6iQ dZddlmZddlmZddlmZddlmZddl m Z  ddZ dd Z dd Z dd Zeje e d ej e ed iZy )zMistral-specific utilities. This module contains utilities specific to the Mistral provider, including reask functions, response handlers, and message formatting. ) annotations)Any)Modegenerate_openai_schema) dump_messagec|j}d|jdjjdg}|j dd|dd|dj ||S)z Handle reask for Mistral structured outputs mode when validation fails. Kwargs modifications: - Adds: "messages" (assistant content and user correction request) assistantr)rolecontentuserValidation Error found: . Recall the function correctly, fix the errorsmessages)copychoicesmessager appendextend)kwargsresponse exception reask_msgss m/root/.openclaw/workspace/visionaryfx/venv/lib/python3.12/site-packages/instructor/providers/mistral/utils.py reask_mistral_structured_outputsrsy[[]F ''*22:: J +I;6ef  :j) Mc T|j}t|jdjg}|jdjjD]:}|j d|j |jjd|dd<|dj||S)z Handle reask for Mistral tools mode when validation fails. Kwargs modifications: - Adds: "messages" (tool response messages indicating validation errors) rtoolrr)r tool_call_idnamer r) rr rr tool_callsridfunctionr!r)rrrr tool_calls rreask_mistral_toolsr&.s[[]Fx//2::; Jw !&J} : %%rctddlm}|||d<|jdd|jdd||fS)z Handle Mistral structured outputs mode. Kwargs modifications: - Adds: "response_format" derived from the response model - Removes: "tools" and "response_model" from kwargs r)#response_format_from_pydantic_modelresponse_formatr)Nr,)mistralai.extrar0pop)r,r-r0s r!handle_mistral_structured_outputsr4^s@D$G$WJ !NN7D!NN#T* : %%r)reaskrN)rdict[str, Any]rrr Exception)r,z type[Any]r-r6returnz tuple[type[Any], dict[str, Any]])__doc__ __future__rtypingrmoderprocessing.schemar utils.corer rr&r.r4 MISTRAL_TOOLSMISTRAL_STRUCTURED_OUTPUTSMISTRAL_HANDLERSrrrCs #7& < 8&&+9&%&(&&+9&%&( $( ##15& r