🎙️ VOICE RAG — HH GOA 2026

Multilingual Grounded Voice RAG · Sarvam Saaras v3 · Multilingual E5-Base (k=15) · mMARCO CrossEncoder · Evidence Gate T=0.80 Engineered on 50,311 MSMARCO-XI Hindi Passages with Parent-Child Indexing, Actionable Safety Guardrails, and Strict Grounding Verification.