diff --git a/charts/llms/.helmignore b/charts/llms/.helmignore
deleted file mode 100644
index 0e8a0eb36..000000000
--- a/charts/llms/.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/llms/Chart.yaml b/charts/llms/Chart.yaml
deleted file mode 100644
index f0308fa97..000000000
--- a/charts/llms/Chart.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-apiVersion: v2
-name: llms
-description: A Helm chart(KubeBB Component) for Arcadia LLM Services
-maintainers:
-  - name: Lanture1064
-  - name: bjwswang
-
-# 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: 0.1.2
-
-# 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: "0.2.18"
diff --git a/charts/llms/templates/deployment.yaml b/charts/llms/templates/deployment.yaml
deleted file mode 100644
index 5b1f7ce41..000000000
--- a/charts/llms/templates/deployment.yaml
+++ /dev/null
@@ -1,26 +0,0 @@
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: fschat
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      app: fschat
-  template:
-    metadata:
-      labels:
-        app: fschat
-    spec:
-      containers:
-        - name: fschat-controller
-          image: {{ .Values.image.repository }}:{{ .Values.image.tag }}
-          command: ["python3", "-m", "fastchat.serve.controller", "--host", "0.0.0.0"]
-          ports:
-            - containerPort: 21001
-
-        - name: fschat-api
-          image: {{ .Values.image.repository }}:{{ .Values.image.tag }}
-          command: ["python3", "-m", "fastchat.serve.openai_api_server", "--host", "0.0.0.0", "--controller-address", "http://fastchat-controller:21001"]
-          ports:
-            - containerPort: 8000
diff --git a/charts/llms/templates/ingress.yaml b/charts/llms/templates/ingress.yaml
deleted file mode 100644
index f91b82521..000000000
--- a/charts/llms/templates/ingress.yaml
+++ /dev/null
@@ -1,58 +0,0 @@
-{{- if .Values.ingress.enabled -}}
-
-{{- if semverCompare "<1.19" .Capabilities.KubeVersion.GitVersion -}}
-apiVersion: extensions/v1beta1
-{{- else if semverCompare "<1.22" .Capabilities.KubeVersion.GitVersion -}}
-apiVersion: networking.k8s.io/v1beta1
-{{- else -}}
-apiVersion: networking.k8s.io/v1
-{{- end }}
-kind: Ingress
-metadata:
-  name: {{ .Release.Name }}-{{ .Chart.Name }}
-  namespace: {{ .Release.Namespace | quote }}
-  labels:
-    app: {{ .Chart.Name }}
-    release: {{ .Release.Name }}
-{{- with .Values.ingress.labels }}
-{{ toYaml . | indent 4 }}
-{{- end }}
-
-{{- with .Values.ingress.annotations }}
-  annotations:
-{{ toYaml . | indent 4 }}
-{{- end }}
-spec:
-{{- if .Values.ingress.ingressClassName }}
-  ingressClassName: {{ .Values.ingress.ingressClassName }}
-{{- end }}
-
-{{- if .Values.ingress.tls }}
-  tls:
-  {{- range .Values.ingress.tls }}
-    - hosts:
-      {{- range .hosts }}
-        - {{ . | quote }}
-      {{- end }}
-      secretName: {{ .secretName }}
-  {{- end }}
-{{- end }}
-  rules:
-  - host: {{ .Values.ingress.hosts }}
-    http:
-      paths:
-        - path: {{ .Values.ingress.path.controllerPath }}
-          pathType: Prefix
-          backend:
-            service:
-              name: {{ .Values.controllerService.name }}
-              port:
-                number: {{ .Values.controllerService.port }}
-        - path: {{ .Values.ingress.path.apiServerPath }}
-          pathType: Prefix
-          backend:
-            service:
-              name: {{ .Values.apiService.name }}
-              port:
-                number: {{ .Values.apiService.port }}
-{{- end }}
diff --git a/charts/llms/templates/service.yaml b/charts/llms/templates/service.yaml
deleted file mode 100644
index a15ab183e..000000000
--- a/charts/llms/templates/service.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-apiVersion: v1
-kind: Service
-metadata:
-  name: fschat-service
-spec:
-  type: NodePort
-  selector:
-    app: fschat
-  ports:
-    - name: {{ .Values.controllerService.name}}
-      port: 21001
-      targetPort: 21001
-    - name: {{ .Values.apiService.name }}
-      port: 8000
-      targetPort: 8000
\ No newline at end of file
diff --git a/charts/llms/values.yaml b/charts/llms/values.yaml
deleted file mode 100644
index da62c2e3d..000000000
--- a/charts/llms/values.yaml
+++ /dev/null
@@ -1,85 +0,0 @@
-# Default values for llms.
-# This is a YAML-formatted file.
-# Declare variables to be passed into your templates.
-
-## Provide a name to substitute for the full names of resources
-##
-fullnameOverride: ""
-
-## Set default image, imageTag, and imagePullPolicy
-##
-
-image:
-  repository: kubebb/arcadia-llms
-  tag: latest
-  pullPolicy: IfNotPresent
-
-imagePullSecrets: []
-
-## Additional labels to include with deployment or statefulset
-additionalLabels: {}
-
-## Additional annotations to include with deployment or statefulset
-additionalAnnotations: {}
-
-## Typically the deployment/statefulset includes checksums of secrets/config,
-## So that when these change on a subsequent helm install, the deployment/statefulset
-## is restarted. This can result in unnecessary restarts under GitOps tooling such as
-## flux, so set to "true" to disable this behaviour.
-ignoreChartChecksums: false
-
-## Update strategy for Deployments
-DeploymentUpdate:
-  type: RollingUpdate
-  maxUnavailable: 0
-  maxSurge: 100%
-
-## Update strategy for StatefulSets
-StatefulSetUpdate:
-  updateStrategy: RollingUpdate
-
-## Pod priority settings
-## ref: https://kubernetes.io/docs/concepts/configuration/pod-priority-preemption/
-##
-priorityClassName: ""
-
-## Pod runtime class name
-## ref https://kubernetes.io/docs/concepts/containers/runtime-class/
-##
-runtimeClassName: ""
-
-## Replicas of the deployment
-##
-replicaCount: 1
-
-## Info of the services
-##
-controllerService:
-  type: NodePort
-  name: controller
-  port: 21001
-  targetPort: 21001
-
-apiService:
-  type: NodePort
-  name: api-server
-  port: 8000
-  targetPort: 8000
-
-## Ingress settings
-##
-ingress:
-  enabled: true
-  ingressClassName: "portal-ingress"
-  labels: {}
-  # node-role.kubernetes.io/ingress: platform
-
-  annotations: {}
-  path:
-    controllerPath: /controller
-    apiServerPath: /api
-  hosts: fschat.server.local
-  tls: []
-  #  - secretName: chart-example-tls
-  #    hosts:
-  #      - chart-example.local