GeoIntel is a Python package that wraps Google Gemini’s multi-modal capabilities to perform image-based geolocation. Users can upload photos via CLI or a web interface, and the AI model analyzes visual cues such as landmarks, vegetation, architecture, and lighting to infer where the image was captured. The tool provides geolocation results with interactive mapping and detailed reasoning.