💬 Why NLP Matters More Than EverIn a world overflowing with text and voice data — emails, chats, documents, reviews, and social media, Natural Language Processing (NLP) has become the silent engine behind…
LLM Reasoning Techniques LLM Reasoning Techniques How Large Language Models "Think" Beyond Text Generation Large Language Models (LLMs) have transformed how we interact with AI — from writing assistants to…
RAG stands for Retrieval-Augmented Generation, a framework that combines two powerful concepts in artificial intelligence: retrieval and generation. It uses a combination of a retriever (to fetch relevant external knowledge…
 In AI, RAG (Retrieval-Augmented Generation) and Sequential (sequential models) refer to two different paradigms for processing and generating information: Retrieval-Augmented Generation (RAG):Definition: RAG is a hybrid AI model that combines information…
PROMPT ENGINEERINGEffective prompt engineering can significantly enhance the performance of AI models by guiding them to generate more accurate and contextually relevant outputs.RETRIEVAL AUGUMENTED GENERATORA hybrid approach that combines the…