Update app.py

app.py

@@ -15,7 +15,9 @@ from langchain.embeddings import HuggingFaceEmbeddings
 from setfit import SetFitModel
 # Download from the 🤗 Hub
 clause_model = SetFitModel.from_pretrained("scholarly360/setfit-contracts-clauses")
-
+import spacy
+# Load the English model from SpaCy
+nlp = spacy.load("en_core_web_md")
 
 def split_into_sentences_with_offsets(text):
     """
@@ -155,8 +157,8 @@ with st.form("my_form"):
         for passage_document in passage_documents:
             text = passage_document.page_content
             metadata = passage_document.metadata
-            preds = model(text)
+            preds = clause_model(text)
             my_list_structure.append({"text": text, "metadata": metadata,"preds":preds })
 
-    df = pd.DataFrame(my_list_structure)
-    df
+        df = pd.DataFrame(my_list_structure)
+        df