Everyone is talking about AI taking jobs. But most of that conversation is about America. What about India – where 1.4 billion people work across farming, construction, IT, banking, healthcare, and government? Where does AI actually threaten livelihoods, and where is the workforce relatively safe? I wanted to see this visually. So I built it. … Read more
In this article we will discuss how to pull and run Gen AI models using Docker Model Runner(DMR). Docker Model Runner (DMR) Docker Model Runner (DMR) is a tool built into Docker Desktop and Docker Engine that makes it easy to pull, run, and serve AI/LLM models locally directly from Docker Hub, any OCI-compliant registry, … Read more
In this article we will understand the concept of AI agent skills. AI agents are evolving rapidly. From simple prompt based bots to autonomous systems that can search, reason, and execute tools, the architecture behind modern agents is becoming more structured. Agent Skills The open Agent Skills standard was introduced by Anthropic. Agent skill is … Read more
In this guide, you’ll learn how to use Gemini for image restoration using practical, tested prompts. Whether you want to restore old family photographs, fix blurry images, improve low-resolution pictures, or repair damaged areas, this article will walk you through step-by-step prompts that actually work. Old photos fade. Scanned images lose clarity. Blurry pictures and … Read more
In this step by step guide we will discuss how to install and run SearXNG as private search API, which can be used by apps. What is SearXNG? SearXNG is a free, open-source, self-hosted metasearch engine that aggregates results from multiple search engines without tracking users. It solves the problems of privacy invasion, vendor lock-in, … Read more
Running Large Language Models (LLMs) locally is becoming increasingly important for developers who care about privacy, cost, latency, and offline access. Ollama makes this practical by providing a clean CLI and a simple HTTP API to run models like Llama, Mistral, Gemma, and more on your own machine. In this post, we’ll explore what the … Read more
In the world of system design, the statement ‘Redis is faster than Kafka’ is a common talking point,but it requires a closer look. Redis is a fast in memory data store used to keep data that needs quick access. It is commonly used for caching, message queues, session storage, and real-time analytics. Redis stores data … Read more
Ollama has quickly become one of the most convenient ways to run large language models locally.This guide covers the most important and practical Ollama commands that you can use daily. Install a Model The pull command downloads a model from the official Ollama registry. To install a model run the below command : Example : … Read more
In this tutorial, we will discuss step by step guide to install CUDA driver on Ubuntu 24.04 LTS or higher. We tested this using NVIDIA RTX 3060 12GB GPU on Ubuntu 24.04 LTS. First update the system by running the below commands : We need to disable Nouveau driver,Nouveau is an accelerated open-source graphics driver … Read more
Imagine teaching a computer not just once, but continuously like how humans learn throughout their life. That’s the big idea behind Nested Learning, a fresh approach from Google Research that could help AI models learn new things without forgetting what they already know. The Problem: Why AI Forgets Traditional AI models struggle with continual learning … Read more