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Azure Architecture Blog
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1,929

Generative AI Technical Patterns: Chat with Your Data

dalejacques on Jun 18 2024 01:54 PM
The "Chat with Your Data" architecture is more than just a technical solution; it is a path to empowering businesses wit...
2,777

Technical Pattern: Build Your Own AI Assistant

dalejacques on Jun 13 2024 03:37 PM
The "Build Your Own AI Assistant" architecture is a highly adaptable and powerful solution that enables businesses to le...
2,003

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

anthkernan on May 29 2024 09:54 PM
This blog captures the recommendations delivered to an FSI customer after an 8 week engagement reviewing their usage of ...
1,552

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

ianlcurtis on May 29 2024 09:42 PM
Azure APIM + SHGW HL Architecture How can you efficiently manage an estate of APIs that are implemented in different tec...
5,513

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

FreddyAyala on May 27 2024 06:15 AM
Looking for uncompromised uptime and steadfast cloud solutions? Azure's architecture promises exceptional reliability, d...
4,710

Azure OpenAI chat baseline architecture in an Azure landing zone

FreddyAyala on May 22 2024 10:07 AM
Unlock the potential of AI in the cloud. Our Azure OpenAI Chat Baseline Architecture provides the blueprint you need to ...
2,136

Armchair Architects: POC to Prod Must-haves

AriyaKhamvongsa on May 06 2024 04:03 PM
It’s one thing to have a Proof-of-Concept (POC), but what factors should solution architects be mindful of when taking t...
2,052

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

meganpennie on May 03 2024 09:37 AM
Discover the value of Azure optimization by learning how to build cloud resiliency, create reliable and secure workloads...
7,291

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...
2,016

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...
4,849

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...
1,448

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...
2,115

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.
1,639

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.
4,304

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...
7,994

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...
5,307

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 (...
2,261

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...
1,818

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...
4,857

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...
26.3K

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...
4,909

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 ...
8,946

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...
3,185

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...
2,174

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...
8,524

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...
7,844

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!
8,562

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...
3,631

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...

Latest Comments

HolmesNetworks
in Building a Private ChatGPT Interface With Azure OpenAI on Jul 10 2024 08:41 AM
@shanebaldacchinoWhen trying out your example it goes to a site that looks like it may use self-signed certificate. But even after passing that you get the following error:Oops! We weren't able to find your Azure Front Door Service configuration. If it's a new configuration that you recently created...
0 Likes
YaoJing
in NL to SQL Architecture Alternatives on Jul 08 2024 09:08 PM
Thanks for the reply, @markremmey! I have a few follow-up questions: Extra Context: We are currently implementing our solution in Semantic Kernel. 1. Regarding RAG Approaches:How accurate can Retrieval-Augmented Generation (RAG) get? Many existing works suggest that the accuracy might not be optimal...
0 Likes
markremmey
in NL to SQL Architecture Alternatives on Jul 08 2024 08:27 AM
Hello @YaoJing - two possible ways you could handle this situation:1. Embed all table schemas, as well as the table name and table description (if available) into a vector DB. Include one entry for each table. Then at run time, query the vector DB based on the user's question and include the top n r...
1 Likes
YaoJing
in NL to SQL Architecture Alternatives on Jul 07 2024 05:51 AM
Great article! A question here, in a normal production environment. The SQL schema is huge, passing the whole Database Schema would eat up most of the token. Is there a way to fix this?
0 Likes
Marnow88
in Demystifying Azure OpenAI Networking for Secure Chatbot Deployment on Jun 28 2024 07:08 AM
Great article, thank you!
0 Likes