Azure SQL Devs’ Corner

Voices from the Azure SQL PM Team, focusing on development and developers

OpenAI - Azure SQL Devs’ Corner

Vanna.ai and Azure SQL Database

April 3, 2024 Apr 3, 2024 04/3/24
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/...

NL2SQL with LangChain and Azure SQL Database

February 19, 2024 Feb 19, 2024 02/19/24
Brian Spendolini
(image) 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 ...

Chat with your data in Azure SQL Database

February 6, 2024 Feb 6, 2024 02/6/24
Muazma Zahid
Welcome to the exploration of how to chat with your data in Azure SQL Database. Being able to interact with your data more intuitively and conversationally can significantly enhance your data analysis and decision-making processes. This blog post will guide you through the process of setting up a chat interface for your Azure SQL Database, ...

Vector Search with Azure SQL Database

November 15, 2023 Nov 15, 2023 11/15/23
Muazma Zahid
With public preview of integrated vectorization, a ground-breaking capability of vector search in Azure AI Search (previously Azure Cognitive Search), you can do vector search with data stored in Azure SQL Database easily. This feature is designed to streamline the process of chunking, generating, storing, and querying vectors for vector ...

Vector Similarity Search with Azure SQL database and OpenAI

June 4, 2023 Jun 4, 2023 06/4/23
Davide Mauri
Vector databases are gaining quite a lot of interest lately. Using text embeddings and vector operations makes extremely easy to find similar “things”. Things can be articles, photos, products...everything. As one can easily imagine, this ability is great to easily implement suggestions in applications. From providing suggestions on ...

Make data more human with Azure OpenAI and Azure SQL

April 14, 2023 Apr 14, 2023 04/14/23
Valentina Alto
In January 2023, Microsoft announced the General Availability of the Azure OpenAI Service (AOAI), which allows Azure customers to access OpenAI models directly within their Azure subscription and with their own capacity. (image) There are four models families available at the moment:   (image) In this ...