sparkyniner/Netryx-Astra-V2-Geolocation-Tool ? reverse-engineered prompt

Build me a Python app called Netryx Astra V2 that can take a single street level image and guess the exact location from it. I want it to feel like a real geolocation tool, where I can drop in a photo and get back the best matching place, the street or city, and GPS coordinates if possible. It should search against an indexed collection of street view panoramas, handle blurry crops and partial images pretty well, and show a ranked result list with confidence scores.

Please wire it up so the whole pipeline works end to end locally, with a simple setup and run flow for Windows and Linux. If there are model or data details you need, look up the current docs online and make reasonable choices. I also want a small demo or test script so I can try it on a sample image and see the output clearly. Keep the code organized and easy to run from the command line.