Building a Hybrid Mobile AI Vision Assistant With LiteRT, Gemini Nano, and Vertex AI

Cloud-based Vision-Language Models are too slow and brittle for real-time accessibility tools. This article breaks down a resilient, three-tier hybrid architecture on Android that uses local LiteRT object detection for immediate physical safety, on-device SLMs for offline text parsing, and cloud Vertex AI strictly for deep, user-triggered semantic queries.