Does a Knowledge Graph Slow Down RAG? Here’s Why It’s Worth It

You want to understand what a Knowledge Graph is and how it helps in RAG (Retrieval-Augmented Generation) — without any scary computer words. Let’s do it step by step, like a story 🪄 What is RAG? Imagine you’re doing homework, and you have two friends: When you ask a question, Alex doesn’t guess;he first asks […]

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Agentic RAG Explained Simply: How Smart AI Thinks, Plans, and Answers Better Than Ever

What is RAG (Retrieval-Augmented Generation)? Let’s start with normal RAG. Imagine you ask a question to ChatGPT — like: “What are the symptoms of diabetes?” ChatGPT doesn’t know the latest medical info, so it searches through a database or the internet, finds relevant text, and uses that text to answer your question. That’s RAG —

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Ranking in RAG: Easy Python Example & Comparison to Normal RAG

If you’re new to the world of AI and large language models, the idea of ranking in Retrieval‑Augmented Generation (RAG) might sound a little intimidating. Don’t worry: this blog post will explain it in simple, clear terms — as though teaching kids — and by the end you’ll understand: Let’s jump in! What is RAG?

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What is GuardRail in AI? A Simple Guide for Beginners (with Python Example)

Have you ever wondered how AI systems like ChatGPT or self-driving cars stay safe and responsible?That’s where something called a GuardRail comes in — a kind of safety fence for Artificial Intelligence. Let’s learn what GuardRails are, why they matter, and how you can implement GuardRails in Python when working with the OpenAI API. What

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AI Introduction and Types — How Artificial Intelligence Work

Have you ever wondered how Alexa answers your questions, how self-driving cars know when to stop, or how Netflix suggests the perfect movie? The answer is Artificial Intelligence (AI) — a technology that helps machines think like humans, learn from experience, and make decisions on their own. Let’s explore what AI is, how it works,

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How to Use gRPC in Microservices: A Simple Guide for Beginners

When you build microservices, you’re creating multiple small applications that talk to each other — like teammates working on the same project. But how do these services communicate efficiently?That’s where gRPC comes in. Let’s break it down step-by-step in simple terms. What is gRPC? gRPC (Google Remote Procedure Call) is a high-performance, open-source framework created

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Generics in Software – The Magic of Reusable Code

Have you ever written the same kind of function or class multiple times—just because the data type was different? That’s where Generics come in — the superhero of reusable and type-safe code! In this article, you’ll learn what Generics in software are, how to use generics, and even explore examples in Kotlin, C#, and Swift.

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Context Engineering in AI: The Hidden Skill Behind Smarter Systems

Introduction: Why Context Is Everything Imagine you’re talking to a friend and say, “It’s cold.”Without context, that statement could mean “Turn on the heater,” or “I forgot my jacket,” or even “I’m talking about the weather in Antarctica.” Humans use context intuitively — we infer meaning from prior conversation, location, tone, and shared history.AI models,

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Docker Just Made Setup MCP Servers In Seconds

Running and connecting Model Context Protocol (MCP) servers has long been a fragmented process. Each server traditionally existed in its own repository with unique setup requirements. This made it difficult for developers to harness MCP’s full potential without hours of configuration.With the new Docker MCP Catalog, that complexity is now reduced to a single click. The catalog brings

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