Add multimodal

app.py

@@ -5,16 +5,37 @@ import re
 
 def load_cpp_file(file):
     text = file.name
-    with open(text,'r',encoding='utf-8') as f:
+    with open(text, 'r', encoding='utf-8') as f:
         content = f.read()
     return content
 
+def Evaluate_Code(code, method):
+    if method == 0:
+        return Evaluate1.eval(code)
+    elif method == 1:
+        return Evaluate2.eval(code)
+    elif method == 2:
+        label1, conf1 = Evaluate1.eval(code)
+        label2, conf2 = Evaluate2.eval(code)
+        conf1_val = float(conf1.replace("%", "").strip())
+        conf2_val = float(conf2.replace("%", "").strip())
+        avg_conf = (conf1_val + conf2_val) / 2.0
+        label = "AI" if avg_conf > 50.0 else "Human"
+        return label, f"{avg_conf:.2f} %"
+    else:
+        return "Invalid method", "0.00 %"
+
 with gr.Blocks() as web:
     with gr.Row():
         with gr.Column(scale=1):
             code_box = gr.Textbox(lines=20, label="C++ Code")
         with gr.Column(scale=1):
             cpp_file = gr.File(label="Upload C++ File (.cpp)", file_types=[".cpp"])
+            method_choice = gr.Radio(
+                choices=["No Format", "Format Code", "Combine"],
+                value=0,
+                label="Evaluation Method"
+            )
             check_btn = gr.Button("Check")
 
     # Result section
@@ -23,25 +44,16 @@ with gr.Blocks() as web:
 
     with gr.Row():
         with gr.Column(scale=1):
-            label_box1 = gr.Textbox(label="Label", interactive=False)
-        with gr.Column(scale=1):
-            confidence_box1 = gr.Textbox(label="AI Percentage", interactive=False)
-            
-    with gr.Row():
-        gr.Markdown("### Result (Code Format) :")
-        
-    with gr.Row():
-        with gr.Column(scale=1):
-            label_box2 = gr.Textbox(label="Label", interactive=False)
+            label_box = gr.Textbox(label="Label", interactive=False)
         with gr.Column(scale=1):
-            confidence_box2 = gr.Textbox(label="AI Percentage", interactive=False)
+            confidence_box = gr.Textbox(label="AI Percentage", interactive=False)
 
     # Bind functions
     cpp_file.change(fn=load_cpp_file, inputs=cpp_file, outputs=code_box)
     check_btn.click(
-    fn=lambda code: Evaluate1.eval(code) + Evaluate2.eval(code),
-    inputs=[code_box],
-    outputs=[label_box1, confidence_box1, label_box2, confidence_box2]
+        fn=Evaluate_Code,
+        inputs=[code_box, method_choice],
+        outputs=[label_box, confidence_box]
     )
 
 web.launch()