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Azure Architecture Blog
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1,495

Harnessing Generative AI with Weaviate on Azure Kubernetes Service and Azure NetApp Files

GeertVanTeylingen on Sep 10 2024 11:43 PM
Dive into the world of vector databases and explore the critical benchmarks and trade-offs shaping generative AI with ou...
3,426

Securing Containerized Applications with SSH Tunneling

NaveedKharadi-MSFT on Sep 10 2024 11:07 PM
As organizations increasingly adopt containerization for their cloud-native applications, ensuring secure communication ...
2,058

Exploring AI Agent-Driven Auto Insurance Claims RAG Pipeline.

Charles_Chukwudozie on Sep 09 2024 05:12 PM
In this post, I explore a recent experiment aimed at creating a RAG pipeline tailored for the insurance industry, specif...
1,376

Azure NetApp Files now stores sensitive data DoD IL5 compliant in Azure US Government regions

GeertVanTeylingen on Sep 06 2024 01:13 PM
Unlock unparalleled secure and compliant storage with Azure NetApp Files in Azure Government regions by using new storag...
15.1K

Data Intelligence End-to-End with Azure Databricks and Microsoft Fabric

katiecummiskey on Sep 04 2024 02:35 AM
This architecture provides a scalable, secure foundation for analytics, AI, and real-time insights, integrating the best...
3,045

AI Studio End-to-End Baseline Reference Implementation

FreddyAyala on Aug 30 2024 08:20 PM
Discover the Future of AI Deployment with Azure AI Studio’s Baseline Reference Implementation Azure AI Studio is reshapi...
5,106

Mastering AI adoption: Essentials to building, operating and optimizing GenAI workloads on Azure

brauerblogs on Jul 31 2024 08:07 PM
You're done with your proof-of-concept and ready to scale your AI adoption. But how and what do you need to prepare? Thi...
3,716

Optimize Azure Stack HCI with the Well-Architected Framework

Neil_Bird on Jul 30 2024 05:58 PM
Azure Stack HCI is a hyperconverged infrastructure (HCI) solution that provides storage, network, and compute resources ...
6,021

Enhancing Document Extraction with Azure AI Document Intelligence and LangChain for RAG Workflows.

Charles_Chukwudozie on Jul 18 2024 02:49 AM
The broadening of conventional data engineering pipelines and applications to include document extraction and preprocess...
3,727

Generative AI Technical Patterns: Chat with Your Data

dalejacques on Jun 18 2024 08:54 PM
The "Chat with Your Data" architecture is more than just a technical solution; it is a path to empowering businesses wit...
4,128

Technical Pattern: Build Your Own AI Assistant

dalejacques on Jun 13 2024 10:37 PM
The "Build Your Own AI Assistant" architecture is a highly adaptable and powerful solution that enables businesses to le...
3,208

How to use Cosmos DB at extreme scale with large document sizes

anthkernan on May 30 2024 04:54 AM
This blog captures the recommendations delivered to an FSI customer after an 8 week engagement reviewing their usage of ...
2,811

Managing a Distributed API Estate Efficiently with Azure API Management and Self-Hosted Gateways

ianlcurtis on May 30 2024 04:42 AM
Azure APIM + SHGW HL Architecture How can you efficiently manage an estate of APIs that are implemented in different tec...
7,921

Getting Started with Reliability on Azure: Ensuring Cloud Applications Stay Up and Running

FreddyAyala on May 27 2024 01:15 PM
Looking for uncompromised uptime and steadfast cloud solutions? Azure's architecture promises exceptional reliability, d...
6,231

Azure OpenAI chat baseline architecture in an Azure landing zone

FreddyAyala on May 22 2024 05:07 PM
Unlock the potential of AI in the cloud. Our Azure OpenAI Chat Baseline Architecture provides the blueprint you need to ...
2,962

Armchair Architects: POC to Prod Must-haves

AriyaKhamvongsa on May 06 2024 11:03 PM
It’s one thing to have a Proof-of-Concept (POC), but what factors should solution architects be mindful of when taking t...
2,867

Looking to optimize and manage your cloud resources? Join our Azure optimization skills challenge!

MeganLordeonPennie on May 03 2024 04:37 PM
Discover the value of Azure optimization by learning how to build cloud resiliency, create reliable and secure workloads...
19K

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

wiigg on Apr 26 2024 11:38 PM
Discover how to harness the power of generative AI while minimising its environmental impact in this comprehensive guide...
3,607

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

AriyaKhamvongsa on Apr 20 2024 12:07 AM
Architects and developers are often at a crossroads: should they use existing AI models or venture into building their o...
6,684

Patient Referral Document Summarization using Azure OpenAI

manasa_ramalinga on Apr 16 2024 10:26 PM
Delays in reviewing referral documents can impact patient outcomes, making timely diagnosis and treatment is crucial. Ge...
2,216

OpenTelemetry Collector for legacy IoT scenarios

Colindesmond on Apr 15 2024 05:20 PM
This article presents a robust and secure mechanism for transferring logs and metrics data from legacy apps running in t...
3,484

Programmatically documenting table columns in Microsoft Purview with Purview Python SDK

Danaraj on Apr 15 2024 03:57 PM
This article shows how to use the Python SDK for Purview to programmatically document Purview table columns in bulk.
2,483

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

pranabpaul on Apr 12 2024 03:21 PM
Learn how to expose the Function App securely over the internet.
12.5K

Azure OpenAI and Call Center Modernization

FreddyAyala on Apr 11 2024 08:09 PM
Much has been written about the powerful use cases enabled by Azure OpenAI. One such example is the transformation of th...
14.2K

Optimize Azure OpenAI Applications with Semantic Caching

sudarsan on Apr 10 2024 06:01 AM
One of the ways to optimize cost and performance of LLMs is to cache the llm responses, this is sometimes referred to as...
6,843

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

stephen-sumner on Apr 08 2024 03:36 PM
New cloud governance guidance for Azure for all organization sizes and types in the Microsoft Cloud Adoption Framework (...
2,976

Armchair Architects: What Is Responsible AI?

AriyaKhamvongsa on Apr 05 2024 08:40 PM
They we will dive deeper into the meaning of “what is responsible AI?” and what it entails. It sounds like a cool concep...
2,710

Armchair Architects: Are AI Charters Valuable?

AriyaKhamvongsa on Apr 05 2024 01:20 AM
In this blog, our host, David Blank-Edelman and our armchair architects Uli Homann and Eric Charran will be delving into...
7,739

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

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

Latest Comments

Isaac_Gritz
in Data Intelligence End-to-End with Azure Databricks and Microsoft Fabric on Oct 10 2024 06:06 PM
Check out this Product Tour that walks through step 6. for seamless Fabric integration with Unity Catalog via Publish to Power BI!
0 Likes
andyc383838
in Example Reference Network Topologies for API Management in private mode. on Sep 25 2024 10:16 AM
Hi @Mohsenhs, you seem to be getting a little insulting now. I was only trying to help by offering my view. As you did post asking for help. You don't seem to want to accept that Microsoft provide these services to be flexible so you can deploy them in a way that works for you. I am not saying "You ...
0 Likes
Mohsenhs
in Example Reference Network Topologies for API Management in private mode. on Sep 25 2024 02:08 AM
Hi @andyc383838 Thanks for your response. I am not sure if " put them where works best for you" is based on the Microsoft official recommendation. Hub deployment is tied to a specific Azure subscription and therefore manging different environments (e.g. Dev, test, Prod) can be challenging and may no...
0 Likes
andyc383838
in Example Reference Network Topologies for API Management in private mode. on Sep 24 2024 10:19 AM
Hi @Mohsenhs , I wouldn’t get too hung up on whether a service is classed as an integration service or shared-service. I see these as just useful ‘tags’ to group azure services into a common heading. Ultimately, put them where works best for you. Logic-apps and APIM are unlikely to share similar net...
0 Likes
Mohsenhs
in Example Reference Network Topologies for API Management in private mode. on Sep 24 2024 02:53 AM
Hi @Mauricio_Rojas, Thank you for writing this nice explanation. I have researched Microsoft's reference architecture, and based on the documentation, the Hub is intended for shared services such as VPN, Firewall, and Active Directory Domain Services. In contrast, Spokes are the appropriate place to...
0 Likes