Update app.py

app.py

@@ -211,4 +211,19 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
     
     """)
 
+"""
+########## LOADING PRE-COMPUTED EMBEDDINGS ##########
+class_embeddings = pd.read_csv('Embeddings/MainClassEmbeddings.csv')
+
+abstract = """
+#Described herein are strength characteristics and biodegradation of articles produced using one or more “green” sustainable polymers and one or more carbohydrate-based polymers. A compatibilizer can optionally be included in the article. In some cases, the article can include a film, a bag, a bottle, a cap or lid therefore, a sheet, a box or other container, a plate, a cup, utensils, or the like.
+"""
+abstract= clean_data(abstract, type='String')
+abstract_embedding = sentence_embedder(abstract, Model_Path)
+Number = 10
+broad_scope_predictions = broad_scope_class_predictor(class_embeddings, abstract_embedding, Number, Sensitivity='High')
+
+print(broad_scope_class_predictor)
+"""
+
 demo.launch()