diff --git a/swarms/swarms/base.py b/swarms/swarms/base.py
index 4412411f..6ee08759 100644
--- a/swarms/swarms/base.py
+++ b/swarms/swarms/base.py
@@ -1,3 +1,9 @@
+# TODO: Pass in abstract LLM class that can utilize Hf or Anthropic models, Move away from OPENAI
+# TODO: ADD Universal Communication Layer, a ocean vectorstore instance
+# TODO: BE MORE EXPLICIT ON TOOL USE, TASK DECOMPOSITION AND TASK COMPLETETION AND ALLOCATION
+# TODO: Add RLHF Data collection, ask user how the swarm is performing
+# TODO: Create an onboarding process if not settings are preconfigured like `from swarms import Swarm, Swarm()` => then initiate onboarding name your swarm + provide purpose + etc 
+
 from abc import ABC, abstractmethod
 
 class AbstractSwarm(ABC):
diff --git a/swarms/swarms/swarms.py b/swarms/swarms/swarms.py
index b284c47a..30a1487b 100644
--- a/swarms/swarms/swarms.py
+++ b/swarms/swarms/swarms.py
@@ -93,11 +93,4 @@ def swarm(
     except Exception as e:
         logging.error(f"An error occured in swarm: {e}")
         return None
-    
-
-
-# TODO: Pass in abstract LLM class that can utilize Hf or Anthropic models, Move away from OPENAI
-# TODO: ADD Universal Communication Layer, a ocean vectorstore instance
-# TODO: BE MORE EXPLICIT ON TOOL USE, TASK DECOMPOSITION AND TASK COMPLETETION AND ALLOCATION
-# TODO: Add RLHF Data collection, ask user how the swarm is performing
-# TODO: Create an onboarding process if not settings are preconfigured like `from swarms import Swarm, Swarm()` => then initiate onboarding name your swarm + provide purpose + etc 
+    
\ No newline at end of file