AI LabLibrarian
Librarian · from Riken Patel's AI Lab
Answers grounded in your docs — with receipts.
Ask a question and get an answer built only from retrieved sources: hybrid search, live relevance scoring, inline citations, and an honest refusal when the docs don't cover it.
Runs in-browser No sign-up Streams live
librarian.rikenpatel.work/demo
Queries today
0Avg latency
0msRecall@5
0%query vector
top-3 · 0.94
Hybrid retrieval
Dense vector similarity fused with a keyword boost, so exact terms and meaning both win.
Cited or refused
Every claim links to the chunk it came from — and when the docs don't cover it, it says so.
Reranked results
A rerank pass reorders candidates by true relevance before a single token is generated.
Everything runs client-side
See it run for yourself.
No sign-up, no API key. Open the console and launch a real multi-agent run in your browser.
Launch live console