Update app.py

app.py

@@ -19,10 +19,16 @@ def plot_similarity_score(taraf_num):
     embed_taraf = taraf_df['embed'].to_list()
     cos_score = cosine_similarity(embed_taraf)
     fig = px.imshow(cos_score)
-    return fig, taraf_df[['matn', 'Number']]
+    matr = cos_score
+    rows, cols = matr.shape
+    mask = np.tril(np.ones((rows, cols), dtype=bool), k=-1)
+    lower_triangle = matr[mask]
+    data = lower_triangle.flatten()
+    fig_dis = px.histogram(x = data,  title = f'Similarity Distribution for Taraf {taraf_num} using ', labels = {'x': 'Similarity Score'}, nbins = 20, template = 'ggplot2' )
+    return fig, , fig_dis, taraf_df[['matn', 'Number']]
 
 with gr.Blocks() as demo: 
   taraf_number = gr.Slider(1,taraf_max , value=10000, label="Taraf", info="Choose the Taraf to Input", step = 1)
   btn = gr.Button('Submit')
-  btn.click(fn = plot_similarity_score, inputs = [taraf_number], outputs = [gr.Plot(), gr.DataFrame()])
+  btn.click(fn = plot_similarity_score, inputs = [taraf_number], outputs = [gr.Plot(),gr.Plot(), gr.DataFrame()])
   demo.launch()