diff --git a/vectordb_orm/base.py b/vectordb_orm/base.py
index 8f8b74b..f239901 100644
--- a/vectordb_orm/base.py
+++ b/vectordb_orm/base.py
@@ -81,10 +81,10 @@ def from_dict(cls, data: dict):
         :returns: A MilvusBase object.
         :raises ValueError: If an unexpected attribute name is encountered in the dictionary.
         """
-        obj = cls()
+        init_payload = {}
         allowed_keys = list(cls.__annotations__.keys())
         for attribute_name, value in data.items():
             if attribute_name not in allowed_keys:
                 raise ValueError(f"Key `{attribute_name}` is not allowed on {cls.__name__}")
-            setattr(obj, attribute_name, value)
-        return obj
+            init_payload[attribute_name] = value
+        return cls(**init_payload)
diff --git a/vectordb_orm/tests/test_base.py b/vectordb_orm/tests/test_base.py
index 25cbe47..d0bfe1a 100644
--- a/vectordb_orm/tests/test_base.py
+++ b/vectordb_orm/tests/test_base.py
@@ -17,6 +17,19 @@ def test_create_object(session: str, model: Type[VectorSchemaBase]):
     assert my_object.id is None
 
 
+@pytest.mark.parametrize("session,model", SESSION_MODEL_PAIRS)
+def test_from_dict(session: str, model: Type[VectorSchemaBase]):
+    my_object = model.from_dict(
+        {
+            "text": 'example',
+            "embedding": np.array([1.0] * 128)
+        }
+    )
+    assert my_object.text == 'example'
+    assert np.array_equal(my_object.embedding, np.array([1.0] * 128))
+    assert my_object.id is None
+
+
 @pytest.mark.parametrize("session,model", SESSION_MODEL_PAIRS)
 def test_insert_object(session: str, model: Type[VectorSchemaBase], request):
     session : VectorSession = request.getfixturevalue(session)