Private LLM Deployment: 5 Must-Dos with vLLM & Docker
Learn private LLM deployment with vLLM: privacy, compliance, architecture, ops checklist, and rollout by industry. Follow this guide and deploy safely.
Text-to-SQL Agent with Docker MCP and Model Runner | Smarter and Safer
A containerized approach to natural language database queries with built-in safety and auditability Author: Vishesh Sharma and Karan Singh Date: November 12th, 2025 Core The original Text-to-SQL setup worked but…
Text-to-SQL Service Agent with Docker and LLM model runner
A containerized approach to natural language database queries with built-in safety and auditability Author: Vishesh Sharma Date: October 27th, 2025 CORE IDEA This project shows how natural English questions can…
Docker Model Runner & LLMs for AI Keyword Extraction: A Reproducible Benchmark
Core Idea This project solves the challenge of comparing traditional NLP methods against modern LLMs by creating a fully containerized, one-command experiment using Docker Compose. Quantitative analysis of the results…
How to Use AI to Troubleshoot Your Kubernetes Cluster
Kubernetes, the open-source platform for managing containerized workloads and services, has become the go-to for orchestrating large-scale applications. However, managing a Kubernetes cluster can be complex, and troubleshooting issues…
Kubernetes Tools Recommender System: Your AI Copilot for Kubernetes
The advent of Large Language Models (LLMs) has revolutionized various industries, and the realm of Kubernetes is no exception. These advanced AI models, capable of understanding and generating human language,…
Install and Configure Kubernetes Tools Recommender System with Kind
Introduction Kubernetes: A Powerful Tool, Demanding Mastery Kubernetes, while a revolutionary platform for managing containerized applications, can be daunting, especially for those new to the ecosystem. Its intricate configuration and…
Kubernetes and AI: Are They a Fit?
The convergence of Kubernetes and AI is reshaping the technological landscape, driving innovation across industries. This powerful alliance offers unparalleled potential for building scalable, intelligent, and efficient applications. Understanding the…
Scaling Up AI/ML with Kubernetes
Introduction Artificial Intelligence (AI) and Machine Learning (ML) have become integral parts of modern technology, driving innovation across various industries. However, scaling AI/ML workloads efficiently poses significant challenges. This is…
Setting up Krs for an EKS cluster on Microsoft Azure
Enhance your Kubernetes cluster management on Microsoft Azure with KRS (Kubetools Recommender System) - a new powerful tool designed to provide recommendations and health checks using AI. KRS scans your…