LESS NOISE. MORE SIGNAL.

Ask with
your voice.

15languages
<200ms target
01trusted answer
ASK THE INDEX
Sarvam STT · language auto

Try a question

Hands-free voice

Tap once. Then talk naturally.

I will detect when you finish, answer aloud, and listen again.

Voice assistant ready

YouYour words will appear here.

SvaraSetuReady when you are.

The microphone pauses while SvaraSetu speaks.

New conversationGrounded multilingual RAG
Saved locally

You

—

SvaraSetu

Evidence mode

Grounded passages only.

Top passage

Nothing retrieved yet.

Guardrails

Retrieved

Index hits

Native · window · semantic · BM25

Ask a question first.

Analytics

Latency

Task 2 window is transcript → extractive. STT sits outside it.

P50—median
P70—bulk
P100—worst

RAG hot path

Current stage timings

—

Measured server-side for this request. Voice transcription is reported separately.

Live SLA

P50—
P70—
P100—

From last report or a live /benchmark.

Vectors—
P100 goal50 ms

Trace

Retrieval analysis

Local extractive
RouteDense + lexical + RRF
Evidence—
Confidence—
Grounding—

No hosted language model is required for answer generation.

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