VoxGround converts spoken Hindi, Marathi, and English queries into high-precision, grounded answers powered by hybrid vector search and LLM guardrails.
Devanagari-first acoustic models and tokenizers supporting Indic phonetics and romanized transliteration.
Every response is attributed to exact passages with confidence metrics and automatic hallucination suppression.
Hybrid indexing combining dense semantic embeddings with sparse BM25 lexical search for instant recall.
Speak in Hindi, Marathi, or English. Watch live as the RAG pipeline transcribes, retrieves, and synthesizes answers.
Launch Voice Assistant