diff --git a/charts/pipelines/README.md b/charts/pipelines/README.md
index 7e22b24..4d7d2ef 100644
--- a/charts/pipelines/README.md
+++ b/charts/pipelines/README.md
@@ -33,8 +33,8 @@ helm upgrade --install open-webui open-webui/pipelines
 | affinity | object | `{}` | Affinity for pod assignment |
 | annotations | object | `{}` |  |
 | clusterDomain | string | `"cluster.local"` | Value of cluster domain |
-| extraEnvVars | list | `[{"name":"PIPELINES_URLS","value":"https://github.com/open-webui/pipelines/blob/main/examples/langfuse_filter_pipeline.py"},{"name":"LANGFUSE_PUBLIC_KEY","valueFrom":{"secretKeyRef":{"key":"public-key","name":"langfuse-keys"}}},{"name":"LANGFUSE_SECRET_KEY","valueFrom":{"secretKeyRef":{"key":"secret-key","name":"langfuse-keys"}}},{"name":"LANGFUSE_HOST","value":"https://us.cloud.langfuse.com"}]` | Additional environments variables on the output Deployment definition. These are used to pull initial Pipeline files, and help configure Pipelines with required values (e.g. Langfuse API keys) |
-| extraEnvVars[0] | object | `{"name":"PIPELINES_URLS","value":"https://github.com/open-webui/pipelines/blob/main/examples/langfuse_filter_pipeline.py"}` | Example pipeline to pull and load on deployment startup, see current pipelines here: https://github.com/open-webui/pipelines/blob/main/examples |
+| extraEnvVars | list | `[{"name":"PIPELINES_URLS","value":"https://github.com/open-webui/pipelines/blob/main/examples/filters/detoxify_filter_pipeline.py"}]` | Additional environments variables on the output Deployment definition. These are used to pull initial Pipeline files, and help configure Pipelines with required values (e.g. Langfuse API keys) |
+| extraEnvVars[0] | object | `{"name":"PIPELINES_URLS","value":"https://github.com/open-webui/pipelines/blob/main/examples/filters/detoxify_filter_pipeline.py"}` | Example pipeline to pull and load on deployment startup, see current pipelines here: https://github.com/open-webui/pipelines/blob/main/examples |
 | image.pullPolicy | string | `"Always"` |  |
 | image.repository | string | `"ghcr.io/open-webui/pipelines"` |  |
 | image.tag | string | `"main"` |  |
diff --git a/charts/pipelines/templates/deployment.yaml b/charts/pipelines/templates/deployment.yaml
index 9e53f84..24f3c70 100644
--- a/charts/pipelines/templates/deployment.yaml
+++ b/charts/pipelines/templates/deployment.yaml
@@ -1,40 +1,3 @@
-# Old manual manifest, used for reference 
-# apiVersion: apps/v1
-# kind: Deployment
-# metadata:
-#   name: open-webui-pipelines
-# spec:
-#   replicas: 1
-#   selector:
-#     matchLabels:
-#       app: open-webui-pipelines
-#   template:
-#     metadata:
-#       labels:
-#         app: open-webui-pipelines
-#     spec:
-#       containers:
-#         - name: open-webui-pipelines
-#           image: ghcr.io/open-webui/pipelines:main
-#           imagePullPolicy: Always
-#           env:
-#             - name: PIPELINES_URLS
-#               value: https://github.com/open-webui/pipelines/blob/main/examples/langfuse_filter_pipeline.py
-#             - name: LANGFUSE_HOST
-#               value: https://us.cloud.langfuse.com
-#             - name: LANGFUSE_PUBLIC_KEY
-#               valueFrom:
-#                 secretKeyRef:
-#                   name: langfuse-keys
-#                   key: public-key
-#             - name: LANGFUSE_SECRET_KEY
-#               valueFrom:
-#                 secretKeyRef:
-#                   name: langfuse-keys
-#                   key: secret-key
-#           ports:
-#             - containerPort: 9099
-
 apiVersion: apps/v1
 kind: Deployment
 metadata:
diff --git a/charts/pipelines/values.yaml b/charts/pipelines/values.yaml
index 345c1f8..1ac9f6c 100644
--- a/charts/pipelines/values.yaml
+++ b/charts/pipelines/values.yaml
@@ -53,16 +53,19 @@ service:
 extraEnvVars:
   # -- Example pipeline to pull and load on deployment startup, see current pipelines here: https://github.com/open-webui/pipelines/blob/main/examples
   - name: PIPELINES_URLS
-    value: "https://github.com/open-webui/pipelines/blob/main/examples/langfuse_filter_pipeline.py"  
-  - name: LANGFUSE_PUBLIC_KEY
-    valueFrom:
-      secretKeyRef: 
-        name: langfuse-keys
-        key: public-key
-  - name: LANGFUSE_SECRET_KEY
-    valueFrom:
-      secretKeyRef: 
-        name: langfuse-keys
-        key: secret-key
-  - name: LANGFUSE_HOST
-    value: https://us.cloud.langfuse.com
+    value: "https://github.com/open-webui/pipelines/blob/main/examples/filters/detoxify_filter_pipeline.py"
+  # -- Langfuse example, including values used in Langfuse filter to connect
+  # - name: PIPELINES_URLS
+  #   value: "https://github.com/open-webui/pipelines/blob/main/examples/filters/langfuse_filter_pipeline.py"  
+  # - name: LANGFUSE_PUBLIC_KEY
+  #   valueFrom:
+  #     secretKeyRef: 
+  #       name: langfuse-keys
+  #       key: public-key
+  # - name: LANGFUSE_SECRET_KEY
+  #   valueFrom:
+  #     secretKeyRef: 
+  #       name: langfuse-keys
+  #       key: secret-key
+  # - name: LANGFUSE_HOST
+  #   value: https://us.cloud.langfuse.com