dhz9SSKJr SSKrSSKJrJrJrJrJrJ r SSK J r J r SSK Jr SSKJr SSKJrJr SSKJr SS KJr SS KJr SS KJrJr SS jr"S S\5r"SS\\5rg)) annotationsN)Any AsyncIteratorDictIteratorListOptional)AsyncCallbackManagerForLLMRunCallbackManagerForLLMRun)LLM) Serializable)GenerationChunk LLMResult)pre_init)get_from_dict_or_env)convert_to_secret_str)Field SecretStrcURSS5(d [SS9$[URSRS9$)z0Convert a stream response to a generation chunk.choicesN)textr)getrrr)stream_responses Y/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/llms/friendli.py$_stream_response_to_generation_chunkrsC   y$ / /B''   $ $Q ' , , c\rSrSr%Sr\"SSS9rS\S'\"SSS9rS\S'S r S \S 'Sr S \S 'Sr S\S'Sr S\S'Sr S\S'SrS\S'SrS\S'SrS\S'SrS\S'SrS\S'\SSj5rSrg) BaseFriendli"zBase class of Friendli.NT)defaultexcluderclient async_clientzmeta-llama-3.1-8b-instructstrmodelzOptional[SecretStr]friendli_tokenz Optional[str] friendli_teamFbool streamingzOptional[float]frequency_penaltypresence_penaltyz Optional[int] max_tokensOptional[List[str]]stop temperaturetop_pcdSSKn[[USS55nXAS'UR 5nUS=(d [ R "S5nXaS'US=(d URXVS 9US'US =(d URXVS 9US 'U$![an[S5UeSnAff=f) z=Validate if personal access token is provided in environment.rNzfCould not import friendli-client python package. Please install it with `pip install friendli-client`.r'FRIENDLI_TOKENr( FRIENDLI_TEAMr#)tokenteam_idr$) friendli ImportErrorrrget_secret_valueosgetenvFriendli AsyncFriendli)clsvaluesr7er'friendli_token_strr(s rvalidate_environment!BaseFriendli.validate_environmentKs  / )9;K L $2 +<<>/M299_3M "/!(+ x/@/@$0A0 x"(!7" 8;Q;Q$"&!7!7 $ 5 5//II++ZZ   rc6SUR0URE$)zGet the identifying parameters.r&)r&rVrPs r_identifying_paramsFriendli._identifying_paramssE,,TYYe,DK sBBc F# UR"SSU0UD6nURRR"SURUSS.UD6IShvN nUShvN n[ U5nU(a"UR URUS9IShvN U7v MDNJNAN g7frs)rbr$rhrir&rrurrvs r_astreamFriendli._astreams,,A$A&A((44;; **VD E!22499E2JJJK  K!sHA B!BB!BBB0B! B B!BB!B!c ">SUR0nUR(aV[U5S:a [S5eSnUR"USX#40UD6HnUcUnM Xg- nM Uce[ U//US9$[ T U]"XU40UD6nXXlU$)aCall out Friendli's completions API with k unique prompts. Args: prompt (str): The text prompt to generate completion for. stop (Optional[List[str]], optional): When one of the stop phrases appears in the generation result, the API will stop generation. The stop phrases are excluded from the result. If beam search is enabled, all of the active beams should contain the stop phrase to terminate generation. Before checking whether a stop phrase is included in the result, the phrase is converted into tokens. We recommend using stop_tokens because it is clearer. For example, after tokenization, phrases "clear" and " clear" can result in different token sequences due to the prepended space character. Defaults to None. Returns: str: The generated text output. Example: .. code-block:: python response = frienldi.generate(["Tell me a joke."]) r&,Cannot stream results with multiple prompts.Nr generations llm_output) r&r*lenr_rxrsuper _generater rQpromptsr/rkr`r generationrt llm_result __class__s rrFriendli._generates:tzz* >>7|a !OPP48Jgaj$NvN%!&J'J O ) )):,JO OW&wkLVL *rcL># SUR0nUR(aI[U5S:a [S5eSnUR"USX#40UD6ShvN nUcUnMXg- nM[ T U]"XU40UD6IShvN nXXlU$N3 Uce[ U//US9$N 7f)aCall out Friendli's completions API asynchronously with k unique prompts. Args: prompt (str): The text prompt to generate completion for. stop (Optional[List[str]], optional): When one of the stop phrases appears in the generation result, the API will stop generation. The stop phrases are excluded from the result. If beam search is enabled, all of the active beams should contain the stop phrase to terminate generation. Before checking whether a stop phrase is included in the result, the phrase is converted into tokens. We recommend using stop_tokens because it is clearer. For example, after tokenization, phrases "clear" and " clear" can result in different token sequences due to the prepended space character. Defaults to None. Returns: str: The generated text output. Example: .. code-block:: python response = await frienldi.agenerate( ["Give me a recipe for the Old Fashioned cocktail."] ) r&r~rNrr) r&r*rr_r{rr _ageneraterrs rrFriendli._agenerate5s>tzz* >>7|a !OPPJ#}}WQZUfU (e%!&J'J!7-g[SFSS * (U ) )):,JO OSs6AB$BBB#B$B" B$BB$rD)rEzDict[str, str])rEDict[str, Any])rEr%)N)r/r.r`rrEr)NN) rfr%r/r.rk"Optional[CallbackManagerForLLMRun]r`rrEr%) rfr%r/r.rk'Optional[AsyncCallbackManagerForLLMRun]r`rrEr%) rfr%r/r.rkrr`rrEzIterator[GenerationChunk]) rfr%r/r.rkrr`rrEzAsyncIterator[GenerationChunk]) r list[str]r/r.rkrr`rrEr) rrr/r.rkrr`rrEr)rFrGrHrIrJpropertyrRrVrYr\rbrmrprxr{rrrL __classcell__)rs@rr<r<fs 44    == +/ $' $:= $  $ %):> !*!*"!*8 !*  !* !*L%)?C !*!*"!*= !*  !* !*L%):> "8    # (%)?C "=    ( (%):> --"-8 -  -  --d%)?C //"/= /  /  //rr<)rrrEr) __future__rr:typingrrrrrr langchain_core.callbacks.managerr r #langchain_core.language_models.llmsr langchain_core.load.serializabler langchain_core.outputsrrlangchain_core.utilsrlangchain_core.utils.envrlangchain_core.utils.utilsrpydanticrrrrr<rDrrrsa" EE49=)9<%   A<AH~sL~r