Naveenkrishnan·Aug 14LLM Decision Call — System DesignIn today AI world we know it is quite easy to design a prototype and show this to team or stakeholders the coolness of LLM and AI.
Mindful Money Mentor | Control Cash 📈 Get Freedom·Aug 7I Got Tired of PDF-to-Markdown Tools That Upload My Files. So I Found One That Doesn’tIf you work with Markdown (documentation, static sites, Notion, Obsidian notes, feeding content into an LLM), you’ve probably needed to…
Sudhakar Tripathi·Mar 22Token-Efficient RAG: How TOON and JSON Can Cut Your LLM CostsA practical guide for AI engineers who want to reduce token overhead in Retrieval-Augmented Generation pipelines — without overcomplicating…
Abhishek Tripathi·Mar 21Vector RAG vs. Vectorless RAG — Which One Actually Knows Where It Left Its Keys?Let’s be honest. The first time someone said “Retrieval-Augmented Generation,” half the room nodded like they totally knew what that meant…
Pankaj·Mar 8Stop Chunking, Start Reasoning: How PageIndex Replaces Vector Search with LLM-Driven RetrievalThe standard RAG pipeline chunks documents, embeds them, and searches by similarity. But similarity is not relevance, and for dense…A response icon2A response icon2
Amit Srivastava·Dec 23, 2025GenAI — Semantics, Vectors, LLMs, RAG, Inferences etc…If you’re feeling lost amid the acronyms and buzz words that Generative AI (i.e. GenAI) carries with it, you’re not alone.
Amy Therrien·Dec 17, 2025Mirror, Mirror on the Wall: Using RAG to Debug Your CareerI’ve been in the software tech industry for over a quarter of a century. At this stage, some things that were once hard become boring…
Dipikanta Dutta·Dec 16, 2025Your LLM Doesn’t Need More Training. It Needs Better Retrieval.Over the last few weeks, I’ve been trying to understand how to make LLMs actually useful for real engineering work — things like…A response icon1A response icon1
Kashmala Ahmad·Nov 28, 2025Building an Automated Compliance Checking System with RAG and Google GeminiRecently, I worked on a legal-tech challenge involving the development of a Retrieval-Augmented Generation (RAG) system to automate…
