fleet-memory/helm/hindsight/templates/tei-embedding-deployment.yaml
Anton Evseev 43f9a8bec2
feat(helm): TEI reranker and embedding as separate Deployments (#333)
Refactor TEI from sidecar (PR #333) to standalone Deployment+Service
pairs for independent scaling. Adds embedding support alongside reranker.

- New tei-reranker-deployment.yaml and tei-reranker-service.yaml
- New tei-embedding-deployment.yaml and tei-embedding-service.yaml
- Auto-inject RERANKER/EMBEDDINGS provider and URL env vars on API pod
- Config restructured under tei.reranker.* and tei.embedding.* in values
- Both disabled by default, opt-in via tei.reranker.enabled / tei.embedding.enabled

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-11 10:39:41 +01:00

76 lines
2.4 KiB
YAML

{{- if .Values.tei.embedding.enabled }}
apiVersion: apps/v1
kind: Deployment
metadata:
name: {{ include "hindsight.fullname" . }}-tei-embedding
labels:
{{- include "hindsight.tei.embedding.labels" . | nindent 4 }}
spec:
replicas: {{ .Values.tei.embedding.replicaCount }}
selector:
matchLabels:
{{- include "hindsight.tei.embedding.selectorLabels" . | nindent 6 }}
template:
metadata:
{{- with .Values.podAnnotations }}
annotations:
{{- toYaml . | nindent 8 }}
{{- end }}
labels:
{{- include "hindsight.tei.embedding.selectorLabels" . | nindent 8 }}
spec:
{{- if .Values.serviceAccount.create }}
serviceAccountName: {{ include "hindsight.serviceAccountName" . }}
{{- end }}
securityContext:
{{- toYaml .Values.podSecurityContext | nindent 8 }}
containers:
- name: tei-embedding
securityContext:
{{- toYaml .Values.securityContext | nindent 10 }}
image: "{{ .Values.tei.embedding.image.repository }}:{{ .Values.tei.embedding.image.tag }}"
imagePullPolicy: {{ .Values.tei.embedding.image.pullPolicy }}
args:
- "--model-id"
- {{ .Values.tei.embedding.model | quote }}
- "--hostname"
- "0.0.0.0"
{{- range .Values.tei.embedding.args }}
- {{ . | quote }}
{{- end }}
ports:
- name: http
containerPort: {{ .Values.tei.embedding.port }}
protocol: TCP
env:
- name: PORT
value: {{ .Values.tei.embedding.port | quote }}
{{- range $key, $value := .Values.tei.embedding.env }}
- name: {{ $key }}
value: {{ $value | quote }}
{{- end }}
livenessProbe:
{{- toYaml .Values.tei.embedding.livenessProbe | nindent 10 }}
readinessProbe:
{{- toYaml .Values.tei.embedding.readinessProbe | nindent 10 }}
resources:
{{- toYaml .Values.tei.embedding.resources | nindent 10 }}
volumeMounts:
- name: model-cache
mountPath: /data
volumes:
- name: model-cache
emptyDir: {}
{{- with .Values.nodeSelector }}
nodeSelector:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- with .Values.affinity }}
affinity:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- with .Values.tolerations }}
tolerations:
{{- toYaml . | nindent 8 }}
{{- end }}
{{- end }}