The Future of Artificial Intelligence
Introduction Artificial Intelligence (AI) has long transitioned from the realm of science fiction to an integral part of modern life, driving innovation across a myriad of sectors. As we stand on the brink of a new era defined by technological advancements, the future of AI presents both exhilarating possibilities and […]
Evolution of AI Agents
Introduction Artificial Intelligence (AI) has been transforming various domains, from healthcare to finance, over the past few decades. In recent years, AI agents—autonomous entities that perceive their environment and take actions to achieve specific goals—have emerged as a pivotal aspect of this evolution. The development and sophistication of AI agents […]
Speaking LLM
Speaking LLM: Exploring the New Frontier of Context-Aware Generation Introduction In the rapidly evolving landscape of artificial intelligence, Language Learning Models (LLMs) have played a pivotal role in redefining how machines understand and generate human language. While Retrieval-Augmented Generation (RAG) has been a significant breakthrough, a new technique called Context-Aware […]
Different types of RAG
Introduction In the rapidly evolving landscape of artificial intelligence, Retrieval-Augmented Generation (RAG) has emerged as a powerful paradigm that combines the strengths of both retrieval-based and generative models. The significance of RAG lies in its ability to enhance the quality and relevance of generated content by integrating external knowledge sources. […]