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Introduction Large language models (LLMs) like ChatGPT and Claude have revolutionized how we interact with technology, yet they’ve remained confined to static knowledge and isolated interfaces—until now. The Model Context Protocol (MCP), introduced by Anthropic, is breaking down these barriers, enabling AI to seamlessly integrate with real-world data and tools. This blog explores how MCP […]
Introduction DeepSeek is an advanced open-source code language model (LLM) that has gained significant popularity in the developer community. When paired with Ollama, an easy-to-use framework for running and managing LLMs locally, and deployed on Azure Kubernetes Service (AKS), we can create a powerful, scalable, and cost-effective environment for AI applications. This blog post walks […]
Ollama, a powerful framework for running and managing large language models (LLMs) locally, is now available as a native Windows application. This means you no longer need to rely on Windows Subsystem for Linux (WSL) to run Ollama. Whether you’re a software developer, AI engineer, or DevOps professional, this guide will walk you through setting […]
TensorRT-LLM is essentially a specialized tool that makes large language models (like ChatGPT) run much faster on NVIDIA hardware. Think of it this way: If a regular language model is like a car engine that can get you from point A to point B, TensorRT-LLM is like a high-performance tuning kit that makes that same […]
Being a YouTuber, blogger, or social media influencer, creating eye-catching thumbnails can help you attract viewers online. However, choosing between a traditional approach or an AI thumbnail creator for this purpose might be puzzling for you. So, finding the perfect approach is crucial to getting the desired results, but being least informed about the approach […]
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Discover how to create a private AI-powered document analysis system using cutting-edge open-source tools. System Requirements 16GB RAM minimum 10th Gen Intel Core i5 or equivalent 10GB free storage space Windows 10+/macOS 12+/Linux Ubuntu 20.04+ 🛠️ Step 1: Installing Ollama Download Ollama for macOS, Linux, or Windows: Download Ollama Follow installation instructions based on your […]
K8sGPT is an AI-powered diagnostic tool for Kubernetes clusters that helps identify and solve issues using natural language processing. This cheatsheet provides a quick reference for common K8sGPT commands and operations. Installation Method Command Homebrew brew tap k8sgpt-ai/k8sgpt && brew install k8sgpt Binary Download from GitHub Releases Krew kubectl krew install k8sgpt Go go install github.com/k8sgpt-ai/k8sgpt@latest […]
I recently had the opportunity to collaborate with Raveendiran RR, a Docker Community Speaker and Generative AI enthusiast, to present on this exciting topic at Cloud-Native LLMOps Day in Bengaluru. Together, we explored the transformative potential of Model Context Protocol in modern AI development workflows, sharing insights with the vibrant tech community. This blog post expands on the key […]
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Ollama is an open-source platform designed to run large language models (LLMs) locally on your machine. This provides developers, researchers, and businesses with full control over their data, ensuring privacy and security while eliminating reliance on cloud-based services. By running AI models locally, Ollama reduces latency, enhances performance, and allows for complete customization. This guide […]
Discover how data-driven insights change search results, boosting relevance and user engagement. Learn cutting-edge techniques to enhance search performance.
