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Why Text-to-SQL is Failing for Agents and How to Fix It?
Why Text-to-SQL is Failing for Agents and How to Fix It?

A proposed solution for a zero inaccuracy data retrieval for Agents

12/20/2024
Moving On
Moving On

Peering 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 with a mix of pride and sadness.

11/27/2024
Roll Call
Roll Call

Nike Airforces.

6/14/2024
Creating Demand Gen Campaigns — A Step-by-Step Guide
Creating Demand Gen Campaigns — A Step-by-Step Guide

How to build a pipeline for PLG and PLS go-to-market strategies

4/11/2024
A Comprehensive Guide to Using AI Tools for Marketing
A Comprehensive Guide to Using AI Tools for Marketing

How to leverage the power of artificial intelligence to create and optimize your marketing content, campaigns, and analytics.

3/24/2024
Databases 2.0
Databases 2.0

In 1970, a seemingly uncanny paper titled — 'A relational model of data for large, shared data banks,' was published by E.F. Codd from IBM Research Laboratory.

3/2/2024
Is the Vision Pro a Consumption Device or a Creativity Device?
Is the Vision Pro a Consumption Device or a Creativity Device?

I walked with the urgency and excitement of an addict about to get his fix.

2/11/2024
Attention is All you Need. Choice is All we Want.
Attention is All you Need. Choice is All we Want.

2023 will go into the annals of AI history as an inflection point. But what is lesser known is that Gen AI would have been inconsequential without the power of choice.

1/6/2024
This is going to be hard
This is going to be hard

A personal reflection on the emotional journey of watching a daughter leave for college, including the significance of everyday moments and errands.

4/4/2024
Davos Diaries 2024 — A Tale of Badges, Bollywood, and the Entropic Business World
Davos Diaries 2024 — A Tale of Badges, Bollywood, and the Entropic Business World

The second law of Thermodynamics describes the notion of entropy, exploring how this concept applies to the modern business world through experiences at Davos.

1/18/2024
Step-by-Step Guide to Boosting Enterprise RAG Accuracy
Step-by-Step Guide to Boosting Enterprise RAG Accuracy

A detailed guide on how semantic chunking with newer models like Gemini Flash 2.0 with very large context sizes can improve enterprise RAG systems.

2/19/2025
When Brands Become Bland
When Brands Become Bland

A Lesson in Craftsmanship exploring how brands can maintain their distinctiveness and avoid becoming bland in the modern market.

2/16/2025
How to Increase the Accuracy of Enterprise RAG Using Gemini Flash 2.0
How to Increase the Accuracy of Enterprise RAG Using Gemini Flash 2.0

The typical approach to RAG (Retrieval-Augmented Generation) is pretty blunt — exploring how to improve accuracy using Gemini Flash 2.0.

2/10/2025
Building Enterprise AI Applications with Single-shot Data Retrieval
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 — exploring single-shot data retrieval for enterprise AI applications.

2/6/2025
The Rise of New Wealth Creators in the Age of AI
The Rise of New Wealth Creators in the Age of AI

An exploration of how AI is reshaping wealth creation through the lens of knowledge creation, distribution, and exploration, examining the evolution from traditional networks to AI-driven systems.

1/29/2025
A Developer's Roadmap to Getting Started with AI in 2025
A Developer's Roadmap to Getting Started with AI in 2025

A comprehensive guide for junior developers on building, deploying, and monetizing AI-powered SaaS applications, covering LLMs, tools, and practical strategies.

1/2/2025
Database Trends of 2024: What You Missed and Why It Matters
Database Trends of 2024: What You Missed and Why It Matters

A comprehensive analysis of database market trends, innovations, and predictions for 2025 and beyond, covering MySQL, Postgres, SQLite, DuckDB, and AI integration in databases.

12/6/2024
How to Build a Multi-Agent RAG System (MARS) with OpenAI Swarm
How to Build a Multi-Agent RAG System (MARS) with OpenAI Swarm

A practical guide to building Multi-Agent RAG Systems (MARS) using OpenAI Swarm, demonstrating how to blend structured and unstructured data processing for enterprise AI applications.

11/8/2024
A Beginner's Roadmap to Learning AI in 2025
A Beginner's Roadmap to Learning AI in 2025

A comprehensive guide for beginners starting their journey into AI, covering fundamental concepts, tools, and practical learning paths for 2025.

10/25/2024
The Art and Science of Effective Storytelling
The Art and Science of Effective Storytelling

An exploration of storytelling techniques that combine creative artistry with scientific principles to create compelling narratives.

10/15/2024
How to Build Enterprise AI Apps with Multi-Agent RAG Systems (MARS)
How to Build Enterprise AI Apps with Multi-Agent RAG Systems (MARS)

A detailed exploration of building enterprise AI applications using Multi-Agent RAG Systems, focusing on practical implementation and best practices.

10/15/2024
The 7-Factor Enterprise AI App
The 7-Factor Enterprise AI App

A comprehensive methodology for building enterprise-grade generative AI applications, inspired by the Twelve-Factor App principles for cloud computing.

8/14/2024
The Opposite of a Good Idea: Do Billboards Still Matter in the Digital Age?
The Opposite of a Good Idea: Do Billboards Still Matter in the Digital Age?

An analysis of traditional billboard advertising's relevance and effectiveness in today's digital marketing landscape.

8/1/2024
The Polarity Shift: What Does Google's SGE and AI Overviews Announcement Mean for Business Websites
The Polarity Shift: What Does Google's SGE and AI Overviews Announcement Mean for Business Websites

An in-depth analysis of Google's Search Generative Experience (SGE) and AI Overviews, and their impact on business website strategies.

7/15/2024
The Parrotfish Principle: How to Craft Compelling Product Messaging
The Parrotfish Principle: How to Craft Compelling Product Messaging

A unique approach to product messaging inspired by nature, offering insights into creating memorable and effective product communications.

7/1/2024
What Does OpenAI's Acquisition of Rockset Mean for AI Companies?
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 emerged with a unique approach to real-time analytics.

6/21/2024
The Elephant Test: A Tale of Product Trust and Marketing Genius
The Elephant Test: A Tale of Product Trust and Marketing Genius

An exploration of how product trust is built and maintained through effective marketing strategies, using the elephant test as a metaphor.

6/15/2024
How to Build a Rich RAG App on MongoDB-Compatible JSON
How to Build a Rich RAG App on MongoDB-Compatible JSON

A technical guide on implementing RAG (Retrieval-Augmented Generation) applications using MongoDB-compatible JSON structures.

9/30/2024
The Next Generation of Gen AI Apps and How to Build One
The Next Generation of Gen AI Apps and How to Build One

An in-depth guide to building next-generation AI applications, exploring cutting-edge techniques and practical implementation strategies.

9/30/2024
The Ultimate Guide to Vector Databases — 2024 and Beyond
The Ultimate Guide to Vector Databases — 2024 and Beyond

In a world burgeoning on the brink of a fourth industrial revolution, almost every nuance of human interaction is becoming digital.

12/10/2023
Why You Don't Need a Vector-only Database?
Why You Don't Need a Vector-only Database?

Introduction In my last article, I drew parallels between the evolution of life and the progression of human innovation, tracing a cyclic pattern.

11/20/2023
Building Blocks of AGI — How Agent Architecture is Shaping the Way we Build AGI Systems
Building Blocks of AGI — How Agent Architecture is Shaping the Way we Build AGI Systems

An deep dive into a shift from simple programming practices to the creation of sophisticated, autonomous Agents, paving the way for AGI.

11/12/2023
What does OpenAI's announcement mean for Retrieval Augmented Generation (RAG) and Vector-only Databases?
What does OpenAI's announcement mean for Retrieval Augmented Generation (RAG) and Vector-only Databases?

In case you missed it, OpenAI made a series of announcements today. I plan to delve into the other significant items in a future post.

11/6/2023
Secrets to Optimizing RAG LLM Apps for Better Accuracy, Performance and Lower Cost!
Secrets to Optimizing RAG LLM Apps for Better Accuracy, Performance and Lower Cost!

A comprehensive guide on how to improve performance, accuracy and reduce costs for LLM apps built using Retrieval Augmented Generation.

9/23/2023
A comprehensive guide to building a custom Generative AI enterprise app with your data
A comprehensive guide to building a custom Generative AI enterprise app with your data

I have fond memories of my college days.

5/23/2023