Jason Haley

Ramblings from an Independent Consultant

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?

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.

(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).