Overview
Voice + chat based business assistant for Hindi, English, and Hinglish speakers. Multi-lingual LLM orchestration for Indian SMEs.
The Problem
Language is a barrier for millions of small business owners in India. Most AI tools are English-only and miss the natural code-switching (Hinglish) that's ubiquitous in everyday business conversations.
The Approach
A multi-lingual agent pipeline that handles voice input, language detection, LLM inference in the appropriate language, and voice output — all optimized for business use cases like inventory, billing queries, and customer management.
Tech Stack
PythonSpeech-to-TextLLM OrchestrationHindi NLPVoice InterfaceFastAPI