diff --git a/.github/workflows/pulumi-cloud-resource-chatgpt.yml b/.github/workflows/pulumi-cloud-resource-chatgpt.yml
new file mode 100644
index 00000000..a22c35e2
--- /dev/null
+++ b/.github/workflows/pulumi-cloud-resource-chatgpt.yml
@@ -0,0 +1,67 @@
+name: setup redis 
+
+on:
+  workflow_dispatch:
+    branches: [ 'main' ]
+
+env:
+  DNS_AK: ${{ secrets.DNS_AK }}
+  DNS_SK: ${{ secrets.DNS_SK }}
+  SSH_PUBLIC_KEY: ${{ secrets.SSH_PUBLIC_KEY }}
+  SSH_PRIVATE_KEY: ${{ secrets.SSH_PRIVATE_KEY }}
+  AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY }}
+  AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_KEY }}
+  PULUMI_CONFIG_PASSPHRASE: ${{ secrets.PULUMI_PASS }}
+  PULUMI_DISABLE_CI_DETECTION: true
+  AWS_REGION: ap-east-1
+
+defaults:
+  run:
+    working-directory: ./playbook
+
+jobs:
+  redis:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: run playbook
+        shell: bash
+        run: |
+          export ANSIBLE_HOST_KEY_CHECKING=False
+
+          sudo apt install jq ansible -y
+          sudo rm -rvf /home/runner/.pulumi/
+          curl -o setup.sh https://get.pulumi.com && sh setup.sh --version 3.57.0
+
+          pulumi login s3://pulumi-aws-dev
+          pulumi stack select dev
+
+          db_server_public_ip=`pulumi stack output --json | jq '.db_server_public_ip'`
+          k3s_server_public_ip=`pulumi stack output --json | jq '.k3s_server_public_ip'`
+          
+          mkdir -pv ~/.ssh/
+          cat > ~/.ssh/id_rsa << EOF
+          ${SSH_PRIVATE_KEY}
+          EOF
+          sudo chmod 0400 ~/.ssh/id_rsa
+          md5sum ~/.ssh/id_rsa
+          
+          cat > hosts/inventory << EOF
+          [master]
+          k3s-server               ansible_host=$k3s_server_public_ip
+          
+          [node]
+          db-server                ansible_host=$db_server_public_ip
+          
+          [all:vars]
+          ansible_port=22
+          ansible_ssh_user=ubuntu
+          ansible_ssh_private_key_file=~/.ssh/id_rsa
+          ansible_host_key_checking=False
+          dns_ak=$DNS_AK
+          dns_sk=$DNS_SK
+          lb_ip=$k3s_server_public_ip
+          EOF
+          ansible-playbook -i hosts/inventory jobs/init_chatgpt -D
diff --git a/.github/workflows/pulumi-cloud-resource-create.yml b/.github/workflows/pulumi-cloud-resource-create.yml
index 530ba10c..3fcbf904 100644
--- a/.github/workflows/pulumi-cloud-resource-create.yml
+++ b/.github/workflows/pulumi-cloud-resource-create.yml
@@ -100,6 +100,6 @@ jobs:
           lb_ip=$k3s_server_public_ip
           EOF
           ansible-playbook -i hosts/inventory jobs/init_k3s_cluster -D
-          ansible-playbook -i hosts/inventory jobs/init_mysql -D
-          ansible-playbook -i hosts/inventory jobs/init_log_agent -D
-          ansible-playbook -i hosts/inventory jobs/init_clickhouse -D
+          #ansible-playbook -i hosts/inventory jobs/init_mysql -D
+          #ansible-playbook -i hosts/inventory jobs/init_log_agent -D
+          #ansible-playbook -i hosts/inventory jobs/init_clickhouse -D
diff --git a/infrastructure/__main__.py b/infrastructure/__main__.py
index a19b4491..d2f9267d 100644
--- a/infrastructure/__main__.py
+++ b/infrastructure/__main__.py
@@ -15,17 +15,17 @@ ssh_key  = config.get_env('SSH_PUBLIC_KEY')
 key_pair = aws.key_pair(resource_name="my_ssh_key", public_key=ssh_key)
 
 k3s_server = aws.ec2(
-        arch      = 'amd64',
+        arch      = 'arm64',
+        ec2_type  = 't4g.xlarge',
         ec2_name  = 'webui.onwalk.net',
-        ec2_type  = 't3.xlarge',
         key_name  = key_pair,
         subnet_id = subnets[0],
         security_group_id = sg_id
         )
 db_server = aws.ec2(
-        arch      = 'arm64',
+        arch      = 'amd64',
+        ec2_type  = 't3.small',
         ec2_name  = 'clickhouse.onwalk.net',
-        ec2_type  = 't4g.small',
         key_name  = key_pair,
         subnet_id = subnets[0],
         security_group_id = sg_id
diff --git a/playbook/jobs/init_chatgpt b/playbook/jobs/init_chatgpt
new file mode 100644
index 00000000..2e30b3d2
--- /dev/null
+++ b/playbook/jobs/init_chatgpt
@@ -0,0 +1,13 @@
+- name: set chatgpt with ec2 nodes
+  hosts: all
+  user: root
+  become: yes
+  gather_facts: yes
+  tasks:
+    - include_role:
+        name: chatgpt
+      vars:
+        group: master
+        namespace: chatgpt
+        domain: onwalk.net
+        secret: chatgpt-tls
diff --git a/playbook/roles/chatgpt/meta/main.yml b/playbook/roles/chatgpt/meta/main.yml
new file mode 100644
index 00000000..83cef7b5
--- /dev/null
+++ b/playbook/roles/chatgpt/meta/main.yml
@@ -0,0 +1,2 @@
+dependencies:
+  - role: cert-manager
diff --git a/playbook/roles/chatgpt/tasks/main.yml b/playbook/roles/chatgpt/tasks/main.yml
new file mode 100755
index 00000000..71358635
--- /dev/null
+++ b/playbook/roles/chatgpt/tasks/main.yml
@@ -0,0 +1,11 @@
+- name: Prep NameSpace
+  shell: "kubectl create namespace chatgpt || echo true"
+
+- name: sync clickhouse deploy yaml
+  template: src=templates/{{ item }}  dest=/tmp/{{ item }} owner=root group=root mode=0644 force=yes unsafe_writes=yes
+  with_items:
+    - chat-with-gpt.yaml
+
+- name: Setup ChatGPT Server
+  shell: "kubectl apply -f /tmp/chat-with-gpt.yaml"
+  when: inventory_hostname in groups[group]
diff --git a/playbook/roles/chatgpt/templates/.gitignore b/playbook/roles/chatgpt/templates/.gitignore
new file mode 100644
index 00000000..a194b200
--- /dev/null
+++ b/playbook/roles/chatgpt/templates/.gitignore
@@ -0,0 +1,2 @@
+/clickhouse-keeper-k8s.iml
+/.idea/
diff --git a/playbook/roles/chatgpt/templates/chat-with-gpt.yaml b/playbook/roles/chatgpt/templates/chat-with-gpt.yaml
new file mode 100644
index 00000000..43c843f7
--- /dev/null
+++ b/playbook/roles/chatgpt/templates/chat-with-gpt.yaml
@@ -0,0 +1,99 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations:
+    meta.helm.sh/release-name: chatgpt
+    meta.helm.sh/release-namespace: chatgpt
+  labels:
+    app.kubernetes.io/name: chargpt
+    app.kubernetes.io/version: 0.2.0
+    app.kubernetes.io/instance: chatgpt
+  name: chatgpt
+  namespace: chatgpt
+spec:
+  internalTrafficPolicy: Cluster
+  ipFamilies:
+  - IPv4
+  ipFamilyPolicy: SingleStack
+  ports:
+  - name: http
+    port: 3000
+    protocol: TCP
+    targetPort: http
+  selector:
+    app.kubernetes.io/name: chatgpt
+    app.kubernetes.io/instance: chatgpt
+  sessionAffinity: None
+  type: ClusterIP
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  labels:
+    app.kubernetes.io/instance: chatgpt
+    app.kubernetes.io/name: chatgpt
+  name: chatgpt
+  namespace: chatgpt
+spec:
+  progressDeadlineSeconds: 600
+  replicas: 1
+  revisionHistoryLimit: 10
+  selector:
+    matchLabels:
+      app.kubernetes.io/name: chatgpt
+      app.kubernetes.io/instance: chatgpt
+  strategy:
+    rollingUpdate:
+      maxSurge: 25%
+      maxUnavailable: 25%
+    type: RollingUpdate
+  template:
+    metadata:
+      creationTimestamp: null
+      labels:
+        app.kubernetes.io/instance: mirrors
+        app.kubernetes.io/name: nginx
+    spec:
+      containers:
+      - image: nginx:latest
+        imagePullPolicy: Always
+        name: nginx
+        ports:
+        - containerPort: 3000
+          name: http
+          protocol: TCP
+        resources: {}
+        securityContext: {}
+        terminationMessagePath: /dev/termination-log
+        terminationMessagePolicy: File
+      dnsPolicy: ClusterFirst
+      restartPolicy: Always
+      schedulerName: default-scheduler
+      securityContext: {}
+      terminationGracePeriodSeconds: 30
+---
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  labels:
+    app.kubernetes.io/instance: chatgpt
+    app.kubernetes.io/name: chatgpt
+  name: chatgpt
+  namespace: chatgpt
+spec:
+  ingressClassName: nginx
+  rules:
+  - host: chatgpt.onwalk.net
+    http:
+      paths:
+      - backend:
+          service:
+            name: chatgpt
+            port:
+              number: 3000
+        path: /
+        pathType: ImplementationSpecific
+  tls:
+  - hosts:
+    - chatgpt.onwalk.net
+    secretName: chatgpt-tls