A simple, consistent and extendable toolkit for IndicTrans2. (Pypi: https://pypi.org/project/indictranstoolkit)
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Updated
Apr 30, 2026 - Cython
A simple, consistent and extendable toolkit for IndicTrans2. (Pypi: https://pypi.org/project/indictranstoolkit)
An open-source conversational AI assistant for rural & semi-urban India. Supports voice-based queries in Hindi, Punjabi, Tamil, Bengali and more. Converts speech to text (ASR), retrieves answers via RAG, translates between Indic ↔ English, and responds back with Indic TTS. Built with AI4Bharat models, Whisper, Flan-T5, IndicTrans2, and IndicLID.
AI that reads tender documents and bids, checks every eligibility criterion, explains every verdict, and flags doubts for human review - making CRPF procurement faster, fairer, and fully auditable.
Offline multilingual AI speech translator for Indian languages using Whisper, IndicTrans2, and Raspberry Pi 4 with sub-10s edge inference.
A complete engineering case study in building an event-driven OCR pipeline: system design, distributed workers, hybrid AI model routing, and production observability - not just an OCR API wrapper.
Multilingual concept prerequisite lookup across Indian school curriculum (NCERT) and Buddhist dharma terminology.
Engineering content translator — English ⇄ Marathi & Hindi. Built with IndicTrans2, FastAPI, Streamlit. BLEU 30.4 (Marathi), 42.6 (Hindi).
Open source multilingual voice OS — 22 Indian languages via AI4Bharat (IndicTrans2, IndicConformer, Parler-TTS, IndicXlit) + faster-whisper. Jarvis-style desktop assistant.
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