Upload app.py

app.py

@@ -150,7 +150,7 @@ def recommend_books(target_book: str, num_recommendations: int = 10) -> str:
     result += "\n\n".join([
         f"{idx}. Title: {dataset.loc[dataset['Book-Title'] == row['book'], 'Book-Title'].values[0]}, "
         f"ISBN: {dataset.loc[dataset['Book-Title'] == row['book'], 'ISBN'].values[0]}, "
-        f"Rating: {ratings_by_isbn.loc[ratings_by_isbn['ISBN'] == dataset.loc[dataset['Book-Title'] == row['book'], 'ISBN'].values[0], 'rating'].values[0]}"
+        f"Rating: {ratings_by_isbn.loc[ratings_by_isbn['ISBN'] == dataset.loc[dataset['Book-Title'] == row['book'], 'ISBN'].values[0], 'Book-Rating'].values[0]}"
         for idx, (_, row) in enumerate(recommendations.iterrows(), 1)
     ])