Develop AI

Build Haystack QA pipeline to improve search results

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…

December 1, 2022  ·   11 min read

What part does a Data Scientist play in an AI initiative?

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…

October 27, 2022  ·   4 min read

Mantium is now available on the Amazon Web Services Marketplace

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…

September 13, 2022  ·   2 min read

Transformer Model DistilBERT: All you need to know

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…

July 19, 2022  ·   5 min read

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