Initial

app.py

@@ -1,22 +1,34 @@
 import gradio as gr
 
 
-def process_submit(semantic, zeroshot, abstract):
+def process_submit(semantic, zeroshot, keywords_options, abstract):
     return f"Test"
 
 
 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']
+extract_keywords_options = ['TF_IDF', 'Spacy Frequency', 'NLTK Frequency', 'NLTK RAKE']
 
-iface = gr.Interface(
-    fn=process_submit,
-    inputs=[
-        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"
-)
+with gr.Blocks() as iface:
+    with gr.Row():
+        with gr.Column(scale=7):
+            with gr.Row():
+                cmb_box_1 = gr.Dropdown(choices=semantic_models, label="Select a semantic model", value='all-mpnet-base-v2')
+                cmb_box_2 = gr.Dropdown(choices=zeroshot_models, label="Select a zeroshot model", value='facebook/bart-large-mnli')
+
+            txt_box_1 = gr.Textbox(lines=10, placeholder="Write here the patent abstract...", label="Patent Abstract")
+            btn_submit = gr.Button("Submit")
+
+        with gr.Column(scale=3):
+            with gr.Row():
+                cmb_box_3 = gr.Dropdown(choices=extract_keywords_options, label="Extract keywords method", value='TF_IDF')
+            output_text = gr.Text(label="Result")
+
+        btn_submit.click(
+            fn=process_submit,
+            inputs=[cmb_box_1, cmb_box_2, cmb_box_3, txt_box_1],
+            outputs=output_text
+        )
 
 
 if __name__ == "__main__":