Edge computing is becoming one of the most significant trends in how data is processed and stored closer to the source of data. This approach minimizes latency, improves the processing of real-time data, and reduces the strain on centralized data processing facilities. Understanding Edge Computing Edge computing refers to computing data as close to the…
In 2024, there are many great things that are expected to happen to enterprises, but the place is not devoid of great threats in the cybersecurity arena. Companies will be targets for cyber criminals which makes cloud security a top concern. Hackers are interested in compromising any weakness that they find in an enterprise’s attack…
Blockchain technology has quickly become widely known because of the use of cryptocurrencies such as Bitcoin. However, its uses are not limited to digital currencies only but has a wider reach in the financial market. Starting from the financial industry, going through logistic industry, blockchain can potentially disrupt traditional approaches to improve their effectiveness. Blockchain…
AI and ML are making waves in the healthcare sector as they provide solutions to various challenges in the healthcare industry. These technologies are revolutionizing the ways doctors and other healthcare providers approach diagnosing, treating, and managing ailments. The use of AI and ML helps in decision-making because of its speed and accuracy, and personalized…
Telecommuting as a concept has become more and more the new reality, changing the ways of working and cooperation. The internet and the use of computers have also enabled employees to work from anywhere in the world. Telecommuting as a Technological Innovation The transition to remote work has been fast and thus has led to…
The advancement in technology is becoming broader, better and faster with each passing day and with such advancements, human beings do not cease to amaze themselves on how they can manipulate their gadgets and the world around them. The advancements in computers have been made, specifically the invention of quantum computing and it is not…
In the modern world of active development of technologies, Artificial Intelligence is one of the most significant trends that change our lives. From smartphones to voice assistants, AI has become a part of human lives in different spheres, providing comfort, productivity and uniqueness. Understanding Artificial Intelligence: AI can be described as the replication of human…
AI is still evolving and reshaping the world of technology with new possibilities of what machines are capable of. Another modern development in the AI, and more specifically in the NLP, is called Retrieval-Augmented Generation (RAG). This new approach takes the best from generative models and retrieval-based techniques, thus producing more accurate and contextually relevant…
Retrieval and generation in NLP have set the stage for more complex models such as the Retrieval-Augmented Generation (RAG). RAG integrates retrieval models and generative models to provide better and contextually appropriate answers. In this guide, you will learn how to apply RAG for NLP applications, including data preprocessing, choosing a model, incorporating retrieval models,…
Over the years, artificial intelligence has introduced various developments and among them, we have the Retrieval-Augmented Generation (RAG). RAG blends the performance of retrieval-based models with generative models, thus enhancing the information retrieval and response generation. This blog discusses future developments of RAG, new ideas, and the field’s potential uses in different sectors including healthcare…
