diff --git a/litellm/llms/anthropic/experimental_pass_through/adapters/handler.py b/litellm/llms/anthropic/experimental_pass_through/adapters/handler.py index 01c8f39ee80..4935c65f407 100644 --- a/litellm/llms/anthropic/experimental_pass_through/adapters/handler.py +++ b/litellm/llms/anthropic/experimental_pass_through/adapters/handler.py @@ -78,7 +78,7 @@ class LiteLLMMessagesToCompletionTransformationHandler: completion_kwargs["model"] = f"responses/{model}" reasoning_effort = completion_kwargs.get("reasoning_effort") - summary = thinking.get("summary") if isinstance(thinking, dict) else None + summary = thinking.get("summary") if isinstance(reasoning_effort, str) and reasoning_effort: reasoning_dict: Dict[str, Any] = {"effort": reasoning_effort} if summary: diff --git a/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py b/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py index 2af5e35112c..ca1a94237a6 100644 --- a/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py +++ b/litellm/llms/anthropic/experimental_pass_through/adapters/transformation.py @@ -892,7 +892,11 @@ class LiteLLMAnthropicMessagesAdapter: cast(Dict[str, Any], thinking) ) if reasoning_effort: - new_kwargs["reasoning_effort"] = reasoning_effort + summary = thinking.get("summary") if isinstance(thinking, dict) else None + if summary: + new_kwargs["reasoning_effort"] = {"effort": reasoning_effort, "summary": summary} + else: + new_kwargs["reasoning_effort"] = reasoning_effort ## CONVERT OUTPUT_FORMAT to RESPONSE_FORMAT if "output_format" in anthropic_message_request: