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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.
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 […]
