Initial

app.py

@@ -1,33 +1,23 @@
 import gradio as gr
 
 
-def preenche_descricao(exemplo):
-    return exemplo
-
-
-def processa_submissao(descricao, categoria):
+def process_submit(semantic, zeroshot, abstract):
     return f"Test"
 
 
-exemplos_descricao = [
-    "DESC1...",
-    "DESC2"
-]
-
-
-categorias = ["Tecnologia", "Química", "Farmacêutica", "Mecânica", "Outro"]
-
+semantic_models = ['all-mpnet-base-v2', 'msmarco-distilbert-dot-v5', 'distilbert-base-uncased', 'all-MiniLM-L6-v2', 'all-MiniLM-L12-v2', 'microsoft/mpnet-base']
+zeroshot_models = ['facebook/bart-large-mnli']
 
 iface = gr.Interface(
-    fn=processa_submissao,
+    fn=process_submit,
     inputs=[
-        gr.Dropdown(choices=categorias, label="Categoria da Patente"),
-        gr.Textbox(lines=10, placeholder="Digite a descrição da patente aqui...", label="Descrição da Patente")
+        gr.Dropdown(choices=semantic_models, label="Select a semantic model", value='all-mpnet-base-v2'),
+        gr.Dropdown(choices=zeroshot_models, label="Select a zeroshot model", value='facebook/bart-large-mnli'),
+        gr.Textbox(lines=10, placeholder="Write here the patent abstract...", label="Patent Abstract")
     ],
     outputs="text"
 )
 
-iface.cache_examples(exemplos_descricao, preenche_descricao)
 
 if __name__ == "__main__":
     iface.launch(show_api=False)