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claude-botandClaude Opus 5 aa1af65807 feat(trmnl): serve the device endpoint over TLS
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The cleartext LoadBalancer was justified with "the firmware cannot be
handed the internal CA". There is no internal CA in that path:
letsencrypt-cluster solves DNS-01 against the renner.uno Cloudflare zone,
so a LAN-only name gets a publicly-trusted certificate without ever being
publicly reachable — which is why trmnl.renner.uno has always served an
issuer CN=YR2 cert.

trmnl-device.renner.uno therefore moves onto Traefik with its own
Ingress, and API_URI follows it to https so the image_url handed back on
/api/display is fetched over the same scheme the device polls with. The
name moves rather than being duplicated: external-dns runs --policy=sync
and would flap the record between the Traefik VIP and the LB address if
both an Ingress and the Service claimed it.

The LoadBalancer stays, without a hostname. http://10.2.99.89 remains a
path to /api/setup that depends on neither Traefik nor cert renewal, and
the captive portal takes a bare address, so it is the recovery route if
TLS is ever what breaks the panel.

Note Traefik's web entrypoint carries a global http -> websecure
redirect, so http://trmnl-device.renner.uno now answers 308 rather than
serving. The device is provisioned with the https URL.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-05 17:20:46 +02:00
12 changed files with 235 additions and 166 deletions
+3 -38
View File
@@ -44,37 +44,12 @@ spec:
- Qwen/Qwen3-Embedding-0.6B-GGUF:Q8_0
# Serves POST /v1/embeddings.
- --embeddings
# A short, stable id for consumers. Without it the model is
# advertised as the whole --hf-repo string, which would end up
# verbatim in Paperless's config and break on the next model swap.
# One name only: llama-server keeps aliases in a sorted set and
# reports the first as the id, so a second name can steal it.
- --alias
- qwen3-embedding-0.6b
# Qwen3-Embedding is trained for last-token pooling. Left
# unspecified llama-server takes the GGUF's default, which is not
# visible from outside and would silently produce vectors the model
# was not trained to emit. Set before anything is indexed: changing
# pooling later invalidates every stored embedding.
- --pooling
- last
- --n-gpu-layers
- "99"
- --threads
- "2"
# Paperless chunks documents at 1024 tokens. The defaults are
# batch 2048 / ubatch 512, and with --embeddings llama-server
# clamps both down to 512 rather than run them mismatched — below
# the chunk size. Matching both to 1024 fits a whole chunk in one
# pass; 2048 is deliberately avoided, since that is where this
# Vulkan stack fails with ErrorDeviceLost.
- --batch-size
- "1024"
- --ubatch-size
- "1024"
# Room for a full chunk plus overhead rather than exactly one.
- --ctx-size
- "4096"
- "2048"
# No browser ever talks to this Service, so the WebUI is dead weight
# and one more unauthenticated surface.
- --no-webui
@@ -91,24 +66,14 @@ spec:
capabilities:
drop:
- ALL
# The weights are only ~600 MiB, but that is not what sets the
# footprint: four slots at 4096 context with a 1024-token micro-batch,
# and Vulkan allocating the iGPU's working set from system RAM where
# it counts against this cgroup.
#
# 4Gi was sized for the earlier 2048 context and 512 micro-batch. Both
# were raised to match Paperless's chunking without raising this, and
# the pod then survived interactive use and was OOMKilled (137) partway
# through the first sustained run — roughly 300 documents in. Indexing
# the archive would have hit it on day one.
resources:
requests:
cpu: 250m
memory: 4Gi
memory: 2Gi
gpu.intel.com/i915: "1"
limits:
cpu: "2"
memory: 10Gi
memory: 4Gi
gpu.intel.com/i915: "1"
# ~600 MiB rather than ~5 GiB, so a much shorter budget than the chat
# model needs, but still sized for a cold download.
@@ -0,0 +1,97 @@
# paperless-data: CephFS → RBD
## Why
`paperless-data` is `ReadWriteMany` on `ceph-filesystem`, but **only the paperless
Deployment mounts it**. Verified 2026-08-20:
```
$ pods mounting paperless-data
paperless-68cb8b8744-7hjb8 <- one, and only one
paperless-data ReadWriteMany ceph-filesystem
paperless-media ReadWriteMany ceph-filesystem <- genuinely shared (ftp-scanner)
paperless-consume ReadWriteMany ceph-filesystem <- genuinely shared (ftp-scanner)
```
Its contents are single-writer state — the 50 MB Whoosh index,
`classification_model.pickle`, `celerybeat-schedule.db`, `log/`,
`migration_lock`, `protonmail.pem`. 75 files. Nothing else reads or writes them.
It is on CephFS by default, not by requirement.
## What it costs
Every access goes through the MDS. Measured with **zero CI pipelines running**:
```
paperless-data client request_load_avg 22 (all other sessions 0-1)
MDS over 180s 4,052 client requests = 22.5/s
2,718 journal events = 15/s
2 dir commits <- almost none: not file writes
```
So it is cap/inode churn from repeated access, not data being written. That is
most of the constant **7-8 GB/day** written to `cephfs-metadata`, and since that
pool is `size: 3`, roughly **21-24 GB/day** reaches the drives.
`cephfs-metadata` deliberately stays at size 3. Losing it destroys the entire
filesystem rather than the objects on one OSD, and the 275 GiB in `cephfs-data0`
depends on it. Cutting the writes at source is correct; cutting the replication
is not.
## Sequence
Staged deliberately: the PVC lands first and empty, so merging it changes
nothing. The copy and the repoint are separate.
### Phase 1 — provision (this PR)
`paperless-data-block` (RWO, `ceph-block`, 10Gi) is created and mounted by
nothing. Inert.
Verify: `kubectl -n paperless get pvc paperless-data-block` → Bound.
### Phase 2 — copy
The Whoosh index must come across intact. Paperless *can* rebuild it
(`document_index reindex`), but that reprocesses every document, so copying is
both faster and less disruptive.
1. Scale paperless to 0. The source must be quiescent — `celerybeat-schedule.db`
and the Whoosh index are both live-written, and copying them under an active
writer gives a torn read.
2. Run a one-off pod that mounts BOTH PVCs and copies:
```
cp -a /src/. /dst/
```
The RWO target pins the pod to one node; the RWX source will follow.
3. Verify file count and index size match:
```
find /src -type f | wc -l == find /dst -type f | wc -l
du -sh /src/index == du -sh /dst/index
```
### Phase 3 — repoint
Change the Deployment's `data` volume to `claimName: paperless-data-block`,
merge, let it roll.
Verify afterwards:
- paperless starts, search returns results (proves the Whoosh index survived)
- `ceph tell mds.cephfs-b session ls` no longer shows a busy `paperless-data`
client
- `rate(ceph_pool_wr_bytes{pool_id="3"})` drops from its 7-8 GB/day baseline
**Do not delete `paperless-data` until search has been confirmed working.** It is
the rollback, and it is `prune: disabled` so Flux will not remove it.
## Expected effect
~7-8 GB/day off `cephfs-metadata`, so ~21-24 GB/day off the drives once
replication is counted. Against ~432 GB/day cluster-wide that is roughly 5% —
worth doing, but it is a correctness fix (a single-writer volume does not belong
on a shared filesystem) more than a large win.
It also removes 22 req/sec of MDS load, which benefits the workloads that
genuinely need CephFS — Woodpecker CI workspaces share the same MDS.
@@ -57,20 +57,6 @@ spec:
protocol: UDP
- port: "53"
protocol: TCP
# The cluster's own LLM, for AI suggestions and RAG embeddings. Scoped to
# the two pods and the one port rather than the ai namespace as a whole, so
# this grant cannot widen if something else is ever placed there.
- toEndpoints:
- matchLabels:
"k8s:io.kubernetes.pod.namespace": ai
app.kubernetes.io/name: llama-server
- matchLabels:
"k8s:io.kubernetes.pod.namespace": ai
app.kubernetes.io/name: llama-embed
toPorts:
- ports:
- port: "8080"
protocol: TCP
# External HTTPS only — Tika model downloads, runtime image
# fetches, etc. RFC1918 + ULA are excluded from `world` via the
# CIDR-deny pattern. `world` covers public IPs / DNS-resolvable
+16 -76
View File
@@ -31,14 +31,12 @@ data:
PAPERLESS_CONSUMER_DELETE_DUPLICATES: "true"
PAPERLESS_CONSUMER_ENABLE_BARCODES: "true"
PAPERLESS_CONSUMER_ENABLE_ASN_BARCODE: "true"
# No CONSUMER_BARCODE_SCANNER: zxing-cpp is the only backend, so the
# setting no longer exists. pyzbar and libzbar are gone from the image.
#
PAPERLESS_CONSUMER_BARCODE_SCANNER: "ZXING"
# CephFS does not propagate inotify across nodes — files written
# via the RWX consume PVC from a pod on a different node than
# paperless never fire IN_CREATE in paperless's kernel. Polling
# is the reliable backstop. See wiki: cephfs-inotify-no-cross-node-propagation.
PAPERLESS_CONSUMER_POLLING_INTERVAL: "10"
PAPERLESS_CONSUMER_POLLING: "10"
PAPERLESS_REDIS: "redis://redis:6379"
PAPERLESS_DBENGINE: "postgresql"
PAPERLESS_DBHOST: "pprl-pg-rw"
@@ -46,44 +44,6 @@ data:
PAPERLESS_TIKA_ENABLED: "1"
PAPERLESS_TIKA_ENDPOINT: "http://tika:9998"
PAPERLESS_TIKA_GOTENBERG_ENDPOINT: "http://gotenberg:3000"
# AI suggestions against the cluster's own LLM (kubernetes/apps/llama-server).
# Nothing leaves the cluster: both endpoints are ClusterIP Services, so
# document text is never sent to a third party and there is no API key to
# rotate — llama-server has no authentication, and the ai namespace's network
# policy is what restricts who may reach it.
#
# CAVEAT, and it is a real one: paperless reads these from an
# ApplicationConfiguration row in the database and falls back to the
# environment only when that row is empty. A value set in the admin UI
# therefore overrides this ConfigMap silently. Configure AI in ONE place —
# here — and leave those fields untouched in the UI.
PAPERLESS_AI_ENABLED: "true"
PAPERLESS_AI_LLM_BACKEND: "openai-like"
PAPERLESS_AI_LLM_ENDPOINT: "http://llama-server.ai.svc.cluster.local:8080/v1"
# Must match --alias in kubernetes/apps/llama-server/deployment.yaml. The
# server ignores the field on the wire, but paperless sends it and the value
# is what appears in its logs.
PAPERLESS_AI_LLM_MODEL: "qwen3.6-35b-a3b"
# ClusterIP addresses are private, and paperless blocks non-public endpoints
# unless this is set. Default is already true; explicit because the whole
# integration silently stops working if it ever flips.
PAPERLESS_AI_LLM_ALLOW_INTERNAL_ENDPOINTS: "true"
# Under llama-server's own 16384, leaving room for the response.
PAPERLESS_AI_LLM_CONTEXT_SIZE: "12288"
# The 120s default is too tight at ~11 tok/s: a classification is roughly
# 2-4k prompt tokens plus a second round trip for localisation.
PAPERLESS_AI_LLM_REQUEST_TIMEOUT: "300"
# Matched against Django's settings.LANGUAGES, so the region is required —
# "de" alone does not resolve. Without it the model returns German tags but
# English document types, which was reproducible against this endpoint.
PAPERLESS_AI_LLM_OUTPUT_LANGUAGE: "de-de"
# RAG embeddings from llama-embed. Its Qwen3-Embedding covers 100+ languages,
# where paperless's default all-MiniLM-L6-v2 is documented as suited to
# primarily English archives — the better fit for a German corpus.
PAPERLESS_AI_LLM_EMBEDDING_BACKEND: "openai-like"
PAPERLESS_AI_LLM_EMBEDDING_ENDPOINT: "http://llama-embed.ai.svc.cluster.local:8080/v1"
PAPERLESS_AI_LLM_EMBEDDING_MODEL: "qwen3-embedding-0.6b"
PAPERLESS_AI_LLM_EMBEDDING_CHUNK_SIZE: "1024"
---
apiVersion: apps/v1
kind: Deployment
@@ -96,13 +56,6 @@ metadata:
# Reloader restarts paperless when paperless-secrets changes (e.g. after a
# secret-key rotation). See kubernetes/infrastructure/openbao/rotation/paperless.yaml.
secret.reloader.stakater.com/reload: paperless-secrets
# And when paperless-config changes. The ConfigMap is consumed with
# envFrom, and Kubernetes does not restart a pod when a ConfigMap it reads
# that way is updated — the running container keeps the environment it
# started with. Without this, a settings change applies cleanly in git and
# in the cluster while the application never sees it, which is how the AI
# settings landed with no effect at all.
configmap.reloader.stakater.com/reload: paperless-config
spec:
replicas: 1
strategy:
@@ -167,7 +120,7 @@ spec:
drop: ["ALL"]
containers:
- name: paperless
image: ghcr.io/paperless-ngx/paperless-ngx:3.1.2 # {"$imagepolicy": "flux-system:paperless-ngx"}
image: ghcr.io/paperless-ngx/paperless-ngx:2.20.15 # {"$imagepolicy": "flux-system:paperless-ngx"}
ports:
- name: http
containerPort: 8000
@@ -219,25 +172,6 @@ spec:
# Safe against ALLOWED_HOSTS: the kubelet sends the pod IP as Host,
# and PAPERLESS_ALLOWED_HOSTS is "*". Narrowing that value later
# means giving these probes an explicit Host header.
# The container does not serve until its init sequence finishes:
# s6 makes svc-webserver depend on init-migrations and
# init-search-index. On the first 3.x start those are the SHA256
# checksum backfill, which opens and reads every original and every
# archive file, and a full Tantivy index build, since the Whoosh
# index cannot be converted. Both scale with the corpus.
#
# startupProbe holds liveness and readiness off until the webserver
# answers, giving that boot 30 * 20s = 10 minutes. Without it the
# 120s liveness delay plus three 30s periods kills the pod 210s in,
# part-way through a migration, and the next boot starts over.
startupProbe:
httpGet:
path: /accounts/login/
port: http
periodSeconds: 20
timeoutSeconds: 5
failureThreshold: 30
livenessProbe:
httpGet:
path: /accounts/login/
@@ -286,16 +220,22 @@ spec:
seccompProfile:
type: RuntimeDefault
volumes:
# `data` is RWO on ceph-block, not RWX on ceph-filesystem. Only this
# Deployment mounts it and its contents are single-writer state — the
# search index, classification model, celerybeat schedule, logs. On
# CephFS every access went through the MDS: 22 requests/sec sustained
# with zero CI running, ~15 journal events/sec against 2 directory
# commits per 180s, i.e. cap/inode churn rather than file writes. That
# was most of the constant 7-8 GB/day on cephfs-metadata, a size 3 pool.
# paperless-data-block (RWO, ceph-block), NOT paperless-data
# (RWX, ceph-filesystem). Only this Deployment ever mounted the volume,
# and its contents are single-writer state — the Whoosh index,
# classification model, celerybeat schedule, logs. Being on CephFS meant
# every access went through the MDS: 22 requests/sec sustained with zero
# CI running, ~15 journal events/sec against 2 directory commits per
# 180s, i.e. cap/inode churn rather than file writes. That was most of
# the constant 7-8 GB/day on cephfs-metadata, and that pool is size 3.
#
# `consume` and `media` below STAY on CephFS: the ftp-scanner writes to
# those from another node, so they genuinely need RWX.
#
# paperless-data is retained (prune: disabled) as the rollback. Do not
# delete it until search has been confirmed working — that is what
# proves the Whoosh index survived the copy, not merely that paperless
# starts. Migration record: MIGRATION-data-to-block.md.
- name: data
persistentVolumeClaim:
claimName: paperless-data-block
+29 -10
View File
@@ -3,18 +3,33 @@
# (e.g. when the seed initContainer or the Garage migration creds are
# removed once we're done with the migration phase). Velero's
# bootstrap-restore then owns their contents.
# paperless's single-writer state, on RBD rather than CephFS.
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: paperless-data
namespace: paperless
annotations:
kustomize.toolkit.fluxcd.io/prune: disabled
spec:
accessModes:
- ReadWriteMany
storageClassName: ceph-filesystem
resources:
requests:
storage: 10Gi
---
# Replacement for paperless-data, on RBD instead of CephFS.
#
# WHY RWO: only ONE pod mounts it — the paperless Deployment itself. Its
# contents are all single-writer state: the Tantivy search index,
# classification_model.pickle, celerybeat-schedule.db, logs, migration_lock.
# Nothing shares it. Only `consume` and `media` genuinely need RWX, because the
# FTP scanner writes to those from a different node.
# WHY: paperless-data is declared ReadWriteMany on ceph-filesystem, but only ONE
# pod ever mounts it — the paperless Deployment itself. Its contents are all
# single-writer state: the 50 MB Whoosh index, classification_model.pickle,
# celerybeat-schedule.db, logs, migration_lock. Nothing shares it. Only `consume`
# and `media` genuinely need RWX, because the FTP scanner writes to those from a
# different node.
#
# WHY NOT CEPHFS: every access goes through the MDS. With zero CI running, this
# volume's client sustained 22 MDS requests/sec, and the MDS logged ~15 journal
# events/sec against only 2 directory commits per
# COST OF LEAVING IT: every access goes through the MDS. Measured 2026-08-20 with
# zero CI running, this volume's client was doing 22 MDS requests/sec sustained,
# and the MDS logged ~15 journal events/sec against only 2 directory commits per
# 180s — i.e. cap and inode churn from repeated access, not file writes. That is
# most of the constant 7-8 GB/day written to cephfs-metadata, which is a size 3
# pool, so ~21-24 GB/day actually hits the drives.
@@ -23,6 +38,10 @@
# the metadata pool destroys the whole filesystem, not just the objects on one
# OSD, so the 275 GiB in cephfs-data0 rides on it. Reducing the writes at source
# is the right fix; reducing the replication is not.
#
# MIGRATION: this PVC is created EMPTY and nothing mounts it yet. The data copy
# and the deployment repoint are a separate, staged step — see
# MIGRATION-data-to-block.md. Merging this alone is inert.
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
+52
View File
@@ -0,0 +1,52 @@
# Device-facing endpoint, over TLS.
#
# This replaces the reason the cleartext LoadBalancer in device-service.yaml
# was given a hostname at all. That file claimed the firmware "would reject
# the internal CA" — but nothing here is signed by an internal CA:
# letsencrypt-cluster solves DNS-01 against the renner.uno Cloudflare zone,
# so trmnl.renner.uno already serves a public Let's Encrypt certificate
# (issuer CN=YR2) that any client with a normal CA bundle trusts. A
# LAN-only name gets the same treatment — DNS-01 never needs the host to be
# publicly reachable — so the device can speak HTTPS like everything else.
#
# The hostname moves here from the Service's external-dns annotation rather
# than being duplicated: two sources claiming trmnl-device.renner.uno would
# have external-dns flapping the record between the Traefik VIP and the
# device LB. The LoadBalancer keeps its address and stays reachable at
# http://10.2.99.89 as a nameless fallback if TLS ever turns out to be the
# thing that breaks.
#
# CONSEQUENCE, and the reason API_URI in terminus.yaml changes with this:
# Traefik's `web` entrypoint carries a global http -> websecure redirect
# (helmrelease.yaml: `to: websecure, scheme: https, permanent: true`), so
# once this name points at Traefik, http://trmnl-device.renner.uno answers
# 308 rather than serving. Whether the firmware follows that is not
# documented, so the device is provisioned with the https URL and Terminus
# hands back https image_urls to match. No mixed-scheme fetch.
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
name: terminus-device
namespace: trmnl
# No external-dns hostname annotation: external-dns-unifi runs with
# --source=ingress, so it registers the hosts in spec.rules on its own.
# Same as the terminus Ingress next door.
annotations:
cert-manager.io/cluster-issuer: letsencrypt-cluster
spec:
ingressClassName: traefik
tls:
- hosts:
- trmnl-device.renner.uno
secretName: trmnl-device-tls
rules:
- host: trmnl-device.renner.uno
http:
paths:
- path: /
pathType: Prefix
backend:
service:
name: terminus
port:
number: 80
+21 -10
View File
@@ -1,15 +1,24 @@
# Device-facing endpoint. Cleartext HTTP, deliberately.
# Cleartext fallback for the device, reachable by address only.
#
# The TRMNL firmware initiates every request and cannot be handed the
# internal CA, so terminating TLS here would simply break polling. Scope of
# the exposure: this Service is LAN-only (no public DNS label, no Cloudflare
# record), it carries no admin session — the device authenticates with its
# MAC in the `ID` header plus a per-device api_key — and the Terminus admin
# UI stays on the TLS route at trmnl.renner.uno.
# This used to be THE device endpoint, on the premise that the firmware
# "cannot be handed the internal CA". The premise was wrong: nothing here
# hands out an internal CA for these names — letsencrypt-cluster solves
# DNS-01 against the renner.uno Cloudflare zone and issues publicly-trusted
# certificates for LAN-only hosts, which is why trmnl.renner.uno has always
# served an issuer CN=YR2 certificate. The device speaks HTTPS via
# device-ingress.yaml, which now owns the trmnl-device.renner.uno name.
#
# Kept, without a hostname, because it is the one path to Terminus that
# depends on neither Traefik nor certificate renewal: http://10.2.99.89
# still serves /api/setup and /api/display. If TLS is ever what breaks the
# panel, the recovery is to type that address into the captive portal.
#
# Scope of the exposure is unchanged: LAN-only (no public DNS label, no
# Cloudflare record), no admin session — the device authenticates with its
# MAC in the `ID` header plus a per-device api_key.
#
# Same shape as home-assistant-bgp: a dedicated address on the Cilium BGP
# pool rather than a TLS-less Ingress, which would be a new pattern for this
# repo. The device is provisioned with the HOSTNAME, not the address.
# pool.
#
# The address is requested explicitly, matching every other LB service here.
# Left to allocate freely, Cilium IPAM handed out the first free address in
@@ -30,8 +39,10 @@ metadata:
labels:
app.kubernetes.io/name: terminus
lb-pool: bgp
# No external-dns hostname: device-ingress.yaml claims that name. Two
# sources claiming trmnl-device.renner.uno would flap the record between
# the Traefik VIP and this address (external-dns runs --policy=sync).
annotations:
external-dns.alpha.kubernetes.io/hostname: trmnl-device.renner.uno
lbipam.cilium.io/ips: "10.2.99.89,fd99::89"
spec:
type: LoadBalancer
+3
View File
@@ -6,6 +6,9 @@ resources:
- valkey.yaml
- terminus.yaml
- ingress.yaml
# TLS device endpoint (owns trmnl-device.renner.uno) plus the nameless
# cleartext LoadBalancer it falls back to.
- device-ingress.yaml
- device-service.yaml
# Headless HA screenshotter. Lives in this namespace because Terminus
# FETCHES rendered screens back from it (uri delivery mode), so the
+11 -5
View File
@@ -7,11 +7,17 @@ data:
TZ: "Europe/Berlin"
HANAMI_PORT: "2345"
# What the device is told to fetch from. Terminus bakes this into the
# absolute `image_url` it hands back on /api/display, so it MUST be the
# cleartext LAN name, not trmnl.renner.uno — the firmware speaks plain
# HTTP and would reject the internal CA. No trailing slash: the same
# string is typed into the captive portal at provisioning time.
API_URI: "http://trmnl-device.renner.uno"
# absolute `image_url` it hands back on /api/display, so it has to be a
# name the DEVICE can resolve and fetch — and it has to carry the same
# scheme the device polls with, or every screen fetch is a second,
# cleartext connection. No trailing slash: the same string is typed into
# the captive portal at provisioning time.
#
# https since device-ingress.yaml took over trmnl-device.renner.uno. The
# earlier value was http on the theory that the firmware would reject an
# internal CA; there is no internal CA here — letsencrypt-cluster issues
# publicly-trusted certs for LAN-only names via DNS-01.
API_URI: "https://trmnl-device.renner.uno"
KEYVALUE_URL: "redis://terminus-valkey:6379"
# Rack::Attack rate-limit bypass. Beyond upstream's RFC1918 defaults this
# adds fc00::/7, which covers the pod CIDR (fd10:244::/48), the Cilium LB
+1 -1
View File
@@ -18,7 +18,7 @@ spec:
spec:
containers:
- name: whisper
image: rhasspy/wyoming-whisper:3.7.0 # {"$imagepolicy": "flux-system:wyoming-whisper"}
image: rhasspy/wyoming-whisper:3.6.0 # {"$imagepolicy": "flux-system:wyoming-whisper"}
args:
- --model=base-int8
- --language=de
@@ -7,7 +7,7 @@ spec:
image: ghcr.io/paperless-ngx/paperless-ngx
interval: 1h
---
# Allow only patch + minor bumps within the 3.x line. A 4.0 release
# Allow only patch + minor bumps within the 2.x line. A 3.0 release
# requires manual policy widening — major upgrades typically need a
# migration plan and shouldn't land via auto-merge.
apiVersion: image.toolkit.fluxcd.io/v1
@@ -20,4 +20,4 @@ spec:
name: paperless-ngx
policy:
semver:
range: "3.x"
range: "2.x"
@@ -24,16 +24,6 @@ spec:
- ports:
- port: "8080"
protocol: TCP
# Paperless calls both models for AI suggestions and RAG embeddings. The
# matching egress grant on its side is scoped to these two pods on :8080.
- fromEndpoints:
- matchLabels:
"k8s:io.kubernetes.pod.namespace": paperless
app.kubernetes.io/name: paperless
toPorts:
- ports:
- port: "8080"
protocol: TCP
- fromEndpoints:
- matchLabels:
"k8s:io.kubernetes.pod.namespace": monitoring