So, you've heard the buzzword-Retrieval Augmented Generation, or RAG. Sounds complex, right? But hold on. We're about to break it down into bite-sized pieces. By the time you reach the end of this article, you'll not only get what RAG is but also why it's a game-changer in the realm of natural language processing (NLP). The Nuts and Bolts: What Exactly is RAG? Picture a … [Read more...] about Unlocking the Power of Retrieval Augmented Generation
Natural Language Processing
Natural Language Processing in Healthcare: an Adoption Path
According to the American Medical Association, physician burnout rate reached almost 63% in 2021, while professional fulfillment scores plummeted to 22%. This seems like the right time for the medical sector to look for a solution. Whether you already have experience with AI or not, implementing natural language processing in healthcare can take some of the load off your … [Read more...] about Natural Language Processing in Healthcare: an Adoption Path
How to Validate OpenAI GPT Model Performance with Text Summarization (Part 1)
Regardless of your occupation or age, you've heard about OpenAI's generative pre-trained transformer (GPT) technology on LinkedIn, YouTube, or in the news. These powerful artificial intelligence models/chatbots can seemingly handle any task, from creating poems to solving leetcode problems to coherently summarizing long articles of text. GPT Playground Summarizing Jupiter … [Read more...] about How to Validate OpenAI GPT Model Performance with Text Summarization (Part 1)
What Is Natural Language Processing And How Does It Work
Natural language processing (NLP) is ubiquitous and crucial to our personal and professional success. We casually issue voice instructions to our virtual house assistants, smartphones, and without much consideration, cars. Natural Language Processing and Machine Learning (ML) have enabled voice-enabled apps like Alexa and Siri to provide information, add events to our daily … [Read more...] about What Is Natural Language Processing And How Does It Work
What is Business Process Automation and How to Do it Right
Automation, not to be confused with robotics, is one of those popular buzzwords that everyone likes to throw around in the modern business world, but that doesn't make it any less impactful or transformative. However, true automation is not about the fancy tools with catchy names that you can integrate into your processes, it's about the underlying technology that makes it … [Read more...] about What is Business Process Automation and How to Do it Right
