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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

Posted by 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…
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Docker Model Runner & LLMs for AI Keyword Extraction: A Reproducible Benchmark

Docker Model Runner & LLMs for AI Keyword Extraction: A Reproducible Benchmark

Posted by 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…
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