Update backend.py

backend.py

@@ -5,13 +5,18 @@ from PIL import Image, UnidentifiedImageError
 from io import BytesIO
 import matplotlib.pyplot as plt
 import urllib3
-from transformers import pipeline, BitsAndBytesConfig
+from transformers import pipeline
+from transformers import BitsAndBytesConfig
 import torch
 import textwrap
-from haversine import haversine
-from geopy.geocoders import Nominatim
+import pandas as pd
+import numpy as np
+from haversine import haversine  # Install haversine library: pip install haversine
+from transformers import AutoProcessor, LlavaForConditionalGeneration
+from transformers import BitsAndBytesConfig
+import torch
 from huggingface_hub import InferenceClient
-import os
+
 IS_SPACES_ZERO = os.environ.get("SPACES_ZERO_GPU", "0") == "1"
 IS_SPACE = os.environ.get("SPACE_ID", None) is not None