diff --git a/charts/quantum-serverless/Chart.lock b/charts/quantum-serverless/Chart.lock
index a15713b4e..2f0a5e6f8 100644
--- a/charts/quantum-serverless/Chart.lock
+++ b/charts/quantum-serverless/Chart.lock
@@ -2,9 +2,6 @@ dependencies:
 - name: gateway
   repository: ""
   version: 0.8.2
-- name: jupyter
-  repository: ""
-  version: 0.8.2
 - name: nginx-ingress-controller
   repository: https://charts.bitnami.com/bitnami
   version: 9.9.4
@@ -17,5 +14,5 @@ dependencies:
 - name: repository
   repository: ""
   version: 0.8.2
-digest: sha256:7098fcf09532c0f5452b9ae5b93c2d844347065cc01ecf5927be3e2662072c74
-generated: "2024-01-05T15:55:50.700792989Z"
+digest: sha256:184a618f36afdd71889b109c5742f3c041daa597a992f7a928d4ade6c439d88d
+generated: "2024-01-24T13:22:13.904429-05:00"
diff --git a/charts/quantum-serverless/Chart.yaml b/charts/quantum-serverless/Chart.yaml
index 6886cc1fa..971f930b8 100644
--- a/charts/quantum-serverless/Chart.yaml
+++ b/charts/quantum-serverless/Chart.yaml
@@ -11,9 +11,6 @@ dependencies:
   - name: gateway
     condition: gatewayEnable
     version: 0.8.2
-  - name: jupyter
-    condition: jupyterEnable
-    version: 0.8.2
   - name: nginx-ingress-controller
     condition: nginxIngressControllerEnable
     version: 9.9.4
diff --git a/charts/quantum-serverless/README.md b/charts/quantum-serverless/README.md
index 2b89c7425..dd5f641cc 100644
--- a/charts/quantum-serverless/README.md
+++ b/charts/quantum-serverless/README.md
@@ -34,22 +34,10 @@ The Quantum Serverless Chart has several internal and external dependencies. If
 
 **Nginx Ingress controller**
 
-For our Nginx Ingress controller dependency we are using the configuration created by Bitnami. To simplify the configuration we offered you with a straigh-forward initial parameters setup. 
+For our Nginx Ingress controller dependency we are using the configuration created by Bitnami. To simplify the configuration we offered you with a straigh-forward initial parameters setup.
 But if you are interested in more complex configurations you have access to all the parameters that Bitnami added in the chart specified in their READMEs:
 * [Nginx Ingress controller's README](https://artifacthub.io/packages/helm/bitnami/nginx-ingress-controller)
 
-**Jupyter notebook**
-
-| Name                      | Description                                                       |
-|---------------------------|-------------------------------------------------------------------|
-| jupyterEnable             | Specify if helm will execute the jupyter configuration.           |
-| jupyter.jupyterToken      | Password for jupyter notebook.                                    |
-| jupyter.image             | Docker image configuration to deploy the notebook.                |
-| jupyter.imagePullSecrets  | Secrets to pull the image from a private registry.                |
-| jupyter.container.port    | Port number that the pod will use in the cluster.                 |
-| jupyter.service.port      | Port number that service will be exposed externally.              |
-| jupyter.ingress.enabled   | Specifies if you are going to use ingress to expose the service.  |
-
 **Kuberay operator**
 
 For our KubeRay Chart dependency we are using the configuration created by the Ray Project. To simplify the configuration we offered you with a straigh-forward initial parameters setup. But if you are interested in more complex configurations you have access to their Helm project [in GitHub](https://github.com/ray-project/kuberay-helm) to analyze the different variables:
diff --git a/charts/quantum-serverless/charts/jupyter/.helmignore b/charts/quantum-serverless/charts/jupyter/.helmignore
deleted file mode 100644
index 0e8a0eb36..000000000
--- a/charts/quantum-serverless/charts/jupyter/.helmignore
+++ /dev/null
@@ -1,23 +0,0 @@
-# Patterns to ignore when building packages.
-# This supports shell glob matching, relative path matching, and
-# negation (prefixed with !). Only one pattern per line.
-.DS_Store
-# Common VCS dirs
-.git/
-.gitignore
-.bzr/
-.bzrignore
-.hg/
-.hgignore
-.svn/
-# Common backup files
-*.swp
-*.bak
-*.tmp
-*.orig
-*~
-# Various IDEs
-.project
-.idea/
-*.tmproj
-.vscode/
diff --git a/charts/quantum-serverless/charts/jupyter/Chart.yaml b/charts/quantum-serverless/charts/jupyter/Chart.yaml
deleted file mode 100644
index a73a95fa6..000000000
--- a/charts/quantum-serverless/charts/jupyter/Chart.yaml
+++ /dev/null
@@ -1,24 +0,0 @@
-apiVersion: v2
-name: jupyter
-description: Jupyter helm chart to deploy a jupyter in Kubernetes.
-
-# A chart can be either an 'application' or a 'library' chart.
-#
-# Application charts are a collection of templates that can be packaged into versioned archives
-# to be deployed.
-#
-# Library charts provide useful utilities or functions for the chart developer. They're included as
-# a dependency of application charts to inject those utilities and functions into the rendering
-# pipeline. Library charts do not define any templates and therefore cannot be deployed.
-type: application
-
-# This is the chart version. This version number should be incremented each time you make changes
-# to the chart and its templates, including the app version.
-# Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 0.8.2
-
-# This is the version number of the application being deployed. This version number should be
-# incremented each time you make changes to the application. Versions are not expected to
-# follow Semantic Versioning. They should reflect the version the application is using.
-# It is recommended to use it with quotes.
-appVersion: "0.8.2"
diff --git a/charts/quantum-serverless/charts/jupyter/templates/NOTES.txt b/charts/quantum-serverless/charts/jupyter/templates/NOTES.txt
deleted file mode 100644
index d96ccc1a2..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/NOTES.txt
+++ /dev/null
@@ -1,22 +0,0 @@
-1. Get the application URL by running these commands:
-{{- if .Values.ingress.enabled }}
-{{- range $host := .Values.ingress.hosts }}
-  {{- range .paths }}
-  http{{ if $.Values.ingress.tls }}s{{ end }}://{{ $host.host }}{{ .path }}
-  {{- end }}
-{{- end }}
-{{- else if contains "NodePort" .Values.service.type }}
-  export NODE_PORT=$(kubectl get --namespace {{ .Release.Namespace }} -o jsonpath="{.spec.ports[0].nodePort}" services {{ include "jupyter.fullname" . }})
-  export NODE_IP=$(kubectl get nodes --namespace {{ .Release.Namespace }} -o jsonpath="{.items[0].status.addresses[0].address}")
-  echo http://$NODE_IP:$NODE_PORT
-{{- else if contains "LoadBalancer" .Values.service.type }}
-     NOTE: It may take a few minutes for the LoadBalancer IP to be available.
-           You can watch the status of by running 'kubectl get --namespace {{ .Release.Namespace }} svc -w {{ include "jupyter.fullname" . }}'
-  export SERVICE_IP=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ include "jupyter.fullname" . }} --template "{{"{{ range (index .status.loadBalancer.ingress 0) }}{{.}}{{ end }}"}}")
-  echo http://$SERVICE_IP:{{ .Values.service.port }}
-{{- else if contains "ClusterIP" .Values.service.type }}
-  export POD_NAME=$(kubectl get pods --namespace {{ .Release.Namespace }} -l "app.kubernetes.io/name={{ include "jupyter.name" . }},app.kubernetes.io/instance={{ .Release.Name }}" -o jsonpath="{.items[0].metadata.name}")
-  export CONTAINER_PORT=$(kubectl get pod --namespace {{ .Release.Namespace }} $POD_NAME -o jsonpath="{.spec.containers[0].ports[0].containerPort}")
-  echo "Visit http://127.0.0.1:8080 to use your application"
-  kubectl --namespace {{ .Release.Namespace }} port-forward $POD_NAME 8080:$CONTAINER_PORT
-{{- end }}
diff --git a/charts/quantum-serverless/charts/jupyter/templates/_helpers.tpl b/charts/quantum-serverless/charts/jupyter/templates/_helpers.tpl
deleted file mode 100644
index 665f0f6b8..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/_helpers.tpl
+++ /dev/null
@@ -1,62 +0,0 @@
-{{/*
-Expand the name of the chart.
-*/}}
-{{- define "jupyter.name" -}}
-{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
-{{- end }}
-
-{{/*
-Create a default fully qualified app name.
-We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
-If release name contains chart name it will be used as a full name.
-*/}}
-{{- define "jupyter.fullname" -}}
-{{- if .Values.fullnameOverride }}
-{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
-{{- else }}
-{{- $name := default .Chart.Name .Values.nameOverride }}
-{{- if contains $name .Release.Name }}
-{{- .Release.Name | trunc 63 | trimSuffix "-" }}
-{{- else }}
-{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }}
-{{- end }}
-{{- end }}
-{{- end }}
-
-{{/*
-Create chart name and version as used by the chart label.
-*/}}
-{{- define "jupyter.chart" -}}
-{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
-{{- end }}
-
-{{/*
-Common labels
-*/}}
-{{- define "jupyter.labels" -}}
-helm.sh/chart: {{ include "jupyter.chart" . }}
-{{ include "jupyter.selectorLabels" . }}
-{{- if .Chart.AppVersion }}
-app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
-{{- end }}
-app.kubernetes.io/managed-by: {{ .Release.Service }}
-{{- end }}
-
-{{/*
-Selector labels
-*/}}
-{{- define "jupyter.selectorLabels" -}}
-app.kubernetes.io/name: {{ include "jupyter.name" . }}
-app.kubernetes.io/instance: {{ .Release.Name }}
-{{- end }}
-
-{{/*
-Create the name of the service account to use
-*/}}
-{{- define "jupyter.serviceAccountName" -}}
-{{- if .Values.serviceAccount.create }}
-{{- default (include "jupyter.fullname" .) .Values.serviceAccount.name }}
-{{- else }}
-{{- default "default" .Values.serviceAccount.name }}
-{{- end }}
-{{- end }}
diff --git a/charts/quantum-serverless/charts/jupyter/templates/deployment.yaml b/charts/quantum-serverless/charts/jupyter/templates/deployment.yaml
deleted file mode 100644
index 6eed7fcff..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/deployment.yaml
+++ /dev/null
@@ -1,66 +0,0 @@
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: {{ include "jupyter.fullname" . }}
-  labels:
-    {{- include "jupyter.labels" . | nindent 4 }}
-spec:
-  {{- if not .Values.autoscaling.enabled }}
-  replicas: {{ .Values.replicaCount }}
-  {{- end }}
-  selector:
-    matchLabels:
-      {{- include "jupyter.selectorLabels" . | nindent 6 }}
-  template:
-    metadata:
-      {{- with .Values.podAnnotations }}
-      annotations:
-        {{- toYaml . | nindent 8 }}
-      {{- end }}
-      labels:
-        {{- include "jupyter.selectorLabels" . | nindent 8 }}
-    spec:
-      {{- with .Values.imagePullSecrets }}
-      imagePullSecrets:
-        {{- toYaml . | nindent 8 }}
-      {{- end }}
-      serviceAccountName: {{ include "jupyter.serviceAccountName" . }}
-      securityContext:
-        {{- toYaml .Values.podSecurityContext | nindent 8 }}
-      containers:
-        - name: {{ .Chart.Name }}
-          securityContext:
-            {{- toYaml .Values.securityContext | nindent 12 }}
-          image: "{{ .Values.image.repository }}:{{ .Values.image.tag | default .Chart.AppVersion }}"
-          imagePullPolicy: {{ .Values.image.pullPolicy }}
-          ports:
-            - name: http
-              containerPort: {{ .Values.container.port }}
-              protocol: TCP
-          resources:
-            {{- toYaml .Values.resources | nindent 12 }}
-          env:
-            - name: JUPYTER_TOKEN
-              value: {{ .Values.jupyterToken | quote }}
-            - name: QS_CLUSTER_MANAGER_ADDRESS
-              value: "http://{{ .Release.Name }}-manager:{{ .Values.managerPort }}"
-            - name: GATEWAY_HOST
-              value: {{ .Values.gatewayHost }}
-            - name: OTEL_ENABLED
-              value: {{ .Values.openTelemetryCollector.enabled | quote }}
-            - name: OTEL_EXPORTER_OTLP_TRACES_ENDPOINT
-              value: {{ .Values.openTelemetryCollector.host }}:{{ .Values.openTelemetryCollector.port }}
-            - name: OTEL_EXPORTER_OTLP_TRACES_INSECURE
-              value: {{ .Values.openTelemetryCollector.insecure | quote }}
-      {{- with .Values.nodeSelector }}
-      nodeSelector:
-        {{- toYaml . | nindent 8 }}
-      {{- end }}
-      {{- with .Values.affinity }}
-      affinity:
-        {{- toYaml . | nindent 8 }}
-      {{- end }}
-      {{- with .Values.tolerations }}
-      tolerations:
-        {{- toYaml . | nindent 8 }}
-      {{- end }}
diff --git a/charts/quantum-serverless/charts/jupyter/templates/hpa.yaml b/charts/quantum-serverless/charts/jupyter/templates/hpa.yaml
deleted file mode 100644
index 80ffd3bf3..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/hpa.yaml
+++ /dev/null
@@ -1,28 +0,0 @@
-{{- if .Values.autoscaling.enabled }}
-apiVersion: autoscaling/v2beta1
-kind: HorizontalPodAutoscaler
-metadata:
-  name: {{ include "jupyter.fullname" . }}
-  labels:
-    {{- include "jupyter.labels" . | nindent 4 }}
-spec:
-  scaleTargetRef:
-    apiVersion: apps/v1
-    kind: Deployment
-    name: {{ include "jupyter.fullname" . }}
-  minReplicas: {{ .Values.autoscaling.minReplicas }}
-  maxReplicas: {{ .Values.autoscaling.maxReplicas }}
-  metrics:
-    {{- if .Values.autoscaling.targetCPUUtilizationPercentage }}
-    - type: Resource
-      resource:
-        name: cpu
-        targetAverageUtilization: {{ .Values.autoscaling.targetCPUUtilizationPercentage }}
-    {{- end }}
-    {{- if .Values.autoscaling.targetMemoryUtilizationPercentage }}
-    - type: Resource
-      resource:
-        name: memory
-        targetAverageUtilization: {{ .Values.autoscaling.targetMemoryUtilizationPercentage }}
-    {{- end }}
-{{- end }}
diff --git a/charts/quantum-serverless/charts/jupyter/templates/ingress.yaml b/charts/quantum-serverless/charts/jupyter/templates/ingress.yaml
deleted file mode 100644
index 9277037bf..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/ingress.yaml
+++ /dev/null
@@ -1,65 +0,0 @@
-{{- if .Values.ingress.enabled -}}
-{{- $fullName := include "jupyter.fullname" . -}}
-{{- $svcPort := .Values.service.port -}}
-{{- if and .Values.ingress.className (not (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion)) }}
-  {{- if not (hasKey .Values.ingress.annotations "kubernetes.io/ingress.class") }}
-  {{- $_ := set .Values.ingress.annotations "kubernetes.io/ingress.class" .Values.ingress.className}}
-  {{- end }}
-{{- end }}
-{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}}
-apiVersion: networking.k8s.io/v1
-{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}}
-apiVersion: networking.k8s.io/v1beta1
-{{- else -}}
-apiVersion: extensions/v1beta1
-{{- end }}
-kind: Ingress
-metadata:
-  name: {{ $fullName }}
-  labels:
-    {{- include "jupyter.labels" . | nindent 4 }}
-  {{- with .Values.ingress.annotations }}
-  annotations:
-    {{- toYaml . | nindent 4 }}
-  {{- end }}
-status:
-  loadBalancer:
-    ingress:
-    - hostname: {{ .Values.ingress.loadBalancer.hostname }}
-spec:
-  {{- if and .Values.ingress.className (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion) }}
-  ingressClassName: {{ .Values.ingress.className }}
-  {{- end }}
-  {{- if .Values.ingress.tls }}
-  tls:
-    {{- range .Values.ingress.tls }}
-    - hosts:
-        {{- range .hosts }}
-        - {{ . | quote }}
-        {{- end }}
-      secretName: {{ .secretName }}
-    {{- end }}
-  {{- end }}
-  rules:
-    {{- range .Values.ingress.hosts }}
-    - host: {{ .host | quote }}
-      http:
-        paths:
-          {{- range .paths }}
-          - path: {{ .path }}
-            {{- if and .pathType (semverCompare ">=1.18-0" $.Capabilities.KubeVersion.GitVersion) }}
-            pathType: {{ .pathType }}
-            {{- end }}
-            backend:
-              {{- if semverCompare ">=1.19-0" $.Capabilities.KubeVersion.GitVersion }}
-              service:
-                name: {{ $fullName }}
-                port:
-                  number: {{ $svcPort }}
-              {{- else }}
-              serviceName: {{ $fullName }}
-              servicePort: {{ $svcPort }}
-              {{- end }}
-          {{- end }}
-    {{- end }}
-{{- end }}
diff --git a/charts/quantum-serverless/charts/jupyter/templates/service.yaml b/charts/quantum-serverless/charts/jupyter/templates/service.yaml
deleted file mode 100644
index ecf2869c3..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/service.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-apiVersion: v1
-kind: Service
-metadata:
-  name: {{ include "jupyter.fullname" . }}
-  labels:
-    {{- include "jupyter.labels" . | nindent 4 }}
-spec:
-  type: {{ .Values.service.type }} # ClusterIP
-  ports:
-    - protocol: TCP
-      targetPort: {{ .Values.container.port }}
-      port: {{ .Values.service.port }}
-      name: http
-  selector:
-    {{- include "jupyter.selectorLabels" . | nindent 4 }}
diff --git a/charts/quantum-serverless/charts/jupyter/templates/serviceaccount.yaml b/charts/quantum-serverless/charts/jupyter/templates/serviceaccount.yaml
deleted file mode 100644
index 0a76d6ef2..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/serviceaccount.yaml
+++ /dev/null
@@ -1,12 +0,0 @@
-{{- if .Values.serviceAccount.create -}}
-apiVersion: v1
-kind: ServiceAccount
-metadata:
-  name: {{ include "jupyter.serviceAccountName" . }}
-  labels:
-    {{- include "jupyter.labels" . | nindent 4 }}
-  {{- with .Values.serviceAccount.annotations }}
-  annotations:
-    {{- toYaml . | nindent 4 }}
-  {{- end }}
-{{- end }}
diff --git a/charts/quantum-serverless/charts/jupyter/templates/tests/test-connection.yaml b/charts/quantum-serverless/charts/jupyter/templates/tests/test-connection.yaml
deleted file mode 100644
index 7c22fa304..000000000
--- a/charts/quantum-serverless/charts/jupyter/templates/tests/test-connection.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-apiVersion: v1
-kind: Pod
-metadata:
-  name: "{{ include "jupyter.fullname" . }}-test-connection"
-  labels:
-    {{- include "jupyter.labels" . | nindent 4 }}
-  annotations:
-    "helm.sh/hook": test
-spec:
-  containers:
-    - name: wget
-      image: busybox
-      command: ['wget']
-      args: ['{{ include "jupyter.fullname" . }}:{{ .Values.service.port }}']
-  restartPolicy: Never
diff --git a/charts/quantum-serverless/charts/jupyter/values.yaml b/charts/quantum-serverless/charts/jupyter/values.yaml
deleted file mode 100644
index d0e03e509..000000000
--- a/charts/quantum-serverless/charts/jupyter/values.yaml
+++ /dev/null
@@ -1,96 +0,0 @@
-# Default values for jupyter.
-# This is a YAML-formatted file.
-# Declare variables to be passed into your templates.
-
-jupyterToken: "123"
-managerHost: ""
-managerPort: 5000
-gatewayHost: http://gateway:8000
-
-replicaCount: 1
-
-image:
-  repository: "<JUPYTER_NOTEBOOK_IMAGE>"
-  pullPolicy: IfNotPresent
-  # Overrides the image tag whose default is the chart appVersion.
-  tag: "latest-py39"
-
-container:
-  port: 8888
-
-imagePullSecrets: []
-nameOverride: ""
-fullnameOverride: ""
-
-openTelemetryCollector:
-  enabled: 0
-  port: 4317
-  host: "http://otel-collector"
-  insecure: 0
-
-serviceAccount:
-  # Specifies whether a service account should be created
-  create: false
-  # Annotations to add to the service account
-  annotations: {}
-  # The name of the service account to use.
-  # If not set and create is true, a name is generated using the fullname template
-  name: ""
-
-podAnnotations: {}
-
-podSecurityContext: {}
-  # fsGroup: 2000
-
-securityContext: {}
-  # capabilities:
-  #   drop:
-  #   - ALL
-  # readOnlyRootFilesystem: true
-  # runAsNonRoot: true
-  # runAsUser: 1000
-
-service:
-  type: ClusterIP
-  port: 80
-
-ingress:
-  enabled: false
-  className: ""
-  annotations: {}
-    # kubernetes.io/ingress.class: nginx
-    # kubernetes.io/tls-acme: "true"
-  hosts:
-    - host: localhost
-      paths:
-        - path: /
-          pathType: Prefix
-  tls: []
-  #  - secretName: chart-example-tls
-  #    hosts:
-  #      - chart-example.local
-
-resources: {}
-  # We usually recommend not to specify default resources and to leave this as a conscious
-  # choice for the user. This also increases chances charts run on environments with little
-  # resources, such as Minikube. If you do want to specify resources, uncomment the following
-  # lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  # limits:
-  #   cpu: 100m
-  #   memory: 128Mi
-  # requests:
-  #   cpu: 100m
-  #   memory: 128Mi
-
-autoscaling:
-  enabled: false
-  minReplicas: 1
-  maxReplicas: 100
-  targetCPUUtilizationPercentage: 80
-  # targetMemoryUtilizationPercentage: 80
-
-nodeSelector: {}
-
-tolerations: []
-
-affinity: {}
diff --git a/charts/quantum-serverless/values.yaml b/charts/quantum-serverless/values.yaml
index 578416f14..ead7d5d02 100644
--- a/charts/quantum-serverless/values.yaml
+++ b/charts/quantum-serverless/values.yaml
@@ -96,26 +96,6 @@ gateway:
         password: passw0rd
         email: admin@examplemail.io
 
-# ===================
-# Jupyter configs
-# ===================
-
-jupyterEnable: false
-jupyter:
-  nameOverride: "jupyter"
-  fullnameOverride: "jupyter"
-
-  jupyterToken: "YOUR_JUPYTER_PASSWORD_HERE"
-
-  image:
-    repository: "icr.io/quantum-public/quantum-serverless-notebook"
-    tag: "0.8.2-py39"
-    pullPolicy: IfNotPresent
-  container:
-    port: 8888
-  service:
-    port: 80
-
 # ===================
 # Kuberay Operator
 # ===================