Update app.py

app.py

@@ -36,7 +36,7 @@ def recommend(product_idea, model=model):#, model=model
     indices = np.argsort(cosine_sim_product)[0][::-1]
 
     # Return the top 5 most similar tools
-    recommendations = {data.iloc[indices[i]]['Tools']: {"Description":data.iloc[indices[i]]['Description'],"URL":data.iloc[indices[i]]['URL'],"Logo":data.iloc[indices[i]]['Logo']} for i in range(5)}
+    recommendations = {data.iloc[indices[i]]['Tools']: {"Description":data.iloc[indices[i]]['Description'],"URL":data.iloc[indices[i]]['URL'],"Logo":data.iloc[indices[i]]['Logo']} for i in range(4)}
 
     return recommendations