diff --git a/app/gemini_analyzer.py b/app/gemini_analyzer.py
index aa92679..dabbbc5 100644
--- a/app/gemini_analyzer.py
+++ b/app/gemini_analyzer.py
@@ -1,6 +1,7 @@
 import google.generativeai as genai
 from typing import List
 from .gemini_config import AnalyzerConfigs
+# for logging
 import structlog
 
 structlog.stdlib.recreate_defaults()
@@ -8,6 +9,7 @@
 
 __all__ = ["CodeAnalyzer"]
 
+
 class CodeAnalyzer:
     def __init__(self) -> None:
         self.language: str = "python"
@@ -26,7 +28,7 @@ def analyze_code(self, lines: List[str]) -> str:
         This method analyzes the input lines of code and generates a style guide using the Gemini model.
         """
         try:
-            prompt = f'''Analyze the following {self.language} code according to {self.style_guide} style guidelines, the array below contains line-wise code:
+            prompt = f'''Analyze the following {self.language} code according to {self.style_guide} style guidelines:
 
             {lines}
 
@@ -40,7 +42,7 @@ def analyze_code(self, lines: List[str]) -> str:
             Using this JSON schema:
             response = {{"line": int, "message": str, "severity": str, "start_char": int, "end_char": int}}
             Return a `list[response]`
-            '''
+        '''
 
             model = self.gemini_model
             response = model.generate_content(prompt)
diff --git a/app/gemini_config.py b/app/gemini_config.py
index 1d9fba0..a136322 100644
--- a/app/gemini_config.py
+++ b/app/gemini_config.py
@@ -1,5 +1,6 @@
 import streamlit as st
 
+
 class AnalyzerConfigs:
     """
     This class contains configuration settings for the CodeAnalyzer class.
@@ -25,5 +26,3 @@ class AnalyzerConfigs:
         "google style": "https://google.github.io/styleguide/pyguide.html",
         "pep8": "https://pep8.org/",
     }
-
-
diff --git a/app/response_config.py b/app/response_config.py
index 48e18aa..4116223 100644
--- a/app/response_config.py
+++ b/app/response_config.py
@@ -10,4 +10,4 @@ class ResponseData(TypedDict):
     message: str
     severity: str
     start_char: int
-    end_char: int
\ No newline at end of file
+    end_char: int
diff --git a/streamlit.py b/streamlit.py
index afbda03..4e70764 100644
--- a/streamlit.py
+++ b/streamlit.py
@@ -17,7 +17,9 @@
             st.subheader("Style Guide and Suggestions:")
             # Expanders
             for items in data:
-                with st.expander(f"Line `{items['line']}` | Severity: `{items['severity']}`"):
+                with st.expander(
+                    f"Line `{items['line']}` | Severity: `{items['severity']}`"
+                ):
                     st.write(items["message"])
             # JSON output
             st.subheader("Raw API response : ")