fix: resolve pillow unidentified image error and figure number collisions

app/main.py

@@ -1262,7 +1262,7 @@ def _resolve_existing_image_path(value: object) -> str:
                     elif os.path.exists("/app"):
                         rec_path = rec_path.replace("C:/Users/supri/recovered-rag-project", "/app")
                         
-                if norm_id in record.entity_id or record.entity_id in norm_id:
+                if (norm_id in record.entity_id or record.entity_id in norm_id) and match_by_digits_and_category(filename, record.entity_id):
                     path_suffix = Path(rec_path).suffix.lower()
                     if path_suffix in [".png", ".jpg", ".jpeg", ".webp", ".gif"] and os.path.exists(rec_path) and os.path.getsize(rec_path) > 1000:
                         return rec_path

streamlit_ui/StreamlitApp.py

@@ -2611,7 +2611,11 @@ def display_image_robustly(img_path: str):
         
         found_path = None
         for path in possible_paths:
-            if os.path.exists(path):
+            is_lfs = False
+            if "assets/extracted_images" in path.lower():
+                if os.path.exists(path) and os.path.getsize(path) <= 1000:
+                    is_lfs = True
+            if os.path.exists(path) and not is_lfs:
                 found_path = path
                 break
 
@@ -2692,7 +2696,7 @@ def _resolve_existing_image_path(value: object) -> str:
                     elif os.path.exists("/app"):
                         rec_path = rec_path.replace("C:/Users/supri/recovered-rag-project", "/app")
                 
-                if norm_id in record.entity_id or record.entity_id in norm_id:
+                if (norm_id in record.entity_id or record.entity_id in norm_id) and match_by_digits_and_category(filename, record.entity_id):
                     path_suffix = Path(rec_path).suffix.lower()
                     if path_suffix in [".png", ".jpg", ".jpeg", ".webp", ".gif"] and os.path.exists(rec_path) and os.path.getsize(rec_path) > 1000:
                         return rec_path