diff --git a/.github/workflows/chart-release.yaml b/.github/workflows/chart-release.yaml
new file mode 100644
index 00000000000..3415b4afd7e
--- /dev/null
+++ b/.github/workflows/chart-release.yaml
@@ -0,0 +1,88 @@
+name: Publish Helm Charts
+
+on:
+  workflow_dispatch:
+    inputs:
+      version:
+        description: 'Chart version to publish (e.g., 1.3.0)'
+        required: true
+        type: string
+      username:
+        description: 'Docker Hub username'
+        required: true
+        type: string
+      token:
+        description: 'Publish Docker token'
+        required: true
+        type: string
+      docker_repo_name:
+        description: 'Docker repository name (default is apache)'
+        required: false
+        default: 'apache'
+        type: string
+      charts:
+        description: 'Charts to publish (comma-separated: gravitino,iceberg,lance or "all")'
+        required: false
+        default: 'all'
+        type: string
+
+jobs:
+  publish-helm-charts:
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    env:
+      input_token: ${{ github.event.inputs.token }}
+      secrets_token: ${{ secrets.PUBLISH_DOCKER_TOKEN }}
+      DOCKER_REPO: registry-1.docker.io/${{ github.event.inputs.docker_repo_name }}
+    steps:
+      - name: Check publish Docker token
+        run: |
+          if [[ "${secrets_token}" != "${input_token}" ]]; then
+            echo "You have entered an incorrect token. Please re-enter it."
+            exit 1
+          fi
+
+      - uses: actions/checkout@v4
+
+      - name: Set up Helm
+        uses: azure/setup-helm@v4.3.0
+
+      - name: Login to Docker Hub
+        run: |
+          echo "${{ secrets.DOCKER_REPOSITORY_PASSWORD }}" | helm registry login registry-1.docker.io -u ${{ github.event.inputs.username }} --password-stdin
+
+      - name: Determine charts to publish
+        id: charts
+        run: |
+          INPUT_CHARTS="${{ github.event.inputs.charts }}"
+          if [[ "${INPUT_CHARTS}" == "all" ]]; then
+            echo "charts=gravitino,iceberg,lance" >> $GITHUB_OUTPUT
+          else
+            echo "charts=${INPUT_CHARTS}" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Package and publish Gravitino chart
+        if: contains(steps.charts.outputs.charts, 'gravitino')
+        run: |
+          cd dev/charts/gravitino
+          helm dependency update
+          helm package . --version ${{ github.event.inputs.version }}
+          helm push gravitino-helm-${{ github.event.inputs.version }}.tgz oci://${DOCKER_REPO}
+
+      - name: Package and publish Gravitino Iceberg REST Server chart
+        if: contains(steps.charts.outputs.charts, 'iceberg')
+        run: |
+          cd dev/charts/gravitino-iceberg-rest-server
+          helm package . --version ${{ github.event.inputs.version }}
+          helm push gravitino-iceberg-rest-server-helm-${{ github.event.inputs.version }}.tgz oci://${DOCKER_REPO}
+
+      - name: Package and publish Gravitino Lance REST Server chart
+        if: contains(steps.charts.outputs.charts, 'lance')
+        run: |
+          cd dev/charts/gravitino-lance-rest-server
+          helm package . --version ${{ github.event.inputs.version }}
+          helm push gravitino-lance-rest-server-helm-${{ github.event.inputs.version }}.tgz oci://${DOCKER_REPO}
+
+      - name: Logout from Docker Hub
+        if: always()
+        run: helm registry logout registry-1.docker.io
diff --git a/dev/charts/gravitino-iceberg-rest-server/Chart.yaml b/dev/charts/gravitino-iceberg-rest-server/Chart.yaml
index f0072072290..d99c5aea855 100644
--- a/dev/charts/gravitino-iceberg-rest-server/Chart.yaml
+++ b/dev/charts/gravitino-iceberg-rest-server/Chart.yaml
@@ -18,7 +18,7 @@
 #
 
 apiVersion: v2
-name: gravitino-iceberg-rest-server
+name: gravitino-iceberg-rest-server-helm
 description: Apache Gravitino's REST catalog server delivers unified metadata management via RESTful APIs, supporting HDFS/S3/OSS storage backends, Spark/Flink/Trino engines, federated metadata, access control, and Iceberg REST spec compatibility.
 
 home: https://gravitino.apache.org
@@ -31,6 +31,7 @@ keywords:
 
 annotations:
   licenses: Apache-2.0
+  artifacthub.io/prerelease: "false"
 kubeVersion: '>=1.29.0-0'
 maintainers:
   - name: Gravitino
diff --git a/dev/charts/gravitino-iceberg-rest-server/README.md b/dev/charts/gravitino-iceberg-rest-server/README.md
new file mode 100644
index 00000000000..635b8e96f57
--- /dev/null
+++ b/dev/charts/gravitino-iceberg-rest-server/README.md
@@ -0,0 +1,33 @@
+# Apache Gravitino Iceberg REST Catalog Server Helm Chart
+
+This Helm chart deploys Apache Gravitino Iceberg REST Catalog Server on Kubernetes with customizable configurations.
+
+## Quick Start
+
+```bash
+# Install from OCI registry
+helm install gravitino-iceberg oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION> -n gravitino --create-namespace
+
+# Or pull the chart first
+helm pull oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION>
+```
+
+## Documentation
+
+For detailed installation instructions, configuration options, and usage examples, please refer to:
+
+📖 [Complete Iceberg REST Catalog Server Documentation](https://github.com/apache/gravitino/blob/main/docs/iceberg-rest-catalog-chart.md)
+
+## Quick Links
+
+- [Prerequisites](https://github.com/apache/gravitino/blob/main/docs/iceberg-rest-catalog-chart.md#prerequisites)
+- [Installation](https://github.com/apache/gravitino/blob/main/docs/iceberg-rest-catalog-chart.md#installation)
+- [Configuration](https://github.com/apache/gravitino/blob/main/docs/iceberg-rest-catalog-chart.md#view-chart-values)
+- [Deploy with Custom Configuration](https://github.com/apache/gravitino/blob/main/docs/iceberg-rest-catalog-chart.md#deploy-with-custom-configuration)
+- [Uninstall](https://github.com/apache/gravitino/blob/main/docs/iceberg-rest-catalog-chart.md#uninstall-helm-chart)
+
+## Support
+
+- GitHub Issues: https://github.com/apache/gravitino/issues
+- Documentation: https://gravitino.apache.org
+- Community: dev@gravitino.apache.org
diff --git a/dev/charts/gravitino-iceberg-rest-server/artifacthub-repo.yml b/dev/charts/gravitino-iceberg-rest-server/artifacthub-repo.yml
new file mode 100644
index 00000000000..5b3da3b186c
--- /dev/null
+++ b/dev/charts/gravitino-iceberg-rest-server/artifacthub-repo.yml
@@ -0,0 +1,24 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#  http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+# Artifact Hub repository metadata file
+# https://github.com/artifacthub/hub/blob/master/docs/metadata/artifacthub-repo.yml
+repositoryID: 61bb03ae-cc61-48dc-9a0a-a845411d764b
+owners:
+  - name: Apache Gravitino
+    email: dev@gravitino.apache.org
diff --git a/dev/charts/gravitino-lance-rest-server/Chart.yaml b/dev/charts/gravitino-lance-rest-server/Chart.yaml
index 2c721948863..d63e6f10c3e 100644
--- a/dev/charts/gravitino-lance-rest-server/Chart.yaml
+++ b/dev/charts/gravitino-lance-rest-server/Chart.yaml
@@ -18,7 +18,7 @@
 #
 
 apiVersion: v2
-name: gravitino-lance-rest-server
+name: gravitino-lance-rest-server-helm
 description: Apache Gravitino's Lance REST server provides high-performance columnar data management via RESTful APIs, supporting HDFS/S3/OSS/Azure/GCS storage backends, and Lance format compatibility for analytical workloads.
 
 home: https://gravitino.apache.org
@@ -33,6 +33,7 @@ keywords:
 
 annotations:
   licenses: Apache-2.0
+  artifacthub.io/prerelease: "false"
 kubeVersion: '>=1.29.0-0'
 maintainers:
   - name: Gravitino
diff --git a/dev/charts/gravitino-lance-rest-server/README.md b/dev/charts/gravitino-lance-rest-server/README.md
new file mode 100644
index 00000000000..b68e9ef8e94
--- /dev/null
+++ b/dev/charts/gravitino-lance-rest-server/README.md
@@ -0,0 +1,43 @@
+# Apache Gravitino Lance REST Server Helm Chart
+
+This Helm chart deploys Apache Gravitino Lance REST Server on Kubernetes with customizable configurations.
+
+## Quick Start
+
+```bash
+# Install from OCI registry
+helm install gravitino-lance oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION> \
+  -n gravitino --create-namespace \
+  --set lanceRest.gravitinoUri=http://gravitino:8090 \
+  --set lanceRest.gravitinoMetalake=your-metalake
+
+# Or pull the chart first
+helm pull oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION>
+```
+
+## Documentation
+
+For detailed installation instructions, configuration options, and usage examples, please refer to:
+
+📖 [Complete Lance REST Server Documentation](https://github.com/apache/gravitino/blob/main/docs/lance-rest-server-chart.md)
+
+## Quick Links
+
+- [Prerequisites](https://github.com/apache/gravitino/blob/main/docs/lance-rest-server-chart.md#prerequisites)
+- [Installation](https://github.com/apache/gravitino/blob/main/docs/lance-rest-server-chart.md#installation)
+- [Configuration](https://github.com/apache/gravitino/blob/main/docs/lance-rest-server-chart.md#view-chart-values)
+- [Gravitino Backend Configuration](https://github.com/apache/gravitino/blob/main/docs/lance-rest-server-chart.md#configuration-notes)
+- [Uninstall](https://github.com/apache/gravitino/blob/main/docs/lance-rest-server-chart.md#uninstall-helm-chart)
+
+## Important Notes
+
+The Lance REST Server requires a running Gravitino instance. Make sure to:
+1. Deploy Gravitino first or have an existing Gravitino server
+2. Configure `lanceRest.gravitinoUri` to point to your Gravitino server
+3. Create a metalake in Gravitino and set `lanceRest.gravitinoMetalake`
+
+## Support
+
+- GitHub Issues: https://github.com/apache/gravitino/issues
+- Documentation: https://gravitino.apache.org
+- Community: dev@gravitino.apache.org
diff --git a/dev/charts/gravitino-lance-rest-server/artifacthub-repo.yml b/dev/charts/gravitino-lance-rest-server/artifacthub-repo.yml
new file mode 100644
index 00000000000..af64f4bc10e
--- /dev/null
+++ b/dev/charts/gravitino-lance-rest-server/artifacthub-repo.yml
@@ -0,0 +1,24 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#  http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+# Artifact Hub repository metadata file
+# https://github.com/artifacthub/hub/blob/master/docs/metadata/artifacthub-repo.yml
+repositoryID: 38ada415-6427-4e41-a633-e2f1cd5b9425
+owners:
+  - name: Apache Gravitino
+    email: dev@gravitino.apache.org
diff --git a/dev/charts/gravitino/Chart.yaml b/dev/charts/gravitino/Chart.yaml
index 898fe339750..a79d1e90f4d 100644
--- a/dev/charts/gravitino/Chart.yaml
+++ b/dev/charts/gravitino/Chart.yaml
@@ -20,8 +20,14 @@ apiVersion: v2
 appVersion: 1.3.0-SNAPSHOT
 description: Apache Gravitino is a high-performance, geo-distributed, and federated metadata lake. It manages the metadata directly in different sources, types, and regions. It also provides users with unified metadata access for data and AI assets.
 home: https://gravitino.apache.org
+icon: https://gravitino.apache.org/img/apache-gravitino.svg
+keywords:
+  - gravitino
+  - metadata
+  - catalog
 annotations:
   licenses: Apache-2.0
+  artifacthub.io/prerelease: "false"
 dependencies:
   - name: common
     repository: https://charts.bitnami.com/bitnami
@@ -36,12 +42,12 @@ dependencies:
     name: postgresql
     repository: https://charts.bitnami.com/bitnami
     version: 15.4.2
-kubeVersion: '>=1.28.0-0'
+kubeVersion: '>=1.29.0-0'
 maintainers:
   - name: Gravitino
     email: dev@gravitino.apache.org
     url: https://gravitino.apache.org
-name: gravitino
+name: gravitino-helm
 sources:
   - https://github.com/apache/gravitino
 version: 1.3.0
diff --git a/dev/charts/gravitino/README.md b/dev/charts/gravitino/README.md
new file mode 100644
index 00000000000..c2ec0a708a4
--- /dev/null
+++ b/dev/charts/gravitino/README.md
@@ -0,0 +1,33 @@
+# Apache Gravitino Helm Chart
+
+This Helm chart deploys Apache Gravitino on Kubernetes with customizable configurations.
+
+## Quick Start
+
+```bash
+# Install from OCI registry
+helm install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> -n gravitino --create-namespace
+
+# Or pull the chart first
+helm pull oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION>
+```
+
+## Documentation
+
+For detailed installation instructions, configuration options, and usage examples, please refer to:
+
+📖 [Complete Helm Chart Documentation](https://github.com/apache/gravitino/blob/main/docs/chart.md)
+
+## Quick Links
+
+- [Prerequisites](https://github.com/apache/gravitino/blob/main/docs/chart.md#prerequisites)
+- [Installation](https://github.com/apache/gravitino/blob/main/docs/chart.md#installation)
+- [Configuration](https://github.com/apache/gravitino/blob/main/docs/chart.md#view-chart-values)
+- [Deploy with MySQL](https://github.com/apache/gravitino/blob/main/docs/chart.md#deploying-gravitino-with-mysql-as-the-storage-backend)
+- [Uninstall](https://github.com/apache/gravitino/blob/main/docs/chart.md#uninstall-helm-chart)
+
+## Support
+
+- GitHub Issues: https://github.com/apache/gravitino/issues
+- Documentation: https://gravitino.apache.org
+- Community: dev@gravitino.apache.org
diff --git a/dev/charts/gravitino/artifacthub-repo.yml b/dev/charts/gravitino/artifacthub-repo.yml
new file mode 100644
index 00000000000..acf33c43c1a
--- /dev/null
+++ b/dev/charts/gravitino/artifacthub-repo.yml
@@ -0,0 +1,24 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#  http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+# Artifact Hub repository metadata file
+# https://github.com/artifacthub/hub/blob/master/docs/metadata/artifacthub-repo.yml
+repositoryID: c63e9297-5e41-4c6b-a199-39446ab5b3a4
+owners:
+  - name: Apache Gravitino
+    email: dev@gravitino.apache.org
diff --git a/docs/chart.md b/docs/chart.md
index b74bbd3c5b4..3cbeaf56365 100644
--- a/docs/chart.md
+++ b/docs/chart.md
@@ -14,37 +14,42 @@ This Helm chart deploys Apache Gravitino on Kubernetes with customizable configu
 - Kubernetes 1.29+
 - Helm 3+
 
-## Update Chart Dependency
+## Installation
 
-The Gravitino Helm chart has not yet been released to the helm registry.
-To proceed, please clone the repository, navigate to the chart directory `/path/to/gravitino/dev/charts`, and execute the Helm dependency update command.
+Pull the chart from Docker Hub OCI registry:
 
 ```console
-helm dependency update [CHART]
+helm pull oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION>
 ```
 
-## View Chart values
+Or install directly:
+
+```console
+helm upgrade --install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> -n gravitino --create-namespace
+```
+
+## View Chart Values
 
 You can customize values.yaml parameters to override chart default settings. Additionally, Gravitino configurations in gravitino.conf can be modified through Helm values.yaml.
 
 To display the default values of the Gravitino chart, run:
 
 ```console
-helm show values [CHART]
+helm show values oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION>
 ```
 
 ## Install Helm Chart
 
 ```console
-helm install [RELEASE_NAME] [CHART] [flags]
+helm upgrade --install [RELEASE_NAME] oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> [flags]
 ```
 
 ### Deploy with Default Configuration
 
-Run the following command to deploy Gravitino using the default settings, specify container image versions using --set image.tag=x.y.z (replace x, y, z with the expected version numbers):
+Run the following command to deploy Gravitino using the default settings:
 
 ```console
-helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace --set image.tag=<x.y.z>
+helm upgrade --install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> -n gravitino --create-namespace
 ```
 
 ### Deploy with Custom Configuration
@@ -52,25 +57,26 @@ helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace --s
 To customize the deployment, use the --set flag to override specific values:
 
 ```console
-helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace \
+helm upgrade --install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> \
+  -n gravitino --create-namespace \
   --set key1=val1,key2=val2,...
 ```
 
 Alternatively, you can provide a custom values.yaml file:
 
 ```console
-helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace -f /path/to/chart/resources/scenarios/ci-values.yaml
+helm upgrade --install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> \
+  -n gravitino --create-namespace \
+  -f /path/to/values.yaml
 ```
 
-_Note: \
-/path/to/chart/resources/scenarios/ci-values.yaml is an example scenario to deploy._
-
 ### Deploying Gravitino with MySQL as the Storage Backend
 
 To deploy both Gravitino and MySQL, where MySQL is used as the storage backend, enable the built-in MySQL instance:
 
 ```console
-helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace \
+helm upgrade --install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> \
+  -n gravitino --create-namespace \
   --set mysql.enabled=true
 ```
 
@@ -79,7 +85,8 @@ helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace \
 By default, the MySQL PersistentVolumeClaim(PVC) storage class is local-path. To disable dynamic provisioning, set the storage class to "-":
 
 ```console
-helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace \
+helm upgrade --install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> \
+  -n gravitino --create-namespace \
   --set mysql.enabled=true \
   --set global.defaultStorageClass="-"
 ```
@@ -99,7 +106,8 @@ mysql -h database-1.***.***.rds.amazonaws.com -P 3306 -u <YOUR-USERNAME> -p <YOU
 Use Helm to install or upgrade Gravitino, specifying the MySQL connection details.
 
 ```console
-helm upgrade --install gravitino ./gravitino -n gravitino --create-namespace \
+helm upgrade --install gravitino oci://registry-1.docker.io/apache/gravitino-helm --version <VERSION> \
+  -n gravitino --create-namespace \
   --set entity.jdbcUrl="jdbc:mysql://database-1.***.***.rds.amazonaws.com:3306/gravitino" \
   --set entity.jdbcDriver="com.mysql.cj.jdbc.Driver" \
   --set entity.jdbcUser="admin" \
diff --git a/docs/iceberg-rest-catalog-chart.md b/docs/iceberg-rest-catalog-chart.md
index 9b2534aaab3..467f6dc9a85 100644
--- a/docs/iceberg-rest-catalog-chart.md
+++ b/docs/iceberg-rest-catalog-chart.md
@@ -15,40 +15,44 @@ This Helm chart deploys Apache Gravitino Iceberg REST Catalog Server on Kubernet
 - Kubernetes 1.29+
 - Helm 3+
 
-## Update Chart Dependency
+## Installation
 
-The Gravitino Iceberg REST Catalog Server Helm chart has not yet been released to the helm registry.
-To proceed, please clone the repository, navigate to the chart directory [charts](../dev/charts), and execute the Helm dependency update command.
+Pull the chart from Docker Hub OCI registry:
 
 ```console
-helm dependency update [CHART]
+helm pull oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION>
 ```
 
-## View Chart values
+Or install directly:
+
+```console
+helm upgrade --install gravitino-iceberg oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION> -n gravitino --create-namespace
+```
+
+## View Chart Values
 
 You can customize values.yaml parameters to override chart default settings. Additionally, Gravitino Iceberg REST Catalog Server configurations in [gravitino-iceberg-rest-server.conf](../dev/charts/gravitino-iceberg-rest-server/resources/gravitino-iceberg-rest-server.conf) can be modified through Helm values.yaml.
 
-To display the default values of the Gravitino chart, run:
+To display the default values of the chart, run:
 
 ```console
-helm show values [CHART]
+helm show values oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION>
 ```
 
 ## Install Helm Chart
 
 ```console
-helm install [RELEASE_NAME] [CHART] [flags]
+helm upgrade --install [RELEASE_NAME] oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION> [flags]
 ```
 
 ### Deploy with Default Configuration
 
-Run the following command to deploy Gravitino Iceberg REST Catalog Server using the default settings, specify container image versions using --set image.tag=x.y.z (replace x, y, z with the expected version numbers):
+Run the following command to deploy Gravitino Iceberg REST Catalog Server using the default settings:
 
 ```console
-helm upgrade --install gravitino ./gravitino-iceberg-rest-server \
+helm upgrade --install gravitino-iceberg oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION> \
   -n gravitino \
   --create-namespace \
-  --set image.tag=<x.y.z> \
   --set replicas=2 \
   --set resources.requests.memory="4Gi" \
   --set resources.requests.cpu="2"
@@ -59,21 +63,20 @@ helm upgrade --install gravitino ./gravitino-iceberg-rest-server \
 To customize the deployment, use the --set flag to override specific values:
 
 ```console
-helm upgrade --install gravitino ./gravitino-iceberg-rest-server
+helm upgrade --install gravitino-iceberg oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION> \
   -n gravitino \
   --create-namespace \
   --set key1=val1,key2=val2,...
 ```
+
 Alternatively, you can provide a custom values.yaml file:
 
 ```console
-helm upgrade --install gravitino ./gravitino-iceberg-rest-server
+helm upgrade --install gravitino-iceberg oci://registry-1.docker.io/apache/gravitino-iceberg-rest-server-helm --version <VERSION> \
   -n gravitino \
   --create-namespace \
   -f /path/to/values.yaml
 ```
-_Note: \
-The path '/path/to/values.yaml' refers to the actual path to the values.yaml file._
 
 ## Uninstall Helm Chart
 
diff --git a/docs/lance-rest-server-chart.md b/docs/lance-rest-server-chart.md
index 9af460e649f..777bc0814df 100644
--- a/docs/lance-rest-server-chart.md
+++ b/docs/lance-rest-server-chart.md
@@ -15,40 +15,46 @@ This Helm chart deploys Apache Gravitino Lance REST Server on Kubernetes with cu
 - Kubernetes 1.29+
 - Helm 3+
 
-## Update Chart Dependency
+## Installation
 
-The Gravitino Lance REST Server Helm chart has not yet been officially released.   
-To proceed, please clone the repository, navigate to the chart directory [charts](../dev/charts), and execute the Helm dependency update command.
+Pull the chart from Docker Hub OCI registry:
 
 ```console
-helm dependency update [CHART]
+helm pull oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION>
 ```
 
-## View Chart values
+Or install directly:
+
+```console
+helm upgrade --install gravitino-lance oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION> -n gravitino --create-namespace
+```
+
+## View Chart Values
 
 You can customize values.yaml parameters to override chart default settings. Additionally, Gravitino Lance REST Server configurations in [gravitino-lance-rest-server.conf](../dev/charts/gravitino-lance-rest-server/resources/gravitino-lance-rest-server.conf) can be modified through Helm values.yaml.
 
 To display the default values of the chart, run:
 
 ```console
-helm show values [CHART]
+helm show values oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION>
 ```
 
 ## Install Helm Chart
 
 ```console
-helm install [RELEASE_NAME] [CHART] [flags]
+helm upgrade --install [RELEASE_NAME] oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION> [flags]
 ```
 
 ### Deploy with Default Configuration
 
-Run the following command to deploy Gravitino Lance REST Server using the default settings, specifying the container image version using `--set image.tag=<version>` (replace `<version>` with the desired image tag):
+Run the following command to deploy Gravitino Lance REST Server using the default settings:
 
 ```console
-helm upgrade --install gravitino ./gravitino-lance-rest-server \
+helm upgrade --install gravitino-lance oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION> \
   -n gravitino \
   --create-namespace \
-  --set image.tag=<version> \
+  --set lanceRest.gravitinoUri=http://gravitino:8090 \
+  --set lanceRest.gravitinoMetalake=your-metalake \
   --set replicas=2 \
   --set resources.requests.memory="4Gi" \
   --set resources.requests.cpu="2"
@@ -59,21 +65,20 @@ helm upgrade --install gravitino ./gravitino-lance-rest-server \
 To customize the deployment, use the --set flag to override specific values:
 
 ```console
-helm upgrade --install gravitino ./gravitino-lance-rest-server \
+helm upgrade --install gravitino-lance oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION> \
   -n gravitino \
   --create-namespace \
   --set key1=val1,key2=val2,...
 ```
+
 Alternatively, you can provide a custom values.yaml file:
 
 ```console
-helm upgrade --install gravitino ./gravitino-lance-rest-server \
+helm upgrade --install gravitino-lance oci://registry-1.docker.io/apache/gravitino-lance-rest-server-helm --version <VERSION> \
   -n gravitino \
   --create-namespace \
   -f /path/to/values.yaml
 ```
-_Note: \
-The path '/path/to/values.yaml' refers to the actual path to the values.yaml file._
 
 ## Configuration Notes