LLM

What Is Generative AI? A Beginner-Friendly Guide to How GenAI Actually Works (Part 1)

By Renata February 24, 2026

Generative AI has quickly moved from research labs into everyday tools. It helps people write, learn, create, and work more efficiently. Still, many explanations remain overly technical or abstract. This…

Text-to-SQL Agent with Docker MCP and Model Runner | Smarter and Safer

By Vishesh Sharma November 12, 2025

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…

Docker containerization, SQL database, and LLM model runner like Ollama in a AI pipeline

Text-to-SQL Service Agent with Docker and LLM model runner

By Vishesh Sharma October 27, 2025

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

By Mohammed Aminoor Rahman October 15, 2025

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…