Mix%d%SSKrSSKrSSKJr SSKJrJrJrJrJ r J r J r J r J r SSKrSSKrSSKJrJrJrJr SSKJr SSKJr SSKJr SSKJr SS KJr SS KJrJ r SS K!J"r"J#r# SS K$J%r% SS K&J'r' \%"5r(\%\)S'SSK*J+r+J,r,J-r-J.r.J/r/J0r0J1r1 SSK2J3r3 SSK4J5r5 SSK6J7r7 SSK8J9r9 SSK:J;r;Jr> SSK?J@r@JArAJBrBJCrC SSKDJErE \S\@4Sj5rF\ S8S\GS\ \GS\ \HS\ \ \G\74S\ \GS\ \GS \ \GS!\ \GS"\ \GS#\ \GS$\ \GS%\ S&S\\\\@44S'jj5rI\ S8S(S).S\GS\ \GS\ \HS\ \ \G\74S\ \GS\ \GS \ \GS!\ \GS"\ \GS#\ \GS$\ \GS%\ S(S\@4S*jjj5rI\S8S\GS\ \GS\ \HS\ \ \G\74S\ \GS\ \GS \ \GS!\ \GS"\ \GS#\ \GS$\ \GS\ \@\\\\@444S+jj5rI\S\@4S,j5rJ\S9S-\( $1 #2249JKK ,0 mT * *$5}5H  } 5 5$H   / /**H  Q L+  1=X 3 "    sN6E A0D")D*AD" D  D"E D" D"" E ,EE  E promptr3nqualityresponse_formatsizestyleuserapi_keyr5 api_versionr4Tc  gNr=rYr3rZr[r\r]r^r_timeoutr`r5rar9r4rNs rWrArAr&F)r4c  grcr=rds rWrArArfrgc  <[5nU RSS5nU RSS5nU RSS5nU RSS5nU RSS5nU RSS5nU RS S5nU RS 05nU RS 5nU RS S5nU RS S5nU RSS5=(d 0nU RSS5nUbURU5 [RR 5nSnUcU b[ UU U S9upnn OSnSn UURS'/SQn[nUU-n U R5V!V"s0sHun!n"U!U ;dMU!U"_M n#n!n"Sn$U bIU [RR5;a'[R"U=(d U[U 5S9n$[SCU=(d UUUUUUUU U$S. U#D6n%[!SC0U D6n&Un'U'R#UUU%USUUUUUS0S. U S9 SU'R$;aU U'R$S'Ub ['UUS9$U S:XGa2[)S5=(d Sn(U =(d" [R*=(d [)S5n U =(d" [R,=(d [)S5n U =(dK [R.=(d4 [R0=(d [)S5=(d [)S 5n U%R3S!S5=(d [)S"5n)S#U S$.n*U*R5Hun!n"U!U;dMU"UU!'M [4R6"UUUU U U)UUU%UU UUUU&S%9nU$U [RR8[RR:[RR<[RR>[RR@4;a-U$c[CS&U 35e[DRGU UUU$U%U U&UUUS'9 $U S(:XaS)S*K$J%n+ U+RMU 5n U+ROU 5n UbUU%S 'S#U S$.n*U*R5Hun!n"U!U;dMU"UU!'M [4R6"UUUU U SUUU%UU UUUU&S%9nU$U S:Xd2U [RPRR:XdU [RT;a;U RS+S5n,[VR6"UUUU =(d UU UU%UU,UUS,9 nU$U S-:Xa-Uc [YS.5e[ZR6"UUUUU%UUUU U S/9 nU$U S0:XGaCU%R3S1S5=(d; U%R3S2S5=(d" [R\=(d [)S35n-U%R3S4S5=(d; U%R3S5S5=(d" [R^=(d [)S65n.U%R3S7S5=(d$ U%R3S8S5=(d [)S95n/U =(d4 [R*=(d [)S:5=(d [)S;5n [`R6"UUUUU%UU-U.U/UU US<9 nU$U [Rb;aSn0[RdHn1U1S=U :XdMU1S>n0M U0c [gXS?9eUS@La5Sn2Ub[iU[j5(aUn2U0RmUUU U UU%UUU2SA9 nU$Sn3Ub[iU[n5(aUn3U0R7UUU U UU%UUU3SA9 nU$s sn"n!f![Xan4[qUU U4[5U SB9eSn4A4ff=f)Dzj Maps the https://api.openai.com/v1/images/generations endpoint. Currently supports just Azure + OpenAI. r4Flitellm_call_idN logger_fn mock_responseproxy_server_requestazure_ad_token_provider model_infometadatalitellm_logging_objr extra_headersheaders base_model)r3r9r5dall-e-2r7r3)r_rr5rar` deployment_id organizationbase_urldefault_headersre max_retriesrZr[r]r^r3provider) r3rZr[r\r]r^r_r9provider_config) reazurerjrkrmrorppreset_cache_keystream_responser3r_optional_paramslitellm_paramsr9r9)r3rlr~AZURE_API_TYPEAZURE_API_BASEAZURE_API_VERSIONAZURE_OPENAI_API_KEY AZURE_API_KEYazure_ad_tokenAZURE_AD_TOKENzapplication/json)z Content-Typezapi-key)r3rYrer`r5rrn logging_objrmodel_responserar4rrsrz-image generation config is not supported for ) r`r3rY image_generation_provider_config(image_generation_optional_request_paramsr9rrrerazure_air)AzureFoundryModelInforw) r3rYrer`r5rrrrwr4rbedrockz!Model needs to be set for bedrock) r3rYrerrrr4rr5r` vertex_aivertex_projectvertex_ai_projectVERTEXAI_PROJECTvertex_locationvertex_ai_locationVERTEXAI_LOCATIONvertex_credentialsvertex_ai_credentialsVERTEXAI_CREDENTIALSVERTEXAI_API_BASEVERTEX_API_BASE) r3rYrerrrrrrr4r5rr|custom_handlerr3r9T) r3rYr`r5rrrrerr8r=)9localsrEupdatelitellmutilsr+r-_hidden_paramsr*itemsr) _member_map_valuesr,$get_provider_image_generation_configr.rupdate_environment_variablesmodel_call_detailsrr#r5rar` azure_keypoprrARECRAFTAIMLGEMINIFAL_AIRUNWAYMLrJrimage_generation_handler"litellm.llms.azure_ai.common_utilsr get_api_base get_api_key LITELLM_PROXYvalueopenai_compatible_providersr rKrrrr"_custom_providerscustom_provider_maprrGrrXrr)5rYr3rZr[r\r]r^r_rer`r5rar9rNrMr4rjrkrlrmrnrorprqrrrrsrtrdynamic_api_key openai_paramsrdefault_paramskvnon_default_paramsimage_generation_configrlitellm_params_dictloggingapi_typerryrrwrrrritemasync_custom_client custom_clientrVs5 rWrArAs2Y x **%6> **%6=JJ{D1 '-zz/4'H %zz*@$G"(**-F"MZZ d3 ::j"-17 $8  %+ 33  !  1:6:.,,+"#2&(<($$(#% !4 - " !(B(B B@SG & &'< =  $(uMR R ' )%&67B7HW7#3#3W~FV7WH7&&7!"56 3??3$$3""893"/2 -00 $2 01  !3"O(--/1G#!"GAJ04DD!-(?/ /-' /2NTm!  ( (  % %  ' '  ' '  ) ) %  '. CDWCXY$<<1H9H$72/=  !J . P,99(CH+77@G(3@0!3"O(--/1G#!"GAJ04DD!#(?/ /-' /2N\y 8 +"l&@&@&F&FF"g&I&II+1**^T*JL4EE2?!/ /-) / NlS!I -} CDD5FF/ /- /! NLu!K /##$4d;6"&&':DA6))6""45  ##$5t<7"&&';TB7**7""56  ##$8$?:"&&'>E:!"89 5##5!"565""34 5EE/ /-0 2#5 /! N@c 7#<#< <37N33 #'::%)*:%;N4%, $&BF#%*V=M*N*N*0'"0!A!A!#%#1$3 3#."B ":#8< %*V[*I*I$*M"0!@!@!#%#1$3 3#("A "A  B   3 $h    syE;]7= ]1]1C]7D]7&,]7B/]7A]7,]7 A2]7<2]7/E ]790]7-A]7<4]71]77 ^^^c # [R"5nURSS5nURSS5nSUS'[[/UQ70UD6n[ R "5n[URU5nUc Ub[X1RSS5S9up nURSU5IShvN n [U [5(d[U [5(a$[U [5(a [S 0U D6n U n U $[R"U 5(a U IShvN n U $URSU5IShvN n U $NN$N ![an U=(d Sn[UUU UUS 9eSn A ff=f7f) au Asynchronously calls the `image_variation` function with the given arguments and keyword arguments. Parameters: - `args` (tuple): Positional arguments to be passed to the `image_variation` function. - `kwargs` (dict): Keyword arguments to be passed to the `image_variation` function. Returns: - `response` (Any): The response returned by the `image_variation` function. r3Nr9T async_callr5r6r7r8r=)r>r?rErimage_variationrBrCrDr-rFrGrHr+rIrKrrLs rWaimage_variationrs  ! ! #D JJw %E **%:DAF<# 888&&(#CGGT2  &5+<+;jjT&B, (AAq #2249JKK mT * *j =/ / -.. - > > $H    / /**H"11$8IJJHL+K  1=X 3 "    sy?E>A6E8E9AE E> E+E,E1E>2EEE E>EEE E;E66E;;E>image)urlb64_jsonc :URSS5n[[URS55n[S0UD6n [ UU RSS5U RSS5U RSS5S9upp[ U 5n [ U 5n[5nSn[R"U=(d S U S 9nUc[S U S[ 35eURU RSS55nURU RSS55n U[ R:XaJUc [S 5eU c [S 5e[R"UUU UUU RSS5U U0U S9 nOkU[ R :XaWUc [S5eU c [S5e["R"UUU UUU RSS5=(d [$U U0U US9 nUc[SU S[ 35eU$![a [SU S[ 35ef=f)Nrrqr9r5r`)r3r9r5r`z"Invalid image variation provider: z. Supported providers are: r{z_image variation provider has no known model info config - required for getting api keys, etc.: z/API key is required for OpenAI image variationsz0API base is required for OpenAI image variationsre) rr`r5r3rrer9rrrz.API key is required for Topaz image variationsz/API base is required for Topaz image variations) rr`r5r3rrer9rrrrr=)rEr LiteLLMLoggingObjrr-r)r'rJr+r,get_provider_model_inforrOPENAIr!image_variationsTOPAZrDEFAULT_REQUEST_TIMEOUT)rr3rZr\r]r_rNrrqrr9rr5 llm_providerimage_variation_providerrrUr}r`s rWrrNsZZ$ 'F0&**=R2ST(1&1N,>z4,PQH#D#K#KK ?NO O  OP P*;;)"&&y$7 3+)   "%F%L%L L ?MN N  NO O+<<)"&&y$7R;R 3+)  01D0EE`bCaD E   OA  01D0EE`bCaD E   s =G:: Hmaskrr extra_query extra_bodyrer9c [5nURS5nURSS5nURSS5SLn[U[5(aUOU/nURS5n0n[U[ 5(aUR U5 [U [ 5(aUR U 5 U(a [ U5n [S0UD6n[U=(d [U S9up- n[R"U[R"U 5S 9nUc[S U 35eUR U5 [R "U5n[R""UUUS 9nUR%UU[ U5SU0UEU S 9 [&R("UUUUUU UUU U U =(d [*UURS 5S9 $![,an[R."UU UUUS9eSnAff=f)zO Maps the image edit functionality, similar to OpenAI's images/edits endpoint. rqrjNrFTrsrr{z image edit is not supported for )r3image_edit_provider_configimage_edit_optional_paramsrr) r3rrYr"image_edit_optional_request_paramsr9rrrrrre _is_asyncrr8r=)rrErrGlistrHrr&r-rr,get_provider_image_edit_configrr)rJr0'get_requested_image_edit_optional_paramget_optional_params_image_editrrimage_edit_handlerrrKr)rrYr3rrZr[r\r]r_rrrrrer9rN local_varsrqrjrimagesheaders_from_kwargsmerged_extra_headersrrSrrimage_edit_request_paramsrVs rW image_editrs$0JW 17r?rr-rErGrrrrBrCrDrFrIrKr)rr3rYrrZr[r\r]r_rrrrrer9rNrrOrSrrPrQrRrTrUrVs rW aimage_editr!sP>J- %%'#|  &+2+C+CnnZ&F, (A"Aq%UD11w  + 3   &&(#CGGT2"2249JKK   } - -**H%HL+  $$ 3 (    sY D(B C: $C>/C<0C>5D(6C>9D(:C><C>> D%D  D%%D() NNNNNNNiXNNNN)rur/rNN) NNNNNNNNNNNN) NNNNNNNNNNN)Pr>rB functoolsrtypingrrrrrr r r r httpxrr rrrlitellm.constantsrrrlitellm.exceptionsr*litellm.litellm_core_utils.litellm_loggingr)litellm.litellm_core_utils.mock_functionsrlitellm.llms.base_llmrr&litellm.llms.custom_httpx.http_handlerrr*litellm.llms.custom_httpx.llm_http_handlerrlitellm.llms.custom_llmrr__annotations__ litellm.mainrrrrr r!r"litellm.secret_managers.mainr#litellm.types.images.mainr$litellm.types.llms.openair%litellm.types.routerr&litellm.types.utilsr'r(r)r* litellm.utilsr+r,r-r.rr0rXstrintrArrfloatTimeoutrrr=rgrWrsWWW GG:H5SKPPI-(:';$;8DC5 )5 5 5 v  CG%) !"!%  C=}eC!>>? @  c]  3-  C= 3-c]sm#T]"sC&'# .  CG%) !"!%',  C=}eC!>>? @  c]  3-  C= 3-c]sm#U^"# . CG%) !"!%q q C=q }q eC!>>? @ q c] q 3- q  C=q  3-q c]q smq #q   c3 %&(q q h 3 }3 3 l 27 \ \ \ \./ \ 3- \ 3- \\\~ CG%)/3,0+/59)-#o DO+ ,o o  C=o  3- o } o eC!>>? @ o c]o  3-o  3-o DcN+o $sCx.)o c3h(o eE5==01 2o ""##o & =)Cm$;< <='o o d CG%)/3,0+/59)-#L DO+ ,L L  L  3- L } L eC!>>? @ L c]L  3-L  3-L DcN+L $sCx.)L c3h(L eE5==01 2L ""##L &'L L rg