Update app.py

app.py

@@ -61,12 +61,12 @@ with gr.Blocks() as demo:
     gr.Markdown("## Sentence-Transformer based AI-Generated-Patent-Abstract Search")
     with gr.Row():
         with gr.Column():
-            model_selector = gr.Dropdown(choices=list(model_options.keys()), label="Chose Sentence-Transformer")
-            text_input = gr.Textbox(lines=2, placeholder="machine learning for drug dosing", label="input_text (example: machine learning for drug dosing. Remark: This is only a small number of AI generated machine learning patents!)")
-            submit_button = gr.Button("search")
+            model_selector = gr.Dropdown(choices=list(model_options.keys()), label="Choose Sentence-Transformer")
+            text_input = gr.Textbox(lines=2, placeholder="machine learning for drug dosing", label="Input Text (example: machine learning for drug dosing. Remark: This is only a small number of AI generated machine learning patents!)")
+            submit_button = gr.Button("Search")
             
         with gr.Column():
-            output = gr.Textbox(label="top 5 patent abstracts (if available)")
+            output = gr.HTML(label="Top 5 Patent Abstracts")
     
     submit_button.click(find_similar_texts, inputs=[model_selector, text_input], outputs=output)