Update app_v1.py

app_v1.py

@@ -269,6 +269,12 @@ def flesch_reading_ease(text):
 def gunning_fog_index(text):
     sentences = pre_process_text(text)
     return textstat.gunning_fog(sentences)
+
+def categorize_metrics(cont_clarity, fk_reading_ease, gunning_fog):
+    clarity_category = "Low" if cont_clarity <= 5 else "Normal" if cont_clarity <= 10 else "High"
+    understandability_category = "Low" if fk_reading_ease <= 29 else "Normal" if fk_reading_ease <= 69 else "High"
+    conciseness_category = "Low" if gunning_fog <= 6 else "Normal" if gunning_fog <= 12 else "High"
+    return clarity_category, understandability_category, conciseness_category
     
 def calculate_readability_metrics(text):
     #fk_grade_level = flesch_kincaid_grade_level(text)
@@ -276,7 +282,7 @@ def calculate_readability_metrics(text):
     fk_reading_ease = flesch_reading_ease(text)
     gunning_fog = gunning_fog_index(text)
     
-    return cont_clarity, fk_reading_ease, gunning_fog
+    return categorize_metrics(cont_clarity, fk_reading_ease, gunning_fog)
 #-------------#
 
 with gr.Blocks(title="RecurrentGPT", css="footer {visibility: hidden}", theme='sudeepshouche/minimalist') as demo: