Spent some time exploring QMD live.
The goal was simple: take a folder of markdown docs, search it with basic tools like grep, then see what QMD adds on top.
The interesting part: QMD does not stop at keyword search. It combines BM25, vector search, query expansion, reranking, and local-first retrieval.
A practical look at how modern retrieval systems work.
@twistin456@sagar_sarkale