Update app.py

app.py

@@ -36,13 +36,13 @@ def answer_question(prompt):
     return generated_answer
 
     def calculate_similarity(word, other_words, model, threshold=0.5):
-    embeddings_word = model.encode([word])
-    embeddings_other_words = model.encode(other_words)
-    for i, embedding in enumerate(embeddings_other_words):
-        similarity = 1 - scipy.spatial.distance.cosine(embeddings_word[0], embedding)
-        if similarity > threshold and similarity < 0.85:
-            return i, similarity
-    return None, None
+        embeddings_word = model.encode([word])
+        embeddings_other_words = model.encode(other_words)
+        for i, embedding in enumerate(embeddings_other_words):
+            similarity = 1 - scipy.spatial.distance.cosine(embeddings_word[0], embedding)
+            if similarity > threshold and similarity < 0.85:
+                return i, similarity
+        return None, None
 
 
 def highlight_words_within_cluster(sentences, model, exclude_words):