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Azure Architecture Blog
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943

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...
1,901

Patient Referral Document Summarization using Azure OpenAI

manasa_ramalinga on Apr 16 2024 03:26 PM
Delays in reviewing referral documents can impact patient outcomes, making timely diagnosis and treatment is crucial. Ge...
588

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...
797

Programmatically documenting table columns in Microsoft Purview with Purview Python SDK

Danaraj on Apr 15 2024 08:57 AM
This article shows how to use the Python SDK for Purview to programmatically document Purview table columns in bulk.
823

Securing Azure AD B2C API Connector (Function App) without Error

pranabpaul on Apr 12 2024 08:21 AM
Learn how to expose the Function App securely over the internet.
1,987

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...
2,367

Optimize Azure OpenAI Applications with Semantic Caching

sudarsan on Apr 09 2024 11:01 PM
One of the ways to optimize cost and performance of LLMs is to cache the llm responses, this is sometimes referred to as...
3,156

Announcing New Cloud Governance Guidance in the Microsoft Cloud Adoption Framework (CAF) for Azure

stephen-sumner on Apr 08 2024 08:36 AM
New cloud governance guidance for Azure for all organization sizes and types in the Microsoft Cloud Adoption Framework (...
1,365

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...
922

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...
1,495

Microsoft Fabric Co-Existing as Semantic Layer with Power BI & Snowflake

RajneeshTiwary on Apr 04 2024 09:04 AM
Customers have modernized its Data Warehouse by hosting it on Snowflake (in AWS) and has chosen Power BI (in Azure) as i...
25K

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...
3,298

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 ...
3,040

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...
1,721

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...
1,402

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...
6,709

A Reference Architecture for Siemens and Microsoft Customers in the Industrial AI Space.

NeelamBlogs on Mar 06 2024 04:45 PM
This article presents a reference architecture to enhance the compatibility of Siemens Industrial Artificial Intelligenc...
6,950

Enrich your Data Estate with Fabric Pipelines and Azure OpenAI

datalineage on Mar 06 2024 11:21 AM
Learn how to integrate and leverage Azure OpenAI with Fabric pipelines to enrich your data estate!
7,237

New feature: easily assign regulatory compliance policies to your Azure Landing Zone

brauerblogs on Mar 04 2024 08:36 AM
Learn how you can achieve, align and report on compliance to your selected regulatory compliance frameworks with Azure P...
2,754

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...
3,445

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...
3,659

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!
2,758

Converting an AWS Lambda Function in Go into an Azure Function using LLMs

afrancoc2000 on Feb 12 2024 10:40 AM
In this article I will be using LLMs to try to convert AWS Lambda Functions into Azure Functions. We'll explore some Pro...
2,733

Leverage Azure API Management to distribute API traffic to multiple backend services

Logico_jp on Jan 28 2024 07:53 PM
Backends in Azure API Management (APIM) were enhanced and circuit breaker and load-balanced pool was added to APIM. I ta...
3,800

Using Azure Load Testing to test Multi-Tenant services

flecoqui on Jan 24 2024 09:59 AM
This article describes how to use Azure Load Testing to test a multi-tenant service based on Azure App Service. It also ...
2,222

Load Testing Azure Event Hubs services with restricted public access

flecoqui on Jan 24 2024 09:58 AM
This article describes how to use Azure Load Testing to test a service based on Azure Event Hubs with a restricted publi...
4,477

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...
25.7K

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...
2,503

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...

Latest Comments

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
pjlewis
in Provisioning Multiple Egress IP Addresses in AKS on Apr 08 2024 07:48 AM
Hi @carloswenceslao, yes - you can just follow either of the patterns outlined in the post, but instead of applying a taint like pool=app1pool:NoSchedule to the node group, you might wish to use a taint that shows that the node pool is only for a specific namespace to use, e.g. pool=namespace1:NoSch...
0 Likes