Update app_v1.py

app_v1.py

@@ -254,9 +254,13 @@ def pre_process_text(text):
 
     return combined_cleaned_text
 
-def flesch_kincaid_grade_level(text):
+#def flesch_kincaid_grade_level(text):
+#    sentences = pre_process_text(text)
+#    return textstat.flesch_kincaid_grade(sentences)
+
+def automated_readability_index():
     sentences = pre_process_text(text)
-    return textstat.flesch_kincaid_grade(sentences)
+    return textstat.automated_readability_index(sentences)
 
 def flesch_reading_ease(text):
     sentences = pre_process_text(text)
@@ -267,11 +271,12 @@ def gunning_fog_index(text):
     return textstat.gunning_fog(sentences)
     
 def calculate_readability_metrics(text):
-    fk_grade_level = flesch_kincaid_grade_level(text)
+    #fk_grade_level = flesch_kincaid_grade_level(text)
+    cont_clarity = automated_readability_index(text)
     fk_reading_ease = flesch_reading_ease(text)
     gunning_fog = gunning_fog_index(text)
     
-    return fk_grade_level, fk_reading_ease, gunning_fog
+    return cont_clarity, fk_reading_ease, gunning_fog
 #-------------#
 
 with gr.Blocks(title="RecurrentGPT", css="footer {visibility: hidden}", theme='sudeepshouche/minimalist') as demo:
@@ -298,9 +303,9 @@ with gr.Blocks(title="RecurrentGPT", css="footer {visibility: hidden}", theme='s
                     label="Written Paragraphs (editable)", max_lines=21, lines=21)
                 with gr.Box():
                     gr.Markdown("### Readability Metrics\n")
-                    fk_grade = gr.Number(label="Flesch-Kincaid Grade Level")
-                    fr_ease = gr.Number(label="Flesch Reading Ease")
-                    g_fog = gr.Number(label="Gunning Fog Index")
+                    clarity = gr.Number(label="Clarity")
+                    understand = gr.Number(label="Understandability")
+                    g_fog = gr.Number(label="Concise")
             
                     calculate_button = gr.Button("Calculate Metrics")
                     
@@ -342,7 +347,7 @@ with gr.Blocks(title="RecurrentGPT", css="footer {visibility: hidden}", theme='s
             short_memory, long_memory, written_paras, instruction1, instruction2, instruction3])
         btn_step.click(step, inputs=[short_memory, long_memory, instruction1, instruction2, instruction3, written_paras], outputs=[
             short_memory, long_memory, written_paras, selected_plan, instruction1, instruction2, instruction3])
-        calculate_button.click(update_metrics, inputs=[written_paras], outputs=[fk_grade, fr_ease, g_fog])
+        calculate_button.click(update_metrics, inputs=[written_paras], outputs=[clarity, understand, g_fog])
 
     with gr.Tab("Human-in-the-Loop"):
         with gr.Row():