AEGIS (An Edge-AI Guided Inference System) is a multimodal navigation framework designed for human-centric scenarios. It integrates speech recognition, text-to-speech, vision perception, retrieval-augmented generation (RAG), and edge deployment on the SOPHON BM1684X platform, enabling intelligent, real-time assistive navigation.