Update app.py

app.py

@@ -63,7 +63,10 @@ def get_similar_and_recommend(input_text):
     most_similar_index = np.argmax(similarities)
 
     # Get all features of the most similar video
-   unwanted_keys = ["text_for_embedding", "embeddings"]
+    most_similar_video_features = df.iloc[most_similar_index].to_dict()
+
+    # Exclude unwanted features
+    unwanted_keys = ["text_for_embedding", "embeddings"]
     for key in unwanted_keys:
         if key in most_similar_video_features:
             del most_similar_video_features[key]