diff --git a/libs/core/langchain_core/utils/_merge.py b/libs/core/langchain_core/utils/_merge.py
index e21fdd96621fe1..13b91270c70d8a 100644
--- a/libs/core/langchain_core/utils/_merge.py
+++ b/libs/core/langchain_core/utils/_merge.py
@@ -19,11 +19,9 @@ def merge_dicts(left: Dict[str, Any], right: Dict[str, Any]) -> Dict[str, Any]:
     for k, v in right.items():
         if k not in merged:
             merged[k] = v
-        elif merged[k] is None and v:
+        elif v is not None and merged[k] is None:
             merged[k] = v
-        elif v is None:
-            continue
-        elif merged[k] == v:
+        elif v is None or merged[k] == v:
             continue
         elif type(merged[k]) != type(v):
             raise TypeError(
diff --git a/libs/core/tests/unit_tests/utils/test_utils.py b/libs/core/tests/unit_tests/utils/test_utils.py
index e6dedb2a5a86bf..a69ea2510b41fa 100644
--- a/libs/core/tests/unit_tests/utils/test_utils.py
+++ b/libs/core/tests/unit_tests/utils/test_utils.py
@@ -1,9 +1,12 @@
-from typing import Dict, Optional, Tuple, Type
+import re
+from contextlib import AbstractContextManager, nullcontext
+from typing import Dict, Optional, Tuple, Type, Union
 from unittest.mock import patch
 
 import pytest
 
 from langchain_core.utils import check_package_version
+from langchain_core.utils._merge import merge_dicts
 
 
 @pytest.mark.parametrize(
@@ -28,3 +31,74 @@ def test_check_package_version(
         else:
             with pytest.raises(expected[0], match=expected[1]):
                 check_package_version(package, **check_kwargs)
+
+
+@pytest.mark.parametrize(
+    ("left", "right", "expected"),
+    (
+        # Merge `None` and `1`.
+        ({"a": None}, {"a": 1}, {"a": 1}),
+        # Merge `1` and `None`.
+        ({"a": 1}, {"a": None}, {"a": 1}),
+        # Merge `None` and a value.
+        ({"a": None}, {"a": 0}, {"a": 0}),
+        ({"a": None}, {"a": "txt"}, {"a": "txt"}),
+        # Merge equal values.
+        ({"a": 1}, {"a": 1}, {"a": 1}),
+        ({"a": 1.5}, {"a": 1.5}, {"a": 1.5}),
+        ({"a": True}, {"a": True}, {"a": True}),
+        ({"a": False}, {"a": False}, {"a": False}),
+        ({"a": "txt"}, {"a": "txt"}, {"a": "txt"}),
+        ({"a": [1, 2]}, {"a": [1, 2]}, {"a": [1, 2]}),
+        ({"a": {"b": "txt"}}, {"a": {"b": "txt"}}, {"a": {"b": "txt"}}),
+        # Merge strings.
+        ({"a": "one"}, {"a": "two"}, {"a": "onetwo"}),
+        # Merge dicts.
+        ({"a": {"b": 1}}, {"a": {"c": 2}}, {"a": {"b": 1, "c": 2}}),
+        (
+            {"function_call": {"arguments": None}},
+            {"function_call": {"arguments": "{\n"}},
+            {"function_call": {"arguments": "{\n"}},
+        ),
+        # Merge lists.
+        ({"a": [1, 2]}, {"a": [3]}, {"a": [1, 2, 3]}),
+        ({"a": 1, "b": 2}, {"a": 1}, {"a": 1, "b": 2}),
+        ({"a": 1, "b": 2}, {"c": None}, {"a": 1, "b": 2, "c": None}),
+        #
+        # Invalid inputs.
+        #
+        (
+            {"a": 1},
+            {"a": "1"},
+            pytest.raises(
+                TypeError,
+                match=re.escape(
+                    'additional_kwargs["a"] already exists in this message, '
+                    "but with a different type."
+                ),
+            ),
+        ),
+        (
+            {"a": (1, 2)},
+            {"a": (3,)},
+            pytest.raises(
+                TypeError,
+                match=(
+                    "Additional kwargs key a already exists in left dict and value "
+                    "has unsupported type .+tuple.+."
+                ),
+            ),
+        ),
+    ),
+)
+def test_merge_dicts(
+    left: dict, right: dict, expected: Union[dict, AbstractContextManager]
+) -> None:
+    if isinstance(expected, AbstractContextManager):
+        err = expected
+    else:
+        err = nullcontext()
+
+    with err:
+        actual = merge_dicts(left, right)
+        assert actual == expected