs

GeertVanTeylingen on Aug 09 2023 09:50 AM
Cloud Backup for Virtual Machines takes VM-consistent backups of Azure VMware Solution (AVS) virtual machines on Azure N...

Latest Comments

MasayaNishimaki
in Optimize Azure OpenAI Applications with Semantic Caching on Apr 26 2024 07:18 PM
Thank you for the valuable information. Using a cash strategy effectively seems to allow for a good design for both users and service providers.
0 Likes
Mika_Seitsonen
in Announcing New Cloud Governance Guidance in the Microsoft Cloud Adoption Framework (CAF) for Azure on Apr 22 2024 06:02 AM
Thanks for info!You might want to change first link so that it wouldn't have review as the first part (i.e. https://review.learn.microsoft.com/azure/cloud-adoption-framework/govern/)
1 Likes
tomshapland
in Optimize Azure OpenAI Applications with Semantic Caching on Apr 18 2024 10:09 AM
What an insightful guide on semantic caching with LLMs, Sudarsan! As more LLM applications emerge out of the proof-of-concept stage and get more traction, I think semantic caching will be a part of most LLM tech stacks. We're also building semantic caching but with a particular focus on contextual a...
1 Likes
PaulParikh
in Patient Referral Document Summarization using Azure OpenAI on Apr 17 2024 02:35 PM
Love the great work being done impacting customers and healthcare industry. Spoiler (Highlight to read)
0 Likes
jatiro
in Building a Private ChatGPT Interface With Azure OpenAI on Apr 17 2024 09:12 AM
Hi all - @shanebaldacchino Also getting the same error around fetching model as shown above Logs show OpenAI API returned an error 404: {"error":{"code":"404","message": "Resource not found"}} [Error: OpenAI API returned an error] Tried updating the API version to latest 2024-02-01 - no joy Any help...
0 Likes