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Voice RAG over MSMARCO-XI.

connecting…
  1. 01
    Voice
    MediaRecorder / Opus
  2. 02
    STT
    Sarvam · ElevenLabs
  3. 03
    Chunks
    5 strategies, reconciled
  4. 04
    Retrieve
    dense + BM25 → RRF → MMR
  5. 05
    Generate
    grounded extraction
  6. 06
    Verify
    entailment + numbers

In the index — should answer

Should be refused — and by which guard