Ollama

End To End RAG Agent With DeepSeek-R1 And Ollama: A Technical Deep Dive

In this technical deep dive, I’ll walk through creating a complete Retrieval-Augmented Generation (RAG) agent using DeepSeek-R1 and Ollama. This approach...

Tanvir Kour
Mar 18, 2025 6 min read

Does Ollama Need a GPU?

I’ve been getting this question a lot lately: “Do I really need a GPU to run Ollama?” It’s a fair question,...

Tanvir Kour
Mar 15, 2025 3 min read

Running DeepSeek R1 on Azure Kubernetes Service (AKS) using Ollama

Introduction DeepSeek is an advanced open-source code language model (LLM) that has gained significant popularity in the developer community. When paired...

Adesoji Alu
Mar 11, 2025 4 min read

How to upgrade Jetpack 5.X to 6.X on NVIDIA Jetson Orin Nano Super

Recently, I upgraded my Jetson Orin Nano from JetPack 5.X to the latest JetPack 6.2. This represents a significant update, moving...

Ajeet Raina
Mar 9, 2025 2 min read

Ollama Cheatsheet 2025

Ollama is an open-source framework that lets you run large language models (LLMs) locally on your own computer instead of using...

Ajeet Raina
Mar 7, 2025 1 min read

How to Run LLMs Locally with Ollama

In the rapidly evolving landscape of AI development, Ollama has emerged as a game-changing tool for running Large Language Models locally....

Adesoji Alu
Feb 27, 2025 2 min read

What is Ollama? Features and Getting Started

Ollama is an open-source platform designed to run large language models (LLMs) locally on your machine. This provides developers, researchers, and...

Adesoji Alu
Feb 26, 2025 3 min read

Running DeepSeek-R1 with Ollama: A Complete Guide

DeepSeek-R1 is a powerful open-source language model that can be run locally using Ollama. This guide will walk you through setting...

Tanvir Kour
Feb 24, 2025 2 min read

How To Chat with a Local AI Model using Ollama and .NET on MacOS

Overview This guide will walk you through creating a simple chat application in .NET that interacts with a locally hosted AI...

Adesoji Alu
Feb 20, 2025 3 min read

Using Ollama in Production: A Developer’s Practical Guide

As a developer who’s worked extensively with AI tools, I’ve found Ollama to be an intriguing option for production deployments. While...

Adesoji Alu
Feb 19, 2025 3 min read

A Comprehensive Guide to Ollama Local Installation

Ollama is a powerful framework that allows you to run, create, and modify large language models (LLMs) locally. This guide will...

Tanvir Kour
Feb 16, 2025 1 min read

How to setup Open WebUI with Ollama and Docker Desktop on Mac

With over 50K+ GitHub stars, Open WebUI is a self-hosted, feature-rich, and user-friendly interface designed for managing and interacting with large...

Ajeet Raina
Dec 17, 2024 2 min read

Running Ollama on Windows: A Comprehensive Guide

Ollama, the versatile platform for running large language models (LLMs) locally, is now available on Windows. This update empowers Windows users...

Ajeet Raina
Dec 16, 2024 1 min read

How to Completely Uninstall Ollama and Erase LLM Models on Linux Systems?

Ollama is a powerful tool for running large language models (LLMs) locally. However, there may come a time when you need...

Tanvir Kour
Dec 7, 2024 1 min read

Llama 3.3 70B and Ollama

Meta has introduced Llama 3.3, a 70-billion parameter large language model that provides performance comparable to the much larger Llama 3.1...

Tanvir Kour
Dec 7, 2024 3 min read

Running Ollama and Open WebUI in a Kubernetes Cluster

In today’s world of machine learning and AI, managing models and running them efficiently is crucial for developers. Ollama is a...

Ajeet Raina
Dec 2, 2024 1 min read

Ollama and Open WebUI on Jetson devices with GPU using Docker

NVIDIA Jetson devices are powerful platforms designed for edge AI applications, offering excellent GPU acceleration capabilities to run compute-intensive tasks like language...

Ajeet Raina
Dec 1, 2024 3 min read

How vLLM and Docker are Changing the Game for LLM Deployments

Have you ever wanted to deploy a large language model (LLM) that doesn’t just work well but also works lightning-fast? Meet...

Tanvir Kour
Nov 26, 2024 2 min read

Exploring LLMs: Ollama, vLLM, Hugging Face, LangChain, and Open WebUI

The world of large language models (LLMs) is evolving rapidly, offering diverse tools for developers to integrate powerful AI into their...

Tanvir Kour
Nov 26, 2024 2 min read

Understanding Large language Models: A Comprehensive Guide – Part 1

Discover the fascinating world of Large Language Models (LLMs) and their impact on human knowledge and creativity. Learn how these AI...

Adesoji Alu
May 22, 2024 4 min read

The Importance and Use Cases of GPT AI: Transformer Architecture and Versatility

Discover the power of GPT AI - a revolutionary model by OpenAI for natural language processing. Learn about its transformer architecture...

Adesoji Alu
May 16, 2024 7 min read

Why are LLMs Important?

Discover the technical components that power Large Language Models (LLMs) and understand how they revolutionize human-computer interactions and language processing.

Adesoji Alu
May 12, 2024 6 min read

Running Ollama with Nvidia GPU Acceleration: A Docker Compose Guide

Discover how to harness the power of Nvidia GPUs to optimize Large Language Models like Ollama with Docker Compose in this...

Ajeet Raina
May 9, 2024 3 min read

How to Run Ollama with Docker Desktop and Kubernetes: A Step-by-Step Guide

Discover how to effectively leverage the potential of Ollama within your development workflow using Docker Desktop and Kubernetes for seamless containerization...

Ajeet Raina
Apr 1, 2024 3 min read

How to Install and Run Ollama with Docker: A Beginner’s Guide

Let’s create our own local ChatGPT. In the rapidly evolving landscape of natural language processing, Ollama stands out as a game-changer,...

Ajeet Raina
Dec 20, 2023 3 min read

How to Containerise a Large Language Model(LLM) App with Serge and Docker

Large language models (LLMs) are a type of artificial intelligence (AI) that are trained on massive datasets of text and code....

Adesoji Alu
Sep 18, 2023 4 min read

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