HITL Navigator V1.0 eSTARHelper · Build 30-OC · 2026-10-15 – Your Human-in-the-Loop Assistant

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Server: checking… Press Ctrl + Enter to Ask Gemini & Verify Ai →
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Upload your document(s)
PDF, DOCX, or TXT files for RAG. Processed in-session, never stored.
Steps 2–3 of 6 · Claims & PickSection 1 — Gemini's response & the Source Chips it cites
Raw answers → Source chips: each potato is one AI prose response segment; each chip is that segment's source(s).
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Gemini's raw response
as Gemini answered — verbatim, unedited
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Source Chips (cited by Gemini)
click ← See the Source on any chip to jump to that page
All words → Picked words. GEMINI's content words on the left, the ones you picked on the right — nothing runs until you pick.
Pick the words to verify — or type your own
Nothing runs until you pick a word. Deselect all to start from a blank slate. Type your own term to add it to the query.
GEMINI's words:
YOUR word:
◎ No word picked. Pick a pill or type one to run BM25 · Proximity below.
Steps 4–5 of 6 · Locate & ScoreSection 2 — BM25/BM25TP keyword + proximity rank
All pages → BM25/BM25TP-ranked pages. Every page in the reference is scored deterministically by keyword frequency + proximity; the top few float to the top.
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BM25
pages carrying your words · exact & variant (stemmed) · click a page to See the Source
SORT
Semantic Advisor — AI-suggested related passages, advisory only. Never modifies the deterministic tables above.
Frederick-Generic-OOS-SOP-22004.pdf Preview — the demo's grounding document, so you can see why the prompt is staged Jump to the key pages ▸ ✕
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Build 30-OC · 2026-10-15