Paperless is a Docker Compose deployment (compose.yaml), not a scripted
install. The previous update.sh reference didn't exist, causing
'bash: update.sh: No such file or directory'. Match the convention used
by other Compose services (freshrss, uptime-kuma, grafana, jellyfin).
The monolithic check_updates.py has been split into the update_monitor/
package with separate modules for fetching, extraction, comparison,
classification, and notification. This makes the codebase easier to
navigate and test.
The flat services.yaml is replaced by per-service directories under
services/<name>/config.yaml, co-locating config with update scripts
and AI review examples.
When --auto-update is enabled, services with an auto-update.sh script
get their release notes classified by a local Ollama model (using
few-shot examples from review-examples/) to decide whether the update
can be applied automatically or needs manual admin intervention. Results
are reported in a single consolidated Matrix message.
Immich is the first service with auto-update configured, using 7
real release note examples to train the classifier.
