Posts in blogathon.
? “What if your voice assistant could truly understand and converse, not just respond?” In the summer of 2023, I yelled at my computer: “Play my favorite song!” Instead, it read my calendar out loud. Frustrating, right?…
In today’s fastmoving data world, teams need tools that help them build clean, easytounderstand workflows. That’s where Hamilton comes in. It’s an opensource Python framework that makes data pipelines easier to write,…
Investment research is broken — slow reports, scattered data, and surfacelevel insights. That’s why we built TheAnalystAI — a nextgen research engine that delivers deep, actionable insights across stocks, crypto, forex,…
Anthropic is redefining RetrievalAugmented Generation (RAG) systems by addressing one of their most persistent limitations: lack of context. Traditional RAG pipelines rely on semantic similarity and keyword matching to…
A concise, personal comparison of key LLM architectures developed over the past few years. This document reflects my individual understanding and curiositydriven research from the year 2017 to February 2025. This is by…
Imagine a marketing firm that lost a $2.3 million client when an employee asked an AI to "handle" a response to a client inquiry. The AI confidently generated an email with fabricated product information that reached…
In the AI Agents world of RetrievalAugmented Generation (AgenticRAG), one challenge that persists is how Agents chunk our source documents to optimize response accuracy and relevance. This blog series dives into how…
Burr – a stateful AI decision engine that allows developers to build structured, interactive AI workflows efficiently. In this article, we will: ✅ Explore Burr's stateful AI workflow ✅ Build an AIpowered chatbot using…
Use CrewAI to build a useful AI Agent with just a few lines of code. At the beginning of this year, I heard someone saying that 2025 was going to be the year of agentic AI when we would start using AI to perform tasks…
Building AI applications that truly deliver has been my obsession lately, and I’ve finally cracked something worth sharing. By creating a KafkaMCP server and connecting it with our existing QdrantMCP server, we’ve…
