Update app.py

app.py

@@ -1,7 +1,16 @@
+from sentence_transformers import SentenceTransformer
 import gradio as gr
 import numpy as np
 import faiss
 
+# Cargar el modelo de Sentence Transformers
+model_name="quora-distilbert-multilingual"
+model = SentenceTransformer(model_name)
+
+# Función para vectorizar un texto
+def vectorize_text(text):
+    return model.encode([text])[0]
+    
 # Cargar el índice de Faiss
 index = faiss.read_index("faiss_train_index.index")