Update app.py

app.py

@@ -1,33 +1,22 @@
 import gradio as gr
-import pandas as pd
+import numpy as np
 import similarSearch
-from PIL import Image
-
-df = pd.read_csv('./gallery.csv')
 
 # Function to find similar image IDs for a newly updated image
 def find_similar_images(new_image):
     # Placeholder for your code to find similar image IDs based on the new_image
     similar_ids = similarSearch.predict(new_image)  # Replace with the actual logic for finding similar IDs
+    print(similar_ids)
     return similar_ids
 
-# Function to display images from their paths
-def display_images(image_ids):
-    images = []
-    captions = []
-    for img_id in image_ids:
-        image_path = df.loc[df['seller_img_id'] == img_id, 'img_path'].values[0]
-        image = Image.open(image_path)
-        images.append(image)
-        captions.append(img_id)
-    return images, captions
-
+# Define Gradio interface
 iface = gr.Interface(
     fn=find_similar_images, 
     inputs=gr.inputs.Image(label="Upload Image"), 
-    outputs=gr.outputs.Image(label="Similar Image"),
+    outputs=gr.outputs.JSON(label="Similar Image IDs"),
     title="Image Similarity Finder",
     description="Upload an image to find similar image IDs in the database."
 )
 
+# Launch the Gradio interface
 iface.launch()