Create app.py

app.py

@@ -0,0 +1,24 @@
+from product_update_validator import Update_Validator
+import gradio as gr
+
+update_validator = Update_Validator(text_model="DistilRoBERTa-v1", image_model="CLIP-ViT Base", threshold=0.75)
+
+def gradio_interface(text1, image1, text2, image2, threshold=0.75):
+    out = update_validator.validate(text1=text1, image1=image1, text2=text2, image2=image2, threshold=threshold, return_score=True)
+    return out['score'], label['label']
+
+inputs = [
+    gr.inputs.Textbox(lines=5, label="Description 1"),
+    gr.inputs.Image(label="Image 1"),
+    gr.inputs.Textbox(lines=5, label="Description 2"),
+    gr.inputs.Image(label="Image 2"),
+    gr.inputs.Slider(minimum=0, maximum=1, default=0.75, step=0.01, label="Similarity Threshold")
+]
+
+outputs = [
+    gr.outputs.Textbox(label="Similarity Score"),
+    gr.outputs.Textbox(label="Update Label")
+]
+
+iface = gr.Interface(fn=gradio_interface, inputs=inputs, outputs=outputs, title="Product Update Validator")
+iface.launch()