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AI Deployment

Deploying AI Models on Kubernetes Using KServe

Deploy AI models on Kubernetes using KServe for scalable, manageable solutions. Learn how to handle deployment intricacies and optimize model serving...
Collabnix Team
8 min read

Kubernetes for Generative AI: Complete Guide to Deploying LLMs at Scale

The explosion of Generative AI has transformed how we build applications, but deploying Large Language Models (LLMs) at scale presents unique...
Collabnix Team
6 min read

Running AI Workloads on Kubernetes in 2025

Optimizing AI Workloads on Kubernetes in 2025 If you’ve been keeping an eye on the cloud-native world, you’ve probably noticed how...
Collabnix Team
3 min read

Ollama GPU Acceleration: The Ultimate NVIDIA CUDA and AMD ROCm Configuration Guide for Production AI Deployment

The rise of large language models (LLMs) running locally has revolutionized how developers approach AI integration, with Ollama emerging as the...
Collabnix Team
36 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

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

Forget Ranking First—Be Agent-Ready First

Let’s face it—search isn’t what it used to be. It’s not just about how people find information, but who (or what)...
Ajeet Raina
2 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

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

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 AI Enhances Cloud-Native App Deployment

Artificial Intelligence transforms how cloud-native applications are deployed. It simplifies tasks like managing resources and predicting workloads, offering real-time solutions to...
Tanvir Kour
2 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 to Dockerize Machine Learning Applications Built with Streamlit and Python

Customer churn is a million-dollar problem for businesses today. The SaaS market is becoming increasingly saturated, and customers can choose from...
Ajeet Raina
1 min read
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