Before You Start

Do not explore the workspace first. The workflow's Learn step gives you everything you need.

Goal

Build a synthetic dataset using the Data Designer library that matches this description:

$ARGUMENTS

Workflow

If the user wants Nemotron-style embedding or reranking data (corpus → Q&A → training.jsonl / eval_beir → fine-tune), stop. Announce a handoff to nemo-retrieval-recipes. Do not enter Autopilot or Interactive create. Dedicated jobs are documented in references/retrieval-sdg.md for Stage 0/1 debugging only.

Use Autopilot mode if the user implies they don't want to answer questions — e.g., they say something like "be opinionated", "you decide", "make reasonable assumptions", "just build it", "surprise me", etc. Otherwise, use Interactive mode (default).

Read only the workflow file that matches the selected mode, then follow it: