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40 RAG Interview Questions and Answers

Retrieval-Augmented Generation, or RAG, has become the backbone of most serious AI systems in the real world. The reason is simple: large language models are great at reasoning and writing, but terrible at knowing the objective truth. RAG fixes that by giving models a live connection to knowledge. What follows are interview-ready question that could […]

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Top 10 Must-Know MCP Servers for AI Builders in 2026

AI agents are no longer just answering questions. They read code, deploy apps, run workflows, move money, search the web, and remember what happened last week. MCP servers make that possible by connecting models to real systems. MCP replaces brittle APIs with structured, permission-aware access to tools like GitHub, Stripe, Notion, databases, and web search.

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5 Kimi K2.5 Features for Developers: Is it the Best AI Model for Programming?

Ever since its introduction, Kimi K2.5 has flipped the script on what we expect from large language models. From personal experience, I know that most of the AI models being used every day still focus on chat-style responses. In such an AI era, Kimi K2.5 arrived with a different ambition: using AI potential for real,

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6 New Features of Grok Imagine 1.0 [MUST TRY]

Ever since its announcement, Grok has been among the leading generative AI platforms across the globe. Reason – its quick and accurate outputs, longer context handling, and of course, a bit of wit that accompanies all its responses. It is easy to see the AI model’s sharpness across output formats, be it textual responses, or

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Prompt Injection Attack: What They Are and How to Prevent Them

Large language models like ChatGPT, Claude are made to follow user instructions. But following user instructions indiscriminately creates a serious weakness. Attackers can slip in hidden commands to manipulate how these systems behave, a technique called prompt injection, much like SQL injection in databases. This can lead to harmful or misleading outputs if not handled

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Gradient Boosting vs AdaBoost vs XGBoost vs CatBoost vs LightGBM: Finding the Best Gradient Boosting Method

One of the best-performing algorithms in machine learning is the boosting algorithm. These are characterised by good predictive abilities and accuracy. All the methods of gradient boosting are based on a universal notion. They get to learn through the errors of the former models. Each new model is aimed at correcting the previous mistakes. This

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Moltbook: Where Your AI Agent Goes to Socialize

In late 2025, an open-source project called Clawdbot was released. Built by Peter Steinberger, it was designed to be a practical personal AI assistant: not a chatbot, but a system that could actually do things. As it evolved, Clawdbot was renamed twice. First to Moltbot, and then to OpenClaw. You can run it on your own machine, connect it to email, files, APIs, and

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5 Gemini Prompts for JEE Preparation

Hot take – just like the Internet era, Google is leading the AI revolution. While there are many AI solutions out there, almost none of them integrate with the daily lives of users as deeply as Google’s AI ecosystem. Case in point: the tech giant has now partnered with PhysicsWallah and Career360 and come up

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20 LLM Questions You’ll See Everywhere in 2026

LLMs aren’t limited to AI and related fields! They’re powering almost every tech, and thereby is one of the most asked about topics in interviews. This makes it essential to have a surface level familiarity of the technology. This article is designed to mirror how LLMs show up in real interviews. We’ll start from first

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