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LLM

DeepSeek R1 with Ollama: Complete Guide to Running AI Locally in 2025

Want to run powerful AI models locally without cloud dependencies? DeepSeek R1 with Ollama offers a game-changing solution that rivals OpenAI’s ChatGPT...
Collabnix Team
4 min read

Agentic AI on Kubernetes: Advanced Orchestration, Deployment, and Scaling Strategies for Autonomous AI Systems

Agentic AI represents the next evolution in artificial intelligence, where autonomous agents can reason, plan, and execute complex tasks independently. Deploying...
Collabnix Team
10 min read

Google Gemma AI Models: A Comprehensive Technical Analysis and Implementation Guide for Developers

Google’s Gemma AI models represent a significant breakthrough in open-source large language model development, offering developers and researchers unprecedented access to...
Collabnix Team
6 min read

Docker Model Runner Tutorial: Complete Guide to Deploy AI Models on Linux (2025)

Docker Model Runner Tutorial: Step-by-Step Guide Deploying AI models just got as simple as running Docker containers. Docker Model Runner brings...
Collabnix Team
2 min read

Claude vs ChatGPT: What’s the Difference? A Complete 2025 Comparison Guide

Are you trying to decide between Claude and ChatGPT for your AI needs? With both AI assistants gaining massive popularity, understanding...
Collabnix Team
5 min read

RAG Retrieval Augmented Generation: A Complete Guide

Master RAG implementation with our comprehensive guide. Learn what RAG is, how to build RAG systems, best frameworks, and real-world applications....
Collabnix Team
5 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
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

AI in Real-World Applications: Beyond Code Generation

A technical exploration of autonomous AI systems that move beyond content generation to real-world execution
Collabnix Team
6 min read

Agentic AI in Customer Service: The Complete Technical Implementation Guide for 2025

Let’s get one thing straight—if you’re still deploying rule-based chatbots in 2025, you’re essentially bringing a flip phone to a smartphone...
Collabnix Team
10 min read

10 Agentic AI Tools That Will Replace ChatGPT in 2025

Stop settling for AI that just answers questions. The future belongs to AI that actually does the work. If you’re still...
Collabnix Team
4 min read

Understanding the n8 app and Its Solutions

In today’s digital world, we use dozens of different apps and services every day. Email, Slack, Google Sheets, databases, social media,...
Tanvir Kour
3 min read

Choosing the Best Local LLM Tools for Your Needs

Choosing the Best Local LLM Tools for Your Needs LM Studio prioritizes ease of use with a polished GUI ideal for...
Tanvir Kour
5 min read

What is Agentic AI?

So you’ve probably heard the buzz about “Agentic AI” floating around tech circles lately, right? Maybe you’re wondering if it’s just...
Collabnix Team
6 min read

Agentic AI Trends 2025: The Complete Guide to Autonomous Intelligence Revolution

Discover the top agentic AI trends 2025 that will transform business operations. From multi-agent systems to enterprise deployment strategies - get...
Collabnix Team
9 min read

What is Agentic AI? A Deep Dive into MCP and the Modern Agent Ecosystem

The artificial intelligence landscape is undergoing a fundamental transformation. While traditional AI systems excel at responding to prompts and generating content,...
Collabnix Team
6 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

Securing the Model Context Protocol: A Comprehensive Guide

The Model Context Protocol (MCP) represents a significant advancement in AI capabilities, offering a universal interface that connects AI models directly...
Collabnix Team
4 min read

Top 10 Interesting MCP Servers You Should Know About in 2025

Model Control Protocol (MCP) servers represent a significant advancement in the world of AI and Large Language Models (LLMs). These specialized...
Collabnix Team
3 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

Building AI Agents with n8n: A Complete Guide to Workflow Automation

In today’s fast-paced digital environment, automation has become essential for businesses and individuals looking to optimize their workflows. Enter n8n—an open-source,...
Adesoji Alu
3 min read

Exploring the Llama 4 Herd and what problem does it solve?

Hold onto your hats, folks, because the world of Artificial Intelligence has just been given a significant shake-up. Meta has unveiled...
Adesoji Alu
14 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

Tesla Model 3 Report: An In-Depth Analysis by CrewAI Maintenance Specialist Agent

The Tesla Model 3 is a battery electric powered mid-size sedan with a fastback body style built by Tesla, Inc., introduced...
Adesoji Alu
6 min read

Docker Model Runner: The Missing Piece for Your GenAI Development Workflow

Ever tried building a GenAI application and hit a wall? 🧱 I know I have. You start with excitement about implementing...
Ajeet Raina
6 min read

What is CrewAI and what Problem does it solve?

Revolutionizing AI Automation: Unleashing the Power of CrewAI In this blog today, let us discover how CrewAI – a fast, flexible,...
Adesoji Alu
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

How to Run Gemma Models Using Ollama?

First and foremost, what is Gemma? Gemma is a family of open, lightweight, state-of-the-art AI models developed by Google, built from...
Adesoji Alu
3 min read

Mastering MCP Debugging with CLI Tools and jq

As developers, we often rely on Model Context Protocol (MCP) to facilitate powerful AI-based workflows. Although MCP is primarily designed for...
Adesoji Alu
3 min read

Is Ollama ready for Production?

Introduction: The Ollama Promise As organizations seek alternatives to cloud-based AI services, Ollama has gained significant traction for its ability to...
Collabnix Team
3 min read

How to Customize LLM Models with Ollama’s Modelfile?

Introduction Large Language Models (LLMs) have become increasingly accessible to developers and enthusiasts, allowing anyone to run powerful AI models locally...
Adesoji Alu
1 min read

Getting Started with NVIDIA Dynamo: A Powerful Framework for Distributed LLM Inference

In the rapidly evolving landscape of generative AI, efficiently serving large language models (LLMs) at scale remains a significant challenge. Enter...
Collabnix Team
3 min read

Running LLMs with TensorRT-LLM on NVIDIA Jetson Orin Nano Super

TensorRT-LLM is essentially a specialized tool that makes large language models (like ChatGPT) run much faster on NVIDIA hardware. Think of...
Ajeet Raina
15 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

Deploying NVIDIA NIM for Generative AI Applications

NVIDIA’s NIM (Neural Inference Microservices) provides developers an efficient way to deploy optimized AI models from various sources, including community partners...
Collabnix Team
3 min read

The AI Economy: How Claude is Being Used Across Industries Based on Anthropic’s Economic Index Study

AI’s impact on work has moved from speculation to reality. A groundbreaking study from Anthropic analyzing millions of conversations with Claude...
Tanvir Kour
1 min read

How to Run DeepSeek-V3 Locally on Ubuntu with Python 3.11: A Step-by-Step Guide

Quantizing DeepSeek-V3 for Smaller GPUs Large language models (LLMs) like DeepSeek-V3 offer incredible capabilities, but their size often makes them challenging...
Adesoji Alu
1 min read

DeepSeek vs. ChatGPT: The New AI Challenger Shaping the Landscape

Artificial Intelligence has seen tremendous growth in recent years, with advanced models like OpenAI’s ChatGPT leading the charge in natural language...
Adesoji Alu
6 min read

Phi-4: Redefining Small Language Models with Advanced Mathematical Reasoning

Phi-4, Microsoft’s latest small language model (SLM), is a groundbreaking 14B parameter model that outperforms comparable and larger models on math-related...
Adesoji Alu
5 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

The Ultimate Guide to Top LLMs for 2024: Speed, Accuracy, and Value

Introduction Large Language Models (LLMs) have revolutionized the field of artificial intelligence, enabling machines to understand, interpret, and generate human-like text...
Adesoji Alu
2 min read

Cracking the Code: Estimating GPU Memory for Large Language Models

As AI enthusiasts and developers, we’ve all encountered the daunting task of deploying Large Language Models (LLMs). One crucial aspect of...
Adesoji Alu
3 min read

Large Language Models in Vertical Industries: Revolutionizing Medical Documentation

Large Language Models (LLMs) have emerged as a groundbreaking force in artificial intelligence, demonstrating remarkable capabilities in understanding and generating human-like...
Tanvir Kour
2 min read

Exploring the Revolutionary Nemotron-4-340B-Instruct: Enhanced Instruction Following and Mathematical Reasoning

Model Overview Nemotron-4-340B-Instruct is a large language model developed by NVIDIA, designed for English-based single and multi-turn chat applications. It has...
Adesoji Alu
4 min read

1 Step to Market Research Report Generation: Designing Agentic Workflows for Complex LLM Applications

Market research report generation using large language models (LLMs) has become increasingly viable as these models continue to evolve. Learn more...
Adesoji Alu
5 min read

2 ways to Assessing and Evaluating LLM Outputs: Ensuring Relevance, Accuracy, and Coherence of LLMs

As large language models (LLMs) become increasingly integrated into applications, ensuring their outputs are relevant, factually accurate, and coherent is paramount....
Adesoji Alu
4 min read

3 Proven Methods for Real-Time Voice Transcription Success: Balancing Precision and Performance in Critical Industries

In industries like healthcare, legal, and finance, real-time voice transcription has become critical. The demand is not only for transcription speed...
Adesoji Alu
7 min read

Powerful RAG Techniques for AI and NLP Projects

Retrieval Augmented Generation also known as (RAG) is the process of optimizing the output of a large language model, so it...
Adesoji Alu
21 min read
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