A multilingual conversational assistant designed for educational institutions. The chatbot ingests institutional FAQs and responds intelligently to student queries across five or more regional languages using language-agnostic embeddings.
Multilingual support (Hindi, Bengali, Tamil, Telugu, English, etc.)
Language-agnostic model integration (IndicBERT / MuRIL / XLM-R)
Context-aware conversations with session tracking
FAQ retrieval using semantic similarity search
Session manager for maintaining chat history & analytics
Interaction logging for performance review and improvement