tjddlmZmZmZmZmZddlZddlmZddl m Z ddl m Z m Z ddlmZmZmZddlmZGdd e ZdS) )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 dZdS)! 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)modevaluesreturncHtt|dd|d<|S)z,Validate that api key exists in environment.rFOREFRONTAI_API_KEYr )clsr#s b/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/langchain_community/llms/forefrontai.pyvalidate_environmentz ForefrontAI.validate_environment5s1)> )>@U V V) ) $% cD|j|j|j|j|jdS)z7Get the default parameters for calling ForefrontAI API.rrrrrr,selfs r(_default_paramszForefrontAI._default_params>s. +kZZ"&"9    r*c&id|ji|jS)zGet the identifying parameters.r)rr/r-s r(_identifying_paramszForefrontAI._identifying_paramsIs O>4#45N9MNNr*cdS)zReturn type of llm. forefrontair-s r( _llm_typezForefrontAI._llm_typeNs }r*promptstop run_managerkwargsc d|j}tj|j|ddd|i|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*Mt7HHJJLL =!!+ 2&CD$8CFC    !  X&q),7  'tT22D r*)NN) __name__ __module__ __qualname____doc__rstr__annotations__rfloatrintrrrrrrr model_configr classmethodrrr)propertyrr/r1r5rrrHr4r*r(rr s  L#K+FCEE5DE3OOO! ;"""""Hhsm"""?:L_(###$3[$# c!2   X OWS#X%6OOOXO3X%):> $$$tCy!$67 $  $ $$$$$$r*r)typingrrrrrrClangchain_core.callbacksr#langchain_core.language_models.llmsr langchain_core.utilsr r pydanticr rrlangchain_community.llms.utilsrrr4r*r(rZs55555555555555======333333LLLLLLLL;;;;;;;;;;>>>>>>kkkkk#kkkkkr*