Update app.py

app.py

@@ -2,9 +2,18 @@ import gradio as gr
 from sentence_transformers import SentenceTransformer
 from sklearn.metrics.pairwise import cosine_similarity
 import spacy
+import zipfile
 
-# Carica SpaCy
-nlp = spacy.load("en_core_web_sm")  # Assicurati di avere installato il modello SpaCy `en_core_web_sm`
+# Estrai il file ZIP
+zip_path = os.path.join(os.getcwd(), "en_core_web_sm.zip")
+extract_dir = os.path.join(os.getcwd(), "en_core_web_sm")
+
+if not os.path.exists(extract_dir):
+    with zipfile.ZipFile(zip_path, 'r') as zip_ref:
+        zip_ref.extractall(extract_dir)
+
+# Carica il modello
+nlp = spacy.load(extract_dir)
 
 # Carica il modello SentenceTransformer
 model = SentenceTransformer('sentence-transformers/all-mpnet-base-v2', device='cpu')