Add reasoning parameter handling to completion extras transformation #13695
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- Add _handle_reasoning_parameters() method to LiteLLMResponsesTransformationHandler: * Promotes reasoning_effort from extra_body to top-level parameter * Sets default reasoning_effort="medium" for reasoning-capable models * Uses supports_reasoning() to detect reasoning-capable models - Enhance transform_request() to call reasoning parameter handler - Add auto-routing logic in main.py for reasoning-capable models - Add comprehensive test suite for reasoning routing and transformation - Enable reasoning summaries by default for reasoning models
- Rename test_gpt5_reasoning_routing.py -> test_reasoning_routing.py - Move from tests/ to tests/llm_translation/ for better organization - Update class names to be more descriptive: * TestGPT5ReasoningRouting -> TestReasoningRouting * TestTransformationLayerReasoningHandling -> TestReasoningParameterTransformation - Keep all test functionality intact, just better organized
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hi @oabdellatif can you help me understand - what is the issue you are trying to solve here? |
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Hi @krrishdholakia, the main goal is to enable reasoning summaries by default for OpenAI models through tools like Aider. There’s no way to configure this currently:
The rationale is that reasoning-capable models should show reasoning summaries by default, and the auto-routing is one way to accomplish that. I can create an issue for further discussion. |
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Created #13780 for clarification |
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Title
Add reasoning parameter handling to completion extras transformation
Relevant issues
N/A
Pre-Submission checklist
Please complete all items before asking a LiteLLM maintainer to review your PR
tests/litellm/directory, Adding at least 1 test is a hard requirement - see detailsmake test-unitType
🆕 New Feature
Changes
Enhanced
/chat/completions→litellm.responses()transformation:_handle_reasoning_parameters()method toLiteLLMResponsesTransformationHandlerextra_body.reasoning_effortto top-levelreasoning_effort="medium"for reasoning-capable models when not providedmain.pyKey benefits:
reasoning_effortrequired)