AI on PAUL'S BLOG

Local LLMs: Running Ollama and Open WebUI in Docker on Ubuntu

Wed, 08 Oct 2025 13:00:00 +0000

Ollama is a popular tool for running large language models (LLMs) locally on your machine. It provides a simple interface to interact with various models without needing an internet connection. Open WebUI is a web-based user interface that allows you to interact with LLMs through a browser.

I am working on an Ubuntu 24.04.3 LTS Desktop machine with decent hardware to run models locally, so my preference is to run Ollama as a local service rather than confining it to a container. This way, Ollama can take full advantage of my machine’s capabilities, especially the GPU.

Build a Weather MCP Server with Rust: Complete Tutorial for AI Integration

Tue, 10 Jun 2025 13:00:00 +0000

Building AI tools that can access real-time data requires bridging the gap between language models and external APIs. The Model Context Protocol (MCP) makes this possible by providing a standard way for AI assistants to interact with data sources.

In this tutorial, we’ll build a weather MCP server using Rust that connects to the National Weather Service API, giving any MCP-compatible AI assistant the ability to fetch live weather alerts and forecasts.

Soaring to New Heights with Kaito: The Kubernetes AI Toolchain Operator

Wed, 20 Mar 2024 14:00:00 +0000

Earlier today at KubeCon Europe 2024, Jorge Palma of the AKS team gave a keynote talk on Kaito, the Kubernetes AI Toolchain Operator.

Next keynote speaker @jorgefpalma 🙌 we are truly living in the AI revolution pic.twitter.com/ATxLWUKDeD
— CNCF (@CloudNativeFdn) March 20, 2024

This tool has been released as an open-source project a few months back and you may or may not have heard of it.

So if you don’t know, now you know…

You’re probably thinking, “but what is it, and what can it do for me?” 🤔

AI on PAUL'S BLOG

Local LLMs: Running Ollama and Open WebUI in Docker on Ubuntu

Build a Weather MCP Server with Rust: Complete Tutorial for AI Integration

Soaring to New Heights with Kaito: The Kubernetes AI Toolchain Operator

Local LLMs: Running Ollama and Open WebUI in Docker on Ubuntu