All that is under the Sun
In the real world, outcomes are rarely certain. Will it rain tomorrow? Will a stock price go up? Will a user click on an ad? Probability theory provides the mathematical framework for reasoning about uncertainty, and at the heart of this framework lies the concept of a probability distribution. A probability distribution is a fundamental …
Alright folks, settle in! We’re about to embark on a journey into a field that feels a bit like magic, a bit like programming, and sometimes, a bit like trying to teach a super-intelligent alien how to make a sandwich using only interpretive dance. Welcome to the wild, rapidly evolving world of Prompt Engineering! Prompt …
“Remembrance of things past is not necessarily the remembrance of things as they were.” Marcel Proust Memory. It shapes our identities, informs our decisions, and—if you believe the ancient Greeks—steers our destinies. Yet for all its importance, memory can be a fickle thing. We humans can remember a childhood phone number for decades, yet blank …
Have you ever noticed how your brain effortlessly maps out the fastest route to work—or zeroes in on the murderer halfway through a mystery novel? That’s reasoning in action: the invisible yet powerful mental machinery we use to draw conclusions, make decisions, and understand the world. Now, imagine machines doing the same thing. In recent …
Dive deep into Retrieval-Augmented Generation (RAG) models. Understand their architecture, implementation with LlamaIndex, and diverse applications Picture this: a computer that can write like a person, but with the superpower of reading through a whole library in seconds to give the best answers possible. Welcome to the world of Retrieval-Augmented Generation or RAG for short. …
In Jane Austen’s Emma, the heroine finds herself suddenly alone after her close companion marries, left with “no prospect of a third to cheer a long evening” and only her kind but feeble father for company. Austen writes that Emma, “with all her advantages, natural and domestic, was now in great danger of suffering from …