Indexatron Update: Context-Aware Analysis with Local Vision Models

An update to the original Indexatron experiment From Proof of Concept to Production The original Indexatron answered a simple question: can local LLMs extract meaningful metadata from family photos? The answer was yes, but with caveats. Feeding a vision model an image with zero context is like asking someone to describe a photo with no knowledge of the subjects, the era, or the occasion. The AI sees pixels. It doesn't see your grandmother's wedding or your family's Christmas traditions.