Showing results for OpenAI - Azure SQL Devs’ Corner

Aug 26, 2024
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Retrieval Augmented Generation with Azure SQL

Davide Mauri
Davide Mauri

Retrieval Augmented Generation, or RAG, is one of the hottest topics at the moment as it opens up the possibility of interacting with data using natural language, which is a long-time dream finally coming true. It is very likely that a lot of your data is already stored or will be stored in Azure SQL, so a common request is to have an exampl...

Azure SQLAIVectors
Jun 11, 2024
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Building Course Registration Project with Azure SQL Database

Anagha Todalbagi Kendall Hoffman
Anagha,
Kendall

This semester long project was completed by Master's students at Cornell University with mentorship from the Azure SQL database product team at Microsoft.   Project Mission The purpose of this project is to design a high-fidelity university course registration system utilizing Microsoft Azure cloud services. Our target audience includes uni...

Azure SQLOpenAIPython
Jun 4, 2024
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Unleashing the Potential of Generative AI in Azure SQL Database

Sanjay Mishra
Sanjay Mishra

Generative AI is not just a technological advancement; it's a paradigm shift that is redefining the landscape of customer interaction. Azure SQL Database stands at the forefront of this revolution, offering unparalleled opportunities to harness the power of "your data" in crafting state-of-the-art applications. As we stand at the cusp of an AI r...

Azure SQLAIOpenAI
May 21, 2024
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Announcing EAP for Vector Support in Azure SQL Database

Pooja Kamath Davide Mauri
Pooja,
Davide

We are super excited to announce the Early Adopter Preview of Native Vector Support in Azure SQL Database and are currently accepting requests from customers who wish to participate. Latest update - 06 November 2024 Vector Support is now available as Public Preview! Read the announcement here: Public Preview of Native Vector Support in Azure ...

Azure SQLAIVectors
Feb 19, 2024
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NL2SQL with LangChain and Azure SQL Database

Brian Spendolini
Brian Spendolini

LangChain is an open-source framework for creating applications that use and are powered by language models (LLM/MLM/SML). In this post, basic LangChain components (toolkits, chains, agents) will be used to create a natural language to SQL prompt that will allow interactions with an Azure SQL Database; just ask the database what you want as if ...

Azure SQLAIOpenAI
Feb 12, 2024
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Using AI for Content Moderation with Azure SQL Database

Brian Spendolini
Brian Spendolini

In my previous posts, I have covered using Azure OpenAI services with Azure SQL Database via REST endpoints. This post with further explore that pathway by creating stored procedures you can use to encapsulate the REST calls and combine them with custom business logic for AI content moderation with Azure SQL Database. A Quick Introduction The ser...

Azure SQLAIOpenAI
Nov 30, 2023
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Winter 2023 Service Update for External REST Endpoint Invocation

Brian Spendolini
Brian Spendolini

As December approaches, it's time for the winter 2023 update for External REST Endpoint Invocation. We have added four new Azure Service Endpoints: Bing Search, Azure Key Vault, Azure Communication Services, and Azure AI Search. Let's look at a few examples of using these new endpoints. Bing Search Endpoints Bing Seach has many useful API endpoin...

Azure SQLOpenAIREST
Oct 18, 2023
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How I built a session recommender in 1 hour using Open AI

Davide Mauri
Davide Mauri

As a developer, I often attend conferences to learn new skills and network with other professionals. However, conferences can be overwhelming, especially when they offer dozens of sessions on different topics. How can I decide which ones are worth my time and attention? That's why I decided to use OpenAI to create a tool that can help me find th...

Azure SQLOpenAIData API builder
Sep 25, 2023
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Generate images with Azure OpenAI Service (DALL-E) and Azure SQL Database

Brian Spendolini
Brian Spendolini

Following on the series of OpenAI posts I have done recently, here is a quick how-to on using DALL-E with External REST endpoint invocation in the Azure SQL Database. Using the OpenAI service in Azure, we can use the image generation REST endpoints to create new and wonderful images such as, if you remember, the cat in the data center. So ho...

Azure SQLOpenAIREST