A ground-up, provider-agnostic toolkit for building, benchmarking, and rigorously evaluating Retrieval-Augmented Generation systems — structure-aware PDF ingestion, five retrieval strategies, and RAGAS end-to-end evaluation, wrapped in a pip install-able CLI and a Streamlit dashboard.