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Waadi

Implementing semantic cache to improve a RAG system

Implementing semantic cache to improve a RAG system: A Guide to Implementing Semantic Caching

Introduction Imagine asking your AI assistant a question, and instead of getting a quick and thoughtful response, you end up waiting—and waiting—until finally, an answer appears that’s not quite what you hoped for. Frustrating, right? This happens because many AI … Read More

Artificial General Intelligence (AGI)

Artificial General Intelligence (AGI): Understanding the Future of AI

Introduction: Beyond Human-Level AI We live in a world where machines can beat us at chess, translate languages on the fly, and even diagnose diseases with surprising accuracy. But what if we could create machines that think, learn, and understand … Read More

What is machine learning

What is Machine Learning? A Clear and Easy-to-Understand Guide

Introduction: Understanding the Core Idea of Machine Learning Imagine if machines could learn and get better over time without needing step-by-step instructions. That’s the essence of Machine Learning (ML). In today’s digital world, ML is no longer confined to research … Read More

Generative AI Foundation Models

A Complete Guide to Generative AI Foundation Models

Introduction: Welcome to the Era of AI That Creates Remember that time you wished a machine could write a poem, paint a masterpiece, or maybe just draft a really convincing email? Well, buckle up, because the future of creativity is … Read More

How to Build a Retrieval Augmented Generation (RAG) System with Gemma & MongoDB

How to Build a Retrieval Augmented Generation (RAG) System with Gemma & MongoDB

Introduction Imagine being able to instantly tap into the entirety of your company’s knowledge, plucking out precisely the information you need, no matter how buried it seems. Not just keywords, but actual understanding. That’s the promise of a Retrieval Augmented Generation … Read More

image-Transforming Unstructured Data with RAG

Transforming Unstructured Data with RAG

1. Introduction The Challenge of Unstructured Data The digital age has ushered in an era of unprecedented data generation. Businesses and organizations find themselves grappling with massive volumes of information, much of which exists in unstructured formats. Unlike structured data … Read More

image-ai in fitness industry

AI in Fitness Industry

AI & The Future of Fitness: Personalized Workouts, Nutrition & More Imagine a world where your fitness plan is as unique as your fingerprint, tailored to your goals, preferences, and even your genetics. That’s the promise of AI in the … Read More

image-Generative AI

What is Generative AI: Unleashing the Power of Creative Machines

Introduction Imagine a world where machines can paint masterpieces, compose symphonies, and write compelling stories. This isn’t science fiction; it’s the exciting reality of generative AI. Once confined to the realm of research labs, generative AI is now stepping into … Read More

Transforming Data Access: How RAG and LLMs Revolutionize Business Information Retrieval

Introduction Let’s be honest, we’ve all been there. Drowning in a sea of data, struggling to extract those golden nuggets of insight that can propel our businesses forward. Traditional search? It’s like trying to find a specific grain of sand … Read More