Madhukar Kumar – Medium

Madhukar Kumar

Pinned

Published in
Software, AI and Marketing

How to Increase the Accuracy of Enterprise RAG Using Gemini Flash 2.0

The typical approach to RAG (Retrieval-Augmented Generation) is pretty blunt — chop up massive unstructured documents into 1000-token…

Feb 10

How to Increase the Accuracy of Enterprise RAG Using Gemini Flash 2.0

Feb 10

Pinned

Published in
Software, AI and Marketing

Building Enterprise AI Applications with Single-shot Data Retrieval

A little over two years ago, ChatGPT crashed into the tech world like a rogue wave hitting a tranquil beach — unexpected, a little…

Feb 6

Building Enterprise AI Applications with Single-shot Data Retrieval

Feb 6

Pinned

Published in
Software, AI and Marketing

Database Trends of 2024: What You Missed and Why It Matters

The CEO of OpenAI, Sam Altman, is said to have a poster hanging above his desk which reads, “No one knows what is going to happen next.”

Dec 6, 2024

Database Trends of 2024: What You Missed and Why It Matters

Dec 6, 2024

Pinned

Published in
Human Parts

This is going to be hard

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

Apr 4, 2024

This is going to be hard

Apr 4, 2024

A Comprehensive Guide to Vibe Coding Tools

If you have been hanging around developers watering holes (X and YouTube), chances are you have come across a new emerging lexicon with…

Mar 30

A Comprehensive Guide to Vibe Coding Tools

Mar 30

Published in
Software, AI and Marketing

Chapter 2 — Extraction Strategy for Accurate RAG over Structured Databases

Link to Chapter 1

Mar 1

Chapter 2 — Extraction Strategy for Accurate RAG over Structured Databases

Mar 1

Published in
Software, AI and Marketing

Chapter 1 —How to Build Accurate RAG Over Structured and Semi-structured Databases

Note — In my last article I wrote about some strategies for increasing accuracy of RAG over unstructured data in Enterprises. As I started…

Mar 1

Chapter 1 —How to Build Accurate RAG Over Structured and Semi-structured Databases

Mar 1

Published in
Software, AI and Marketing

Step-by-Step Guide to Boosting Enterprise RAG Accuracy

In my previous blog I wrote about how semantic chunking with newer models like Gemini Flash 2.0 with very large context sizes can…

Feb 19

Step-by-Step Guide to Boosting Enterprise RAG Accuracy

Feb 19

Published in
Software, AI and Marketing

When Brands Become Bland

A Lesson in Craftsmanship

Feb 16

When Brands Become Bland

Feb 16

Published in
Software, AI and Marketing

The Rise of New Wealth Creators in the Age of AI

Next time you are in a public place, look around you. Chances are 99 percent of all humans are staring at a glowing screen, some smiling…

Jan 29

The Rise of New Wealth Creators in the Age of AI

Jan 29

Madhukar Kumar

Madhukar Kumar

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

Following

Help
Status
About
Careers
Press
Blog
Privacy
Rules
Terms
Text to speech