Retrieval-Augmented Generation (RAG) is an AI framework that enhances the capability of an LLM to provide answers relevant to a certain domain by referring to a private knowledge base before generating answers. Today, LLMs have fast become the primary source of answers for a wide range of questions that we have on a daily basis. … Continue reading Understanding Retrieval-Augmented Generation (RAG)
The objective of this article is to understand the AI ecosystem. The series of articles to follow will explore the role each part of the ecosystem plays. This helps increase the adoption of AI in a way that boosts human productivity. In this series of articles, we will talk about various components of AI including: … Continue reading AI Ecosystem – Gen AI models
Achieving Artificial Intelligence involves creating machines capable of human-like thought processes. This endeavor is predicated on the belief that human cognition can be modeled and replicated in non-human entities. In essence, AI assumes that human thought follows logical patterns that are both understandable and reproducible. Philosophy, the discipline dedicated to the study of human thought … Continue reading History of AI
Industrialization was truly a remarkable development for human beings, factory productions and the idea of consumerism. With the help of machines, factories could now increase their output multifold and more number of people could afford products that were earlier out of their reach. Machines could now complete tasks that were earlier done by one or … Continue reading AI vs ML vs Deep Learning
Cloud Pandey 