HH Goa 2026 · Task 2 · Voice RAG

Less noise.
More signal.

Ask out loud in eleven Indian languages. Every answer is grounded in retrieved passages, cited, and comes with a receipt for every millisecond it cost.

Spoken language

Ready

Retrieval pipeline

Ask a question to see the per-stage waterfall.

P50

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P70

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P100

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TTFT

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n = 0