diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py index b995a948dd8..a4d37810f82 100644 --- a/litellm/llms/bedrock/chat/converse_transformation.py +++ b/litellm/llms/bedrock/chat/converse_transformation.py @@ -426,8 +426,8 @@ class AmazonConverseConfig(BaseConfig): if "gpt-oss" in model: optional_params["reasoning_effort"] = reasoning_effort elif "openai.gpt-5" in model: - optional_params.pop("thinking", None) - optional_params["reasoning"] = {"effort": reasoning_effort} + reasoning: Final[BedrockConverseGptReasoningEffortBlock] = {"effort": reasoning_effort} + optional_params["reasoning"] = reasoning elif self._is_nova_2_model(model): reasoning_config: Final = self._transform_reasoning_effort_to_reasoning_config(reasoning_effort) optional_params.update(reasoning_config) diff --git a/litellm/types/llms/bedrock.py b/litellm/types/llms/bedrock.py index 6ae2e31fe60..ed23db597ae 100644 --- a/litellm/types/llms/bedrock.py +++ b/litellm/types/llms/bedrock.py @@ -3,7 +3,7 @@ from collections.abc import Sequence from enum import Enum from typing import TYPE_CHECKING, Any, Final, Literal -from typing_extensions import Required, TypedDict, override +from typing_extensions import ReadOnly, Required, TypedDict, override from .openai import ChatCompletionToolCallChunk @@ -97,6 +97,10 @@ class BedrockConverseReasoningContentBlockDelta(TypedDict, total=False): text: str +class BedrockConverseGptReasoningEffortBlock(TypedDict): + effort: ReadOnly[str] + + class GuardrailConverseTextBlock(TypedDict, total=False): text: str diff --git a/tests/test_litellm/llms/bedrock/test_cross_region_inference_profile_mapping.py b/tests/test_litellm/llms/bedrock/test_cross_region_inference_profile_mapping.py index dbd31c7e81b..1388073381e 100644 --- a/tests/test_litellm/llms/bedrock/test_cross_region_inference_profile_mapping.py +++ b/tests/test_litellm/llms/bedrock/test_cross_region_inference_profile_mapping.py @@ -293,15 +293,16 @@ def test_bedrock_gpt_5_6_advertises_only_converse_supported_features( @pytest.mark.parametrize("profile", GPT_5_6_PROFILES, ids=lambda p: p.model_id) -def test_bedrock_gpt_5_6_offers_tools_but_not_reasoning(profile, local_model_cost_map): - """Converse rejects the Anthropic-shaped thinking block LiteLLM emits for - reasoning_effort, so neither reasoning param may be offered yet, while the tool - params these models do accept must be.""" +def test_bedrock_gpt_5_6_offers_tools_and_reasoning_effort_but_not_thinking(profile, local_model_cost_map): + """GPT-5.x on Converse maps reasoning_effort to reasoning.effort, so reasoning_effort + is offered while the Anthropic-only thinking/output_config are not, alongside the tool + params these models accept.""" supported = AmazonConverseConfig().get_supported_openai_params( model=f"bedrock/{profile.model_id}" ) assert "tools" in supported assert "tool_choice" in supported - assert "reasoning_effort" not in supported + assert "reasoning_effort" in supported assert "thinking" not in supported + assert "output_config" not in supported