diff --git a/developer-hub/backstage.yaml b/developer-hub/backstage.yaml
index e615159..761ec3d 100644
--- a/developer-hub/backstage.yaml
+++ b/developer-hub/backstage.yaml
@@ -35,8 +35,6 @@ spec:
                   - name: RHDH_CONFIG_FILE
                     value: /app-root/config/app-config-rhdh.yaml
                 envFrom:
-                  - secretRef:
-                      name: team-cluster-key
                   - secretRef:
                       name: secrets-rhdh
                 image: 'quay.io/redhat-ai-dev/road-core-service:latest'
@@ -49,9 +47,6 @@ spec:
                   - mountPath: /app-root/config/rcsconfig.yaml
                     name: rcsconfig
                     subPath: rcsconfig.yaml
-                  - mountPath: /app-root/config/team-cluster-key/team_cluster_key.txt
-                    name: openai
-                    subPath: team_cluster_key.txt
                   - mountPath: /app-root/config/app-config-rhdh.yaml
                     name: app-config-rhdh
                     subPath: app-config-rhdh.yaml
@@ -59,6 +54,3 @@ spec:
               - configMap:
                   name: rcsconfig
                 name: rcsconfig
-              - name: openai
-                secret:
-                  secretName: team-cluster-key
\ No newline at end of file
diff --git a/developer-hub/rcsconfig.yaml b/developer-hub/rcsconfig.yaml
index 903ba6a..c3f722e 100644
--- a/developer-hub/rcsconfig.yaml
+++ b/developer-hub/rcsconfig.yaml
@@ -12,6 +12,10 @@ data:
         models:
           - name: dummymodel
     ols_config:
+      reference_content:
+        product_docs_index_path: "./vector_db/rhdh_product_docs/1.6"
+        product_docs_index_id: rhdh-product-docs-1_6
+        embeddings_model_path: "./embeddings_model"
       conversation_cache:
         type: memory
         memory: