Develop AI

Introduction In this article, we will learn how to build a question-answering (QA) system with the Haystack model using text data from our Developer portal as the knowledge base. Let’s see how we can improve the current search capabilities of the portal with this QA system. Suppose you need to become…

If you are looking to start an AI initiative, your enterprise should understand data science and the importance of this highly specialized field. The future of successful business depends on artificial intelligence and machine learning. According to a recent IDC Perspective, “How Does Data Culture Drive Enterprise Intelligence,” 83% of…

At Mantium, our goal is to bring AI to the masses, so you can quickly develop AI and then deploy an application that is useful to your enterprise.  With this goal in mind, we are now listed on the Amazon Web Services (ASW)  Marketplace.  With our availability on AWS, we…

The groundbreaking capabilities of transformer models have created an explosion of alternatives. It can be daunting to sift through all the research papers to understand how the versions differ and what they can do. This post will cover  DistilBERT, a “distilled” version of BERT, one of the leading transformer models…