LangChain Agents to query Power BI datasets in Microsoft Fabric

The Tipping Point in Business Intelligence

The realm of Business Intelligence (BI) stands on the brink of a revolution, one that promises to redefine our understanding and management of data. At obvience.com, we’re no strangers to the waves of change that periodically sweep through the tech landscape. Yet, the seismic shift brought about by Generative AI (GenAI) and Large Language Models (LLMs) is something altogether different. It’s not just an evolution; it's a transformation.

Well, what if I asked you how much was your life in the world of BI about to change with the advances of GenAI and LLMs? Some of you are laughing it off and some of you are taking it very seriously, just like I do.

In the last few weeks I went on a journey to answer this question for myself... Should I worry? Should I be looking at other options career wise? Or should I just ignore it and find something else to worry about...

Well, the answer is clear, the tsunami of change is a-coming. I don't know if it will happen this year... or next year... But I am certain that it will happen.

This video is a result of the last few weeks worth of research. First, I was able to use LLMs (OpenAI) for data enrichment in Microsoft Fabric. Then I was able to bring my own data into the fold and now this.. LangChain agents...

An LLM Agent is a technology that transcends the typical LLM limitations by giving LLMs tools to do amazing things. In this case, we are able to query and make sense of our Power BI datasets or I guess I should say semantic models, now. This is crazy, we can literally now use prompts like we do in ChatGPT to replace pages and pages of code, moreover, we can simply use existing policies and procedures or even requirement documents to implement logic without having to write a single if/else statement.

So... our lives are about to change, we can either fight it or embrace it... I intend to be leading this change and I hope that you join me on this wild ride!