diff --git a/lib/crewai/src/crewai/llm.py b/lib/crewai/src/crewai/llm.py
index db126954e..cbef0d6de 100644
--- a/lib/crewai/src/crewai/llm.py
+++ b/lib/crewai/src/crewai/llm.py
@@ -1121,7 +1121,7 @@ def _handle_non_streaming_response(
                 call_type=LLMCallType.LLM_CALL,
                 from_task=from_task,
                 from_agent=from_agent,
-                messages=params["messages"],
+                messages=messages,
                 usage=None,
             )
             return structured_response
@@ -1277,7 +1277,7 @@ async def _ahandle_non_streaming_response(
                 call_type=LLMCallType.LLM_CALL,
                 from_task=from_task,
                 from_agent=from_agent,
-                messages=params["messages"],
+                messages=messages,
                 usage=None,
             )
             return structured_response