diff --git a/DocAI Incubator Tools/best-practices/Pre Post Bounding Box Mismatch/readme.md b/DocAI Incubator Tools/best-practices/Pre Post Bounding Box Mismatch/readme.md
index eeb0a4e33..8c54dc417 100644
--- a/DocAI Incubator Tools/best-practices/Pre Post Bounding Box Mismatch/readme.md	
+++ b/DocAI Incubator Tools/best-practices/Pre Post Bounding Box Mismatch/readme.md	
@@ -2,7 +2,7 @@
 
 This tool is a comparison utility script designed to detect two primary issues: Parser issue and OCR issue. The output generated by the tool consists of a summary JSON file that provides basic stats and the count of OCR and Parser issues for entities present in each document. Additionally, analysis CSV files are also produced.
 
-### Issues Defined
+## Issues Defined
 
 - **Parser issue:** 
   Identified when the bounding box fails to encompass the entire text region, resulting in incomplete text capture. When users access the HITL worker UI, they adjust the bounding box to cover the entire text region and save their changes. This script highlights such discrepancies.
@@ -10,7 +10,7 @@ This tool is a comparison utility script designed to detect two primary issues:
 - **OCR issue:** 
   Recognized when the bounding box does cover the entire text region, but the resultant text is not captured fully. These cases are flagged by the script.
 
-### Inputs 
+## Inputs 
 
 - **project_id:** Provide the specific project ID.
   
@@ -28,7 +28,7 @@ A summary JSON file is also generated, emphasizing counts of bounding box mismat
 
 For a granular analysis of each file, refer to the CSV files located in the `analysis/` folder.
 
-### Table Structure
+## Table Structure
 
 The result output table is structured with the following columns:
 
diff --git a/DocAI Incubator Tools/best-practices/Utilities/utilities.py b/DocAI Incubator Tools/best-practices/Utilities/utilities.py
index 2beeb84ac..4b8898caa 100644
--- a/DocAI Incubator Tools/best-practices/Utilities/utilities.py	
+++ b/DocAI Incubator Tools/best-practices/Utilities/utilities.py	
@@ -66,7 +66,7 @@ def check_create_bucket(bucket_name):
     try:
         bucket = storage_client.get_bucket(bucket_name)
         print(f"Bucket {bucket_name} already exists.")
-    except:
+    except Exception:
         bucket = storage_client.create_bucket(bucket_name)
         print(f"Bucket {bucket_name} created.")
 
@@ -82,7 +82,9 @@ def bucket_delete(bucket_name):
         bucket_name (str): The name of the bucket to be deleted.
 
     Returns:
-        None. If the bucket exists, it will be deleted. If it doesn't exist or an error occurs, the function will silently pass.
+        None. If the bucket exists, it will be deleted. 
+        If it doesn't exist or an error occurs, 
+        the function will silently pass.
     """
 
     print("Deleting bucket:", bucket_name)
@@ -92,7 +94,7 @@ def bucket_delete(bucket_name):
     try:
         bucket = storage_client.get_bucket(bucket_name)
         bucket.delete(force=True)
-    except:
+    except Exception:
         pass
 
 
@@ -127,8 +129,12 @@ def matching_files_two_buckets(bucket_1, bucket_2):
 
     Returns:
         tuple: A tuple containing two dictionaries:
-            1. matched_files_dict: Dictionary with filenames from bucket_1 as keys and corresponding similar filenames from bucket_2 as values.
-            2. non_matched_files_dict: Dictionary with filenames from bucket_1 as keys and a message indicating no similar file was found in bucket_2 as values.
+            1. matched_files_dict: Dictionary with filenames from 
+            bucket_1 as keys and corresponding similar filenames 
+            from bucket_2 as values.
+            2. non_matched_files_dict: Dictionary with filenames from 
+            bucket_1 as keys and a message indicating no similar file 
+            was found in bucket_2 as values.
     """
 
     bucket_1_blobs = list_blobs(bucket_1)
@@ -234,7 +240,7 @@ def JsonToDataframe(data):
 
                         try:
                             page = subentity.page_anchor.page_refs[0].page
-                        except:
+                        except Exception:
                             page = 0
                         bbox = [
                             round(min(x_1), 8),
@@ -248,7 +254,7 @@ def JsonToDataframe(data):
                             bbox,
                             page,
                         ]
-                    except:
+                    except Exception:
                         continue
 
             except Exception as e:
@@ -265,7 +271,7 @@ def JsonToDataframe(data):
                     y_1 = [xy.y for xy in coordinates_xy]
                     try:
                         page = entity.page_anchor.page_refs[0].page
-                    except:
+                    except Exception:
                         page = 0
 
                     bbox = [
@@ -647,7 +653,8 @@ def get_document_schema(location, project_number, processor_id, processor_versio
     client = documentai.DocumentProcessorServiceClient(client_options=opts)
 
     # Construct the request.
-    name = f"projects/{project_number}/locations/{location}/processors/{processor_id}/processorVersions/{processor_version_id}"
+    name = f"projects/{project_number}/locations/{location}/processors/\
+    {processor_id}/processorVersions/{processor_version_id}"
     request = documentai.GetProcessorVersionRequest(name=name)
 
     # Fetch the processor version details.