dhSSKJrJrJrJrJr SSKrSSKJr SSK J r SSK J r J r SSKJrJrJr SSKJr "SS \ 5rg) )AnyDictListMappingOptionalN)CallbackManagerForLLMRun)LLMconvert_to_secret_strget_from_dict_or_env) ConfigDict SecretStrmodel_validator)enforce_stop_tokensc h\rSrSr%SrSr\\S'Sr\ \S'Sr \ \S'S r \ \S 'S r \ \S 'S r\ \S'\\S'Sr\\\S'\"SS9r\"SS9\S\S\4Sj55r\S\\\44Sj5r\S\\\44Sj5r\S\4Sj5rS"S\S\\\S\\S\S\4 S jjr S!r!g)# ForefrontAI aForefrontAI large language models. To use, you should have the environment variable ``FOREFRONTAI_API_KEY`` set with your API key. Example: .. code-block:: python from langchain_community.llms import ForefrontAI forefrontai = ForefrontAI(endpoint_url="") endpoint_urlgffffff? temperaturelengthg?top_p(top_krepetition_penaltyforefrontai_api_keyNbase_urlforbid)extrabefore)modevaluesreturnc8[[USS55US'U$)z,Validate that api key exists in environment.rFOREFRONTAI_API_KEYr )clsr$s \/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/llms/forefrontai.pyvalidate_environment ForefrontAI.validate_environment5s))> )>@U V) $% cvURURURURURS.$)z7Get the default parameters for calling ForefrontAI API.rrrrrr.selfs r)_default_paramsForefrontAI._default_params>s5 ++kkZZZZ"&"9"9   r,c:0SUR0EURE$)zGet the identifying parameters.r)rr1r/s r)_identifying_paramsForefrontAI._identifying_paramsIs&O>4#4#45N9M9MNNr,cg)zReturn type of llm. forefrontair/s r) _llm_typeForefrontAI._llm_typeNsr,promptstop run_managerkwargsc SURR53n[R"URUSS.SU0UR EUES9nUR 5nUSSSnUb [X5nU$) a*Call out to ForefrontAI's complete endpoint. Args: prompt: The prompt to pass into the model. stop: Optional list of stop words to use when generating. Returns: The string generated by the model. Example: .. code-block:: python response = ForefrontAI("Tell me a joke.") zBearer zapplication/json) Authorizationz Content-Typetext)urlheadersjsonresultr completion)rget_secret_valuerequestspostrr1rDr) r0r;r<r=r> auth_valueresponse response_jsonrAs r)_callForefrontAI._callSs*t77HHJKL ==!!!+ 2&CD$8$8CFC  !  X&q),7  't2D r,r8)NN)"__name__ __module__ __qualname____firstlineno____doc__rstr__annotations__rfloatrintrrrrrrr model_configr classmethodrrr*propertyrr1r4r9rrrM__static_attributes__r8r,r)rr se L#K+FCEE5DE3O! ;"""Hhsm"?L(#$3$ c!2  OWS#X%6OO3%):> $$tCy!$67 $  $ $$r,r)typingrrrrrrHlangchain_core.callbacksr#langchain_core.language_models.llmsr langchain_core.utilsr r pydanticr rrlangchain_community.llms.utilsrrr8r,r)rbs.55=3L;;>k#kr,