diff --git a/level_3/docker-compose.yml b/level_3/docker-compose.yml
index a45bc262c..be58cf30c 100644
--- a/level_3/docker-compose.yml
+++ b/level_3/docker-compose.yml
@@ -1,6 +1,18 @@
 version: "3.9"
 
 services:
+  neo4j:
+    image: neo4j:latest
+    container_name: neo4j
+    ports:
+      - "7474:7474"
+      - "7687:7687"
+    environment:
+      - NEO4J_AUTH=neo4j/pleaseletmein
+      - NEO4J_PLUGINS=["apoc"]
+    networks:
+      - promethai_mem_backend
+
   promethai_mem:
     networks:
       - promethai_mem_backend
@@ -10,15 +22,16 @@ services:
       - "./:/app"
     environment:
       - HOST=0.0.0.0
-    profiles: ["exclude-from-up"] # Use `docker-compose run teenage-agi` to get an attached container
+    profiles: ["exclude-from-up"]
     ports:
       - 8000:8000
       - 443:443
+
   postgres:
     image: postgres
     container_name: postgres
     environment:
-      - POSTGRES_HOST_AUTH_METHOD= trust
+      - POSTGRES_HOST_AUTH_METHOD=trust
       - POSTGRES_USER=bla
       - POSTGRES_PASSWORD=bla
       - POSTGRES_DB=bubu
@@ -26,6 +39,7 @@ services:
       - promethai_mem_backend
     ports:
       - "5432:5432"
+
   superset:
     platform: linux/amd64
     build:
@@ -43,6 +57,8 @@ services:
       - promethai_mem_backend
     ports:
       - '8088:8088'
+
 networks:
   promethai_mem_backend:
     name: promethai_mem_backend
+
diff --git a/level_3/rag_test_manager.py b/level_3/rag_test_manager.py
index 99fbbee00..a75eb6c11 100644
--- a/level_3/rag_test_manager.py
+++ b/level_3/rag_test_manager.py
@@ -437,9 +437,10 @@ async def main():
     # parser.add_argument("--user_id", required=True, help="User ID.")
     # parser.add_argument("--params", help="Additional parameters in JSON format.")
     # parser.add_argument("--metadata", required=True, help="Path to JSON file containing metadata.")
-    #
+    # parser.add_argument("--generate_test_set", required=True, help="Make a test set.")
+    # parser.add_argument("--only_llm_context", required=True, help="Do a test only within the existing LLM context")
     # args = parser.parse_args()
-    #
+
     # try:
     #     with open(args.test_set, "r") as file:
     #         test_set = json.load(file)