I built a local document Q&A tool around Gemma 4 E4B's 128K context — five days, no RAG, no cloud

Five days, an 8 GB laptop GPU, and a stubborn belief that for the kind of documents I actually read — research papers, internal memos, the API docs of one project — RAG is over-engineering. DeepRead l...