Showing tag results for azuresql

Sep 16, 2025
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AI-based T-SQL Refactoring: an automatic intelligent code optimization with Azure OpenAI

Saverio Lorenzini
Saverio Lorenzini

This article presents an AI-powered approach to automating SQL Server code analysis and refactoring. The system intelligently identifies inefficiencies and common T-SQL anti-patterns, applying best practices through a set of formalized coding rules, using prompt-driven instructions. It not only automatically rewrites problematic and inefficient...

Azure SQLT-SQLOpenAI
Aug 21, 2025
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Create embeddings in SQL Server 2025 RC0 with a local ONNX model on Windows

Brian Spendolini
Brian Spendolini

With the release of SQL Server 2025 RC0, we have enabled the ability to use a local ONNX model on the server for embeddings. This allows you to use these models without having any network traffic leaving the local environment. Getting Started This example guides you through setting up SQL Server 2025 on Windows with an ONNX runtime to enabl...

Azure SQLAIT-SQL
Jun 19, 2025
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Announcing General Availability of Native Vector Type & Functions in Azure SQL

Pooja Kamath Davide Mauri
Pooja,
Davide

We are happy to announce that Native vector support in Azure SQL Database and Azure SQL Managed Instance is moving to General Availability this summer. Deployments are already underway, and several regions have begun receiving the feature. What is going GA? Integrated Vector Data Type Azure SQL introduces a dedicated VECTOR data type that simpl...

Azure SQLAIVectors
May 29, 2025
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Azure SQL Cryptozoology AI Embeddings Lab Now Available!

Brian Spendolini
Brian Spendolini

Missed out on MS Build 2025? No worries! Our lab is now available for your exploration. Dive into a unique cryptozoology experience using Azure SQL and Azure AI to uncover intriguing (and true) connections among cryptids worldwide. Curious about who would reign supreme in a battle royal or which regions of the world hold the key to encountering ...

AIAzure SQLT-SQL
May 28, 2025
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Getting started with AI in SQL Server 2025 on Windows

Brian Spendolini
Brian Spendolini

Back in the earlier part of the year (February maybe?), I put this tutorial together for our early adopters in the SQL Server 2025 program. It’s a guide for setting up SQL Server 2025 in a Hyper-V VM (I used Windows Server) with Ollama and ngnix as an https proxy. It's a variation of my workshops for Ignite 2024 and a SQL in Fabric one from Februar...

AIT-SQLOpenAI
Aug 1, 2024
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Similarity Search with FAISS and Azure SQL

Muazma Zahid
Muazma Zahid

In today’s data-driven world, finding similar items within large datasets is a common challenge. Whether it’s recommending products, identifying similar documents, or clustering data points, efficient similarity search is crucial. This blog post will explore how to leverage FAISS (Facebook AI Similarity Search) and Azure SQL to perform similarity s...

Azure SQLAIT-SQL
Apr 22, 2024
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Private Preview for External REST Endpoint Invocation with Azure SQL Managed Instance

Brian Spendolini
Brian Spendolini

We have an exciting opportunity for customers and partners to use External REST Endpoint Invocation with Azure SQL Managed Instance in a private preview. What is Azure SQL Managed Instance? Azure SQL Managed Instance is a PaaS service that has near 100% compatibility with the latest Enterprise Edition SQL Server database engine, providing a nativ...

Azure SQLRESTREST Endpoint Invocation
Apr 3, 2024
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Vanna.ai and Azure SQL Database

Brian Spendolini
Brian Spendolini

Vanna.ai and Microsoft SQL Vanna.ai, in partnership with Azure SQL Database Product Management, bring you a collaboration for using Vanna's natural language to SQL (NL2SQL) agent with the Azure SQL Database. How does Vanna.ai work? First, Vanna is an open-source Python RAG (Retrieval-Augmented Generation) framework for SQL generation/natural lan...

Azure SQL
Mar 14, 2024
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Azure SQL Trigger Binding for Azure Functions goes GA

Brian Spendolini
Brian Spendolini

Azure SQL Database Engineering and Product Management would like to announce that Azure SQL Trigger Binding for Azure Functions is now generally available (GA). Catching Up As a quick refresher, the Azure SQL trigger uses SQL change tracking functionality to monitor a SQL table for changes and trigger a function when a row is created, updated, or...

Azure SQL
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