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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...

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 endpoin...

On behalf of the Engineering and Product Management teams, we are happy to announce that External REST Endpoint Invocation is now GA!   What is External REST Endpoint Invocation? External REST Endpoint Invocation makes it possible for developers to call REST/GraphQL endpoints from other Azure Services from right in the Azure SQL Database....

The Azure SQL Database has two main ways to track changes with data (rows/DML) as well as table changes. One of those methods is Change Tracking with the other being Change Data Capture. Today’s post will be going into depth on Change Tracking. Change Tracking and Change Data Capture So, what’s the difference between the two? Change Data Capture ...

In part 3 of our Azure SQL database change management (CICD) series we cover testing your code using tSQLt and GitHub Actions. Prerequisites Check Refer to part 1 and part 2 for the prerequisites. Fork the GitHub Project We will be using tSQLt in this post, so I have created a GitHub project made up of several SQL Da...

Join us for part two of our Azure SQL database change management (CICD) series. This post covers local development environments with Visual Studio Code. Prerequisites Check For Database Projects to deploy correctly, we need to have the .NET Core SDK installed. You can get it here with a direct link for windows x64 here. You can also check i...

A new, exciting capability for Azure SQL Database has been announced today at //Build: Azure SQL Database has a new built-in feature that allows native integration with external REST endpoints. This means that integration of Azure SQL Database with Azure Functions, Azure Logic Apps, Cognitive Services, Event Hubs, Event Grid, Azure Containers, ...

How to solve the common problem of "insert-if-not-exists" in a very elegant, clever and scalable way.

  If you want to start coding and create your own solutions - be it an App, a Website or something else - or if you want to start a career as developer, you're in luck! There has never been so many and so good training material around, and - even better - available for free. Last addition to the amazing long list of videos and resour...