Knowledge Base
Photo Search Skill
Expert knowledge for developing and operating the local-photo-search service — a self-hosted photo library with CLIP semantic search, face recognition, LLaVA scene descriptions, aesthetic quality scoring, Google Photos upload, and shoot review/culling, deployed via Docker on a UGREEN NAS.
Use this skill whenever the user asks about: adding features to photo-search, running indexing jobs, troubleshooting the NAS deployment, understanding the codebase architecture, modifying the CLI or web API, updating the status page, managing face references, finding duplicate photos, working with collections, stacking burst photos, uploading to Google Photos, or any other task related to this project.
Trigger even for vague requests like "how do I index 2024?" or "why is search slow?" or "I want to add a new filter" or "upload these to Google" — all of these relate to this service.