open source RAG

I broke my first local RAG pipeline before I even got to the fun part — the retrieval was returning garbage chunks and I spent two hours blaming the embedding model when the real problem was my chunking script silently truncating documents at 512 characters. So this guide is the version of that weekend I … Read more