Showing results for Python - Azure SQL Devs’ Corner

Mar 18, 2025
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Build a Streamlit application with Fabric SQL Database

Sunitha Muthukrishna
Sunitha Muthukrishna

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...

PythonAzure SQLFabric SQL Database
Jan 8, 2025
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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 SQLAIVectors
Dec 16, 2024
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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 19, 2024
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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 SQLAIVectors
Oct 22, 2024
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Soccer Analytics Copilot with Azure SQL and OpenAI

Davide Mauri Eladio Rincón
Davide,
Eladio

The Football (aka Soccer in US 😀) Analisys Copilot provides an intuitive interface for users to interact with complex football data without needing advanced technical skills. By utilizing natural language processing, users can ask questions and retrieve detailed insights from vast datasets, including competitions, matches, teams, players, and e...

Azure SQLVectorsPython
Oct 1, 2024
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Smart Resume Matching: Document RAG with Azure SQL DB & Document Intelligence

Pooja Kamath
Pooja Kamath

Hey Azure SQL enthusiasts! 👋 We had a hiring event last week, and as I was going through a stack of digital resumes, I thought, "There has to be an easier way to do this." That's when it hit me—why not use Azure SQL DB’s new vector data type to revolutionize our hiring process? Not only could we find the perfect candidate faster, but we could al...

Azure SQLAIVectors
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 SQLAIPython
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 SQLPythonOpenAI
Apr 18, 2024
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Vector Search Optimization via KMeans, Voronoi Cells and Inverted File Index (aka “Cell-Probing”)

Davide Mauri
Davide Mauri

In a previous article I already mentioned how vectors can be easily stored in Azure SQL already and how to calculate dot product and cosine distance using just T-SQL. In this article I will show how to improve the performance in vector search by using a technique that has many name but is really based on something very well know already: KMeans Clu...

AIAzure SQLVectors
Oct 4, 2023
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Creating a Kubernetes Application for Azure SQL Database

Buck Woody
Buck Woody

Creating a Kubernetes Application for Azure SQL Database Buck Woody, Principal Applied Data Scientist, Microsoft Modern application development has several challenges. From selecting a "stack" of front-end through data storage and processing from several competing standards, through ensuring the highest levels of security and performance, dev...

Azure SQLPythonREST