Project Overview

KJP has ~8,000 images needing consistent descriptions.

We are building: - an external AI app - a batch processing pipeline - a tuning loop using client feedback - a push-to-WordPress mechanism

The system: - uses Supabase pgvector for embeddings - uses Claude Sonnet Vision for embeddings + descriptions - allows calibration via prompt evolution - supports client review + auto-reprocessing - updates WordPress via a plugin endpoint