~/tools / rag-planner

RAG capacity planner

Every RAG system starts with the same arithmetic: how many chunks, how many vectors, how much RAM, what will embedding cost. This planner runs that math live — documents, average length, chunk size, overlap, dimensions — and tells you what your corpus really weighs. It's the exact sizing pass I ran before indexing 36,000 documents.