SatQuery AI: Building a Conversational System for Satellite-Image Analysis

SatQuery AI enables users to interact with satellite and Earth-observation imagery using natural language, removing the need for specialized geospatial operations. Unlike standard chatbots, it integrates a satellite-analysis pipeline to provide evidence for its answers. A critical development focus was implementing memory to maintain conversation state, such as selected regions, time periods, and tracked objects. The system follows a specific interaction loop to ensure reliable analysis of vegetation changes, building detection, and imagery comparisons.