On Vector Databases and Gen AI. Q&A with Frank Liu
Q1. From a database perspective, what are the main challenges that Generative AI (GenAI) poses? The biggest challenge that Gen AI poses is scale. We have so many sources of data – data used...
Category: Big Data, Analytical Data Platforms, AI and Data Science
On Retrieval Augmented Generation. Q&A with Neil Kanungo
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...
On Vector Databases. Q&A with Frank Liu
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...
On Vector Embeddings. Q&A with Neil Kanungo
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...
On Large Language Models and Architectures. Q&A with Neil Kanungo
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...
On Data Fabric and Data Mesh. Q&A with Jeffrey Fried
“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...
On Vector Databases. Q&A with Neil Kanungo
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...
Introducing KDB.AI
Discover how our new vector database boosts Natural Language Processing and Generative AI search applications with relevancy at scale. KDB.AI is a powerful knowledge-based vector database and search engine that allows developers to build...
On Real-time AI. Q&A with Madhukar Kumar
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...
State of Healthcare in the Asia-Pacific region. Q&A with Luciano Brustia
” I don’t think any other industry faces the same challenges regarding the criticality and complexity of data. In no other sector is data quality so critical – it can be the difference between...