Building a RAG Pipeline From Scratch: What SmartQueue Taught Me About Retrieval - DEV Community
How I built a retrieval-augmented AI assistant for an IT helpdesk queue, why I ripped out ChromaDB for a from-scratch BM25 implementation, and what the tuning numbers in the pipeline actually mean.