diff --git a/libs/partners/openai/langchain_openai/chat_models/base.py b/libs/partners/openai/langchain_openai/chat_models/base.py
index 6d4007e8879..9571781731c 100644
--- a/libs/partners/openai/langchain_openai/chat_models/base.py
+++ b/libs/partners/openai/langchain_openai/chat_models/base.py
@@ -15,6 +15,7 @@ from io import BytesIO
 from math import ceil
 from operator import itemgetter
 from typing import (
+    TYPE_CHECKING,
     Any,
     AsyncIterator,
     Callable,
@@ -100,11 +101,13 @@ from langchain_core.utils.pydantic import (
     is_basemodel_subclass,
 )
 from langchain_core.utils.utils import _build_model_kwargs, from_env, secret_from_env
-from openai.types.responses import Response
 from pydantic import BaseModel, ConfigDict, Field, SecretStr, model_validator
 from pydantic.v1 import BaseModel as BaseModelV1
 from typing_extensions import Self
 
+if TYPE_CHECKING:
+    from openai.types.responses import Response
+
 logger = logging.getLogger(__name__)
 
 # This SSL context is equivelent to the default `verify=True`.
@@ -921,11 +924,15 @@ class BaseChatOpenAI(BaseChatModel):
         if error := response.error:
             raise ValueError(error)
 
-        token_usage = response.usage.model_dump()
+        token_usage = response.usage.model_dump() if response.usage else {}
         generation_info = {}
         for output in response.output:
             if output.type == "message":
-                joined = "".join(content.text for content in output.content)
+                joined = "".join(
+                    content.text
+                    for content in output.content
+                    if content.type == "output_text"
+                )
                 usage_metadata = _create_usage_metadata_responses(token_usage)
                 message = AIMessage(
                     content=joined, id=output.id, usage_metadata=usage_metadata
diff --git a/libs/partners/openai/tests/integration_tests/chat_models/test_base.py b/libs/partners/openai/tests/integration_tests/chat_models/test_base.py
index bfae40ebfd9..e4643c1acee 100644
--- a/libs/partners/openai/tests/integration_tests/chat_models/test_base.py
+++ b/libs/partners/openai/tests/integration_tests/chat_models/test_base.py
@@ -1238,6 +1238,7 @@ def test_web_search() -> None:
     )
     assert isinstance(response, AIMessage)
     assert response.content
+    assert response.usage_metadata
     assert response.usage_metadata["input_tokens"] > 0
     assert response.usage_metadata["output_tokens"] > 0
     assert response.usage_metadata["total_tokens"] > 0
@@ -1253,6 +1254,7 @@ async def test_web_search_async() -> None:
     )
     assert isinstance(response, AIMessage)
     assert response.content
+    assert response.usage_metadata
     assert response.usage_metadata["input_tokens"] > 0
     assert response.usage_metadata["output_tokens"] > 0
     assert response.usage_metadata["total_tokens"] > 0