Retrieval-Augmented Generation (RAG) has become one of the most popular techniques in AI. It helps Large Language Models (LLMs) pull in external knowledge so they can give accurate answers. But here’s the thing: RAG is not magic. If not set up proper...
In the world of AI and Large Language Models (LLMs), you might have heard the term RAG (Retrieval-Augmented Generation). At first, it sounds a bit technical, but don’t worry — in this article, we’ll break it down in a way that’s super easy to underst...
Imagine Your Very Own Digital Helper: Understanding Agentic AI Have you ever wished you had a super-efficient assistant who could understand what you need and then go out and get it done, all on their own? Well, that's kind of what Agentic AI is like...
A vector embedding is a way of representing information (like words, sentences, images, or even users) as a list of numbers called a vector so that a computer can work with their meaning, not just their raw form. Why do we need embeddings ? Computers...
GPT stands for Generative Pre-trained Transformer. The following diagram explains GPT in a simple way: GPT (Generated Pre-Trained Transformer) Examples : GeminAI, ChatGPT etc Transformer : Transformer is Just type of AI model architecture it uses. T...
