Role of Databases in GenAI Applications

Introduction to Generative AI Generative AI (GenAI) represents a transformative leap in artificial intelligence, enabling machines to create human-like content, generate insights, and enhance decision-making across various domains. Unlike traditional AI models that classify or predict based on predefined patterns, GenAI leverages advanced machine learning techniques, such as deep learning and large language models (LLMs), to generate text, images, code, audio, and more. These AI models, trained on massive datasets, can understand context, generate creative outputs, automate workflows, and drive innovation in industries such as healthcare, finance, customer support, and software development. With advancements in Transformer architectures, Reinforcement Learning with Human Feedback (RLHF), and multimodal AI, Generative AI is reshaping the way businesses operate, unlocking new possibilities for automation and personalization. Value Proposition of Generative AI Applications Generative A ... Read full article.