Update app.py

app.py

@@ -43,16 +43,18 @@ class VectorStore:
 
     def populate_vectors(self, dataset):
         # Sélectionner les colonnes pertinentes à concaténer
-        names = dataset['train']['name'][:20]
-        ingredients = dataset['train']['ingredients'][:20]
-        instructions = dataset['train']['instructions'][:20]
-        cuisine = dataset['train']['cuisine'][:20]
-        total_time = dataset['train']['total_time'][:20]
+        names = dataset['train']['name'][:200]
+        ingredients = dataset['train']['ingredients'][:200]
+        instructions = dataset['train']['instructions'][:200]
+        cuisine = dataset['train']['cuisine'][:200]
+        total_time = dataset['train']['total_time'][:200]
 
         # Concaténer les textes à partir des colonnes sélectionnées
         texts = [
-            f"Name: {name}. Ingredients: {ingr}. Instructions: {instr}. Cuisine: {cui}. Total time: {total} minutes."
-            for name, ingr, instr, cui, total in zip(names, ingredients, instructions, cuisine, total_time)
+            #f"Name: {name}. Ingredients: {ingr}. Instructions: {instr}. Cuisine: {cui}. Total time: {total} minutes."
+            #for name, ingr, instr, cui, total in zip(names, ingredients, instructions, cuisine, total_time)
+            f"Name: {name}. Ingredients: {ingr}. Instructions: {instr}."
+            for name, ingr, instr, cui, total in zip(names, ingredients, instructions)           
         ]
 
         # Ajouter les embeddings au store de vecteurs