Showing results for Azure SQL - Azure SQL Devs’ Corner

Jan 8, 2025
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4

SQL Server Native Vector Search for .NET Developers

Dr. Damir Dobric
Dr. Damir Dobric

It seems that the majority of developers naturally believe this field of software development belongs to mathematics and Python developers, who originally started building the first solutions. However, .NET and C# provide a great foundation for building almost any kind of application on any platform in a highly professional way. In this post...

Azure SQL
Jan 8, 2025
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2

Building a RAG-Based Smart Memory Application with Azure SQL Database

Arun Vijayraghavan Davide Mauri Muazma Zahid
Arun,
Davide,
Muazma

Project Mission The way people work and manage information is changing rapidly in our digital age. More and more people are struggling to keep track of all the online resources they use daily. They need a better way to save, organize, and retrieve important information from websites, articles, and other online sources. This is especially true fo...

Azure SQLAIPython
Dec 17, 2024
1
2

Embedding models and dimensions: optimizing the performance to resource-usage ratio

Davide Mauri
Davide Mauri

Since the release of vector preview, we've been working with many customers that are building AI solution on Azure SQL and SQL Server and one of the most common questions is how to support high-dimensional data, for example more than 2000 dimensions per vector. In fact, at the moment, the vector type supports "only" up to 1998 dimensions for an emb...

Azure SQLAIVectors
Dec 16, 2024
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1

Azure SQL ❤️ Python!

Davide Mauri
Davide Mauri

I recently presented at Python Day 2024 on Langchain integration. I created a slide deck that I believe can be useful beyond just the session, so I wanted to share it here for everyone's benefit. The deck covers the most common topics for a Python developer: The slide deck, which I created using the Sli.dev SDK, so t...

Azure SQLPythonSQL Bindings
Nov 20, 2024
5
1

Introducing the enhanced MSSQL Extension for Visual Studio Code

Carlos Robles
Carlos Robles

The MSSQL extension for Visual Studio Code is designed to support developers in building applications that use Azure SQL (including Azure SQL Database, Azure SQL Managed Instance, and SQL Server on Azure VMs), SQL Database in Fabric (Preview) or SQL Server as backend databases. With a comprehensive suite of features for connecting to databases, des...

Azure SQLVS Code
Nov 19, 2024
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2

Announcing LangChain integration for your SQL-based AI applications

Muazma Zahid
Muazma Zahid

In today's data-driven world, the ability to seamlessly integrate various technologies is crucial for efficient data management and analysis. We’re excited to announce LangChain integration with Azure SQL Database and SQL database in Microsoft Fabric! LangChain, a powerful tool for building solutions with language models, can be effectively comb...

Azure SQLAIVectors
Nov 19, 2024
0
4

LangChain Integration for Vector Support for SQL-based AI applications

Pooja Kamath
Pooja Kamath

LangChain Integration for Vector Support for Azure SQL and SQL database in Microsoft Fabric Microsoft SQL now supports native vector search capabilities in Azure SQL and SQL database in Microsoft Fabric. We also released the langchain-sqlserver package, enabling the management of SQL Server as a Vectorstore in LangChain. In this step-by-step tutor...

Azure SQLAIPython
Nov 19, 2024
1
1

Build AI apps faster and easier with SQL database in Fabric – now Public Preview!

Anna Hoffman
Anna Hoffman

The SQL Server and Azure SQL team has embarked on a mission to make building AI apps faster and easier than ever, announcing the Public Preview of SQL database in Microsoft Fabric. This new simple, autonomous and secure, and optimized for AI service will help you in the era of AI, where 1 billion new apps are estimated to be built in the next 5...

Azure SQLMicrosoft Fabric
Nov 6, 2024
2
2

RAG with SQL Vector Store: A Low-Code/No-Code Approach using Azure Logic Apps

Divya Swarnkar Pooja Kamath Davide Mauri
Divya,
Pooja,
Davide

Data is at the heart of every AI application, and efficient data ingestion is critical for success. With over 1,400 enterprise connectors, Logic Apps offers unmatched access to a diverse range of systems, applications, and databases, whether hosted in the cloud or on-premises. These connectors give businesses the flexibility to keep their data wher...

Azure SQLAIVectors
Nov 6, 2024
14
6

Exciting Announcement: Public Preview of Native Vector Support in Azure SQL Database!

Pooja Kamath Davide Mauri
Pooja,
Davide

Public Preview of Native Vector Support in Azure SQL Database We are excited to share that the dedicated vector data type in Azure SQL Database, which was previously available through the Early Adopter Preview, is now transitioning to Public Preview! As of today, the Vector data type and its associated functions are accessible to everyone, automat...

AIAzure SQLVectors