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This fix addresses issue #3986 where Azure AI Inference SDK doesn't support the json_schema response_format required for structured outputs. Changes: - Add supports_response_model() method to BaseLLM (default False) - Override supports_response_model() in OpenAI, Anthropic, Gemini providers - Azure provider returns False for supports_response_model() since the native SDK doesn't support json_schema response_format - Add _llm_supports_response_model() helper in converter.py that checks for supports_response_model() first, then falls back to supports_function_calling() for backwards compatibility with custom LLMs - Update Converter.to_pydantic(), to_json(), and get_conversion_instructions() to use the new helper function - Add comprehensive tests for the fix The fix separates 'supports function calling' from 'supports structured outputs' capabilities, allowing Azure to use function/tool calling while falling back to text-based JSON extraction for structured outputs. Co-Authored-By: João <joao@crewai.com>