- Add servarr.py parser for all *arr services (sonarr/radarr/lidarr/
prowlarr/readarr/whisparr/bazarr) — pipe-delimited format with
component prefix prepended for searchability
- Add ingest_sources() to pipeline.py; reads sources.yaml, skips
missing paths with a warning so cron keeps running if a service
is down
- Add --sources mode to ingest_corpus.py CLI; legacy positional args
unchanged for backward compat
- Add patterns/sources.yaml with all of Xander's discovered service
log paths (qbit, 7 servarr services, nzbget, tautulli, jellyseerr)
- Replace per-service volume mounts in podman-standalone.sh with
/opt:/opt:ro + /var/log:/var/log:ro; adding a new source now
requires only editing sources.yaml — no container restart
- app/ingest/plex.py: Plex Media Server log parser
Regex-based line parser for 'Mon DD, YYYY HH:MM:SS.mmm [pid] LEVEL - msg'
format. Handles multi-line entries (stack traces). Detects plex_eae_failure
and all other patterns via shared pattern library.
- app/ingest/plaintext.py: generic fallback parser for unrecognized formats
Extracts timestamps (ISO 8601, syslog, common log) and severity via regex.
- pipeline.py: detect plex format via is_plex_log(); fall back to plaintext
instead of skipping; process *.log files alongside *.jsonl; add ingest_file()
for single-file ingestion.
- scripts/ingest_corpus.py: accept single file or directory as target
- manage.sh: ingest-plex command SSHes to Cass (or HOST arg), pulls
Plex Media Server.log, and ingests it directly
Ingest pipeline (journald / Caddy / Docker-wrapped formats) with
per-source state tracking (repeat dedup, out-of-order detection),
named pattern tagging at ingest time, and idempotent SHA1-keyed writes.
FTS5 search layer with porter stemmer, severity/source/pattern/time
filters, and BM25 ranking. MCP server (FastMCP stdio) with three tools:
search_logs, diagnose, list_log_sources — compatible with both
Claude Code and Copilot CLI.
WAL mode enabled on all connections. FTS index auto-built after ingest.
MCP configs included for Claude Code (.mcp.json) and Copilot CLI
(.github/copilot/mcp.json).
