Update app.py

app.py

@@ -41,7 +41,7 @@ def ocr_and_extract(image, text_query):
         )
 
         # Perform the search query on the indexed image
-        results = rag_model.search(text_query, k=1, index_name=unique_index_name)
+        results = rag_model.search(text_query, k=1)  # Removed index_name argument
 
         # Prepare the input for Qwen2-VL
         image_data = Image.open(temp_image_path)