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Madhukar Kumar

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How to Build a Multi-Agent RAG System (MARS) with OpenAI Swarm

A few weeks ago, I wrote about Multi-Agent RAG Systems (MARS) and spoke about this proposed architecture at a series of conferences…

Nov 8

How to Build a Multi-Agent RAG System (MARS) with OpenAI Swarm

Nov 8

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How to Build Enterprise AI Apps with Multi-Agent RAG Systems (MARS)

Last year, I wrote about advanced Retrieval-Augmented Generation (RAG) as it made its way into enterprises and the emergence of Multi-Agent…

Aug 6

How to Build Enterprise AI Apps with Multi-Agent RAG Systems (MARS)

Aug 6

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The Next Generation of Gen AI Apps and How to Build One

Sitting in a room at the iconic British Library is a book that was printed over a 1,000 years ago.

May 7

The Next Generation of Gen AI Apps and How to Build One

May 7

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Human Parts

This is going to be hard

When my daughter leaves for college I will miss even the annoying errands

Apr 4

This is going to be hard

Apr 4

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madhukarkumar

The Art and Science of Effective Storytelling

I 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…

Nov 12

The Art and Science of Effective Storytelling

Nov 12

How to Build a Rich RAG App on MongoDB Compatible JSON

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…

Aug 18

A screenshot of the same RAG app that also shows rich analytics with each response to help customer support agents make real-time decisions.

Aug 18

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madhukarkumar

The 7-Factor Enterprise AI App

This is a continuation of my previous article on Multi-Agent RAG Systems (MARS) for Enterprise AI apps.

Aug 14

The 7-Factor Enterprise AI App

Aug 14

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madhukarkumar

The Opposite of a Good Idea: Do Billboards Still Matter in the Digital Age?

SingleStore Billboard on 101N in Silicon Valley

Jul 8

The Opposite of a Good Idea: Do Billboards Still Matter in the Digital Age?

Jul 8

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madhukarkumar

What Does OpenAI’s Acquisition of Rockset Mean for AI Companies?

In March of 2020, as the world huddled behind closed doors to stare into their glowing devices’ screens, a curious little tech company…

Jun 22

What Does OpenAI’s Acquisition of Rockset Mean for AI Companies?

Jun 22

Roll Call

Nike Airforces.

Jun 14

Roll Call

Jun 14

Madhukar Kumar

Madhukar Kumar

CMO @SingleStore, tech buff, ind developer, hacker, distance runner ex @redislabs ex @zuora ex @oracle. My views are my own

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