Carlos-CaMa/GeoRetina-chat2geo — reverse-engineered prompt

I want a web app that feels like ChatGPT, but for geospatial and remote sensing work. The main experience should be a chat interface where someone can ask for things like urban heat island analysis, land cover mapping, land cover change over time, and basic air pollution insights, then see the results on an interactive map. Users should be able to upload their own vector files, combine them with satellite data from Google Earth Engine, and have the assistant explain the outputs in plain language.

Please also include sign in, saved data with Supabase, and a simple knowledge base where users can upload documents and ask questions that mix document content with map based analysis. If there are parts that are still rough or unfinished, make the app work end to end with the sample analyses that already exist and keep the weaker features clearly labeled. Set up the needed environment variables, connect the services, and make it runnable locally. If anything is unclear, check the current docs online and use sensible defaults.