Azure SQL Devs’ Corner

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

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 ...

Using AI for Content Moderation with Azure SQL Database

February 12, 2024 Feb 12, 2024 02/12/24

Brian Spendolini

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 ...

Winter 2023 Service Update for External REST Endpoint Invocation

November 30, 2023 Nov 30, 2023 11/30/23

Brian Spendolini

As December approaches, it's time for the winter 2023 update for External REST Endpoint Invocation. We have added four new Azure Service Endpoints: Bing Search, Azure Key Vault, Azure Communication Services, and Azure AI Search. Let's look at a few examples of using these new endpoints. Bing Search Endpoints Bing Seach has many useful API ...

How I built a session recommender in 1 hour using Open AI

October 18, 2023 Oct 18, 2023 10/18/23

Davide Mauri

As a developer, I often attend conferences to learn new skills and network with other professionals. However, conferences can be overwhelming, especially when they offer dozens of sessions on different topics. How can I decide which ones are worth my time and attention? That's why I decided to use OpenAI to create a tool that can help me ...

Generate images with Azure OpenAI Service (DALL-E) and Azure SQL Database

September 25, 2023 Sep 25, 2023 09/25/23

Brian Spendolini

Following on the series of OpenAI posts I have done recently, here is a quick how-to on using DALL-E with External REST endpoint invocation in the Azure SQL Database. Using the OpenAI service in Azure, we can use the image generation REST endpoints to create new and wonderful images such as, if you remember, the cat in the data center. ...

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