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AI - Azure AI services Blog
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1,552

Improving RAG performance with Azure AI Search and Azure AI prompt flow in Azure AI Studio

gia_mondragon on Apr 23 2024 07:00 AM
Explore how Azure AI Studio leverages Retrieval Augmented Generation (RAG) to enhance the accuracy and context of large ...
688

Deploy a Gradio Web App on Azure with Azure App Service: a Step-by-Step Guide

alibekjakupov on Apr 23 2024 05:54 AM
This guide provides a detailed walkthrough for deploying a Gradio interface to the cloud using Azure App Service. It is ...
1,161

AI Frontiers: Human insights on AI training

demirsenturk on Apr 22 2024 02:52 PM
Recent developments in AI require more computing power to train the models. During training, the model learns from data ...
701

A Heuristic Method of Merging Cross-Page Tables based on Document Intelligence Layout Model

Lu_Zhang on Apr 22 2024 09:00 AM
Learn how to master cross-page tables with a heuristic method based on Azure AI Document Intelligence Layout model's out...
2,551

Build Intelligent RAG For Multimodality and Complex Document Structure

mrajguru on Apr 18 2024 10:25 PM
Struggling with implementing RAG for Document with multiples Tables, Figures , Plots with complex structured scan docume...
1,495

Azure OpenAI offering models - Explain it Like I'm 5

jakeatmsft on Apr 16 2024 01:51 PM
Simple explanation of Pay-as-you-go in comparison to Provisioned Throughput Units in our Azure OpenAI service  
15.6K

Advanced RAG with Azure AI Search and LlamaIndex

khyewei on Apr 16 2024 12:08 PM
We’re excited to share a new collaboration between Azure AI Search and LlamaIndex, enabling developers to build better a...
2,272

Intelligent Load Balancing with APIM for OpenAI: Weight-Based Routing

OsamaSheikh on Apr 15 2024 10:52 PM
Weightage: There is no direct feature capablities in APIM for weightage based routing.I have tried achieve same results ...
2,634

Extend Power of AutoGen with Promptflow

Sunil_Sattiraju on Apr 15 2024 01:38 AM
Discover the power of multi-agent frameworks with Autogen and streamline your LLM application development using Promptfl...
4,101

Unlocking Advanced Document Insights with Azure AI Document Intelligence

Lu_Zhang on Apr 11 2024 09:00 AM
Struggle with complex documents is real, but Azure AI Document Intelligence is here to change the game by introducing hi...
2,871

Azure AI Cloud Skills Challenge is LIVE!

NatalieM on Apr 09 2024 03:51 PM
The clock is ticking! Join our Azure AI Cloud Skills Challenges to earn a free exam voucher TL;DR: Time is running out t...
1,343

Azure Cosmos DB Conf 2024: A Deep Dive for Developers and AI Enthusiasts

amakusi on Apr 04 2024 10:34 AM
The world of data is constantly evolving, and developers need powerful tools to keep pace. Enter Azure Cosmos DB, a glob...
6,966

Announcing cost-effective RAG at scale with Azure AI Search

pablocastro on Apr 04 2024 09:00 AM
We have dramatically increased storage capacity and vector index size for new services at no additional cost, positionin...
1,787

Building a Document Intelligence Custom Classification Model with the Python SDK

KathyLau on Apr 03 2024 07:28 AM
The Document Intelligence Python SDK provides a powerful set of tools for extracting information from forms and document...
33.9K

9 More Realistic AI Voices for Conversations Now Generally Available

Melissa_Ma on Mar 29 2024 06:30 PM
Introducing more realistic multilingual AI voices optimized for conversations.
25.9K

Securing Azure OpenAI Usage with Azure Functions and Managed Identities: a Step-by-Step Guide

alibekjakupov on Mar 29 2024 07:19 AM
To use the Azure OpenAI client library, you normally need to get the key and endpoint, set up permanent environment vari...
2,118

Conversational Bots 2.0 – Setting a new paradigm

Shubhendu_Satsangi on Mar 28 2024 10:02 PM
Multi-modal AI chatbot for businesses The evolution of AI chatbots is transforming user interactions. Powered by advance...
12.8K

Azure AI announces Prompt Shields for Jailbreak and Indirect prompt injection attacks

FedericoZarfati on Mar 28 2024 06:00 AM
Our Azure OpenAI Service and Azure AI Content Safety teams are excited to launch a new Responsible AI capability called ...
6,422

Detect and Mitigate Ungrounded Model Outputs

kenarcher on Mar 28 2024 06:00 AM
Azure is the first cloud platform to enable you to detect and mitigate ungrounded, sometimes called hallucinated, model ...
4,479

Introducing Risks & safety monitoring feature in Azure OpenAI Service

Qiyang on Mar 28 2024 05:06 AM
Azure AI Responsible AI team is happy to announce the Public Preview of ‘Risks & safety monitoring’ feature on Azure Ope...
4,956

Azure OpenAI Service Expands "On Your Data" with Elasticsearch to Revolutionize Conversational AI

pavanli on Mar 26 2024 08:09 AM
Microsoft is excited to announce a significant expansion of its Azure OpenAI Service, specifically the "On Your Data" fe...
3,309

Get started with Function Calling through Assistants API on Azure OpenAI

AlexandreLevret on Mar 25 2024 07:12 AM
In this article, I’ll be covering some of the capabilities of the Assistants API capability introduced by OpenAI in Nove...
8,472

Building a multimodal multi-agent framework with Azure OpenAI Assistant API

SimonLacasse on Mar 19 2024 12:59 PM
Unleash the power of multi-agent systems with Azure to empower your AI Solutions!
11.9K

AI in action: 5 real-world intelligent apps you can build on Azure

mtoiba on Mar 18 2024 02:57 PM
Build intelligent apps with Azure AI, data, and app services. Build your own copilot. Process transactions at scale. Det...
5,114

Comparing GPT-3.5 & GPT-4: A Thought Framework on When To Use Each Model

WinnieNwanne on Mar 18 2024 06:15 AM
The aim of this blog is to demystify the use and capabilities of the different GPT models, and by the end of this blog, ...
1,625

Azure Assistant API and the Next Wave of User-Centric Innovation

shikhaagrawal on Mar 14 2024 11:38 AM
In today’s competitive landscape, forward-thinking enterprises are not just investing in the latest technological innova...

Latest Comments

alibekjakupov
in Securing Azure OpenAI Usage with Azure Functions and Managed Identities: a Step-by-Step Guide on Apr 23 2024 06:41 AM
@bhargav1645 hey, thank you for the question, interesting indeed. Could you please test it locally? To do so please run az login in your terminal and then in the same terminal execute your function. If it doesn't work, please check whether the token is generated. Have a great day.
0 Likes
Shashank1302
in Advanced RAG with Azure AI Search and LlamaIndex on Apr 22 2024 08:16 AM
Hi,I followed instructions here to create a vector index using azure-ai-search and llamaindex. I was also able to retrieve documents based on query. But the size of vector index that is created in Azure search service is zero bytes but total storage space is not. Why is the size of vector index zero...
0 Likes
kamaljeet-kharbanda
in Advanced RAG with Azure AI Search and LlamaIndex on Apr 21 2024 12:09 PM
Hello,I'm currently exploring the realm of RAG and I'm still learning, so please excuse me if my question seems a bit off. I was wondering whether Microsoft's strategy to integrate frameworks such as Llama Index or Langchain is primarily aimed at being developer-friendly, or if there's a belief that...
0 Likes
andres__santos
in Azure OpenAI Service announces Assistants API, New Models for Finetuning, Text-to-Speech and more on Apr 20 2024 10:16 AM
Hello @monalisawhalin, great article! I have several applications that would benefit from the retrieval tool, we're really looking forward to it. Do you know when it will be released? Any updates? Thanks!
0 Likes
shahzadagillani
in Azure OpenAI offering models - Explain it Like I'm 5 on Apr 18 2024 01:25 PM
Hi,Any idea when the stable release of GPT-4-Turbo is being made available?
2 Likes