Create app.py

app.py

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+import gradio as gr
+
+# Function to evaluate slogans
+def evaluate_slogans(slogans_X, slogans_Y):
+    wins_X, wins_Y = 0, 0
+    for (slogan_X, score_X), (slogan_Y, score_Y) in zip(slogans_X, slogans_Y):
+        if score_X > score_Y:
+            wins_X += 1
+        else:
+            wins_Y += 1
+    success_rate_X = (wins_X / len(slogans_X)) * 100
+    success_rate_Y = (wins_Y / len(slogans_Y)) * 100
+    return f"Model X Success Rate: {success_rate_X:.2f}%", f"Model Y Success Rate: {success_rate_Y:.2f}%"
+
+# Gradio interface
+def gradio_interface(slogans_X_text, slogans_Y_text):
+    # Convert input text to lists
+    slogans_X = [tuple(item.split(",")) for item in slogans_X_text.strip().split("\n")]
+    slogans_Y = [tuple(item.split(",")) for item in slogans_Y_text.strip().split("\n")]
+    
+    # Convert scores to float
+    slogans_X = [(slogan, float(score)) for slogan, score in slogans_X]
+    slogans_Y = [(slogan, float(score)) for slogan, score in slogans_Y]
+    
+    return evaluate_slogans(slogans_X, slogans_Y)
+
+# Launch Gradio app
+iface = gr.Interface(
+    fn=gradio_interface,
+    inputs=[
+        gr.Textbox(label="Slogans from Model X (format: slogan,score per line)"),
+        gr.Textbox(label="Slogans from Model Y (format: slogan,score per line)")
+    ],
+    outputs=[
+        gr.Textbox(label="Model X Success Rate"),
+        gr.Textbox(label="Model Y Success Rate")
+    ],
+    title="Gym Campaign Slogan Comparator",
+    description="Compare the effectiveness of slogans generated by two models for a gym campaign."
+)
+
+iface.launch()