diff --git a/scrapegraphai/utils/copy.py b/scrapegraphai/utils/copy.py
index 2defbfa3..99cf8419 100644
--- a/scrapegraphai/utils/copy.py
+++ b/scrapegraphai/utils/copy.py
@@ -1,17 +1,39 @@
 import copy
-from typing import Any, Dict, Optional
-from pydantic.v1 import BaseModel
+from typing import Any
+
 
 class DeepCopyError(Exception):
     """Custom exception raised when an object cannot be deep-copied."""
+
     pass
 
+
+def is_boto3_client(obj):
+    import sys
+
+    # check boto3 module imprort
+    boto3_module = sys.modules.get("boto3")
+
+    if boto3_module:
+        # boto3 use botocore client so here we import botocore
+        # if boto3 was imported the botocore will be import automatically normally
+        try:
+            from botocore.client import BaseClient
+
+            return isinstance(obj, BaseClient)
+        except (AttributeError, ImportError):
+            # if the module is not imported, or the BaseClient class does not exist, return False
+            # if custome module name is boto3, the BaseClient class does not exist,
+            return False
+    return False
+
+
 def safe_deepcopy(obj: Any) -> Any:
     """
     Attempts to create a deep copy of the object using `copy.deepcopy`
     whenever possible. If that fails, it falls back to custom deep copy
     logic. If that also fails, it raises a `DeepCopyError`.
-    
+
     Args:
         obj (Any): The object to be copied, which can be of any type.
 
@@ -24,7 +46,7 @@ def safe_deepcopy(obj: Any) -> Any:
     """
 
     try:
-        
+
         # Try to use copy.deepcopy first
         return copy.deepcopy(obj)
     except (TypeError, AttributeError) as e:
@@ -33,7 +55,7 @@ def safe_deepcopy(obj: Any) -> Any:
         # Handle dictionaries
         if isinstance(obj, dict):
             new_obj = {}
-            
+
             for k, v in obj.items():
                 new_obj[k] = safe_deepcopy(v)
             return new_obj
@@ -41,7 +63,7 @@ def safe_deepcopy(obj: Any) -> Any:
         # Handle lists
         elif isinstance(obj, list):
             new_obj = []
-            
+
             for v in obj:
                 new_obj.append(safe_deepcopy(v))
             return new_obj
@@ -49,7 +71,7 @@ def safe_deepcopy(obj: Any) -> Any:
         # Handle tuples (immutable, but might contain mutable objects)
         elif isinstance(obj, tuple):
             new_obj = tuple(safe_deepcopy(v) for v in obj)
-            
+
             return new_obj
 
         # Handle frozensets (immutable, but might contain mutable objects)
@@ -57,19 +79,16 @@ def safe_deepcopy(obj: Any) -> Any:
             new_obj = frozenset(safe_deepcopy(v) for v in obj)
             return new_obj
 
+        elif is_boto3_client(obj):
+            return obj
+
         # Handle objects with attributes
-        elif hasattr(obj, "__dict__"):
+        else:
             # If an object cannot be deep copied, then the sub-properties of \
             # the object will not be analyzed and shallow copy will be used directly.
             try:
                 return copy.copy(obj)
             except (TypeError, AttributeError):
-                raise DeepCopyError(f"Cannot deep copy the object of type {type(obj)}") from e
-
-
-        # Attempt shallow copy as a fallback
-        try:
-            return copy.copy(obj)
-        except (TypeError, AttributeError):
-            raise DeepCopyError(f"Cannot deep copy the object of type {type(obj)}") from e
-            
+                raise DeepCopyError(
+                    f"Cannot deep copy the object of type {type(obj)}"
+                ) from e
diff --git a/tests/utils/copy_utils_test.py b/tests/utils/copy_utils_test.py
index 90c85d34..4f684088 100644
--- a/tests/utils/copy_utils_test.py
+++ b/tests/utils/copy_utils_test.py
@@ -184,3 +184,9 @@ def test_with_pydantic():
     copy_obj = safe_deepcopy(original)
     assert copy_obj.value == original.value
     assert copy_obj is not original 
+
+def test_with_boto3():
+    import boto3
+    boto_client = boto3.client("bedrock-runtime", region_name="us-west-2")
+    copy_obj = safe_deepcopy(boto_client)
+    assert copy_obj == boto_client
\ No newline at end of file