Update app.py

app.py

@@ -60,6 +60,9 @@ query_input = gr.Textbox(value="Get rich quick by flipping cheap houses")
 docs_input = gr.Textbox(value=samples, label="Sentences")
 output_scores = gr.DataFrame(label="", wrap=True, scale=2)
 
-gr.Markdown("Here is an example text")
-demo = gr.Interface(fn=do_action, inputs=[query_input, docs_input], outputs=["markdown", output_scores])
+title = "Multilingual Semantic Search Comparison"
+desc = """
+A small demo to compare the [all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2) and [paraphrase-multilingual-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2) embedding models. Notice how the multilingual model scores similar sentences higher, even if they aren't in the same language!
+"""
+demo = gr.Interface(fn=do_action, title=title, description=desc, inputs=[query_input, docs_input], outputs=["markdown", output_scores])
 demo.launch()