Showing archive results for 2025

Vector databases like Qdrant and Milvus are specifically designed to efficiently store, manage, and retrieve embeddings. However, many applications already use relational databases like SQL Server or SQL Azure. In such cases, installing and managing another database can be challenging, especially since these vector databases may not offer all t...

Building an application allows you to operationalize the data you have in Microsoft Fabric, such that it can be consumed by stakeholders in your organization to generate business insights.  Streamlit is easy to use to build simple applications without needing to know front-end application frameworks like Flask, Django etc. It makes it easier to pro...

I'm happy to share a new GitHub repository with developers: azure-sql-db-aspire. This collection of eight hands-on examples demonstrates how to integrate SQL Server and Azure SQL with .NET Aspire, making it easier to build modern, cloud-native applications. Why .NET Aspire for SQL Server? .NET Aspire is a new opinionated, cloud-ready stack for .N...

The MSSQL extension for Visual Studio Code continues to evolve, bringing powerful new features and enhancements that make SQL development more seamless and efficient. In this update, we’re excited to share the latest improvements in v1.29.0 and give you a sneak peek at what’s coming next in our open roadmap. This extension is designed for develope...

We are thrilled to announce the public preview of three powerful T-SQL features that will elevate your SQL queries: Regular Expressions (Regex) support, Fuzzy string-matching, and bigint support in DATEADD. These enhancements are now available in Azure SQL Database and SQL Database in Microsoft Fabric, offering developers more flexibility, efficien...

Security is a significant topic today, and the ability to access a service requiring authentication without using an API key, password, or secret is a common request from those concerned about the security of a solution, which includes all of us. In today's digital landscape, cybersecurity threats are increasingly sophisticated and frequent, mak...

Welcome to an exciting, new workshop where we blend the power of AI with the versatility of GraphQL and SQL databases in Microsoft Fabric. This guide will walk you through creating a set of GraphQL RAG (Retrieval-Augmented Generation) application APIs, leveraging relational data and Azure OpenAI. What You’ll Learn You’ll dive into querying and ma...

In the previous article of this series, it was discussed how embeddings can be quickly created from data already in Azure SQL. This is a useful starting point, but since data in a database changes frequently, a common question arises: “How can the vectors be kept updated whenever there is a change to the content from which they have been generated?...

External REST Endpoint Invocation is available in Azure SQL Managed Instance with the Always-up-to-date update policy configured. Call Azure Services such as functions, Azure OpenAI, event hubs, content safety and more! To enable this feature in Azure SQL Managed Instance, run the following code: To execute sp_configure to change a configurat...

Announcing .NET Aspire Integration with Data API builder (DAB)   As engineers add components to their solution architecture, their development environments can become complex and difficult to replicate across teams and environments. Placing each service in a dedicated container simplifies the setup—but only if you're familiar with Dock...