uPj' UdZddlmZmZmZmZddlmZddlm Z m Z m Z m Z ddl mZmZddlZddlmZddlmZdd lmZdd lmZdd lmZmZmZd d lmZdZe e d<e!ddhZ"e e d<dZ#e e d<dZ$e e d<de%de%dee%ge&fde&dzfdZ'e!ddhZ(e e d<e!hdZ)e e d <d!Z*e e d"<ed#d$d$d%Z+e e d&<ed$d$d$d'd(Z,e e d)<Gd*d+eZ-de%de&dzfd,Z.de%de&dzfd-Z/d.ee%de%d/e&de0e%d0ffd1Z1de%de&fd2Z2d3e%de%de%fd4Z3d3e%de%dee%e4ffd5Z5d.ee%de%d/e&de&fd6Z6d7edefd8Z7Gd9d:eZ8y);z Translates from OpenAI's `/v1/chat/completions` to Together AI's `/v1/chat/completions`. Docs: https://docs.together.ai/docs/chat-overview )Callable Container CoroutineMapping)MappingProxyType)FinalLiteralcastoverload)ReadOnly TypedDictN)verbose_logger)UnsupportedParamsError)$declared_reasoning_efforts_for_model)AllMessageValues)supports_function_callingsupports_reasoningsupports_response_schema)OpenAIGPTConfig)tools tool_choice function_callTOOL_CALLING_PARAMSthinking_blocksprovider_specific_fields!LITELLM_INTERNAL_ASSISTANT_FIELDSz.https://docs.together.ai/docs/function-callingFUNCTION_CALLING_DOCS_URLz?https://docs.together.ai/docs/inference/chat/structured-outputsSTRUCTURED_OUTPUTS_DOCS_URLmodelflagcheckreturnc ||ry tjj d|}t |tr|j |duryy#t$r"}tjd|||Yd}~md}~wwxYw)NTz(Error checking together_ai %s for %s: %sz together_ai/F) Exceptionrdebuglitellm model_costget isinstancedict)r r!r"eregistry_entrys q/home/oem/CyberBrain26-unified/.venv/lib/python3.12/site-packages/litellm/llms/together_ai/chat/transformation.py_registry_verdictr/!sY < $..22\%3IJN.$'N,>,>t,D,M  YGuVWXXYsA A>A99A>zopenai/gpt-oss-120bzopenai/gpt-oss-20b"ADJUSTABLE_EFFORT_REASONING_MODELS>Qwen/Qwen3.5-9Bzai-org/GLM-5.2Qwen/Qwen3.6-Plusmoonshotai/Kimi-K3MiniMaxAI/MiniMax-M3!nvidia/nemotron-3-ultra-550b-a55bdeepseek-ai/DeepSeek-V4-ProHYBRID_REASONING_MODELSr7HIGH_MAX_EFFORT_MODEL_PREFIXlowhigh)minimalxhighmaxEFFORT_TRANSLATIONr>)r<r:mediumr=HIGH_MAX_EFFORT_TRANSLATIONceZdZUeeed<y)TogetherReasoningToggleenabledN)__name__ __module__ __qualname__r bool__annotations__r.rCrCEs d^rKrCct|ddS)Nrct|dSN together_aicustom_llm_provider)r checked_models r.z+_function_calling_verdict..Ms7 [hirKr/r s r._function_calling_verdictrWIs  #i rKct|ddS)Nrct|dSrN)rrRs r.rTz*_response_schema_verdict..Us6}ZghrKrUrVs r._response_schema_verdictrZQs  "h rK passed_params drop_params.cztfdtD}|syt|}|dury|,tjd|dj |t y|stjr-tjd|dj |t |Stdddj |d |d  ) Nc3,K|] }|vs| ywNrJ).0paramr[s r. z'_tool_params_to_drop..Zs%gPUYfPfe%gs rJTztogether_ai model %s has no function calling entry in the model registry; passing %s through for Together to validate. Docs - %sz, zetogether_ai model %s does not support function calling per the model registry; dropping %s. Docs - %sz)together_ai does not support parameters: z , for model==. To drop it from the call, set `litellm.drop_params = True`. status_codemessage) tuplerrWrwarningjoinrr'r\r)r[r r\passed_tool_paramsverdicts` r._tool_params_to_droprmYs %%g9L%g g .u5G$ O  II( ) %  g)) s  II( ) %  "! ;DIIFX{S ,E $ $U + , !5uk J $ $%6 7,001CD&#&' '  !343FEBHHJ 8JC + +C 7 8##rK)F)rErFrGr listrrr robjectrrHrr+r __classcell__)rs@r.rrsQ @'(@@$- @ 664(8#99 : @@ $) %'(%%%. %   %% L'(LL L  )FFDAQrs. DC"2+5a6aa=FUF+46GIc5d+e!5e#S5S%fUf S  HcUD[4I dUYk -6-"E "+ " 'DeC,X^-_`E`%5v%H&U iSTD[CD4K #sQUZ_`ceh`hZi:HHH2s23232 Zc Z# Z'#v+:N Z3RV[_4.>CS<$?<$rK