Jason Haley

Ramblings from an Independent Consultant

Demo Review: Azure Search OpenAI Javascript/Typescript

Demo Review: Azure Search OpenAI Javascript/Typescript This is the second in the family of Azure Search OpenAI demos that I’m reviewing. Last week I reviewed the C# version. As you’ll see below, the Javascript version is a bit different. The user interface (UI) functionality is provided by a set of web components that you can add to about any web application (ie. React, Angular, Vue, etc.) - in fact the web application in the demo is written in React.

Posted by Jason on Monday, February 19, 2024

Demo Review: Azure Search OpenAI Demo C#

Demo Review: Azure Search OpenAI Demo C# If you are looking for Retrieval Augmented Generation (RAG) demos that utilize Azure Search and Azure OpenAI (along with several other supporting Azure services), then there is a set of related demos that do just that in GitHub. This family of RAG demos consists of: azure-search-openai-demo-csharp - written in C#. azure-search-openai-demo - written in python. azure-search-openai-javascript - written in javascript/typescript. azure-search-openai-demo-java - written in java.

Posted by Jason on Wednesday, February 14, 2024

Demo Review: Simple RAG using SQL Server, OpenAI and Function Calling

Demo Review: Simple RAG using Blazor, SQL Server, Azure OpenAI and Function Calling If you are like me, a full stack C# developer who is attempting to get up to speed on how GenAI technologies are going to show up in our business applictions - then after you get the first demo up and running, this demo (also by Michael Washington) is a great next step. RAG (Retrieval Augmented Generation) applications typically have the following steps:

Posted by Jason on Sunday, February 11, 2024

Demo Review: Simple RAG using SQL Server and OpenAI

Demo Review: Simple RAG using Blazor, SQL Server and Azure OpenAI Are you a full stack C# developer attempting to get up to speed on all this GenAI stuff? Are you typically a relational database developer (ie. SQL Server) wondering what all the hoopla is around vector databases and more importantly how all this stuff relates to some type of functionaly that you have a chance at really using in your day-to-day work?

Posted by Jason on Wednesday, February 7, 2024

RAG Demo Chronicles

Introducing: The RAG Demo Chronicles (Blog Series) In my last blog entry I mentioned how I’ve been spending a lot of time learning AI related topics lately. Recently the newest research topic is RAG (Retrieval Augmented Generation). The more I learn about RAG, the more I am convinced it is how my clients will be able to take advantage of GenAI in the short term. For those of you who are not familiar with the topic, you may have heard a presentation or blog focusing on “How to Chat with Your Documents” or something along those lines - these are usually about RAG.

Posted by Jason on Sunday, February 4, 2024

(Personal Update) Learning AI

This is the first of many blog posts I plan to make this year, stay tuned (please subscribe) for more soon. Learning AI Currently I am working my way through the four stages of competence with the topic of AI. This quarter (Q1 of 2024), I’m currently working on moving from stage 2 to stage 3 in the four stages of competence. For reference, those stages are: Unconscious incompetence Conscious incompetence Conscious competence Unconscious competence Last year I moved from stage 1 to stage 2: In the beginning of last year (2023) I had my head buried in the sand while all the other leaders in my industry were actively learning how to use the latest and greatest AI tool (ChatGPT).

Posted by Jason on Thursday, January 18, 2024

Azure VPN Client Using Point-to-Site to Connect to Azure SQL Database

Connect to Azure using Point-to-Site VPN to Connect to Azure SQL Database This past week a client of mine gave me a challenge: Configure an environment that meets the following criteria Remove the need to manage IP addresses for SQL Azure Use a hub and spoke VNET configuration Connect to Azure using a VPN - using Azure Active Directory (AAD) authentication would be a bonus Connect to SQL Azure using AAD authentication Originally, I thought this would be quick and simple … turns out it isn’t.

Posted by Jason on Saturday, March 18, 2023

Quickstart: Deploy an existing container image to Container Apps using Bicep

Like my last post (Quickstart: Container Apps using Bicep), this post is a supplement to the existing Azure Container Apps docs and provides a Bicep walkthrough to getting started. Quickstart: Deploy an existing container image to Container Apps using Bicep Azure Container Apps is a serverless platform to run and orchestrate your container applications. In this quickstart, you’ll use Bicep to create a Container Apps environment with an existing container image stored in an Azure Container Registry.

Posted by Jason on Thursday, April 7, 2022

Quickstart: Container Apps using Bicep

This quickstart is a supplement to the existing Azure Container Apps docs and provides a Bicep walkthrough to getting started. Quickstart: Deploy you first container app using Bicep Azure Container Apps is a serverless platform to run and orchestrate your container applications. In this quickstart, you’ll use Bicep to create a Container Apps environment with the helloworld sample container image. If you have not used Bicep yet or want to learn more about what it can do, I recommend going through the Fundamentals of Bicep learning path to get you started.

Posted by Jason on Wednesday, April 6, 2022

How to set environment variables in a Container App using the Azure CLI

Last month when I presented on Azure Container Apps, I was asked “How would you set an environment variable?”. Since it isn’t currently surfaced in the Azure Portal, I wasn’t sure. Container Apps is still in preview and right now the best way to access the largest amount of features is by using ARM or Bicep … but since it is new a lot of people start with the Portal or the Azure CLI to explore.

Posted by Jason on Sunday, March 20, 2022

ABOUT ME
avatar

Jason is an experienced developer and solutions architect focused on helping companies provide real business value with custom software development using the Microsoft stack of technologies. This includes C#, .NET, Azure and AI services. In 2024, Jason was awarded a Microsoft MVP in AI - highlighting his latest focus on AI and specifically Generative AI technologies in real world business applications. The prior seven years, he was a Microsoft Azure MVP.

Let's work together to find solutions that fit your needs. Reach out today to discuss how I can support your goals—I'm here to help!

Jason Haley MVP