Showing results for Azure OpenAI - Azure SQL Devs’ Corner

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...

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...

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...

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...

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...

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...

We are super excited to announce the Early Adopter Preview of Native Vector Support in Azure SQL Database and are currently accepting requests from customers who wish to participate. Latest update - 06 November 2024 Vector Support is now available as Public Preview! Read the announcement here: Public Preview of Native Vector Support in Azure ...

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/natural lan...

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 you want as if ...

In my previous posts, I have covered using Azure OpenAI services with Azure SQL Database via REST endpoints. This post with further explore that pathway by creating stored procedures you can use to encapsulate the REST calls and combine them with custom business logic for AI content moderation with Azure SQL Database. A Quick Introduction The ser...