diff --git a/swarms/structs/flow.py b/swarms/structs/flow.py
index 2c45df53..05052f75 100644
--- a/swarms/structs/flow.py
+++ b/swarms/structs/flow.py
@@ -1,46 +1,3 @@
-"""
-Flow,
-A chain like structure from langchain that provides the autonomy to language models
-to generate sequential responses.
-
-Features:
-* User defined queries
-* Dynamic keep generating until <DONE> is outputted by the agent
-* Interactive, AI generates, then user input
-* Message history and performance history fed -> into context
-* Ability to save and load flows
-* Ability to provide feedback on responses
-* Ability to provide a stopping condition
-* Ability to provide a retry mechanism
-* Ability to provide a loop interval
-
-----------------------------------
-
-Example:
-from swarms.models import OpenAIChat
-from swarms.structs import Flow
-
-# Initialize the language model,
-# This model can be swapped out with Anthropic, ETC, Huggingface Models like Mistral, ETC
-llm = OpenAIChat(
-    openai_api_key=api_key,
-    temperature=0.5,
-)
-
-# Initialize the flow
-flow = Flow(
-    llm=llm, max_loops=5,
-    #system_prompt=SYSTEM_PROMPT,
-    #retry_interval=1,
-)
-
-flow.run("Generate a 10,000 word blog")
-
-# Now save the flow
-flow.save("path/flow.yaml")
-
-"""
-
 import json
 import logging
 import time