Update app.py

app.py

@@ -92,7 +92,11 @@ def prediction(prompt, temperature):
     html = molecule("./generation.pdb")
     return seq, protein.sequence, html, html1, "./generation.pdb", "./round_tripped.pdb"
 
-demo = gr.Interface(fn = prediction, inputs = [gr.Textbox(label="Masked protein sequence", info="Use '_' as masking character", value="___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________"), gr.Slider(0,1,label="Temperature")], outputs = [gr.Textbox(label="Originally predicted sequence"),gr.Textbox(label="Inverse folding predicted sequence"),gr.HTML(label="Predicted 3D structure"),gr.HTML(label="Inverse-folding predicted 3D structure"), Molecule3D(label="Predicted molecular structure"), Molecule3D(label="Inverse-folding predicted molecular structure")], title="""<h1 align='center'>Proteins with ESM</h1>
+def return_stuff(prompt, temperature):
+    seq, protein.sequence, html, html1, pdb, pdb1 = prediction(prompt, temperature)
+    return seq, protein.sequence, html, html1, pdb, pdb1
+
+demo = gr.Interface(fn = return_stuff, inputs = [gr.Textbox(label="Masked protein sequence", info="Use '_' as masking character", value="___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________"), gr.Slider(0,1,label="Temperature")], outputs = [gr.Textbox(label="Originally predicted sequence"),gr.Textbox(label="Inverse folding predicted sequence"),gr.HTML(label="Predicted 3D structure"),gr.HTML(label="Inverse-folding predicted 3D structure"), Molecule3D(label="Predicted molecular structure"), Molecule3D(label="Inverse-folding predicted molecular structure")], title="""<h1 align='center'>Proteins with ESM</h1>
     <h2 align='center'>Predict the whole sequence and 3D structure of masked protein sequences!</h2>
     <h3 align='center'>Support this space with a ⭐ on <a href='https://github.com/AstraBert/proteins-w-esm'>GitHub</a></h3>
     <h3 align='center'>Support Evolutionary Scale's ESM with a ⭐ on <a href='https://github.com/evolutionaryscale/esm'>GitHub</a></h3>""", examples = [["___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________", 0.7], ["__________________________________________________________AGQEEYSAMRDQYMRTGEGFLCVFAINNTKSFEDIHQYREQIKRVKDSDDVPMVLVGNKCDLAARTVESRQAQDLARSYGIPYIETSAKTRQGVEDAFYTLVRE___________________________", 0.2], ["__________KTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLH________", 0.5]], cache_examples=False)