Vector Databases for RAG: From Chroma to Production (2026 Guide)
*A beginner-friendly guide to choosing, building, and deploying vector databases for Retrieval-Augmented Generation*
Table of Contents
Introduction: Why RAG Matters
What is a Vector Database?
The Players: 5 Vector DBs Compared
Local...
Prompt Engineering for Self-Hosted LLMs: Getting the Most from Small Models
Running large language models locally has never been more accessible. With models like Phi-3, Llama 3.2, and Qwen 2.5 delivering impressive performance on consumer hardware, self-hosting...
