Update app.py

app.py

@@ -479,7 +479,13 @@ def extract_eval(Ideal_Answer_Text,Ideal_Answer_Diagram,Submitted_Answer_Text,Su
     tfidf_matrix_list1, tfidf_matrix_list2 = compute_tfidf_embeddings(diagram_1_text, diagram_2_text)
     similarity_matrix = compute_cosine_similarity(tfidf_matrix_list1, tfidf_matrix_list2)
     print("Diagram Text Embedding Similarity Score \n")
-    print(similarity_matrix)
+    print(similarity_matrix[0][0])
+    text_sim=similarity_matrix[0][0]
+    img_sim=float(str(diagram_embed_sim_score).split("[")[2].split("]")[0])
+    diagram_similarity=0.7*text_sim+0.3*img_sim
+    print("Diagram Overall Similarity\n")
+    print(diagram_similarity*10)
+