Merge pull request #229 from jyje/fix/add-milvus-dependency

Feat/improve open webui chart

.github/workflows/helm-release.yml

@@ -65,6 +65,7 @@ jobs:
           helm repo add open-webui https://helm.openwebui.com/
           helm repo add tika https://apache.jfrog.io/artifactory/tika/
           helm repo add redis https://charts.bitnami.com/bitnami
+          helm repo add milvus https://zilliztech.github.io/milvus-helm
 
       - name: Run chart-releaser
         uses: helm/chart-releaser-action@v1.7.0

.github/workflows/helm-test-open-webui.yml

@@ -20,20 +20,22 @@ jobs:
       - name: Set up Helm
         uses: azure/setup-helm@v4
 
-      - name: Lint open-webui Helm Chart
-        run: |
-          helm lint ./charts/open-webui
-
       - name: Add Dependency Repos
         run: |
           helm repo add ollama https://otwld.github.io/ollama-helm/
           helm repo add open-webui https://helm.openwebui.com/
           helm repo add tika https://apache.jfrog.io/artifactory/tika/
-          helm repo add redis https://charts.bitnami.com/bitnami
+          helm repo add bitnami https://charts.bitnami.com/bitnami
+          helm repo add milvus https://zilliztech.github.io/milvus-helm
+
       - name: Build open-webui Helm dependencies
         run: |
           helm dependency build ./charts/open-webui
 
+      - name: Lint open-webui Helm Chart
+        run: |
+          helm lint ./charts/open-webui
+
   test-deploy:
     name: Test Chart Deployment
     runs-on: ubuntu-latest
@@ -52,6 +54,18 @@ jobs:
       - name: Set up KinD Cluster
         uses: helm/kind-action@v1
 
+      - name: Add Dependency Repos
+        run: |
+          helm repo add ollama https://otwld.github.io/ollama-helm/
+          helm repo add open-webui https://helm.openwebui.com/
+          helm repo add tika https://apache.jfrog.io/artifactory/tika/
+          helm repo add bitnami https://charts.bitnami.com/bitnami
+          helm repo add milvus https://zilliztech.github.io/milvus-helm
+
+      - name: Build open-webui Helm dependencies
+        run: |
+          helm dependency build ./charts/open-webui
+
       - name: Template open-webui Helm Chart
         run: |
           helm template open-webui ./charts/open-webui \

.gitignore

@@ -122,4 +122,8 @@ Temporary Items
 # iCloud generated files
 *.icloud
 
+### Helm ###
+# Chart dependencies
+**/charts/*.tgz
+
 # End of https://www.toptal.com/developers/gitignore/api/macos,intellij+all,helm

CONTRIBUTING.md

@@ -2,9 +2,6 @@
 
 ## How to Contribute
 
-> [!WARNING]
-> There is currently a bug in the Helm Chart Releaser Github Action that prevents you from deploying more than one chart on a single run. The best workaround for now is to ensure that pushes to `main` only include changes to a single chart. If you're contributing to more than one chart, please do it in separate PRs until the upstream issue is fixed, or until we can fork and fix the action ourselves. 
-
 1. **Fork the repository** and create your branch from `main`.
 2. **Make your changes** and ensure they follow the guidelines below.
 3. **Test your changes** locally to ensure everything works as expected. This should include deploying your updates to a live Kubernetes cluster (whether local or remote).

charts/open-webui/Chart.lock

@@ -1,7 +1,7 @@
 dependencies:
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
-  version: 1.12.0
+  version: 1.14.0
 - name: pipelines
   repository: https://helm.openwebui.com
   version: 0.5.0
@@ -10,6 +10,12 @@ dependencies:
   version: 2.9.0
 - name: redis
   repository: https://charts.bitnami.com/bitnami
-  version: 20.11.4
-digest: sha256:05f1cd5e4bfc7ca7f293e13b8ce12b7edf5ba33ba55ec151eccf86cfb30b180a
-generated: "2025-03-30T15:26:22.6382Z"
+  version: 20.12.1
+- name: postgresql
+  repository: https://charts.bitnami.com/bitnami
+  version: 16.6.3
+- name: milvus
+  repository: https://zilliztech.github.io/milvus-helm
+  version: 4.2.45
+digest: sha256:b3b1719be74c19ed412d1dc73f60e0eb5e462e36c59f41cf3a88040c1ed3681d
+generated: "2025-04-17T15:05:19.674229+02:00"

charts/open-webui/Chart.yaml

@@ -1,7 +1,7 @@
 apiVersion: v2
 name: open-webui
-version: 5.26.0
-appVersion: 0.5.20
+version: 6.5.0
+appVersion: 0.6.5
 home: https://www.openwebui.com/
 icon: >-
   https://raw.githubusercontent.com/open-webui/open-webui/main/static/favicon.png
@@ -43,3 +43,12 @@ dependencies:
     version: '>=20.6.2'
     alias: redis-cluster
     condition: redis-cluster.enabled
+  - name: postgresql
+    repository: https://charts.bitnami.com/bitnami
+    version: '>=15.5.38'
+    alias: postgresql
+    condition: postgresql.enabled
+  - name: milvus
+    repository: https://zilliztech.github.io/milvus-helm
+    version: '>=4.2.40'
+    condition: milvus.enabled

charts/open-webui/README.md

@@ -1,6 +1,6 @@
 # open-webui
 
-![Version: 5.26.0](https://img.shields.io/badge/Version-5.26.0-informational?style=flat-square) ![AppVersion: 0.5.20](https://img.shields.io/badge/AppVersion-0.5.20-informational?style=flat-square)
+![Version: 6.5.0](https://img.shields.io/badge/Version-6.5.0-informational?style=flat-square) ![AppVersion: 0.6.5](https://img.shields.io/badge/AppVersion-0.6.5-informational?style=flat-square)
 
 Open WebUI: A User-Friendly Web Interface for Chat Interactions 👋
 
@@ -34,9 +34,11 @@ helm upgrade --install open-webui open-webui/open-webui
 | Repository | Name | Version |
 |------------|------|---------|
 | https://apache.jfrog.io/artifactory/tika | tika | >=2.9.0 |
+| https://charts.bitnami.com/bitnami | postgresql(postgresql) | >=15.5.38 |
 | https://charts.bitnami.com/bitnami | redis-cluster(redis) | >=20.6.2 |
 | https://helm.openwebui.com | pipelines | >=0.0.1 |
 | https://otwld.github.io/ollama-helm/ | ollama | >=0.24.0 |
+| https://zilliztech.github.io/milvus-helm | milvus | >=4.2.40 |
 
 ## Values
 
@@ -112,7 +114,9 @@ helm upgrade --install open-webui open-webui/open-webui
 | clusterDomain | string | `"cluster.local"` | Value of cluster domain |
 | containerSecurityContext | object | `{}` | Configure container security context ref: <https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-containe> |
 | copyAppData.resources | object | `{}` |  |
+| databaseUrl | string | `""` | Configure database URL, needed to work with Postgres (example: `postgresql://<user>:<password>@<service>:<port>/<database>`), leave empty to use the default sqlite database |
 | enableOpenaiApi | bool | `true` | Enables the use of OpenAI APIs |
+| extraEnvFrom | list | `[]` | Env vars added from configmap or secret to the Open WebUI deployment. Most up-to-date environment variables can be found here: https://docs.openwebui.com/getting-started/env-configuration/ (caution: `extraEnvVars` will take precedence over the value from `extraEnvFrom`) |
 | extraEnvVars | list | `[{"name":"OPENAI_API_KEY","value":"0p3n-w3bu!"}]` | Env vars added to the Open WebUI deployment. Most up-to-date environment variables can be found here: https://docs.openwebui.com/getting-started/env-configuration/ |
 | extraEnvVars[0] | object | `{"name":"OPENAI_API_KEY","value":"0p3n-w3bu!"}` | Default API key value for Pipelines. Should be updated in a production deployment, or be changed to the required API key if not using Pipelines |
 | extraInitContainers | list | `[]` | Additional init containers to add to the deployment/statefulset ref: <https://kubernetes.io/docs/concepts/workloads/pods/init-containers/> |
@@ -131,6 +135,11 @@ helm upgrade --install open-webui open-webui/open-webui
 | managedCertificate.domains[0] | string | `"chat.example.com"` |  |
 | managedCertificate.enabled | bool | `false` |  |
 | managedCertificate.name | string | `"mydomain-chat-cert"` |  |
+| milvus.db | string | `"default"` | Active Milvus database for RAG with env `MILVUS_DB` ref: https://docs.openwebui.com/getting-started/env-configuration#milvus_db |
+| milvus.enabled | bool | `false` | Enable Milvus installation. Deploys a Milvus cluster/standalone with subchart 'milvus' from zilliztech ref: https://github.com/zilliztech/milvus-helm/tree/master/charts/milvus |
+| milvus.fullnameOverride | string | `"open-webui-milvus"` | Milvus fullname override (recommended to be 'open-webui-milvus') - In this case, the Milvus uri will be 'http://[username:password@]open-webui-milvus:19530' |
+| milvus.token | object | `{}` | Active Milvus token for RAG with env `MILVUS_TOKEN` ref: https://docs.openwebui.com/getting-started/env-configuration#milvus_token |
+| milvus.uri | string | `"http://open-webui-milvus:19530"` | Active Milvus URI for RAG with env `MILVUS_URI`. If there is credentials in the uri, it will be used to connect to the Milvus server. ref: https://docs.openwebui.com/getting-started/env-configuration#milvus_uri |
 | nameOverride | string | `""` |  |
 | namespaceOverride | string | `""` |  |
 | nodeSelector | object | `{}` | Node labels for pod assignment. |
@@ -142,8 +151,20 @@ helm upgrade --install open-webui open-webui/open-webui
 | openaiBaseApiUrls | list | `[]` | OpenAI base API URLs to use. Overwrites the value in openaiBaseApiUrl if set |
 | persistence.accessModes | list | `["ReadWriteOnce"]` | If using multiple replicas, you must update accessModes to ReadWriteMany |
 | persistence.annotations | object | `{}` |  |
+| persistence.azure.container | string | `""` | Sets the container name for Azure Storage |
+| persistence.azure.endpointUrl | string | `""` | Sets the endpoint URL for Azure Storage |
+| persistence.azure.key | string | `""` | Set the access key for Azure Storage. Optional - if not provided, credentials will be taken from the environment. User credentials if run locally and Managed Identity if run in Azure services |
 | persistence.enabled | bool | `true` |  |
 | persistence.existingClaim | string | `""` | Use existingClaim if you want to re-use an existing Open WebUI PVC instead of creating a new one |
+| persistence.gcs.appCredentialsJson | string | `""` | Contents of Google Application Credentials JSON file. Optional - if not provided, credentials will be taken from the environment. User credentials if run locally and Google Metadata server if run on a Google Compute Engine. File can be generated for a service account following this guide: https://developers.google.com/workspace/guides/create-credentials#service-account |
+| persistence.gcs.bucket | string | `""` | Sets the bucket name for Google Cloud Storage. Bucket must already exist |
+| persistence.provider | string | `"local"` | Sets the storage provider, availables values are `local`, `s3`, `gcs` or `azure` |
+| persistence.s3.accessKey | string | `""` | Sets the access key ID for S3 storage |
+| persistence.s3.bucket | string | `""` | Sets the bucket name for S3 storage |
+| persistence.s3.endpointUrl | string | `""` | Sets the endpoint url for S3 storage |
+| persistence.s3.keyPrefix | string | `""` | Sets the key prefix for a S3 object |
+| persistence.s3.region | string | `""` | Sets the region name for S3 storage |
+| persistence.s3.secretKey | string | `""` | Sets the secret access key for S3 storage |
 | persistence.selector | object | `{}` |  |
 | persistence.size | string | `"2Gi"` |  |
 | persistence.storageClass | string | `""` |  |
@@ -153,6 +174,11 @@ helm upgrade --install open-webui open-webui/open-webui
 | podAnnotations | object | `{}` |  |
 | podLabels | object | `{}` |  |
 | podSecurityContext | object | `{}` | Configure pod security context ref: <https://kubernetes.io/docs/tasks/configure-pod-container/security-context/#set-the-security-context-for-a-container> |
+| postgresql | object | `{"architecture":"standalone","auth":{"database":"open-webui","password":"0p3n-w3bu!","postgresPassword":"0p3n-w3bu!","username":"open-webui"},"enabled":false,"fullnameOverride":"open-webui-postgres","primary":{"persistence":{"size":"1Gi"},"resources":{"limits":{"cpu":"500m","memory":"512Mi"},"requests":{"cpu":"250m","memory":"256Mi"}}}}` | Postgresql configuration (see. https://artifacthub.io/packages/helm/bitnami/postgresql) |
+| rag.embeddingEngine | string | `""` | Embedding engine to use for RAG with env `RAG_EMBEDDING_ENGINE`: ""(empty), "ollama", "openai" ref: https://docs.openwebui.com/getting-started/env-configuration#rag_embedding_engine |
+| rag.embeddingModel | string | `""` | Embedding model to use for RAG with env `RAG_EMBEDDING_MODEL` ref: https://docs.openwebui.com/getting-started/env-configuration#rag_embedding_model |
+| rag.enabled | bool | `false` | Enable RAG ref: https://docs.openwebui.com/getting-started/env-configuration#retrieval-augmented-generation-rag |
+| rag.vectorDB | string | `""` | Vector database configuration ref: https://docs.openwebui.com/getting-started/env-configuration#vector_db |
 | readinessProbe | object | `{}` | Probe for readiness of the Open WebUI container ref: <https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-startup-probes> |
 | redis-cluster | object | `{"auth":{"enabled":false},"enabled":false,"fullnameOverride":"open-webui-redis","replica":{"replicaCount":3}}` | Deploys a Redis cluster with subchart 'redis' from bitnami |
 | redis-cluster.auth | object | `{"enabled":false}` | Redis Authentication |
@@ -163,7 +189,7 @@ helm upgrade --install open-webui open-webui/open-webui
 | redis-cluster.replica.replicaCount | int | `3` | Number of Redis replica instances |
 | replicaCount | int | `1` |  |
 | resources | object | `{}` |  |
-| runtimeClassName | string | `""` | Allows changing the Runtime Class. For ex. to "nvidia" if nvidia container runtime is installed but not default. |
+| runtimeClassName | string | `""` | Configure runtime class ref: <https://kubernetes.io/docs/concepts/containers/runtime-class/> |
 | service | object | `{"annotations":{},"containerPort":8080,"labels":{},"loadBalancerClass":"","nodePort":"","port":80,"type":"ClusterIP"}` | Service values to expose Open WebUI pods to cluster |
 | serviceAccount.annotations | object | `{}` |  |
 | serviceAccount.automountServiceAccountToken | bool | `false` |  |

charts/open-webui/templates/pvc.yaml

@@ -1,4 +1,4 @@
-{{- if and .Values.persistence.enabled (not .Values.persistence.existingClaim) }}
+{{- if and .Values.persistence.enabled (not .Values.persistence.existingClaim) (eq .Values.persistence.provider "local") }}
 apiVersion: v1
 kind: PersistentVolumeClaim
 metadata:

charts/open-webui/templates/workload-manager.yaml

@@ -1,5 +1,5 @@
 apiVersion: apps/v1
-{{- if .Values.persistence.enabled }}
+{{- if and .Values.persistence.enabled (eq .Values.persistence.provider "local") }}
 kind: StatefulSet
 {{- else }}
 kind: Deployment
@@ -15,14 +15,14 @@ metadata:
   {{- end }}
 spec:
   replicas: {{ .Values.replicaCount }}
-  {{- if .Values.persistence.enabled }}
+  {{- if and .Values.persistence.enabled (eq .Values.persistence.provider "local") }}
   serviceName: {{ include "open-webui.name" . }}
   {{- end }}
   selector:
     matchLabels:
       {{- include "open-webui.selectorLabels" . | nindent 6 }}
   {{- if .Values.strategy }}
-  {{- if .Values.persistence.enabled }}
+  {{- if and .Values.persistence.enabled (eq .Values.persistence.provider "local") }}
   updateStrategy:
     {{- toYaml .Values.strategy | nindent 4 }}
   {{- else }}
@@ -147,15 +147,44 @@ spec:
         - name: "ENABLE_OPENAI_API"
           value: "False"
         {{- end }}
-        {{- if .Values.extraEnvVars }}
-          {{- toYaml .Values.extraEnvVars | nindent 8 }}
-        {{- end }}
         {{- if .Values.tika.enabled }}
         - name: "CONTENT_EXTRACTION_ENGINE"
           value: "Tika"
         - name: "TIKA_SERVER_URL"
           value: http://{{ .Chart.Name }}-tika:9998
         {{- end }}
+        {{- if eq .Values.persistence.provider "s3" }}
+        - name: "STORAGE_PROVIDER"
+          value: {{ .Values.persistence.provider }}
+        - name: "S3_ACCESS_KEY_ID"
+          value: {{ .Values.persistence.s3.accessKey }}
+        - name: "S3_SECRET_ACCESS_KEY"
+          value: {{ .Values.persistence.s3.secretKey }}
+        - name: "S3_ENDPOINT_URL"
+          value: {{ .Values.persistence.s3.endpointUrl }}
+        - name: "S3_BUCKET_NAME"
+          value: {{ .Values.persistence.s3.bucket }}
+        - name: "S3_REGION_NAME"
+          value: {{ .Values.persistence.s3.region }}
+        - name: "S3_KEY_PREFIX"
+          value: {{ .Values.persistence.s3.keyPrefix }}
+        {{- else if eq .Values.persistence.provider "gcs" }}
+        - name: "STORAGE_PROVIDER"
+          value: {{ .Values.persistence.provider }}
+        - name: "GOOGLE_APPLICATION_CREDENTIALS_JSON"
+          value: {{ .Values.persistence.gcs.appCredentialsJson }}
+        - name: "GCS_BUCKET_NAME"
+          value: {{ .Values.persistence.gcs.bucket }}
+        {{- else if eq .Values.persistence.provider "azure" }}
+        - name: "STORAGE_PROVIDER"
+          value: {{ .Values.persistence.provider }}
+        - name: "AZURE_STORAGE_ENDPOINT"
+          value: {{ .Values.persistence.azure.endpointUrl }}
+        - name: "AZURE_STORAGE_CONTAINER_NAME"
+          value: {{ .Values.persistence.azure.container }}
+        - name: "AZURE_STORAGE_KEY"
+          value: {{ .Values.persistence.azure.key }}
+        {{- end }}
         {{- if .Values.websocket.enabled }}
         - name: "ENABLE_WEBSOCKET_SUPPORT"
           value: "True"
@@ -164,6 +193,10 @@ spec:
         - name: "WEBSOCKET_REDIS_URL"
           value: {{ .Values.websocket.url | quote }}
         {{- end }}
+        {{- if or .Values.postgresql.enabled .Values.databaseUrl }}
+        - name: "DATABASE_URL"
+          value: {{ .Values.databaseUrl | default (printf "postgresql://%s:%s@%s:%s/%s" .Values.postgresql.auth.username .Values.postgresql.auth.password .Values.postgresql.fullnameOverride "5432" .Values.postgresql.auth.database) }}
+        {{- end }}
         {{- if .Values.sso.enabled }}
         {{- if .Values.sso.enableSignup }}
         - name: "ENABLE_OAUTH_SIGNUP"
@@ -234,6 +267,35 @@ spec:
         {{- end }}
         {{- end }}
         {{- end }}
+        {{- if .Values.rag.enabled }}
+        - name: "VECTOR_DB"
+          value: {{ .Values.rag.vectorDB | default "croma" | quote }}
+        {{- if and .Values.rag.enabled .Values.rag.embeddingEngine }}
+        - name: "RAG_EMBEDDING_ENGINE"
+          value: {{ .Values.rag.embeddingEngine | quote }}
+        {{- end }}
+        {{- if and .Values.rag.enabled .Values.rag.embeddingModel }}
+        - name: "RAG_EMBEDDING_MODEL"
+          value: {{ .Values.rag.embeddingModel | quote }}
+        {{- end }}
+        {{- end }}
+        {{- if .Values.milvus.enabled }}
+        - name: "MILVUS_URI"
+          value: {{ .Values.milvus.uri | default "${DATA_DIR}/vector_db/milvus.db" | quote }}
+        - name: "MILVUS_DB"
+          value: {{ .Values.milvus.db | default "default" | quote }}
+        {{- if and .Values.milvus.enabled .Values.milvus.token }}
+        - name: "MILVUS_TOKEN"
+          value: {{ .Values.milvus.token | quote }}
+        {{- end }}
+        {{- end }}
+        {{- if .Values.extraEnvVars }}
+          {{- toYaml .Values.extraEnvVars | nindent 8 }}
+        {{- end }}
+        {{- if .Values.extraEnvFrom }}
+        envFrom:
+          {{- toYaml .Values.extraEnvFrom | nindent 8 }}
+        {{- end }}
         tty: true
       {{- with .Values.nodeSelector }}
       nodeSelector:
@@ -260,7 +322,7 @@ spec:
       - name: data
         persistentVolumeClaim:
           claimName: {{ .Values.persistence.existingClaim }}
-      {{- else if not .Values.persistence.enabled }}
+      {{- else if or (not .Values.persistence.enabled) (not (eq .Values.persistence.provider "local")) }}
       - name: data
         emptyDir: {}
       {{- else if and .Values.persistence.enabled (not .Values.persistence.existingClaim) }}

charts/open-webui/values-rag-milvus.yaml

@@ -0,0 +1,53 @@
+rag:
+  # -- Enable RAG
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#retrieval-augmented-generation-rag
+  enabled: true
+  vectorDB: milvus
+  embeddingEngine: ""
+  embeddingModel: ""
+
+milvus:
+  # -- Enable Milvus installation. Deploys a Milvus cluster/standalone with subchart 'milvus' from zilliztech
+  # ref: https://github.com/zilliztech/milvus-helm/tree/master/charts/milvus
+  enabled: true
+  uri: "http://open-webui-milvus:19530"
+  db: default
+  token: {}
+  cluster:
+    enabled: false # This means that the Milvus runs with standalone mode
+  minio:
+    enabled: true
+    resources:
+      requests:
+        memory: 50Mi
+    persistence:
+      enabled: true
+      size: 1Gi
+  etcd:
+    enabled: true
+  pulsar:
+    enabled: false
+  pulsarv3:
+    enabled: false
+  kafka:
+    enabled: false
+  externalS3:
+    enabled: false
+  externalEtcd:
+    enabled: false
+
+livenessProbe:
+  httpGet:
+    path: /health
+    port: http
+readinessProbe:
+  httpGet:
+    path: /health/db
+    port: http
+startupProbe:
+  httpGet:
+    path: /health
+    port: http
+  initialDelaySeconds: 30 # Adjust this value according to the startup time of the application
+  periodSeconds: 10 # Adjust this value according to the startup time of the application
+  failureThreshold: 20 # Adjust this value according to the startup time of the application

charts/open-webui/values.yaml

@@ -111,6 +111,39 @@ redis-cluster:
     # -- Number of Redis replica instances
     replicaCount: 3
 
+rag:
+  # -- Enable RAG
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#retrieval-augmented-generation-rag
+  enabled: false
+  # -- Vector database configuration
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#vector_db
+  vectorDB: ""
+  # -- Embedding engine to use for RAG with env `RAG_EMBEDDING_ENGINE`: ""(empty), "ollama", "openai"
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#rag_embedding_engine
+  embeddingEngine: ""
+  # -- Embedding model to use for RAG with env `RAG_EMBEDDING_MODEL`
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#rag_embedding_model
+  embeddingModel: ""
+
+milvus:
+  # -- Enable Milvus installation. Deploys a Milvus cluster/standalone with subchart 'milvus' from zilliztech
+  # ref: https://github.com/zilliztech/milvus-helm/tree/master/charts/milvus
+  enabled: false
+  # -- Milvus fullname override (recommended to be 'open-webui-milvus')
+  # - In this case, the Milvus uri will be 'http://[username:password@]open-webui-milvus:19530'
+  fullnameOverride: open-webui-milvus
+  # -- Active Milvus URI for RAG with env `MILVUS_URI`. If there is credentials in the uri, it will be used to connect to the Milvus server.
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#milvus_uri
+  uri: "http://open-webui-milvus:19530"
+  # -- Example `milvus.uri` with credentials (Not recommended for production. Use `env` with `secretKeyRef` instead)
+  # uri: "http://username:password@open-webui-milvus:19530"
+  # -- Active Milvus database for RAG with env `MILVUS_DB`
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#milvus_db
+  db: default
+  # -- Active Milvus token for RAG with env `MILVUS_TOKEN`
+  # ref: https://docs.openwebui.com/getting-started/env-configuration#milvus_token
+  token: {}
+
 # -- Value of cluster domain
 clusterDomain: cluster.local
 
@@ -211,6 +244,33 @@ persistence:
   storageClass: ""
   selector: {}
   annotations: {}
+  # -- Sets the storage provider, availables values are `local`, `s3`, `gcs` or `azure`
+  provider: local
+  s3:
+    # -- Sets the access key ID for S3 storage
+    accessKey: ""
+    # -- Sets the secret access key for S3 storage
+    secretKey: ""
+    # -- Sets the endpoint url for S3 storage
+    endpointUrl: ""
+    # -- Sets the region name for S3 storage
+    region:	""
+    # -- Sets the bucket name for S3 storage
+    bucket:	""
+    # -- Sets the key prefix for a S3 object
+    keyPrefix: ""
+  gcs:
+    # -- Contents of Google Application Credentials JSON file. Optional - if not provided, credentials will be taken from the environment. User credentials if run locally and Google Metadata server if run on a Google Compute Engine. File can be generated for a service account following this guide: https://developers.google.com/workspace/guides/create-credentials#service-account
+    appCredentialsJson: ""
+    # -- Sets the bucket name for Google Cloud Storage. Bucket must already exist
+    bucket: ""
+  azure:
+    # -- Sets the endpoint URL for Azure Storage
+    endpointUrl: ""
+    # -- Sets the container name for Azure Storage
+    container: ""
+    # -- Set the access key for Azure Storage. Optional - if not provided, credentials will be taken from the environment. User credentials if run locally and Managed Identity if run in Azure services
+    key: ""
 
 # -- Node labels for pod assignment.
 nodeSelector: {}
@@ -266,6 +326,13 @@ extraEnvVars:
   # - name: OLLAMA_DEBUG
   #   value: "1"
 
+# -- Env vars added from configmap or secret to the Open WebUI deployment. Most up-to-date environment variables can be found here: https://docs.openwebui.com/getting-started/env-configuration/ (caution: `extraEnvVars` will take precedence over the value from `extraEnvFrom`)
+extraEnvFrom: []
+  # - configMapRef:
+  #     name: my-config
+  # - secretRef:
+  #     name: my-secret
+
 # -- Configure runtime class
 # ref: <https://kubernetes.io/docs/concepts/containers/runtime-class/>
 runtimeClassName: ""
@@ -433,3 +500,27 @@ extraResources:
   #     name: example-configmap
   #   data:
   #     example-key: example-value
+
+# -- Configure database URL, needed to work with Postgres (example: `postgresql://<user>:<password>@<service>:<port>/<database>`), leave empty to use the default sqlite database
+databaseUrl: ""
+
+# -- Postgresql configuration (see. https://artifacthub.io/packages/helm/bitnami/postgresql)
+postgresql:
+  enabled: false
+  fullnameOverride: open-webui-postgres
+  architecture: standalone
+  auth:
+    database: open-webui
+    postgresPassword: 0p3n-w3bu!
+    username: open-webui
+    password: 0p3n-w3bu!
+  primary:
+    persistence:
+      size: 1Gi
+    resources:
+      requests:
+        memory: 256Mi
+        cpu: 250m
+      limits:
+        memory: 512Mi
+        cpu: 500m