Gallery Container

Debian 12 (bookworm) container for AI/ML services, media, and experimental applications. Gallery is a container on OSGeo7 host.

Resources: 8 vCPUs, 12GB RAM System services: nginx, redis, PostgreSQL 17, turnserver, php-fpm

Brian's services (darkblueb):

• GalleryVM media library
• llamafile experiments
• photoprism configuration

Lorenzo's services (ominiverdi):

• LLM-based Chat Assistant
• BGE-M3 Embedding Server - Semantic search embeddings via llama.cpp
  • Port: 8094 (localhost only), Model: bge-m3-Q8_0.gguf
• osgeo-library - PDF figure/table/equation extraction and semantic search
  • GitHub: https://github.com/ominiverdi/osgeo-library
  • CLI command: osgeo-library (as ominiverdi user)
• osgeo_wiki_bot - Automated wiki/WordPress/Planet content sync and processing
  • GitHub: https://github.com/ominiverdi/osgeo_wiki_bot
  • Cron: wiki (6h), WordPress (daily), Planet (4h), chunk processing (hourly)

The embedding model running on osgeo7-gallery is BGE-M3 (bge-m3-Q8_0.gguf), a multilingual model from BAAI supporting 100+ languages. It produces 1024-dimensional vectors and runs via llama-server on port 8094 (localhost only). The Q8_0 quantization keeps it light: 606 MB on disk, ~457 MB RAM, ~12ms per query.

Contact: darkblueb (Brian Hamlin), ominiverdi (Lorenzo Becchi) or SAC channel