Microsoft Fabric AI Skill Example - AI Agent that Chats with your Data

Microsoft Fabric AI Skill is a Saas (Software as a Service) tool for creating a RAG (Retrieval Augmented Generation) for analytics chat interface over your data that can be described as being similar to “Chat GPT with your data” or an “AI Agent for analytics.” This video walks you through an example of Fabric AI Skill and then demonstrates how to deploy it yourself if you would like to try it out.

This AI Skill can be deployed over a Fabric solution with 250M rows of data that enables you to deploy an end-to-end solution for testing, demos and training. The GitHub repo to deploy the solution is here: github.com/isinghrana/fabric-samples-healthcare/tr… .

MENU
00:00 - Intro
01:45 - GitHub Repo details
02:35 - Underlying Fabric Lakehouse and Warehouse
03:30 - Create a Fabric AI Skill
07:31 - Add Notes for model (unstructured System Message for RAG model)
10:25 - Add Example SQL queries (queries for RAG model to reference)
12:35 - Testing natural language queries
15:50 - Outro