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Overview This guide will walk you through creating a simple chat application in .NET that interacts with a locally hosted AI model. Using the Microsoft.Extensions.AI library, you can communicate with an AI model without relying on cloud services. This provides better privacy, reduced latency, and cost efficiency. Prerequisites Install .NET 8.0 or a later version. […]
As a developer who’s worked extensively with AI tools, I’ve found Ollama to be an intriguing option for production deployments. While it’s known for local development, its capabilities extend far beyond that. Let’s dive into how we can leverage Ollama in production environments and explore some real-world use cases. What Makes Ollama Production-Ready? Before we […]
In the rapidly evolving landscape of AI development, Ollama has emerged as a game-changing tool for running Large Language Models locally. With over 43,000+ GitHub stars and 2000+ forks, Ollama has become the go-to solution for developers seeking to integrate LLMs into their local development workflow. The Rise of Ollama: By the Numbers – 43k+ […]
Docker containers provide excellent isolation for applications, but accessing physical USB devices within a container can be challenging. By leveraging the USB/IP protocol, you can share USB devices over the network and use them in Docker containers. This guide will walk you through: We’ll use USB/IP, nsenter, and Docker to facilitate USB over IP and […]
NVIDIA has just reinvented edge computing with its latest offering – the Jetson Orin Nano Super Developer Kit. This isn’t just an incremental update; it’s a significant leap forward in bringing generative AI capabilities to the edge at an unprecedented price point of $249. Comparing Jetson Nano Vs Jetson Orin Nano Super The NVIDIA Jetson Orin […]
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You might wonder “What does Docker Desktop have to do with AI?” The answer lies in Ask Gordon, an innovative AI-powered assistant that’s now integrated into both Docker Desktop and the Docker CLI. This integration represents a significant step forward in making the Docker ecosystem more accessible and efficient for developers. What is Ask Gordon? […]
In today’s fast-paced dynamic developmental landscape, managing repositories and performing file operations on GitHub can often become a tedious chore. What if you could automate and simplify these tasks with just a single tool? This brings us to GitHub MCP Server. What is GitHub MCP Server? MCP is an open protocol that standardizes how applications […]
How I Reduced a Docker Image Size by 90%: A Step-by-Step Journey Let me take you through my journey of optimizing a Python-based Machine Learning application’s Docker image, reducing it from a hefty 3.09GB to just 280MB. Here’s how I did it, step by step. The Initial Problem I started with a typical Dockerfile for […]
In today’s fast-paced DevOps landscape, every second counts. Smaller Docker images mean quicker builds, faster deployments, reduced bandwidth costs, and enhanced security. At Collabnix, we believe that optimizing your Docker images isn’t just about saving space—it’s about creating a robust, efficient, and agile deployment pipeline. Let’s dive into some practical strategies to help you create […]
In today’s AI landscape, managing interactions between applications and language models can be complex and inconsistent. The Model Context Protocol (MCP) aims to solve this by providing a standardized way to handle these interactions. Let’s dive into what MCP is and why you might need it in your projects. What is MCP? The Model Context […]
