Madhukar KumarChapter 2 — Extraction Strategy for Accurate RAG over Structured DatabasesLink to Chapter 1Mar 1Mar 1
Madhukar KumarChapter 1 —How to Build Accurate RAG Over Structured and Semi-structured DatabasesNote — In my last article I wrote about some strategies for increasing accuracy of RAG over unstructured data in Enterprises. As I started…Mar 1Mar 1
Madhukar KumarStep-by-Step Guide to Boosting Enterprise RAG AccuracyIn my previous blog I wrote about how semantic chunking with newer models like Gemini Flash 2.0 with very large context sizes can…Feb 193Feb 193
Madhukar KumarHow to Increase the Accuracy of Enterprise RAG Using Gemini Flash 2.0The typical approach to RAG (Retrieval-Augmented Generation) is pretty blunt — chop up massive unstructured documents into 1000-token…Feb 104Feb 104
Madhukar KumarBuilding Enterprise AI Applications with Single-shot Data RetrievalA little over two years ago, ChatGPT crashed into the tech world like a rogue wave hitting a tranquil beach — unexpected, a little…Feb 6Feb 6
Madhukar KumarThe Rise of New Wealth Creators in the Age of AINext 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 29Jan 29
Madhukar KumarA Developer’s Roadmap to Getting Started with AI in 2025In my last article, I wrote about a learning path of AI for beginners, in an attempt to demystify its tools and applications for day-to-day…Jan 24Jan 24
Madhukar KumarWhy Text-to-SQL is Failing for Agents and How to Fix It?A proposed solution for a zero inaccuracy data retrieval for AgentsDec 20, 20242Dec 20, 20242
