A first-of-its-kind interactive AI experience deployed at a heritage museum in Ahmedabad. Visitors converse naturally with an AI assistant grounded in the Vachanamrut — a sacred text — receiving thoughtful, contextually-grounded responses in multiple languages.
Heritage museums face a fundamental challenge: how do you make centuries-old knowledge feel alive and accessible to a modern, diverse audience? Static displays and printed text create passive experiences. Visitors leave with surface-level impressions rather than genuine understanding.
The Vachanamrut — a collection of spiritual discourses — contains profound philosophical depth. But accessing that depth requires either deep prior knowledge or a knowledgeable guide. The museum needed a way to make this wisdom genuinely accessible to every visitor, regardless of their background or language.
We built a RAG-based conversational AI system grounded entirely in the Vachanamrut. Visitors can ask any question — philosophical, historical, or personal — and receive responses that are accurate, contextually grounded, and expressed in natural language. The system supports multiple languages, runs unattended 24/7, and is deployed on museum-grade hardware designed for high-traffic public environments.
The entire Vachanamrut corpus was processed, chunked, embedded, and stored in a vector database — enabling precise semantic retrieval for any visitor query.
Visitors can converse in Gujarati, Hindi, and English. The system detects language automatically and responds in kind, with culturally appropriate phrasing.
Every response is grounded in specific passages from the Vachanamrut, with citations available. The system is designed to never hallucinate or go beyond the source text.
Custom touch-optimized interface designed for public kiosk deployment — large touch targets, high contrast, auto-reset after inactivity, and accessibility-first design.
The system runs 24/7 without staff intervention — with automatic recovery from failures, session management, and remote monitoring for the museum team.
Built-in guardrails ensure all responses remain within the scope of the sacred text — preventing off-topic conversations and maintaining the integrity of the experience.
The system uses a retrieval-augmented generation pipeline with a vector database for semantic search, an LLM for response generation, and a custom UI layer optimized for kiosk deployment. The architecture prioritizes reliability and graceful degradation — the experience must work flawlessly for every visitor, every time.
The first museum-deployed conversational AI grounded in a sacred Hindu text — a genuinely novel application of generative AI in a cultural heritage context.
The installation runs continuously without staff intervention, serving visitors across all museum hours with consistent quality and reliability.
Gujarati, Hindi, and English — covering the full range of the museum's visitor demographic with natural, culturally appropriate responses in each language.
The installation is live and in active use at the heritage museum in Ahmedabad, engaging visitors daily with the wisdom of the Vachanamrut.