dhӼTSSKJr SSKrSSKrSSKrSSKrSSKJrJrJ r J r J r J r J r JrJrJrJrJrJrJrJr SSKJr SSKJrJr SSKJrJr SSKJrJ r J!r! SSK"J#r#J$r$J%r% SS K&J'r' SS K(J)r) SS K*J+r+J,r,J-r- SS K.J/r/ \R`"\15r2S#S jr3S$Sjr4S%Sjr5S&Sjr6S'S(Sjjr7S'S)Sjjr8S'S*Sjjr9"SS\5r:\"SSSS9"SS\:55r;\"SSSS9"SS\:55r<\"SSS S9"S!S"\55r=g)+) annotationsN) AbstractSetAny AsyncIterator AwaitableCallable CollectionDictIteratorListLiteralMappingOptionalSetTupleUnion) deprecated)AsyncCallbackManagerForLLMRunCallbackManagerForLLMRun)BaseLLMcreate_base_retry_decorator) GenerationGenerationChunk LLMResult)get_from_dict_or_envget_pydantic_field_namespre_init) get_fields)_build_model_kwargs) ConfigDictFieldmodel_validator) is_openai_v1cURUS5nUH&nXB;a USUX$'MX$==USU- ss'M( g)zUpdate token usage.usageN) intersection)keysresponse token_usage _keys_to_use_keys W/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/llms/openai.pyupdate_token_usager-.sS$$Xg%67L  " ( 1$ 7K   '!24!8 8  c US(d [SS9$[USSS[USSRSS5USSRSS5S 9S 9$) z0Convert a stream response to a generation chunk.choicestextrr3 finish_reasonNlogprobsr4r5r3generation_info)rdictget)stream_responses r,$_stream_response_to_generation_chunkr<:sr 9 %B''  Y ' *6 2))4Q7;;OTR$Y/266z4H  r.cUSSS==USSS- ss'USSRSS5USSS'USSSUSSS'g)z)Update response from the stream response.r0rr3r4Nr5)r:)r(r;s r,_update_responser>Is~ Y6"oi&@&CF&KK".=i.H.K.O.O/HY?+*9)CA)Fz)RHY:&r.cSSSSS./0$)Nr0r1r3r4r5rAr.r,_streaming_response_templaterBRs"!%    r.cSSKnURRURRURRURR URR /n[X0RUS9$)Nr) error_types max_retries run_manager) openaierrorTimeoutAPIErrorAPIConnectionErrorRateLimitErrorServiceUnavailableErrorrrE)llmrFrGerrorss r,_create_retry_decoratorrP^si     '' ## ,, F '[ r.c ^[5(aTRR"S0UD6$[TUS9nUSU4Sjj5nU"S0UD6$)z*Use tenacity to retry the completion call.rFc<>TRR"S0UD6$NrA)clientcreatekwargsrNs r,_completion_with_retry5completion_with_retry.._completion_with_retry}szz  *6**r.rArXrreturnr)r#rUrVrPrNrFrXretry_decoratorrYs` r,completion_with_retryr_rsR ~~zz  *6**-c{KO++ " +F ++r.c^# [5(a$TRR"S0UD6IShvN $[TUS9nUSU4Sjj5nU"S0UD6IShvN $N+N7f)z0Use tenacity to retry the async completion call.NrRcX># TRR"S0UD6IShvN $N7frT)rUacreaterWs r,rY6acompletion_with_retry.._completion_with_retrys&ZZ''1&1111s *(*rAr[)r# async_clientrVrPr]s` r,acompletion_with_retryresg ~~%%,,6v666-c{KO22(1&1 117 2s!/A"A&A"A A" A"c&^\rSrSr%Sr\SXSj5r\SYSj5r\SZSj5r \S[Sj5r \ "S S S 9r S \ S '\ "S S S 9rS \ S'\ "SSS9rS\ S'SrS\ S'SrS\ S'SrS\ S'SrS\ S'SrS\ S'SrS\ S'SrS\ S '\ "\S!9rS\ S"'\ "S S#S9rS$\ S%'\ "S S&S9rS$\ S''\ "S S(S9rS$\ S)'S rS$\ S*'S+rS\ S,'\ "S S-S9rS.\ S/'\ "\S!9rS0\ S1'S2r S\ S3'S4r!S\ S5'\""5r#S6\ S7'S8r$S9\ S:'S r%S$\ S;'S r&S<\ S='S r'S>\ S?'S r(S@\ SA'S\U4SBjjr)\*"S SC9r+\,"SDSE9\S]SFj55r-\.S^SGj5r/\SZSHj5r0S_S`SIjjr1S_SaSJjjr2S_SbSKjjr3S_ScSLjjr4SdSeSMjjr5S SN.SfSOjjr6\SZSPj5r7\SgSQj5r8\ShSRj5r9SiU4SSjjr:\;SjSTj5r<\SkSUj5r=SlSVjr>SWr?U=r@$)m BaseOpenAIz'Base OpenAI large language model class.c SS0$)Nopenai_api_keyOPENAI_API_KEYrAselfs r, lc_secretsBaseOpenAI.lc_secretss "233r.c /SQ$z*Get the namespace of the langchain object.) langchainllmsrGrAclss r,get_lc_namespaceBaseOpenAI.get_lc_namespace /.r.Dict[str, Any]c0nUR(aURUS'UR(aURUS'UR(aURUS'U$)Nopenai_api_baseopenai_organization openai_proxy)r{r|r})rm attributess r, lc_attributesBaseOpenAI.lc_attributessZ%'   ,0,@,@J( )  # #040H0HJ, -   )-):):J~ &r.boolcg)NTrArts r,is_lc_serializableBaseOpenAI.is_lc_serializablesr.NTdefaultexcluderrUrdgpt-3.5-turbo-instructmodelraliasstr model_namegffffff?float temperatureint max_tokenstop_prfrequency_penaltypresence_penaltynbest_ofdefault_factory model_kwargsapi_key Optional[str]rjbase_urlr{ organizationr|r} batch_sizetimeoutz,Union[float, Tuple[float, float], Any, None]request_timeoutzOptional[Dict[str, float]] logit_biasrEF streaming'Union[Literal['all'], AbstractSet[str]]allowed_specialall&Union[Literal['all'], Collection[str]]disallowed_specialtiktoken_model_namezUnion[Mapping[str, str], None]default_headersz!Union[Mapping[str, object], None] default_queryzUnion[Any, None] http_clientc >URSS5nURS5(dURS5(a'SU;a![R"S5 [ S0UD6$[ TU]U5$)zInitialize the OpenAI object.rr1 gpt-3.5-turbogpt-4z -instructYou are trying to use a chat model. This way of initializing it is no longer supported. Instead, please use: `from langchain_community.chat_models import ChatOpenAI`rA)r: startswithwarningswarn OpenAIChatsuper__new__)rudatar __class__s r,rBaseOpenAI.__new__smXXlB/  ! !/ 2 2j6K6KG6T6T+ MMK  %% %ws##r.)populate_by_namebeforemodec2[U5n[X5nU$)>Build extra kwargs from additional params that were passed in.)rr)ruvaluesall_required_field_namess r, build_extraBaseOpenAI.build_extra s$ 1.r'Cannot stream results when best_of > 1.rjrkr{OPENAI_API_BASEr} OPENAI_PROXYr1rr| OPENAI_ORG_IDOPENAI_ORGANIZATIONrNTCould not import openai python package. Please install it with `pip install openai`.rrErrr)rrrrrErrrrUrdrA) ValueErrorrosgetenvrG ImportErrorr#r:OpenAI completions AsyncOpenAI Completion)rurrG client_paramss r,validate_environmentBaseOpenAI.validate_environments #;?45 5 + 6#;?@A A + 6)#4q#8FG G#7 $&6$  %++<$=%  B  !"6    " ~ ( ) 0yy) 0yy./ $%    >>!"23 &'< ="#45!"34%m4#)*;# -K sB?Cc # 0UREUESS0EnURXQ/U5 [U4XS.UD6IShvN ShvN n[U[5(dUR 5n[ U5nU(aNUR URUURUR(aURSOSS9IShvN U7v MNNN g7fr) rrrerr9r<rr3rr8rs r,_astreamBaseOpenAI._astream~sGD++FvFxF VXt4'= ( (  3K"  " sF9CCCCCCBC C CCCCc URn0UEUEnURXQU5n/n0n1Skn Sn UGHFn UR(a[U 5S:a [ S5eSn UR "U SX#40UD6Hn U cU n M X- n M U ceUR U RU R(aU RRS5OSU R(aU RRS5OSS.5 M[U4XS .UD6n[U[5(dUR5nURUS 5 [XU5 U (aGM5URS 5n GMI URUUUUU S 9$) a,Call out to OpenAI's endpoint with k unique prompts. Args: prompts: The prompts to pass into the model. stop: Optional list of stop words to use when generating. Returns: The full LLM output. Example: .. code-block:: python response = openai.generate(["Tell me a joke."]) > total_tokens prompt_tokenscompletion_tokensNr,Cannot stream results with multiple prompts.rr4r5r@rr0system_fingerprintr)rrrlenrrappendr3r8r:r_rr9extendr-create_llm_resultrmpromptsrrFrXr sub_promptsr0r)_keysr_prompts generationrr(s r, _generateBaseOpenAI._generates,((%F%f%**6DA &( G,0#H~~x=1$$%STT8< !\\(1+tSFSE!)%* "+ T "--- *%55*4)C)C)G)G)X!%55%/$>$>$B$B:$N! 1!)FL"(D11 (}}Hx 23"5K@)))16J)K&G$H%%    1 &  r.c# URn0UEUEnURXQU5n/n0n1Skn Sn UHn UR(aI[U 5S:a [ S5eSn UR "U SX#40UD6ShvN n U cU n MX- n M[U4XS .UD6IShvN n[U[5(dUR5nURUS 5 [XU5 M URUUUUU S 9$N U ceUR U RU R(aU RRS5OSU R(aU RRS5OSS.5 GMQN7f) z:Call out to OpenAI's endpoint async with k unique prompts.>rrrNrrrr4r5r@rr0r)rrrrrrrr3r8r:rerr9rr-rrs r, _agenerateBaseOpenAI._agenerates((%F%f%**6DA &( G,0#H~~x=1$$%STT8< #'==QK$6<$,%")%* "+ "8"!)"FL""(D11'}}Hx 23"5K@A$B%%    1 &  7,$"--- *%55*4)C)C)G)G)X!%55%/$>$>$B$B:$N! s8A8F:D>D?DF!F"A FDBFc.UbSU;a [S5eX1S'USS:Xa1[U5S:wa [S5eURUS5US'[S[U5UR5Vs/sHnX$X@R-PM nnU$s snf)z!Get the sub prompts for llm call.r2`stop` found in both the input and default params.rrz7max_tokens set to -1 not supported for multiple inputs.r)rrmax_tokens_for_promptranger)rmrrrirs r,rBaseOpenAI.get_sub_promptss   !UVV!6N , 2 %7|q  M$(#=#=gaj#IF< 1c'lDOO< < OO+ ,<    s5Brcr/nURSUR5n[U5HdupXU-US-U-n URU V s/sH6n [ U S[ U RS5U RS5S9S9PM8 sn 5 Mf X@R S.n U(aX\S '[XlS 9$s sn f) z2Create the LLMResult from the choices and prompts.rrr3r4r5r6r7r)rr generations llm_output)r:r enumeraterrr9rr) rmr0rrr)rrrr_ sub_choiceschoicers r,rBaseOpenAI.create_llm_result4s JJsDFF #g&DA!a%1q5A+6K   #. #.#F^(,*0**_*E%+ZZ %;)#.  '&1P /A+ ,[HH s [RSS:a[TU] U5$SSKnUR =(d URnURU5nURUURURS9$![ a [ S5ef=f![a+ [RS5 SnURU5nNrf=f) -Get the token IDs using the tiktoken package.rrNCould not import tiktoken python package. This is needed in order to calculate get_num_tokens. Please install it with `pip install tiktoken`.z5Warning: model not found. Using cl100k_base encoding. cl100k_baserr)sys version_inforget_num_tokenstiktokenrrrencoding_for_modelKeyErrorloggerwarning get_encodingencoderr)rmr3r9rencrrs r, get_token_idsBaseOpenAI.get_token_idsos   A  "7)$/ /  --@  /--j9C zz  00#66   A   / NNR S!E''.C /sB BB2CCc F0SS_SS_SS_SS_SS_SS _S S _S S _S S _SS _SS _SS_SS_SS _SS_SS_SS_SSSSSSSSSSS. EnSU;aURS5SnURUS 5nUc/[S!US"3S#RUR 55-5eU$)$a/Calculate the maximum number of tokens possible to generate for a model. Args: modelname: The modelname we want to know the context size for. Returns: The maximum context size Example: .. code-block:: python max_tokens = openai.modelname_to_contextsize("gpt-3.5-turbo-instruct") zgpt-4oizgpt-4o-2024-05-13ri z gpt-4-0314z gpt-4-0613z gpt-4-32kizgpt-4-32k-0314zgpt-4-32k-0613rizgpt-3.5-turbo-0301zgpt-3.5-turbo-0613zgpt-3.5-turbo-16ki@zgpt-3.5-turbo-16k-0613rz text-ada-001iadaztext-babbage-001iiiAi) babbageztext-curie-001curiedavinciztext-davinci-003ztext-davinci-002zcode-davinci-002zcode-davinci-001zcode-cushman-002zcode-cushman-001zft-:rNzUnknown model: z=. Please provide a valid OpenAI model name.Known models are: z, )splitr:rjoinr') modelnamemodel_token_mapping context_sizes r,modelname_to_contextsize#BaseOpenAI.modelname_to_contextsizesn g   T  $  $     e  e  T  !$  !$    %e  %d  D 4! " # $" $ $ $ $ $ $7 > I !,Q/I*..y$?  !)-%%'+yy1D1I1I1K'LM  r.c8URUR5$)z$Get max context size for this model.)rNrrls r,max_context_sizeBaseOpenAI.max_context_sizes,,T__==r.cBURU5nURU- $)a0Calculate the maximum number of tokens possible to generate for a prompt. Args: prompt: The prompt to pass into the model. Returns: The maximum number of tokens to generate for a prompt. Example: .. code-block:: python max_tokens = openai.max_tokens_for_prompt("Tell me a joke.") )r8rQ)rmr num_tokenss r,r BaseOpenAI.max_tokens_for_prompts%((0 $$z11r.rA)r\zDict[str, str]r\ List[str]r\ry)r\r)rrr\zUnion[OpenAIChat, BaseOpenAI]rryr\rrr r\r NN rrrOptional[List[str]]rF"Optional[CallbackManagerForLLMRun]rXrr\zIterator[GenerationChunk] rrrr]rF'Optional[AsyncCallbackManagerForLLMRun]rXrr\zAsyncIterator[GenerationChunk] rrWrr]rFr^rXrr\r rrWrr]rFr`rXrr\rN)rryrrWrr]r\zList[List[str]]) r0rrrWrryr)zDict[str, int]rrr\rr\zMapping[str, Any]r\rr3rr\z List[int])rKrr\r)r\r)rrr\r)A__name__ __module__ __qualname____firstlineno____doc__propertyrn classmethodrvrrr!rU__annotations__rdrrrrrrrrr9rrjr{r|r}rrrrErsetrrrrrrrr model_configr"rrrrrrrr rrrr)r.rA staticmethodrNrQr__static_attributes__ __classcell__rs@r,rgrgsD1 44//  d3FC3dD9L#9$L.>V%*$i$HNMHO%*4z%JO]J).t>)RRN"&L-&JHDIIEOA-24-HJ*HDK<It/?BuO<D3AF>F7)--J7;O3:7;M4;%)K!(  $L(#$ 66p664%):> "8    # :%)?C "=    ( :%):> I I "I 8 I  I  I \%)?C 8 8 "8 = 8  8  8 |%) "   <-1III I $ I*I I>88"KK 888t>>22r.rgz0.0.10z1.0zlangchain_openai.OpenAI)sinceremovalalternative_importcN^\rSrSrSr\SSj5r\SU4Sjj5rSr U=r $)riaOpenAI large language models. To use, you should have the ``openai`` python package installed, and the environment variable ``OPENAI_API_KEY`` set with your API key. Any parameters that are valid to be passed to the openai.create call can be passed in, even if not explicitly saved on this class. Example: .. code-block:: python from langchain_community.llms import OpenAI openai = OpenAI(model_name="gpt-3.5-turbo-instruct") c /SQ$rqrArts r,rvOpenAI.get_lc_namespacerxr.c8>0SUR0E[TU]E$)Nr)rrrrmrs r,rOpenAI._invocation_paramss!K7DOO,K0JKKr.rArVrX) rgrhrirjrkrmrvrlrrrrsrts@r,rrs2 //LLr.rzlangchain_openai.AzureOpenAIcT^\rSrSr%SrSrS\S'\"SSS9rS\S'\"S S S9r S \S '\"SS S9r S\S'Sr S\S'Sr S\S'Sr S\S'S rS \S'SrS\S'\SSj5r\S Sj5r\S!U4Sjj5r\S"U4Sjj5r\S#Sj5r\S"Sj5rSrU=r$)$ AzureOpenAIiaAzure-specific OpenAI large language models. To use, you should have the ``openai`` python package installed, and the environment variable ``OPENAI_API_KEY`` set with your API key. Any parameters that are valid to be passed to the openai.create call can be passed in, even if not explicitly saved on this class. Example: .. code-block:: python from langchain_community.llms import AzureOpenAI openai = AzureOpenAI(model_name="gpt-3.5-turbo-instruct") NzUnion[str, None]azure_endpointazure_deploymentrdeployment_namer1 api_versionropenai_api_versionrrjazure_ad_tokenzUnion[Callable[[], str], None]azure_ad_token_providerz)Union[Callable[[], Awaitable[str]], None]azure_ad_async_token_provideropenai_api_typeTrvalidate_base_urlc /SQ$rqrArts r,rvAzureOpenAI.get_lc_namespace7rxr.c,USS:a [S5eUS(aUSS:a [S5eUS(aUSS:a [S5eUS=(d3 [R"S 5=(d [R"S 5US'US =(d [R"S 5US 'US =(d [R"S5US 'US=(d [R"S5US'[USSSS9US'US=(d3 [R"S5=(d [R"S5US'US=(d [R"S5US'[USSSS9US'SSKn[ 5(GaPUSnU(aUS (aS!U;a:USRS"5S!-US'[R"S#US$USS%35 US&(aZ[R"S'5 US&US;a3[R"S(US$USS%35 US==S)US&-- ss'SUS&'USUS US&USUS US*USUSUS+US,0US-=(d 0ES.S/0EUS0US1S2. nUR"S60UD6RUS3'US4nU(aXTS*'UR"S60UD6RUS5'U$URUS3'U$![ a [ S5ef=f)7rrrrrrrrrjAZURE_OPENAI_API_KEYrkrAZURE_OPENAI_ENDPOINTrAZURE_OPENAI_AD_TOKENr{rr}rr1rr|rrrOPENAI_API_VERSIONrOPENAI_API_TYPEazurerNrrz/openai/zAs of openai>=1.0.0, Azure endpoints should be specified via the `azure_endpoint` param not `openai_api_base` (or alias `base_url`). Updating `openai_api_base` from z to .rzAs of openai>=1.0.0, if `deployment_name` (or alias `azure_deployment`) is specified then `openai_api_base` (or alias `base_url`) should not be. Instead use `deployment_name` (or alias `azure_deployment`) and `azure_endpoint`.zAs of openai>=1.0.0, if `openai_api_base` (or alias `base_url`) is specified it is expected to be of the form https://example-resource.azure.openai.com/openai/deployments/example-deployment. Updating z /deployments/rrrErz User-Agentz"langchain-comm-python-azure-openairr) rrrrrrrrrrErrrrUrrdrA)rrrrrGrr#rstriprrrrAsyncAzureOpenAIr)rurrGr{rrs r,r AzureOpenAI.validate_environment<s #;?45 5 + 6#;?@A A + 6)#4q#8FG G # $ +yy/0 +yy)*  $**:#;$ ryy #@  $**:#;$ ryy #@  %++<$=%  B  !"6    " ~ ( ) 0yy) 0yy./ $% (..B'C( ryy H #$%9 %'8'%  !   >>%%67O6*=#>O30188= I,-MMR++47H0I/J!M +,MM0/0?P8QQ ()8'8%&789 <01+f5F.GG115F,-%&:;"()9":$*+<$=!"23"()9":+12K+L &'< ="#45!"34%m4$/06B$ "F$"(!8%m4!M$ &11BMBNNF8 ,23R,S ),;X78%+%<%<&&k > "  &00F8  S ?  s K==Lc8>0SUR0E[TU]E$)Nr)rrr)r|s r,r)AzureOpenAI._identifying_paramss-  $"6"67 g)  r.c>[5(aSUR0nO$URURURS.n0UE[TU]E$)Nr)engineapi_typer)r#rrrrr)rm openai_paramsrs r,rAzureOpenAI._invocation_paramssU >>$d&:&:;M.. 00#66M ?->57#=>>r.cg)r-rrArls r,r.AzureOpenAI._llm_typesr.c4URURS.$)Nrrrrls r,rAzureOpenAI.lc_attributess  $33"&"9"9  r.rArVrZrdrXre)rgrhrirjrkrrnr!rrrjrrrrrrmrvrrrlr)rr.rrrrsrts@r,rrs3 (,N$+ ).dBT(UO%U $BmDDS',T'KN$KU'+N$+?C;B PT!#LSOS+"t"//wwr   ? ?  r.rz0.0.1zlangchain_openai.ChatOpenAIcN^\rSrSr%Sr\"SSS9rS\S'\"SSS9rS\S'S r S \S '\"\ S 9r S \S'\"SSS9r S\S'\"SSS9r S\S'SrS\S'SrS\S'\"\S 9rS\S'SrS\S'\"5rS\S'S rS!\S"'\"S#S$9\S1S%j55r\S2S&j5r\S3S'j5rS4S5S(jjrS6S7S)jjrS6S8S*jjrS6S9S+jjr S6S:S,jjr!\S;S-j5r"\SriaOpenAI Chat large language models. To use, you should have the ``openai`` python package installed, and the environment variable ``OPENAI_API_KEY`` set with your API key. Any parameters that are valid to be passed to the openai.create call can be passed in, even if not explicitly saved on this class. Example: .. code-block:: python from langchain_community.llms import OpenAIChat openaichat = OpenAIChat(model_name="gpt-3.5-turbo") NTrrrUrdrrrrryrrrrrjrr{r}rrEr prefix_messagesFrrrrrrrrrc[U5R5Vs1sHo"RiM nnURS05n[ U5H1nXS;dM XT;a[ SUS35eUR U5XE'M3 XAS'U$s snf)rrzFound z supplied twice.)rrrr:listrpop)rurfieldrextra field_names r,rOpenAIChat.build_extras>H_=S=S=U#V=UEKK=U #V >2.v,J9&$vj\9I%JKK$*JJz$:! ' "'~ $WsB c[USS5n[USSSS9n[USSSS9n[US S SS9nS S KnX&lU(aX6lU(aXVlU(a XDS .UlURUS'[R"S5 U$![ a [ S5ef=f![a [S5ef=f)rrjrkr{rr1rr}rr|rrNrrrUz`openai` has no `ChatCompletion` attribute, this is likely due to an old version of the openai package. Try upgrading it with `pip install --upgrade openai`.r) rrGrrrr#rChatCompletionAttributeErrorrrr)rurrjr{r}r|rGs r,rOpenAIChat.validate_environments. $&6 /      ,     3 )+@"   +N"1"&9#(4L  %44F8    G  % ?   7  s4B(B(B%(B>cUR$)r)rrls r,rOpenAIChat._default_paramsHs   r.c[U5S:a[SU35eURSUSS./-n0SUR0EUREnUbSU;a [S5eX$S'UR S 5S :XaUS X44$) Nrz6OpenAIChat currently only supports single prompt, got userr)rolecontentrrr rr)rrrrrr:)rmrrmessagesrs r,_get_chat_paramsOpenAIChat._get_chat_paramsMs w!W$BVBV!W   !UVV!6N ::l #r )|$r.c+:# URU/U5upV0UEUESS0En[U4XSS.UD6Hfn[U[5(dUR5nUSSSR SS5n[ US 9n U(aUR XS 9 U v Mh g7f NrTrrFr0rdeltarr1r2)r)rr_rr9r:rr rmrrrFrXrrrtokenrs r,rOpenAIChat._stream_s 00&4@5F5f5h50  # @F Kk400)..0  *1-g6::9bIE#/E,,U,@K sBBc r# URU/U5upV0UEUESS0En[U4XSS.UD6IShvN ShvN n[U[5(dUR5nUSSSR SS5n[ US 9n U(aUR XS 9IShvN U 7v MwN{NtN g7fr)rrerr9r:rrrs r,rOpenAIChat._astreamss 00&4@5F5f5h5'= ( #( @F( " " +k400)..0  *1-g6::9bIE#/E!2252FFFK" G" sC1B7B/B7B5B1B5A#B7#B3$ B71B53B75B7c UR(a;SnUR"USX#40UD6HnUcUnM XV- nM Uce[U//S9$URX5upx0UEUEn[ U4XsS.UD6n [ U [ 5(dU R 5n U SURS.n [[U SSSSS 9//U S 9$ Nr)rrr%rr0messagerr2r) rrrrr_rr9rr rmrrrFrXrrrr full_responsers r,rOpenAIChat._generates  >>48Jgaj$NvN%!&J'J O ) )):,8 800?%F%f%-  # @F -..)..0M(1// y!9!!>48J#}}WQZUfU (e%!&J'J 00?%F%f%4  # @F  -..)..0M(1// y!9!![RSS:a[TU] U5$SSKnUR UR5nURUURURS9$![ a [ S5ef=f)r1rr2rNr3r5) r6r7rrAr9rr:rr?rr)rmr3r9r@rs r,rAOpenAIChat.get_token_idss   A  "7(. .  ))$//:zz  00#66   A  s A--BrArYrZrXrc)rrWrr]r\rr[r\r_rarbrdrerf)'rgrhrirjrkr!rUrnrdrr9rrjr{r}rErrrrorrr"rmrrrrlrrrrrr r)r.rArrrsrts@r,rrsc d3FC3dD9L#9%J%#(#>L.>V%*$i$HNMHO%*4z%JO]J#'L-&K<!$7OT7,It/?BuO<D3AF>F7(# $ 00d!! ?C   (;  *%):> "8    # .%)?C "=    ( .%):> ! ! "! 8 !  !  ! L%)?C ! ! "! = !  !  ! FKK  r.r)r'zSet[str]r(ryr)ryr\None)r;ryr\r)r(ryr;ryr\rrXrc)rNUnion[BaseOpenAI, OpenAIChat]rFzHOptional[Union[AsyncCallbackManagerForLLMRun, CallbackManagerForLLMRun]]r\zCallable[[Any], Any])rNrrFr^rXrr\r)rNrrFr`rXrr\r)> __future__rloggingrr6rtypingrrrrrr r r r r rrrrrlangchain_core._api.deprecationrlangchain_core.callbacksrr#langchain_core.language_models.llmsrrlangchain_core.outputsrrrlangchain_core.utilsrrrlangchain_core.utils.pydanticrlangchain_core.utils.utilsrpydanticr r!r" langchain_community.utils.openair# getLoggerrgr<r-r<r>rBrPr_rergrrrrAr.r,rs" $7UII 5:779   8 $ 9  9, 9;I 9  9 #  S   &  ,7;, &,3,, ,(<@2 &2822 2&C 2C 2L (E>WXLZLYL4 E6TX *X X v  4 O O  O r.