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In the remote world, people are working everywhere, resulting in heaps of digital information everywhere. Knowledge is in our emails, notes, and office workspaces, primarily virtual ones like Slack and Teams. The sheer volume of information available when looking for content in a knowledge management system (KMS) might be intimidating.…

There is information everywhere. It’s in our emails, notes, and office workspaces, primarily virtual ones like Slack and Teams. The sheer volume of information available when looking for content in a knowledge management system(KMS) might be intimidating. It gets even worse, as we often document information in other applications used…

Blue power button icon on white background. illustrator vector. Most of us are familiar with the proverb “Knowledge is power.” Francis Bacon is credited with writing it in his Meditationes Sacrae dated 1597. A saying from many centuries ago is still valid today. We construct our awareness of the world…

Create enterprise efficiencies using Question Answering Models. Over the past few years, question answering has developed rapidly. Question Answering (QA) has come a long way over the last couple of years. QA is the task of answering questions (typically reading comprehension questions); QA models can retrieve the answer to a…

Critical data needed for AI initiatives is lacking. Over the past few years, data has exploded, but getting the correct data is difficult. AI and ML are the most disruptive technology of our lifetime.  According to IDC’s AI Strategies View 2021 Survey— AI disrupters report a 39% improvement in customer…

Over the past few years, data has exploded. It is projected that by 2025, data will grow to over 180 zettabytes globally. Yes, you read that correctly, zettabytes. In the world of big data, most of that data is unstructured. Unstructured data can be anything, including media, imaging, audio, sensor…

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…

At the end of this article you will have an understanding of what Question Answering (QA) is, types of QA models and how they work. Introduction Remember when you were in high school, in English exams, you would have a section where you were expected to read a passage and…

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…