- mailcmd replacement (vm_mailcmd.py): faster-whisper transcription (CPU int8), extractive summary + intent tags + spoken-digit number extraction, multipart/alternative HTML email, fail-safe relay of original message - Telegram DM delivery (vm_telegram.py) with per-mailbox routing - Caller-ID -> name (vm_contacts.py): file / google / carddav backends - SQLite store (vm_store.py) with content-addressed audio - FastAPI portal (vm_web.py): PIN login, list/play/delete, per-user settings, zero JS, loopback-only behind Apache TLS - Backfill importer (vm_import.py) for existing spool recordings - systemd unit, Apache vhost + certbot TLS, install.sh - Docs: INSTALL, CONFIGURATION, ARCHITECTURE, OPERATIONS, SECURITY, TESTING Verified end-to-end on mail.txt3.net: 157 historical messages backfilled, live voicemail -> transcribed -> stored -> visible at https://vm.txt3.net.
4.9 KiB
Operations
Day-to-day running: backups, monitoring, common problems, upgrades.
Service status
sudo systemctl status vm-portal # the portal
sudo journalctl -u vm-portal -n 50 # portal logs (uvicorn access/startup)
sudo tail -f /var/log/asterisk/vm_mailcmd.log # per-voicemail pipeline log
Health of the portal (works locally or via the real hostname):
curl -s http://127.0.0.1:8099/healthz # {"ok":true,"messages":N}
curl -s --resolve vm.txt3.net:443:ORIGIN_IP https://vm.txt3.net/healthz
Logs to watch
| Signal | Where | Meaning |
|---|---|---|
transcribed … |
vm_mailcmd.log | a voicemail was processed OK |
stored message for mailbox … |
vm_mailcmd.log | it also reached the portal DB |
no audio attachment; relaying original |
vm_mailcmd.log | Asterisk sent a text-only notice (missed-call style) — expected |
Telegram disabled / no route |
vm_mailcmd.log | Telegram skipped (per config) — expected if unset |
relaying original, mailcmd error |
vm_mailcmd.log | pipeline threw; original email was preserved (fail-safe worked) |
status=sent |
/var/log/mail.log | the enriched email left Postfix |
452 4.3.1 Insufficient system storage |
/var/log/mail.log | /var is full — see below |
Backups
Two things to back up — the code is reproducible, the data is not:
# database + audio (once or twice a day is plenty)
sudo -u asterisk tar czf /backup/vm-$(date +%F).tgz \
-C / var/lib/vm-transcribe/voicemail.db var/lib/vm-transcribe/audio
# config (the live, secret-bearing files)
sudo tar czf /backup/vm-conf-$(date +%F).tgz \
/opt/vm-transcribe/telegram.conf /opt/vm-transcribe/contacts.conf
The whisper model cache (/opt/vm-transcribe/models) is reproducible — no need
to back it up, just re-run install.sh.
Restoring: stop the service, extract, systemctl start vm-portal. The DB schema
is created on first connect, but preserve the existing file to keep history.
Disk
/var/lib/vm-transcribe/audio grows with every voicemail. At ~290 KB per
WAV (8000 Hz, mono, 23 s) that is ~12 MB per 40 messages. The portal's
max_inbox per-user auto-delete keeps individual mailboxes bounded, but the
total store only shrinks when messages are deleted (and their audio blob is
unreferenced by any other message).
A full /var is the single most common cause of "voicemail emails stopped
arriving" — Postfix rejects everything with 452 4.3.1 Insufficient system storage. Check df -h /var first when the pipeline looks dead.
Upgrading
git -C /home/jp/Work/asterisk-voicemail pull
cd /home/jp/Work/asterisk-voicemail
sudo cp src/*.py /opt/vm-transcribe/
sudo /opt/vm-transcribe/venv/bin/pip install -U faster-whisper # occasionally
sudo systemctl restart vm-portal
install.sh is idempotent-ish for the first install but is not a general
upgrade tool — it backs up voicemail.conf each run, so avoid re-running it
blindly. For upgrades, copy src/*.py as above.
Common problems
No transcription email arrived.
df -h /var— full disk blocks Postfix.sudo grep '^mailcmd' /etc/asterisk/voicemail.conf— is it our script?sudo tail /var/log/asterisk/vm_mailcmd.log— look forrelaying original, mailcmd error.sudo -u asterisk /opt/vm-transcribe/venv/bin/python3 -c 'import faster_whisper'— is the venv intact?
Portal returns 502 / can't connect.
The uvicorn backend is down or not on loopback: sudo systemctl status vm-portal;
ss -ltnp | grep 8099. Also confirm Apache has proxy/proxy_http enabled.
Login fails for a real mailbox.
The PIN in voicemail.conf is what the portal checks — not anything in the
portal. If you changed a voicemail PIN, that change is picked up immediately
(the file is reparsed each login). If the mailbox line is commented out or in a
context the parser doesn't reach, login fails. Test the parser directly:
sudo -u asterisk /opt/vm-transcribe/venv/bin/python3 \
-c "import sys; sys.path.insert(0,'/opt/vm-transcribe'); import vm_auth; print(vm_auth.check_login('7940','5159'))"
Certbot renewal.
Renewal runs from /etc/cron.d/certbot; certbot.timer is masked (normal on
Debian's package). Test non-destructively in the background (it can be slow):
sudo certbot renew --cert-name vm.txt3.net --dry-run &
I locked myself out testing lockout.
Restart the service: sudo systemctl restart vm-portal. In-memory counters clear.
Backfill shows many no_speech.
Expected. 44-byte WAVs (duration=0) are hung-up calls with no audio. Not a bug.
Re-running the backfill
Idempotent — safe any time:
sudo -u asterisk /opt/vm-transcribe/venv/bin/python3 /opt/vm-transcribe/vm_import.py
Useful after importing a large batch of new spool messages, or after a fresh install on a box with existing voicemails.