Andrew GordieievLinkedIn ↗

RAG demo · sign-in required

Ask my portfolio

Type a question about my methodology, my Spec 001 / Spec 002 work, or anything else from this portfolio. The system retrieves the most relevant chunks from my own docs (visit-card content, spec/architecture/design artefacts, decision log, résumé) and answers via Anthropic Sonnet 4.5 grounded in those sources.

Every answer ships with a live faithfulness score from a judge LLM — RAGAS-style evaluation, visible in real time. You see whether each claim in the answer is actually supported by the retrieved context, not just the answer itself.

~5–10 seconds per question. 5 questions per day per account.

Sign in with Google to start. The demo is invite-only. If your email isn't on the allowlist yet, you'll see a request-access screen — drop me a line and I'll add you.

Privacy: Google OAuth scope is email-only. We log a hashed email + a timestamp; no profile data, no message content.