Docs RAG Ask
Portfolio demo Julian built for grounded Q&A: retrieve passages from a small Helio Ops doc set, answer with numbered citations, and surface the retrieval panel for reviewers. Runs fully in the browser for visitors; unlock to paste your own docs and optionally synthesize with server AI when OPENAI_API_KEY is configured.
Private tool - access code required
Demo for visitors · full tool is private. Enter the owner access code to paste your own data, persist a local session, export, and use server AI enhance.
Optional: bring your own Gemini API key
Your key stays in your browser and is sent only to Google. Without a key, this demo uses the free local model only.
Run a question to see ranked passages and citation targets.