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Optimizing your business with AI and ML techniques

  • Part 2: The Role of RAG in Mitigating Hallucinations: Promise and Limitations 

    Accuracy: Can Retrieval-Augmented Generation (RAG) Truly Tame AI Hallucinations?  In the first part of this series, we explored what are hallucinations in Language Models (LLMs), unpacking their nature, origin, and the challenges they pose to businesses. To summarise, hallucinations are erroneous outputs generated by Language Models (LLMs) when faced with insufficient information, leading to inaccuracies…

  • Part 1: How modular CSS makes styling a breeze

    Cascading Style Sheets (CSS) are a fundamental building block of web development. But as your project grows, managing styles across multiple files can become a nightmare. Enter modular CSS, a powerful approach that keeps your styles organised, maintainable, and free from conflicts. Why Go Modular? Traditional CSS often leads to a tangled mess of styles….

  • Part 2: Types of Logs and Logging Frameworks

    Welcome back to our series on logging! In the first part, we introduced the fundamental concepts of logging, discussing its importance in software development and the basics of setting up a logging system. In this part, we will delve deeper into the different types of logs, their importance, and various logging frameworks used in software…

  • Part 1: Understanding Hallucinations in AI: An Introduction to the Challenge

    A Deep Dive into AI Hallucinations and Their Fictional Realities Merriam-Webster defines hallucination as “a sensory perception that occurs in the absence of an actual external stimulus and usually arises from neurological disturbance or in response to drugs.” Even though the AI Models (text or vision) are not on drugs, their hallucinations have also made…

  • Part 1: An Introduction to Logging

    In the digital age, where systems and applications are the backbone of almost every industry, maintaining their performance, reliability, and security is paramount. One of the most effective ways to achieve this is through comprehensive logging. Whether you’re a developer, system administrator, or cybersecurity professional, understanding and implementing robust logging practices can significantly enhance your…