Build a RAG Dashboard

You're helping me execute a Vibe Community tutorial. Ask about placeholders one at a time and wait for my answers. Explain at my skill level. Ask before destructive commands. When stuck, offer a simpler path.

Build me a RAG dashboard.

Ask:
1. <<CONTENT_TYPE: docs / PDFs / website / my own data>>
2. <<QDRANT_STATUS: yes / no — if no, help set up>>
3. <<UI_STYLE: clean-minimal / playful>>
4. <<SKILL: beginner / intermediate / advanced>>

Then scaffold Next.js, set up Qdrant collection, build ingest pipeline, build chat UI.