Category: Computer Science
-
How to Build a Retrieval Augmented Generator (RAG) from Scratch
Retrieval Augmented Generation (RAG) is a powerful approach in AI that combines the strengths of large language models (LLMs) with external knowledge retrieval. By augmenting LLMs with external databases, documents, or APIs, RAG enables accurate and up-to-date information retrieval, dramatically improving the quality of generated responses. What is Retrieval Augmented Generation (RAG)? A RAG system…
-
AI vs. Software Engineers: A Nuanced Look at the Future of Work
Recently, at the Pennsylvania Energy and Innovation Summit, Mike Rowe of “Dirty Jobs” fame says “We’ve been telling kids for 15 years to learn to code. Well, AI is coming for the coders. It’s not coming for the welders, the plumbers, the steamfitters, the pipefitters, the HVAC, or the electricians.” While this statement is true…
-
How to Build a Simple LLM-Powered App from Scratch
In recent years, Large Language Models (LLMs) like OpenAI’s GPT have transformed how developers create powerful, intelligent applications. If you’ve been wondering how you can build your own app powered by these cutting-edge technologies, this guide will walk you through the essentials, step by step. Step 1: Define Your App Idea Every great app starts…
-
Will AI Destroy Jobs or Redefine Them? An Economic Perspective
As artificial intelligence (AI) increasingly integrates into every aspect of modern life, one pressing question emerges: Will AI eliminate jobs or simply redefine them? From an economic viewpoint, the answer may be more nuanced than it initially appears. Understanding the Historical Context Throughout history, new technologies have often sparked fears of widespread unemployment. From the…