7|hddlmZmZmZmZmZddlZddlmZddl m Z ddl m Z m Z ddlmZmZmZddlmZGdd e Zy) )AnyDictListMappingOptionalN)CallbackManagerForLLMRun)LLMconvert_to_secret_strget_from_dict_or_env) ConfigDict SecretStrmodel_validator)enforce_stop_tokensc `eZdZUdZdZeed< dZeed< dZ e ed< dZ eed < d Z e ed < d Z e ed < eed<dZeeed< edZedededefdZedeeeffdZedeeeffdZedefdZ d dedeeedeededef dZy)! ForefrontAIa2ForefrontAI 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)modevaluesreturnc8tt|dd|d<|S)z,Validate that api key exists in environment.rFOREFRONTAI_API_KEYr )clsr#s c/var/www/html/test/engine/venv/lib/python3.12/site-packages/langchain_community/llms/forefrontai.pyvalidate_environmentz ForefrontAI.validate_environment5s))> )>@U V) $% cv|j|j|j|j|jdS)z7Get the default parameters for calling ForefrontAI API.rrrrrr,selfs r(_default_paramszForefrontAI._default_params>s5 ++kkZZZZ"&"9"9   r*c:id|ji|jS)zGet the identifying parameters.r)rr/r-s r(_identifying_paramszForefrontAI._identifying_paramsIs&O>4#4#45N9M9MNNr*cy)zReturn type of llm. forefrontair-s r( _llm_typezForefrontAI._llm_typeNsr*promptstop run_managerkwargsc d|jj}tj|j|ddd|i|j |}|j }|ddd}| t||}|S) arCall 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_valuerequestspostrr/r?r) r.r6r7r8r9 auth_valueresponse response_jsonr<s r(_callzForefrontAI._callSs*t77HHJKL ==!!!+ 2&CD$8$8CFC  !  X&q),7  'tT2D r*)NN) __name__ __module__ __qualname____doc__rstr__annotations__rfloatrintrrrrrrr model_configr classmethodrrr)propertyrr/r1r5rrrHr4r*r(rr s` L#K+FCEE5DE3O! ;"""Hhsm"?L(#$3$ c!2  OWS#X%6OO3%):> $$tCy!$67 $  $ $r*r)typingrrrrrrClangchain_core.callbacksr#langchain_core.language_models.llmsr langchain_core.utilsr r pydanticr rrlangchain_community.llms.utilsrrr4r*r(rZs.55=3L;;>k#kr*