Side-by-side

Baseline RAG vs Engineered RAG

Pick a question or write your own. We run the same query through a naive baseline pipeline (single prompt, no schema, no guards) and an engineered pipeline (BM25 + HyDE + rerank, typed Pydantic output, inline guardrails) and show every difference, including the trace.