diff --git a/README.md b/README.md
index d2acd9537..da8115e0a 100644
--- a/README.md
+++ b/README.md
@@ -151,29 +151,16 @@ agent = Agent(
     llm=Anthropic(anthropic_api_key=os.getenv("ANTHROPIC_API_KEY")),
     max_loops="auto",
     autosave=True,
-    # dynamic_temperature_enabled=True,
     dashboard=False,
     verbose=True,
     streaming_on=True,
-    # interactive=True, # Set to False to disable interactive mode
     dynamic_temperature_enabled=True,
     saved_state_path="finance_agent.json",
-    # tools=[Add your functions here# ],
-    # stopping_token="Stop!",
-    # interactive=True,
-    # docs_folder="docs", # Enter your folder name
-    # pdf_path="docs/finance_agent.pdf",
-    # sop="Calculate the profit for a company.",
-    # sop_list=["Calculate the profit for a company."],
     user_name="swarms_corp",
-    # # docs=
-    # # docs_folder="docs",
     retry_attempts=3,
-    # context_length=1000,
-    # tool_schema = dict
     context_length=200000,
     # agent_ops_on=True,
-    # long_term_memory=ChromaDB(docs_folder="artifacts"),
+    long_term_memory=ChromaDB(docs_folder="artifacts"),
 )