Update app.py

app.py

@@ -39,10 +39,10 @@ class VectorStore:
     ## subsetting
     def populate_vectors(self, dataset):
         # Select the text columns to concatenate
-        title = dataset['train']['title_cleaned'][:5000]  # Limiting to 100 examples for the demo
-        recipe = dataset['train']['recipe_new'][:5000]
-        allergy = dataset['train']['allergy_type'][:5000]
-        ingredients = dataset['train']['ingredients_alternatives'][:5000]
+        title = dataset['train']['title_cleaned'][:2000]  # Limiting to 2000 examples for the demo
+        recipe = dataset['train']['recipe_new'][:2000]
+        allergy = dataset['train']['allergy_type'][:2000]
+        ingredients = dataset['train']['ingredients_alternatives'][:2000]
 
         # Concatenate the text from both columns
         texts = [f"{tit} {rep} {ingr} {alle}" for tit, rep, ingr,alle in zip(title, recipe, ingredients,allergy)]