Building a RAG Pipeline From Scratch: What SmartQueue Taught Me About Retrieval

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.

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