Category Archives: Artificial Intelligence

Navigating the Future of AI: Embracing Federated Learning for Enhanced Privacy and Diverse Data

Revolutionising AI with Federated Learning: A New Era of Secure and Diverse Data Usage

Introduction: The landscape of artificial intelligence (AI) is evolving rapidly, and with it, the methodologies for training machine learning models. A pioneering approach that’s gaining traction is Federated Learning AI, a paradigm shift from the traditional centralized training methods. This article delves into federated learning, exploring its mechanics, types, challenges, and real-world implications. Unpacking Federated […]

Building a Retrieval Augmented Generation (RAG) System: Harnessing AI for Enhanced Information Retrieval

Introduction In the realm of artificial intelligence and natural language processing, Retrieval Augmented Generation (RAG) systems stand as a beacon of innovation. These systems merge the meticulousness of retrieval-based AI with the creativity of generative models, creating a synergy that revolutionizes how machines understand and respond to human language. This blog post embarks on a […]