Update app.py

app.py

@@ -12,9 +12,7 @@ def process_input(input_data, input_type):
     if input_type == "Text":
         return model.encode_text([input_data]) if input_data.strip() else None
     elif input_type == "Image":
-        if isinstance(input_data, str):  # If it's a file path
-            image = Image.open(input_data).convert("RGB")
-        elif isinstance(input_data, np.ndarray):  # If it's a NumPy array (Gradio default)
+        if isinstance(input_data, np.ndarray):  # If it's a NumPy array (Gradio default)
             image = Image.fromarray(input_data)
         else:
             return None  # Invalid input type
@@ -44,13 +42,13 @@ def compute_similarity(input1, input2, input1_type, input2_type):
     similarity_score = (embedding1 @ embedding2.T).item()
     return f"Similarity Score: {similarity_score:.4f}"
 
-# Function to toggle input fields dynamically
+# Function to toggle input fields dynamically and clear previous values
 def update_visibility(input1_type, input2_type):
     return (
-        gr.update(visible=(input1_type == "Text")),  
-        gr.update(visible=(input1_type == "Image")), 
-        gr.update(visible=(input2_type == "Text")),  
-        gr.update(visible=(input2_type == "Image"))
+        gr.update(visible=(input1_type == "Text"), value="" if input1_type == "Image" else None),  
+        gr.update(visible=(input1_type == "Image"), value=None), 
+        gr.update(visible=(input2_type == "Text"), value="" if input2_type == "Image" else None),  
+        gr.update(visible=(input2_type == "Image"), value=None)
     )
 
 # Gradio UI
@@ -71,7 +69,7 @@ with gr.Blocks() as demo:
 
     output = gr.Textbox(label="Similarity Score / Error", interactive=False)
 
-    # Toggle visibility of inputs dynamically
+    # Toggle visibility of inputs dynamically and clear values
     input1_type.change(update_visibility, inputs=[input1_type, input2_type], 
                        outputs=[input1_text, input1_image, input2_text, input2_image])
     input2_type.change(update_visibility, inputs=[input1_type, input2_type],