Madhukar Kumar

Nov 27, 2024 | medium.com | Madhukar Kumar

Madhukar Kumar·FollowPublished inmadhukarkumar·3 min read·--Image generated by MidjourneyPeering over his thick glasses and a daunting spectacle of wild facial hair, Prakash, my first true mentor in my early career days, looked at me and said, “You are doing this wrong.” I remember feeling a mix of nervousness and uncertainty, wondering if he was about to dismantle my entire plan.

Nov 11, 2024 | medium.com | Madhukar Kumar

Madhukar Kumar·FollowPublished inmadhukarkumar·6 min read·--The world of storytelling in a movie theaterI come from a long line of movie watchers, but the thing that draws me most about a movie is when the lights go dark, and you are suddenly and instantly transported into a magical universe rife with possibilities, emotions, and waves of vicarious experiences streaming through gradually unfolding chapters. But what happens when the movie ends?

Aug 18, 2024 | madhukarkumar.medium.com | Madhukar Kumar

I recently did a webinar where I walked through taking an existing RAG app on MongoDB and then moved it to SingleStore with zero code change and then added rich analytics to it. Why do this? Most RAG-based applications were initially restricted to text-based responses that required searching through unstructured data, but more recently, more and more enterprise customers have started to build internal-facing copilot apps for their employees.

Aug 14, 2024 | medium.com | Madhukar Kumar

This is a continuation of my previous article on Multi-Agent RAG Systems (MARS) for Enterprise AI apps. The following is a proposed methodology called the Seven-Factor Enterprise AI (an inspiration from the original 12 Factor App article about cloud computing) that I posted on my Github repo. If you have comments and/or suggestions for modifications please feel free to respond here or do a pull request on the repo.

Jul 7, 2024 | madhukarkumar.medium.com | Madhukar Kumar

I am in a dimly lit conference room at a hotel where the atmosphere is thrumming with anticipation. Large, bright monitors illuminate the stage, casting a glow over rows of chairs filled with business executives, each eager to learn and network. My boss, a master of the art of schmoozing, whispers - "time to network," and dives into the crowd with the ease and grace of a seasoned diplomat.