Operational Database Management Systems
Q1. What is Retrieval Augmented Generation (RAG)? Retrieval Augmented Generation (RAG) is a method that combines the capabilities of generative models, like LLMs, with information retrieval techniques. In a RAG system, when presented with...
Q1. Vector embeddings are becoming increasingly popular in natural language processing (NLP), computer vision, and other artificial intelligence (AI) applications. Why? Vector embeddings are the words and phrases that computers use to communicate. Unlike...
Q1. Despite their impressive capabilities, computers cannot easily understand text, images, audio, or other human-readable data formats. Why? Computers inherently operate on binary data, and their processing capabilities are rooted in numerical and logical...
Navigating under uncertainty: Adapting AI techniques to stochastic setting By Pranesh Srinivasan Abstract: Stochastic environments, with their unpredictable nature, might seem like a daunting problem. However, with techniques like problem decomposition, preventing overfitting, joint...
Q1. What is Large Language Model Architecture? Large Language Model Architecture refers to the design and structure of models that specialize in understanding and generating text. The most prevalent architecture is Transformer-Based, which employs...
by Heather VanCura Today, we are joined by two members of the MySQL Community Team, Frédéric Descamps (AKA lefred) and Scott Stroz. Q: Can you tell us a little about your background? Fred: I’ve worked in...
“It’s fairly common that organizations are using a data fabric pattern without calling it by that name. For example, Health Information Exchanges (HIEs) use the data fabric pattern, but they were conceived before the...
“Another rapidly evolving concept is real-time mixed criticality systems that integrate components with different levels of criticality onto a single computing platform.” Q1. Why is there a need for real-time databases? Data has become the greatest...
Q1: What is a Vector Database? A Vector Database is a specialized form of database that arranges data based on content similarity rather than just keywords. This is a game-changer for businesses that deal...
Q1. SingleStore Now will take place on October 17, 2023 at the Chase Center in San Francisco. What is the focus of this year’s conference? Q2. Why choose Generative artificial intelligence as one of the main...