We have changed the app code to add the names of the images to the

app.py

@@ -1,20 +1,31 @@
 import configparser
 import gradio as gr
 import numpy as np
+import pandas as pd
 from search_engine_model import SearchEngineModel
 
 def get_image_embeddings(input_image_paths_list):
     search_engine_model = SearchEngineModel()
 
     model, preprocess = search_engine_model.load_clip_model()
+    images_paths_list = []
     image_embeddings_list = []
     for current_input_image_path_aux in input_image_paths_list:
         current_image_embeddings = search_engine_model.encode_image(model, preprocess, current_input_image_path_aux)
         image_embeddings_list.append(current_image_embeddings.values[0])
 
     image_embeddings_np = np.array(image_embeddings_list)
+    image_embeddings_df = pd.DataFrame(image_embeddings_np)
+    image_embeddings_df.insert(0, "image_name", input_image_paths_list)
+    image_embeddings_np = image_embeddings_df.values
 
-    return image_embeddings_np
+    output_df = gr.DataFrame(
+        type="numpy", 
+        headers=['image_name'] + [f'feature_{it}' for it in range(0, len(image_embeddings_df.columns)-1)],
+        value=image_embeddings_np
+    )
+
+    return output_df
 
 def main():
     config_manager_obj = configparser.ConfigParser()