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Ollama

Unlocking the Power of Ollama AI: Transform Your Business with Local LLMs

Discover how Ollama AI is revolutionizing business intelligence, customer service, and automation by bringing enterprise-grade AI capabilities to your local infrastructure...
Collabnix Team
8 min read

Hugging Face vs Ollama: The Complete Technical Deep Dive Guide for Local AI Development in 2025

Comprehensive comparison of Hugging Face and Ollama for local AI deployment. Learn setup, performance, use cases, and which platform suits your...
Collabnix Team
9 min read

How to Fine-Tune LLM and Use It with Ollama: A Complete Guide for 2025

Learn how to customize large language models for your specific needs and deploy them locally using Ollama. This comprehensive guide covers...
Collabnix Team
5 min read

Types of Ollama Models: Complete Guide to Local AI Model Varieties

Discover the different types of Ollama models available for local AI deployment. Learn about Llama, Mistral, Code Llama, and other model...
Collabnix Team
3 min read

Choosing Ollama Models: The Complete 2025 Guide for Developers and Enterprises

Running large language models locally has become essential for developers, enterprises, and AI enthusiasts who prioritize privacy, cost control, and offline...
Collabnix Team
10 min read

Best Ollama Models for Function Calling Tools: Complete Guide 2025

Discover the top Ollama models for function calling in 2025. Compare performance, features, and implementation guides for Llama 3.1, Mistral, CodeLlama,...
Collabnix Team
7 min read

Best Open Source LLMs for 2025: Your Complete Guide

Discover the Best Open Source LLMs for 2025 Open-source Large Language Models (LLMs) have revolutionized AI accessibility in 2025, offering powerful...
Collabnix Team
3 min read

The New Ollama 0.1.0 Desktop App: Revolutionary Local AI Made Simple for Mac and Windows Users

Transform Your AI Experience with Ollama’s Game-Changing Desktop Application The wait is over! Ollama has officially launched its Ollama 0.1.0 desktop...
Tanvir Kour
2 min read

Complete Ollama Guide: Installation, Usage & Code Examples

What is Ollama? Ollama is a lightweight, extensible framework for building and running large language models locally. Run LLaMA, Mistral, CodeLlama,...
Tanvir Kour
4 min read

Perplexity AI Review 2025: The Complete Guide to Pros, Cons, and User Experience

Introduction: What is Perplexity AI? Perplexity AI has emerged as a revolutionary AI-powered search engine that’s changing how we find and...
Tanvir Kour
3 min read

DeepSeek R1 Setup: Complete 2025 Installation Guide

Learn how to install and optimize DeepSeek-R1 with Ollama in 2025. Complete technical guide covering GPU setup, memory optimization, benchmarking,...
Collabnix Team
11 min read

Best Ollama Models for Developers: Complete 2025 Guide with Code Examples

Running large language models locally has become essential for developers who need privacy, cost control, and offline capabilities. Ollama has emerged...
Collabnix Team
8 min read

Ollama: The Complete Guide to Running Large Language Models Locally in 2025

Learn how to install, configure, and optimize Ollama for running AI models locally. Complete guide with setup instructions, best practices, and...
Collabnix Team
3 min read

Retrieval Augmented Generation: A Complete Guide

Understanding Retrieval Augmented Generation in AI Transform how your AI applications access and utilize knowledge. Retrieval-Augmented Generation (RAG) is revolutionizing artificial intelligence...
Collabnix Team
10 min read

Ollama Guide: Run Large Language Models Locally

Your Ultimate Ollama Guide for Local Language Models Running AI models locally has never been easier. Ollama revolutionizes how developers and AI...
Tanvir Kour
4 min read
Building RAG Applications with Ollama and Python

Building RAG Applications with Ollama and Python: Complete 2025 Tutorial

Retrieval-Augmented Generation (RAG) has revolutionized how we build intelligent applications that can access and reason over external knowledge bases. In this...
Collabnix Team
8 min read

Ollama vs ChatGPT 2025: Complete Technical Comparison Guide

Ollama vs ChatGPT 2025: A Comprehensive Comparison A  comprehensive technical analysis comparing local LLM deployment via Ollama against cloud-based ChatGPT APIs,...
Collabnix Team
38 min read

Best Ollama Models 2025: Performance Comparison Guide

Top Picks for Best Ollama Models 2025 A comprehensive technical analysis of the most powerful local language models available through Ollama,...
Collabnix Team
25 min read

Ollama Python Integration: A Step-by-Step Guide

Ollama Python Integration: A Complete Guide Running large language models locally has become increasingly accessible thanks to tools like Ollama. This...
Collabnix Team
5 min read

Ollama vs Docker Model Runner: 5 Key Reasons to Switch

Ollama vs Docker Model Runner: Key Differences Explained In recent months, the LLM deployment landscape has been evolving rapidly, with users...
Collabnix Team
4 min read

CI for AI: Running Ollama + LLMs in GitHub Actions with Open Source Tools

AI is rapidly transforming how we build software—but testing it? That’s still catching up. If you’re building GenAI apps, you’ve probably...
Collabnix Team
1 min read

Running AI Agents Locally with Ollama and AutoGen

Have you ever wished you could build smart AI agents without shipping your data to third-party servers? What if I told...
Adesoji Alu
2 min read

Integration of LangGraph, MCP (Model Context Protocol), and Ollama to create a powerful agentic AI chatbot

Hi guys, let’s dive into the world of building brainy chatbots! You know, the ones that can actually do things and...
Adesoji Alu
8 min read

Deep Technical Analysis of Llama 4 Scout, Maverick and Behemoth

Meta’s release of the Llama 4 family represents a significant architectural leap forward in the domain of Large Language Models (LLMs)....
Collabnix Team
4 min read

Running Ollama with Docker for Python Applications

As AI and large language models become increasingly popular, many developers are looking to integrate these powerful tools into their Python...
Collabnix Team
4 min read

Ollama Models Setup: Step-by-Step Guide with Docker Compose

Ollama Models Setup: A Comprehensive Guide Running large language models locally has become much more accessible thanks to projects like Ollama....
Collabnix Team
3 min read

Does Ollama Use Parallelism Internally?

If you’ve been working with Ollama for running large language models, you might have wondered about parallelism and how to get...
Collabnix Team
3 min read

The Rise of Small Language Models: A Game-Changer in AI Technology

In the rapidly evolving world of artificial intelligence, a new star is emerging: Small Language Models (SLMs). While large language models...
Collabnix Team
1 min read

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
4 min read
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