Update app.py

app.py

@@ -46,8 +46,8 @@ def find_most_similar_matn(text, n):
     cos_sim = cosine_similarity(embed_text.reshape(1, -1), arr)
     indices = np.argsort(cos_sim)[0][-n:]
     matns = df.iloc[indices]
-    matns['Similarity'] = np.round(cos_sim[0][indices], decimals=2)
-    return matns[['Book_Name', 'matn', 'taraf_ID', 'Book_ID', 'Hadith Number', 'Author', 'Similarity']]
+    matns['Similarity'] = cos_sim[0][indices]
+    return matns[['Book_Name', 'matn', 'taraf_ID', 'Book_ID', 'Hadith Number', 'Author', 'Similarity']].style.format("{:.2f}")
 
 with gr.Blocks() as demo:
     text_input = gr.Textbox()