chore: init monorepo snapshot
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liaibo
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# Patterns to ignore when building packages.
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# This supports shell glob matching, relative path matching, and
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# negation (prefixed with !). Only one pattern per line.
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.DS_Store
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# Common VCS dirs
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.git/
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.gitignore
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.bzr/
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.bzrignore
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.hg/
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.hgignore
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.svn/
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# Common backup files
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*.swp
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*.bak
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*.tmp
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*.orig
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*~
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# Various IDEs
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.project
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.idea/
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*.tmproj
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.vscode/
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apiVersion: v2
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name: lightrag
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description: A Helm chart for LightRAG, an efficient and lightweight RAG system
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type: application
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version: 0.1.1
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appVersion: "1.0.0"
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maintainers:
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- name: LightRAG Team
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- name: earayu
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email: earayu@gmail.com
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===========================================
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LightRAG has been successfully deployed!
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===========================================
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View application logs:
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kubectl logs -f --namespace {{ .Release.Namespace }} deploy/{{ include "lightrag.fullname" . }}
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===========================================
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Access the application:
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{{- if contains "NodePort" .Values.service.type }}
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Run these commands to get access information:
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-----------------------------------------
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export NODE_PORT=$(kubectl get --namespace {{ .Release.Namespace }} -o jsonpath="{.spec.ports[0].nodePort}" services {{ include "lightrag.fullname" . }})
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export NODE_IP=$(kubectl get nodes --namespace {{ .Release.Namespace }} -o jsonpath="{.items[0].status.addresses[0].address}")
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echo "LightRAG is accessible at: http://$NODE_IP:$NODE_PORT"
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-----------------------------------------
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{{- else if contains "LoadBalancer" .Values.service.type }}
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Run these commands to get access information (external IP may take a minute to assign):
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-----------------------------------------
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export SERVICE_IP=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ include "lightrag.fullname" . }} --template "{{ "{{ range (index .status.loadBalancer.ingress 0) }}{{ . }}{{ end }}" }}")
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echo "LightRAG is accessible at: http://$SERVICE_IP:{{ .Values.service.port }}"
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-----------------------------------------
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If SERVICE_IP is empty, retry the command or check service status with:
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kubectl get svc --namespace {{ .Release.Namespace }} {{ include "lightrag.fullname" . }}
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{{- else if contains "ClusterIP" .Values.service.type }}
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For development environments, to access LightRAG from your local machine:
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1. Run this port-forward command in your terminal:
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kubectl --namespace {{ .Release.Namespace }} port-forward svc/{{ include "lightrag.fullname" . }} {{ .Values.service.port }}:{{ .Values.env.PORT }}
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2. While the command is running, open your browser and navigate to:
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http://localhost:{{ .Values.service.port }}
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Note: To stop port-forwarding, press Ctrl+C in the terminal.
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{{- end }}
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===========================================
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{{/*
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Application name
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*/}}
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{{- define "lightrag.name" -}}
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{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
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{{- end }}
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{{/*
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Full application name
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*/}}
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{{- define "lightrag.fullname" -}}
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{{- default .Release.Name .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
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{{- end }}
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{{/*
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Common labels
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*/}}
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{{- define "lightrag.labels" -}}
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app.kubernetes.io/name: {{ include "lightrag.name" . }}
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app.kubernetes.io/instance: {{ .Release.Name }}
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app.kubernetes.io/managed-by: {{ .Release.Service }}
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{{- end }}
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{{/*
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Selector labels
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*/}}
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{{- define "lightrag.selectorLabels" -}}
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app.kubernetes.io/name: {{ include "lightrag.name" . }}
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app.kubernetes.io/instance: {{ .Release.Name }}
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{{- end }}
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{{/*
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.env file content
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*/}}
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{{- define "lightrag.envContent" -}}
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{{- $first := true -}}
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{{- range $key, $val := .Values.env -}}
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{{- if not $first -}}{{- "\n" -}}{{- end -}}
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{{- $first = false -}}
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{{ $key }}={{ $val }}
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{{- end -}}
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{{- end -}}
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: {{ include "lightrag.fullname" . }}
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labels:
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{{- include "lightrag.labels" . | nindent 4 }}
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spec:
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replicas: {{ .Values.replicaCount }}
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selector:
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matchLabels:
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{{- include "lightrag.selectorLabels" . | nindent 6 }}
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template:
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metadata:
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annotations:
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checksum/config: {{ include "lightrag.envContent" . | sha256sum }}
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labels:
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{{- include "lightrag.selectorLabels" . | nindent 8 }}
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spec:
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containers:
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- name: {{ .Chart.Name }}
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image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}"
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imagePullPolicy: IfNotPresent
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ports:
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- name: http
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containerPort: {{ .Values.env.PORT }}
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protocol: TCP
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readinessProbe:
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httpGet:
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path: /health
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port: http
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initialDelaySeconds: 10
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periodSeconds: 5
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timeoutSeconds: 2
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successThreshold: 1
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failureThreshold: 3
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resources:
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{{- toYaml .Values.resources | nindent 12 }}
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volumeMounts:
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- name: rag-storage
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mountPath: /app/data/rag_storage
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- name: inputs
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mountPath: /app/data/inputs
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- name: env-file
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mountPath: /app/.env
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subPath: .env
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{{- $envFrom := default (dict) .Values.envFrom }}
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{{- $envFromEntries := list }}
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{{- range (default (list) (index $envFrom "secrets")) }}
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{{- $envFromEntries = append $envFromEntries (dict "secretRef" (dict "name" .name)) }}
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{{- end }}
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{{- range (default (list) (index $envFrom "configmaps")) }}
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{{- $envFromEntries = append $envFromEntries (dict "configMapRef" (dict "name" .name)) }}
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{{- end }}
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{{- if gt (len $envFromEntries) 0 }}
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envFrom:
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{{- toYaml $envFromEntries | nindent 12 }}
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{{- end }}
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{{- with .Values.image.imagePullSecrets }}
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imagePullSecrets:
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{{- toYaml . | nindent 8 }}
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{{- end }}
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volumes:
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- name: env-file
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secret:
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secretName: {{ include "lightrag.fullname" . }}-env
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{{- if .Values.persistence.enabled }}
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- name: rag-storage
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persistentVolumeClaim:
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claimName: {{ include "lightrag.fullname" . }}-rag-storage
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- name: inputs
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persistentVolumeClaim:
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claimName: {{ include "lightrag.fullname" . }}-inputs
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{{- else }}
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- name: rag-storage
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emptyDir: {}
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- name: inputs
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emptyDir: {}
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{{- end }}
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strategy:
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{{- toYaml .Values.updateStrategy | nindent 4 }}
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{{- if .Values.persistence.enabled }}
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---
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apiVersion: v1
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kind: PersistentVolumeClaim
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metadata:
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name: {{ include "lightrag.fullname" . }}-rag-storage
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labels:
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{{- include "lightrag.labels" . | nindent 4 }}
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spec:
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accessModes:
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- ReadWriteOnce
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resources:
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requests:
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storage: {{ .Values.persistence.ragStorage.size }}
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---
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apiVersion: v1
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kind: PersistentVolumeClaim
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metadata:
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name: {{ include "lightrag.fullname" . }}-inputs
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labels:
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{{- include "lightrag.labels" . | nindent 4 }}
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spec:
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accessModes:
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- ReadWriteOnce
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resources:
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requests:
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storage: {{ .Values.persistence.inputs.size }}
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{{- end }}
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@@ -0,0 +1,10 @@
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apiVersion: v1
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kind: Secret
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metadata:
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name: {{ include "lightrag.fullname" . }}-env
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labels:
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{{- include "lightrag.labels" . | nindent 4 }}
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type: Opaque
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stringData:
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.env: |-
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{{- include "lightrag.envContent" . | nindent 4 }}
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@@ -0,0 +1,15 @@
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apiVersion: v1
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kind: Service
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metadata:
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name: {{ include "lightrag.fullname" . }}
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labels:
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{{- include "lightrag.labels" . | nindent 4 }}
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spec:
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type: {{ .Values.service.type }}
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ports:
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- port: {{ .Values.service.port }}
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targetPort: {{ .Values.env.PORT }}
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protocol: TCP
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name: http
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selector:
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{{- include "lightrag.selectorLabels" . | nindent 4 }}
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replicaCount: 1
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image:
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repository: ghcr.io/hkuds/lightrag
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tag: latest
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# Optionally specify imagePullSecrets if your image is in a private registry
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# example:
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# imagePullSecrets:
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# - name: my-registry-secret
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imagePullSecrets: []
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# Specify a deployment strategy
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# example:
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# updateStrategy:
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# type: RollingUpdate
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# rollingUpdate:
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# maxUnavailable: 25%
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# maxSurge: 25%
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# Default for now should be Recreate as any RollingUpdate will cause issues with
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# multiple instances trying to access the same persistent storage if not using RWX volumes.
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updateStrategy:
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type: Recreate
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service:
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type: ClusterIP
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port: 9621
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resources:
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limits:
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cpu: 1000m
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memory: 2Gi
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requests:
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cpu: 500m
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memory: 1Gi
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persistence:
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enabled: true
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ragStorage:
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size: 10Gi
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inputs:
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size: 5Gi
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# Allow specifying additional environment variables from ConfigMaps or Secrets created outside of this chart
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envFrom:
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configmaps: []
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# - name: my-shiny-configmap-1
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secrets: []
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# - name: my-shiny-secret-1
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env:
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HOST: 0.0.0.0
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PORT: 9621
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WEBUI_TITLE: Graph RAG Engine
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WEBUI_DESCRIPTION: Simple and Fast Graph Based RAG System
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LLM_BINDING: openai
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LLM_MODEL: gpt-4o-mini
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LLM_BINDING_HOST:
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LLM_BINDING_API_KEY:
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EMBEDDING_BINDING: openai
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EMBEDDING_MODEL: text-embedding-ada-002
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EMBEDDING_DIM: 1536
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EMBEDDING_BINDING_API_KEY:
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LIGHTRAG_KV_STORAGE: PGKVStorage
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LIGHTRAG_VECTOR_STORAGE: PGVectorStorage
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# LIGHTRAG_KV_STORAGE: RedisKVStorage
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# LIGHTRAG_VECTOR_STORAGE: QdrantVectorDBStorage
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LIGHTRAG_GRAPH_STORAGE: Neo4JStorage
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LIGHTRAG_DOC_STATUS_STORAGE: PGDocStatusStorage
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# Replace with your POSTGRES credentials
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POSTGRES_HOST: pg-cluster-postgresql-postgresql
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POSTGRES_PORT: 5432
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POSTGRES_USER: postgres
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POSTGRES_PASSWORD:
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POSTGRES_DATABASE: postgres
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POSTGRES_WORKSPACE: default
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# Replace with your NEO4J credentials
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NEO4J_URI: neo4j://neo4j-cluster-neo4j:7687
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NEO4J_USERNAME: neo4j
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NEO4J_PASSWORD:
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# Replace with your Qdrant credentials
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QDRANT_URL: http://qdrant-cluster-qdrant-qdrant:6333
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# REDIS_URI: redis://default:${REDIS_PASSWORD}@redis-cluster-redis-redis:6379
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