feat(prompts): attach prompts to storage stores in run configs

docs/docs/distributions/configuration.mdx

@@ -63,13 +63,21 @@ storage:
     sql_default:
       type: sql_sqlite
       db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ollama}/sqlstore.db
-  references:
+  stores:
     metadata:
       backend: kv_default
       namespace: registry
     inference:
       backend: sql_default
       table_name: inference_store
+      max_write_queue_size: 10000
+      num_writers: 4
+    conversations:
+      backend: sql_default
+      table_name: openai_conversations
+    prompts:
+      backend: kv_default
+      namespace: prompts
 models:
 - metadata: {}
   model_id: ${env.INFERENCE_MODEL}

docs/docs/distributions/k8s/stack-configmap.yaml

@@ -113,13 +113,21 @@ data:
           db: ${env.POSTGRES_DB:=llamastack}
           user: ${env.POSTGRES_USER:=llamastack}
           password: ${env.POSTGRES_PASSWORD:=llamastack}
-      references:
+      stores:
         metadata:
           backend: kv_default
           namespace: registry
         inference:
           backend: sql_default
           table_name: inference_store
+          max_write_queue_size: 10000
+          num_writers: 4
+        conversations:
+          backend: sql_default
+          table_name: openai_conversations
+        prompts:
+          backend: kv_default
+          namespace: prompts
     models:
     - metadata:
         embedding_dimension: 768

docs/docs/distributions/k8s/stack_run_config.yaml

@@ -113,6 +113,9 @@ storage:
     conversations:
       table_name: openai_conversations
       backend: sql_default
+    prompts:
+      namespace: prompts
+      backend: kv_default
 registered_resources:
   models:
   - metadata: