diff --git a/libs/community/langchain_community/llms/openllm.py b/libs/community/langchain_community/llms/openllm.py
index fa3b03e1f98d5..5d43e7ea265d3 100644
--- a/libs/community/langchain_community/llms/openllm.py
+++ b/libs/community/langchain_community/llms/openllm.py
@@ -308,10 +308,12 @@ async def _acall(
             self._identifying_params["model_name"], **copied
         )
         if self._client:
-            async_client = openllm.client.AsyncHTTPClient(self.server_url)
+            async_client = openllm.client.AsyncHTTPClient(self.server_url, self.timeout)
             res = (
-                await async_client.generate(prompt, **config.model_dump(flatten=True))
-            ).responses[0]
+                (await async_client.generate(prompt, **config.model_dump(flatten=True)))
+                .outputs[0]
+                .text
+            )
         else:
             assert self._runner is not None
             (