Update app.py

app.py

@@ -10,15 +10,15 @@ def recommend_ingredients(*ingredients):
     ingredients = [i for i in ingredients if i]
 
     # Get most similar ingredients
-    similar_ingredients = model.wv.most_similar(positive=ingredients, topn=5)
+    similar_ingredients = model.wv.most_similar(positive=ingredients, topn=8)
     
     # Format the output
-    output = {ingredient: round(similarity, 2) for ingredient, similarity in similar_ingredients}
+    output = "\n".join([f"{ingredient}:  %{round(similarity*100, 2)}" for ingredient, similarity in similar_ingredients])
     
     return output
 
-# Get the vocabulary of the model
-vocab = model.wv.index_to_key
+# Get the vocabulary of the model and sort it alphabetically
+vocab = sorted(model.wv.index_to_key)
 
 # Allow user to select multiple ingredients
 ingredient_selections = [gr.inputs.Dropdown(choices=vocab, label=f"Ingredients {i+1}") for i in range(6)]
@@ -27,7 +27,7 @@ ingredient_selections = [gr.inputs.Dropdown(choices=vocab, label=f"Ingredients {
 iface = gr.Interface(
     fn=recommend_ingredients, 
     inputs=ingredient_selections, 
-    outputs="json", 
+    outputs="text", 
     title="Ingredient Recommender",
     description="Select up to 6 ingredients to get recommendations for similar ingredients.",
     layout="vertical"