Create app.py

app.py

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+import gradio as gr
+
+# Assuming 'predict_stability' is your function that predicts protein stability
+def predict_stability(pdb_file=None, sequence=None):
+    # Dummy return for illustration; replace with your actual prediction logic
+    return "Predicted Stability: Example Output"
+
+# Gradio Interface
+with gr.Blocks() as demo:
+    gr.Markdown(
+        """
+        # Protein Stability Prediction
+        **Predict the stability of a protein from its sequence or PDB file.**
+        """
+    )
+    
+    with gr.Tabs():
+        with gr.TabItem("Upload PDB File"):
+            gr.Markdown("### Upload your PDB file:")
+            pdb_file = gr.File(label="Upload PDB File")
+            predict_button = gr.Button("Predict Stability")
+            prediction_output = gr.Textbox(label="Stability Prediction", interactive=False)
+
+            predict_button.click(fn=predict_stability, inputs=pdb_file, outputs=prediction_output)
+        
+        with gr.TabItem("Enter Protein Sequence"):
+            gr.Markdown("### Enter the protein sequence:")
+            sequence = gr.Textbox(
+                label="Protein Sequence",
+                placeholder="Enter your protein sequence here...",
+                lines=8,
+            )
+            predict_button = gr.Button("Predict Stability")
+            prediction_output = gr.Textbox(label="Stability Prediction", interactive=False)
+
+            predict_button.click(fn=predict_stability, inputs=sequence, outputs=prediction_output)
+    
+    with gr.Row():
+        gr.Markdown(
+            """
+            ### How to Use:
+            - **Upload PDB File**: Choose the 'Upload PDB File' tab and upload your file.
+            - **Enter Sequence**: Alternatively, switch to the 'Enter Protein Sequence' tab and input your sequence.
+            - **Predict**: Click 'Predict Stability' to receive the prediction.
+            """
+        )
+    
+    gr.Markdown(
+        """
+        ### About the Tool
+        This tool allows researchers and scientists to predict the stability of proteins using advanced algorithms. It supports both PDB file uploads and direct sequence input.
+        """
+    )
+
+demo.launch()