diff --git a/charts/jupyterlab/Chart.yaml b/charts/jupyterlab/Chart.yaml
new file mode 100644
index 0000000..2fa3b1a
--- /dev/null
+++ b/charts/jupyterlab/Chart.yaml
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+apiVersion: v2
+name: jupyterlab
+appVersion: "jupyter/datascience-notebook:python-3.9.6"
+version: "0.1.0"
+description: jupyterlab data science notebook
+home: https://github.com/curie-data-factory/helm-charts/tree/master/charts/jupyterlab
+icon: https://jupyter.org/assets/homepage/main-logo.svg
+sources:
+  - https://jupyter.org/
+maintainers:
+  - name: armandleopold
+    email: armand.leopold@curie.fr
+kubeVersion: ">= 1.14.0-0"
+keywords:
+  - jupyter
+  - lab
+  - datascience
+annotations:
+  artifacthub.io/images: |
+    - name: jupyter
+      image: jupyter/datascience-notebook:python-3.9.6
diff --git a/charts/jupyterlab/README.md b/charts/jupyterlab/README.md
new file mode 100644
index 0000000..f84a9ca
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+++ b/charts/jupyterlab/README.md
@@ -0,0 +1,28 @@
+# Jupyterlab
+
+Helm chart pour le déploiement des jupyterlab dans l'environnement data-process-jupyter
+
+# Detect Secrets
+
+[Detect Secrets](https://github.com/Yelp/detect-secrets) permet d'éviter de commit des secrets dans les répos.
+
+Il y a 3 commandes à executer pour utiliser l'outil : 
+
+1. `detect-secrets scan --all-files  . > .secrets.baseline`
+
+Cette commande est à executer côté client pour scanner les répo et générer un fichier de baseline.
+
+2. `detect-secrets audit .secrets.baseline`
+
+Egalement côté client executer cette commande pour check les mots de passes potentiels. 
+
+**Attention** : Il faut nécéssairement répondre aux questions : 
+
+> Is this a secret that should be committed to this repository? (y)es, (n)o, (s)kip, (b)ack, (q)uit:
+
+afin de pouvoir passer à l'étape suivante, marquez tous les mots de passe trouvé en définissant si ils peuvent être commit ou non, cela aura une importance dans le passage cd la ci/cd.
+
+3. `git ls-files -z | xargs -0 detect-secrets-hook --baseline .secrets.baseline`
+
+Cette commande est executé côté gitlab, elle récupère le fichier `.secrets.baseline` et recheck de répo courant, si il y a des nouveaux mots de passe non marqués ou qu'ils n'ont pas été autorisés à être commits, la ci/cd renverra une erreur.
+
diff --git a/charts/jupyterlab/templates/ingress.yaml b/charts/jupyterlab/templates/ingress.yaml
new file mode 100644
index 0000000..387c111
--- /dev/null
+++ b/charts/jupyterlab/templates/ingress.yaml
@@ -0,0 +1,33 @@
+{{- if .Values.ingress.enabled -}}
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  labels:
+    app: "{{ .Release.Name }}"
+    chart: "{{ .Chart.Name }}-{{ .Chart.Version }}"
+    heritage: {{ .Release.Service }}
+    release: {{ .Release.Name }}
+  name: "{{ .Release.Name }}-ingress"
+  annotations:
+    nginx.ingress.kubernetes.io/client_max_body_size: 10000m
+    nginx.ingress.kubernetes.io/proxy-body-size: 10000m
+    {{- range $key, $value := .Values.ingress.annotations }}
+      {{ $key }}: {{ $value | quote }}
+    {{- end }}
+spec:
+  rules:
+    - host: "{{ .Values.ingress.url }}"
+      http:
+        paths:
+          - path: "/{{ .Values.user }}"
+            pathType: Prefix
+            backend:
+              service:
+                name: "{{ .Release.Name }}-service"
+                port:
+                  name: {{ .Values.service.targetPort }}{{ .Values.service.protocol | lower }}
+  {{- if .Values.ingress.tls }}
+  tls:
+{{ toYaml .Values.ingress.tls | indent 4 }}
+  {{- end -}}
+{{- end -}}
diff --git a/charts/jupyterlab/templates/service.yaml b/charts/jupyterlab/templates/service.yaml
new file mode 100644
index 0000000..df041df
--- /dev/null
+++ b/charts/jupyterlab/templates/service.yaml
@@ -0,0 +1,19 @@
+apiVersion: v1
+kind: Service
+metadata:
+  labels:
+    app: "{{ .Release.Name }}"
+    chart: "{{ .Chart.Name }}-{{ .Chart.Version }}"
+    heritage: {{ .Release.Service }}
+    release: {{ .Release.Name }}
+  name: "{{ .Release.Name }}-service"
+spec:
+  type: {{ .Values.service.type }}
+  ports:
+    - name: {{ .Values.service.targetPort }}{{ .Values.service.protocol | lower }}
+      port: {{ .Values.service.targetPort }}
+      protocol: {{ .Values.service.protocol }}
+      targetPort: {{ .Values.service.targetPort }}
+  selector:
+    app: "{{ .Release.Name }}"
+    release: {{ .Release.Name }}
diff --git a/charts/jupyterlab/templates/statefulset.yaml b/charts/jupyterlab/templates/statefulset.yaml
new file mode 100644
index 0000000..cb7ed31
--- /dev/null
+++ b/charts/jupyterlab/templates/statefulset.yaml
@@ -0,0 +1,83 @@
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  labels:
+    app: {{ .Release.Name }}-jupyter-{{ .Values.user }}
+    chart: "{{ .Chart.Name }}-{{ .Chart.Version }}"
+    heritage: {{ .Release.Service }}
+    release: {{ .Release.Name }}
+  name: "{{ .Release.Name }}"
+  namespace: {{ .Release.Namespace }}
+spec:
+  serviceName: "{{ .Release.Name }}"
+  replicas: {{ .Values.replicaCount }}
+  selector:
+    matchLabels:
+      app: "{{ .Release.Name }}"
+      release: {{ .Release.Name }}
+  template:
+    metadata:
+      labels:
+        app: "{{ .Release.Name }}"
+        release: {{ .Release.Name }}
+        app.kubernetes.io/name: {{ .Values.user }}
+        app.kubernetes.io/instance: {{ .Release.Name }}
+        rollme: {{ randAlphaNum 5 | quote }}
+    spec:
+      containers:
+      - env:
+        {{- if .Values.gpu.enabled }}
+        - name: CUDA_VISIBLE_DEVICES
+          value: 0,1
+        - name: LD_LIBRARY_PATH
+          value: /usr/local/cuda/extras/CUPTI/lib64:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64
+        - name: NVIDIA_DRIVER_CAPABILITIES
+          value: all
+        - name: NVIDIA_VISIBLE_DEVICES
+          value: all
+        {{- end }}
+        image: {{ .Values.image.repository }}:{{ .Values.user }}
+        imagePullPolicy: {{ .Values.image.pullPolicy }}
+        name: {{ .Release.Name }}-jupyter-{{ .Values.user }}
+        {{- if .Values.gpu.enabled }}
+        resources:
+          limits:
+            nvidia.com/gpu: "1"
+          requests:
+            nvidia.com/gpu: "1"
+        args:
+        - bash
+        - -c
+        - 'source /etc/bash.bashrc && cp -r /tf/.ssh /tf 2>/dev/null || : && jupyter lab --notebook-dir=/tf --ip 0.0.0.0 --no-browser --allow-root 
+          --allow-root'
+        {{- else }}
+        args:
+        - /bin/bash
+        - -c
+        - 'cp -r /home/jovyan/work/.ssh /home/jovyan/ 2>/dev/null || : && jupyter lab --notebook-dir=/home/jovyan/work --ip 0.0.0.0 --no-browser --allow-root'
+        {{- end }}
+        ports:
+        - containerPort: {{ .Values.service.targetPort }}
+          name: {{ .Values.service.targetPort }}{{ .Values.service.protocol | lower }}
+          protocol: {{ .Values.service.protocol }}
+        resources:
+          requests:
+            cpu: "1"
+            memory: 1000Mi
+        {{- if .Values.resources.enabled }}          
+          limits:
+            cpu: "{{ .Values.resources.cpu }}"
+            memory: {{ .Values.resources.memory }}
+        {{- end }}            
+        volumeMounts:
+        {{- if .Values.gpu.enabled }}
+        - mountPath: "/tf"
+          name: "{{ .Release.Name }}-{{ .Values.user }}-data"
+        {{- else }}
+        - mountPath: {{ .Values.persistence.mountPath }}
+          name: "{{ .Release.Name }}-{{ .Values.user }}-data"
+        {{- end }}
+      volumes:
+      - name: "{{ .Release.Name }}-{{ .Values.user }}-data"
+        persistentVolumeClaim:
+          claimName: "{{ .Release.Name }}-{{ .Values.user }}-data"
diff --git a/charts/jupyterlab/templates/volume.yaml b/charts/jupyterlab/templates/volume.yaml
new file mode 100644
index 0000000..67b977a
--- /dev/null
+++ b/charts/jupyterlab/templates/volume.yaml
@@ -0,0 +1,32 @@
+{{- if and .Values.persistence.enabled (not .Values.persistence.existingClaim) }}
+kind: PersistentVolumeClaim
+apiVersion: v1
+metadata:
+  name: "{{ .Release.Name }}-{{ .Values.user }}-data"
+  namespace: {{ .Release.Namespace }}
+{{- with .Values.persistence.annotations  }}
+  annotations:
+{{ toYaml . | indent 4 }}
+{{- end }}
+  labels:
+    app: "{{ .Release.Name }}"
+    chart: "{{ .Chart.Name }}-{{ .Chart.Version }}"
+    release: "{{ .Release.Name }}"
+    heritage: "{{ .Release.Service }}"
+{{- if .Values.persistence.replicas }}
+    storageos.com/replicas: "{{ .Values.persistence.replicas }}"
+{{- end }}
+spec:
+  accessModes:
+    - {{ .Values.persistence.accessMode | quote }}
+  resources:
+    requests:
+      storage: {{ .Values.persistence.size | quote }}
+{{- if .Values.persistence.storageClass }}
+{{- if (eq "-" .Values.persistence.storageClass) }}
+  storageClassName: ""
+{{- else }}
+  storageClassName: "{{ .Values.persistence.storageClass }}"
+{{- end }}
+{{- end }}
+{{- end }}
diff --git a/charts/jupyterlab/values.yaml b/charts/jupyterlab/values.yaml
new file mode 100644
index 0000000..08d70e6
--- /dev/null
+++ b/charts/jupyterlab/values.yaml
@@ -0,0 +1,41 @@
+# Replica count for script runner & website
+replicaCount: 1
+
+user: master
+
+gpu:
+  enabled: false
+
+resources:
+  enabled: true
+  cpu: 20
+  memory: 25000Mi
+
+# Images
+image:
+  repository: jupyter/datascience-notebook:python-3.9.6
+  pullPolicy: IfNotPresent
+
+# Service discovery for Website
+service:
+  type: ClusterIP
+  targetPort: 8888
+  protocol: TCP
+
+# Load Balancer
+ingress:
+  enabled: true
+  url: jupyter-data.compagny.net
+  tls:
+  - hosts:
+    - jupyter-data.compagny.net
+    secretName: jupyter-data
+
+## Persist data to a persistent volume
+persistence:
+  enabled: true
+  size: 30Gi
+  storageClass: storageos-ssd-ext4
+  accessMode: "ReadWriteOnce"
+  replicas: "1"
+  mountPath: /home/jovyan/work