Update app.py

app.py

@@ -18,11 +18,28 @@ trait_prefixes = {
     'Openness': 'OPN'
 }
 
-# Create full feature names with full form labels
-feature_labels = []
-for trait in trait_prefixes:
-    for i in range(10):
-        feature_labels.append(f"{trait} Q{i+1}")
+# Example IPIP-FFM questionnaire questions (replace with actual questions)
+questions = [
+    "I am the life of the party.", "I feel comfortable around people.", "I often feel blue.", "I am easily disturbed.", 
+    "I enjoy trying new things.", "I am talkative.", "I don't mind being the center of attention.", "I often get upset.", 
+    "I am interested in abstract ideas.", "I am full of energy.", "I would rather sit at home than go out.", 
+    "I don't like to draw attention to myself.", "I am sometimes easily angered.", "I have frequent mood swings.", 
+    "I like to travel to new places.", "I like to meet new people.", "I enjoy having a wide variety of friends.", 
+    "I am good at handling stress.", "I often feel like I’m not in control of my emotions.", "I prefer variety to routine.", 
+    "I am a very anxious person.", "I prefer to stick to one activity at a time.", "I enjoy being active in social settings.", 
+    "I don’t like to take risks.", "I get along with most people.", "I get bored easily.", "I tend to be impulsive.", 
+    "I like being organized.", "I feel uncomfortable around strangers.", "I avoid conflict with others.", "I have a lot of energy.", 
+    "I find it difficult to express my emotions.", "I often feel lonely.", "I like to keep my thoughts and feelings to myself.", 
+    "I find it difficult to relax.", "I am always prepared.", "I sometimes feel down.", "I find it difficult to focus on one task.", 
+    "I enjoy the company of others.", "I like to talk about my feelings.", "I can’t stand being interrupted.", 
+    "I often forget to do things.", "I am good at understanding other people’s feelings.", "I enjoy taking on challenges.", 
+    "I often feel overwhelmed.", "I like to take my time making decisions.", "I enjoy being in charge.", "I am easily distracted.", 
+    "I get along well with others.", "I enjoy being the center of attention."
+]
+
+# Create sliders with questions
+inputs = [gr.Slider(1.0, 5.0, value=3.0, label=q) for q in questions]
+output = gr.Textbox(label="Prediction")
 
 # Inference function
 def predict_personality(*inputs):
@@ -32,10 +49,7 @@ def predict_personality(*inputs):
     personality = encoder.inverse_transform(pred)[0]
     return f"Predicted Personality: **{personality}**"
 
-# Gradio UI: 50 sliders with full trait names
-inputs = [gr.Slider(1.0, 5.0, value=3.0, label=label) for label in feature_labels]
-output = gr.Textbox(label="Prediction")
-
+# Gradio UI with 50 sliders and full question labels
 demo = gr.Interface(
     fn=predict_personality,
     inputs=inputs,