diff --git a/lib/ai_web_researcher/metaphor_basic_neural_web_search.py b/lib/ai_web_researcher/metaphor_basic_neural_web_search.py
index 6f611959..adb2b950 100644
--- a/lib/ai_web_researcher/metaphor_basic_neural_web_search.py
+++ b/lib/ai_web_researcher/metaphor_basic_neural_web_search.py
@@ -50,6 +50,7 @@ def get_metaphor_client():
 
 def metaphor_rag_search():
     """ Mainly used for researching blog sections. """
+    # FIXME: Implement this.
     metaphor = get_metaphor_client()
     query = "blog research"  # Example query, this can be parameterized as needed
     results = metaphor.search(query)
diff --git a/lib/utils/content_generators.py b/lib/utils/content_generators.py
index 568520b3..7789b3bf 100644
--- a/lib/utils/content_generators.py
+++ b/lib/utils/content_generators.py
@@ -2,8 +2,10 @@ import streamlit as st
 from lib.utils.alwrity_utils import (
     blog_from_keyword, ai_agents_team, essay_writer, ai_news_writer,
     ai_finance_ta_writer
+    ai_finance_ta_writer
 )
 from lib.alwrity_ui.similar_analysis import competitor_analysis
+from lib.alwrity_ui.similar_analysis import competitor_analysis
 from lib.alwrity_ui.keyword_web_researcher import do_web_research
 from lib.ai_writers.ai_story_writer.story_writer import story_input_section
 from lib.ai_writers.ai_product_description_writer import write_ai_prod_desc