Enterprise Info functions assist companies use their information as a useful resource to make important choices and we’re going to construct one with AI.
AI will inevitably play an ever-increasing position in BI instruments; extra particularly, LLM-based functions will enable BI apps to create visualizations, present insights by means of information evaluation, and automate enterprise reporting.
So, on this article, we are going to discover how an LLM software can assist create enterprise info. It received’t be a full-blown BI software; it’s going to, nonetheless, routinely create charts and a textual report immediately from information.
We are going to use the OpenAI API by way of CrewAI to construct a program that can present the potential of AI on this discipline and can lead to a easy AI-driven BI software.
I ought to level out that I’m utilizing these specific parts as they’re handy — I used CrewAI in a latest tutorial (in case you are new to CrewAI, I’d encourage you to learn it) and am getting comfy with it. CrewAI makes use of OpenAI by default, so I’ve gone with that, too.
One other LLM, similar to Anthropic’s Claude, Google’s Gemini, and many others. can be as efficient and…