Showing results for Python - Azure SQL Devs’ Corner

Oct 22, 2024
0
2

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 SQLPythonOpenAI
Oct 1, 2024
3
4

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 SQLPythonAI
Aug 1, 2024
2
1

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 SQLPythonAI
Jun 11, 2024
0
1

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
0
0

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 SQLPython
Oct 4, 2023
0
0

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
Feb 26, 2023
0
2

Using Python and Azure Functions to send data from Azure SQL Database

Drew Skwiers-Koballa
Drew Skwiers-Koballa

When building applications on Azure SQL, one of the most flexible ways to send data from your database to other systems is to use Azure Functions. Azure Functions are serverless functions that can be triggered by a variety of events, including HTTP requests, timers, and Azure SQL Database changes. In this article, we will discuss how to send data f...

Azure SQLPython
Mar 2, 2022
0
1

Create REST API in Python with Django, using the Django REST Framework and Azure SQL

Abhiman Tiwari
Abhiman Tiwari

Django is a Python-based open-source web framework. It is a popular and well-liked web framework among developers all around the world. But wouldn't it be amazing to build a website with Django while also taking advantage of Azure SQL database's security, performance, high availability, and other great capabilities? In this article, we will crea...

Azure SQLPython
May 25, 2021
2
0

LAUNCH: Build serverless, full stack applications in Azure

Anna Hoffman
Anna Hoffman

Whether you’re new or seasoned to cloud, development, and SQL, building and architecting applications in the cloud has become a required skill for many roles. Today, we’re excited to announce a new learning path to help developers of all skill levels learn how to create applications quickly and effectively with Azure.

PythonAzure SQLDevOps
Nov 30, 2020
0
0

Seasons of Serverless Challenge 1: Azure Functions and Azure SQL Database serverless

Drew Skwiers-Koballa
Drew Skwiers-Koballa

Throughout the next seven weeks we'll be sharing a solution to the week's Seasons of Serverless challenge that integrates Azure SQL Database serverless with Azure serverless compute. Learn how to develop an Azure Function that leverages Azure SQL database serverless with Challenge 1 of the Seasons of Serverless challenge.

Azure SQLPython