Cj %%SSKrSSKrSSKrSSKJr SSKJrJrJrJ r J r J r J r J r JrJr \(aSSKJr SSKrSSKrSSKJr SSKJr SSKJr SSKJr SS KJr SS KJr SS KJr SS K J!r!J"r" SS K#J$r$J%r% SS K&J'r' SSK(J)r) SSK*J+r+J,r, \'"5r-\'\.S'SSK/J0r0 SSK1J2r2 SSK3J4r4 SSK5J6r6J7r7J8r8J9r9J:r:J;r;Jr> SSK?J@r@ SSKAJBrB SSKCJDrD SSKEJFrFJGrGJHrH SSK*JIrIJJrJJKrKJLrL SqM\ S\.S'S@SjrN\S\I4Sj5rO\SAS \PS!\ \PS"\ \QS#\ \ \P\B4S$\ \PS%\ \PS&\ \PS'\ \PS(\ \PS)\ \PS*\ \PS+\ S,S\\\\I44S-jj5rR\SAS.S/.S \PS!\ \PS"\ \QS#\ \ \P\B4S$\ \PS%\ \PS&\ \PS'\ \PS(\ \PS)\ \PS*\ \PS+\ S.S\I4S0jjj5rR\SAS \PS!\ \PS"\ \QS#\ \ \P\B4S$\ \PS%\ \PS&\ \PS'\ \PS(\ \PS)\ \PS*\ \PS\ \I\\\\I444S1jj5rR\S\I4S2j5rS\SBS3\0S!\PS"\QS$\ S4S%\ \PS'\ \PS\I4S5jj5rT\SCS3\ \ \0\ \04S \ \PS!\ \PS6\ \PS"\ \QS#\ \ \P\B4S$\ \PS%\ \PS'\ \PS7\ \ \P\4S8\ \ \P\4S9\ \ \P\4S:\ \ \U\R4S;\ \PS\ \I\\\\I444S<jj5rW\SDS3\ \0\ \04S!\PS \PS6\ \PS"\ \QS#\ \ \P\B4S$\ \PS%\ \PS'\ \PS7\ \ \P\4S8\ \ \P\4S9\ \ \P\4S:\ \ \U\R4S;\ \PS\I4S=jj5rXS>\PS\4S?jrYg)EN)partial) TYPE_CHECKINGAny CoroutineDictListLiteralOptionalUnioncastoverloadImageEditRequestUtils)client)DEFAULT_IMAGE_ENDPOINT_MODEL)request_timeout)LiteLLMUnknownProvider)Logging)mock_image_generation)BaseImageEditConfigBaseImageGenerationConfig)AsyncHTTPHandler HTTPHandler)BaseLLMHTTPHandler) CustomLLM)exception_typeget_litellm_paramsllm_http_handler) FileTypes)bfl_image_edit)bfl_image_generation)azure_chat_completionsbase_llm_aiohttp_handlerbase_llm_http_handlerbedrock_image_editbedrock_image_generationopenai_chat_completionsopenai_image_variations)get_secret_str)ImageEditOptionalRequestParams)ImageGenerationRequestQuality)GenericLiteLLMParams)!LITELLM_IMAGE_VARIATION_PROVIDERS LlmProvidersall_litellm_params) ImageResponseProviderConfigManagerget_llm_providerget_optional_params_image_genr_ImageEditRequestUtils_cachereturncz[c&[R"[5nURq[ce[$)z7Get ImageEditRequestUtils, loading it lazily if needed.)r4 importlib import_module__name__r)modules e/home/rurouni/.local/share/pipx/venvs/strix-agent/lib/python3.13/site-packages/litellm/images/main.py_get_ImageEditRequestUtilsr<Ms8$+((2'-'C'C$ ' 33 3 ''c # [R"5n[U5S:aUSOUSnSUS'Sn[[/UQ70UD6n[ R "5n[URU5n[X1RSS5S9up nURSU5IShvN n Sn [U [5(a [S 0U D6n O=[U [5(aU n O%[R"U 5(a U IShvN n U c [S5eU $NtN![ an U=(d S n[#UUU UUS 9eSn A ff=f7f) ay Asynchronously calls the `image_generation` function with the given arguments and keyword arguments. Parameters: - `args` (tuple): Positional arguments to be passed to the `image_generation` function. - `kwargs` (dict): Keyword arguments to be passed to the `image_generation` function. Returns: - `response` (Any): The response returned by the `image_generation` function. rmodelTaimg_generationNapi_baser?rAz?Unable to get Image Response. Please pass a valid llm_provider.openair?custom_llm_provideroriginal_exceptioncompletion_kwargs extra_kwargs)asyncioget_event_looplenrimage_generation contextvars copy_contextrunr2getrun_in_executor isinstancedictr0 iscoroutine ValueError Exceptionr argskwargsloopr?rEfuncctxfunc_with_context_ init_responseresponsees r;aimage_generationrcYs[  ! ! #D4y1}DG&/E $F % '9$9&9&&(#CGGT2'7**Z">( $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 promptr?nqualityresponse_formatsizestyleuserapi_keyrA api_versionr@Tc  gNrIrdr?rerfrgrhrirjtimeoutrkrArlrEr@rZs r;rMrM&r=F)r@c  grnrIros r;rMrMrqr=c  $[5nU RSS5nU RSS5nU RSS5nU RSS5nU RSS5nU RSS5nU RS S5nU RS 05nU RS 5nU RS S5nU RS S5nU RSS5=(d 0nU RSS5nUbURU5 [RR 5nSnUcU b[ UU U S9upnn OSnSn UURS'/SQn[nUU-n U R5V!V"s0sHun!n"U!U ;dMU!U"_M n#n!n"Sn$U bIU [RR5;a'[R"U=(d U[U 5S9n$[SBU=(d UUUUUUUU U$S. 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Currently supports just Azure + OpenAI. r@Flitellm_call_idN logger_fn mock_responseproxy_server_requestazure_ad_token_provider model_infometadatalitellm_logging_objr extra_headersheaders base_model)r?rErAdall-e-2rCr?)rjrrArlrk deployment_id organizationbase_urldefault_headersrp max_retriesrerfrhrir?provider) r?rerfrgrhrirjrEprovider_config)rpazurertrurwrypreset_cache_keystream_responserZr?rjoptional_paramslitellm_paramsrErE)r?rvrAZURE_API_TYPEAZURE_API_BASEAZURE_API_VERSIONAZURE_OPENAI_API_KEY AZURE_API_KEYazure_ad_tokenAZURE_AD_TOKENr) get_azure_ad_token_from_entra_id tenant_id client_id client_secret azure_scopez,https://cognitiveservices.azure.com/.default)rrrscopez Content-Typezapplication/jsonzapi-key)r?rdrprkrArrx logging_objrmodel_responserlr@rr}rz-image generation config is not supported for rA) rkr?rd image_generation_provider_config(image_generation_optional_request_paramsrErrrprblack_forest_labs+Model needs to be set for black_forest_labs) r?rdrrrrrpr|rr@azure_ai)AzureFoundryModelInfor) r?rdrprkrArrrrr@rr}bedrock!Model needs to be set for bedrock) r?rdrprrrr@rrArkrcustom_handlerr?rET) r?rdrkrArrrrprrDrI)=localsrQupdatelitellmutilsr0r2_hidden_paramsr/itemsr. _member_map_valuesr1$get_provider_image_generation_configr3rupdate_from_kwargsmodel_call_detailsrr)rArlrk azure_keypoplitellm.llms.azure.common_utilsrr"rMRECRAFTAIMLGEMINIFAL_AI STABILITYRUNWAYML VERTEX_AI OPENROUTER DASHSCOPErVrimage_generation_handlerrWr!"litellm.llms.azure_ai.common_utilsr get_api_base get_api_key LITELLM_PROXYvalueopenai_compatible_providersr'r&_custom_providerscustom_provider_maprrSrrcrr)8rdr?rerfrgrhrirjrprkrArlrErZrYr@rtrurvrwrxryrzr{rr|r}r~rdynamic_api_key openai_paramsrdefault_paramskvnon_default_paramsimage_generation_configrlitellm_params_dictloggingapi_typerrrrrrr _api_baserrritemasync_custom_client custom_clientrbs8 r;rMrMs2l x **%6> **%6=JJ{D1 '-zz/4'H %zz*@$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  '. 033K@ /33K@ 3 7 7 H '++M:FE }.N"+"+&3) /+ 2O "-4 *'--/1G#!"GAJ04DD!-(?/ /-' /2NB[!  ( (  % %  ' '  ' '  * *  ) )  * *  + +  * * %  '. CDWCXY !4G$4$4I.7  +#<<1H9H$72/=  !$7 7} MNN'88- /2/+ /  !J . P,99(CH+77@G(3@0 2O "-4 *'--/1G#!"GAJ04DD!#(?/ /-' /2NRo 8 +"l&@&@&F&FF"g&I&II(3@0*0**^T*JL4EE2?!/ /-) / N^C!I -} CDD5FF/ /- /! 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 "g  h   3 $h    sxE;]+= ]%]%C]+F]+!,]+D1]+0]+1A]+,]+>A;]+:2]+-0]+!A]+04]+%]++ ^5^  ^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. r?NrET async_callrArBrCrDrI)rJrKrQrimage_variationrNrOrPr2rRrSrTr0rUrWrrXs r;aimage_variationrMs  ! ! #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)Nrr{rErArk)r?rErArkz"Invalid image variation provider: z. Supported providers are: rz_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 variationsrp) rrkrAr?rrprErrrz.API key is required for Topaz image variationsz/API base is required for Topaz image variations) rrkrAr?rrprErrrrrI)rQr LiteLLMLoggingObjrr2r.r-rVr0r1get_provider_model_inforrOPENAIr(image_variationsTOPAZr#DEFAULT_REQUEST_TIMEOUT)rr?rergrhrjrZrr{rrErrA llm_providerimage_variation_providerrrarrks r;rrsZZ$ '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:: Hmaskr| extra_query extra_bodyrprEc  [5n/SQn[nUU-nUR5VVs0sHunnUU;dMUU_M nnnURS5nURSS5nURSS5nURS05nUR SS5S Ln[ U[ 5(aUOUbU/O/nURS 5n0n[ U[5(aURU5 [ U [5(aURU 5 U(a [U5n [S"0UD6n[U=(d [U S 9up- nU [R;GaDSn [RHn!U!S U :XdMU!S n M U c [X-S 9e[!5n"U(aSn#URS5b5[ URS5["5(aURS5n#U R%UUUU"URS5URS5UUU U#S9 $Sn$URS5b5[ URS5[&5(aURS5n$U R)UUUU"URS5URS5UUU U$S9 $[*R,"U[R."U 5S9n%U%c[1SU 35eURU5 [35R5U5n&[35R7UU%U&URS5URS5S9n'UR9UUU[U'50U'EUUS.EU S9 U S:XasUc [;S5eU'RU5 [<R("UUUU UU'[!5UURS5URS5U URS5S9 $U S:XaMU'RU5 [>R@"UUUU%U'U UUU U U =(d [BUURS5S9 $U S:XaXUc [;S5eU'RU5 [DR("UUUU'UUU =(d [BU URS5US 9 $[>R@"UUUU%U'U UUU U U =(d [BUURS5S9 $s snnf![:an([RF"UU U(UUS!9eSn(A(ff=f)#zO Maps the image edit functionality, similar to OpenAI's images/edits endpoint. )rjrrArlrkrrrrrprrerfrhrirr{rtNryrzrFTr}rrrrrkrA) r?rrdrrkrArrrprrz image edit is not supported for drop_paramsadditional_drop_params)r?image_edit_provider_configimage_edit_optional_paramsrr)rtryrrr) r?rrdrprrr aimage_editrrAr|rk stability) r?rrdr"image_edit_optional_request_paramsrErrr|rrp _is_asyncrrr) r?rrdrrrrpr|rrrDrI)$rr/rrQrrSlistrTrr,r2rrrrrr0rrr image_editr1get_provider_image_edit_configr.rVr<'get_requested_image_edit_optional_paramget_optional_params_image_editrrWr%r$image_edit_handlerrr r))rrdr?rrerfrgrhrjr|rrrprErZ local_varsrlitellm_params_listrrrrr{rtryrzrimagesheaders_from_kwargsmerged_extra_headersrr_rrrrrrrimage_edit_request_paramsrbs) r;rrs0Ja  $1&)<<#\\^ +TQq/FDAqD^  28OE7UW %jj3/1 )4 0 0 ' '(; < mT * * ' ' 6  !56M.77+;77 3, (Aq '";"; ;26N33 #'::%)*:%;N4%,+_NBF#::h'3 JJx(*:99+1**X*>'%11 !#1"JJy1#ZZ 3$* 3#.2  8< ::h'3 JJx(+99%+JJx$8M%00 !#1"JJy1#ZZ 3$* 3#(1   " @ @ --.AB  # & -?@S?TUV V&! ' ( P P   # ' ( G G'A'A =1#)::.F#G H  " .. !:;+#2( !4 /  ) +} CDD % , ,-? @%00/ 9,%zz(+J/+ 9-  !K / % , ,-? @(;;+E3L$7-/+%:#:#zz(+ !$7 7} MNN % , ,-? @!,,3L-/:#:+zz(+%  %77'A/H 3)+'!66::h'  k J  $$ 3 (    sW"S SSES B$S 4A>S 3D9S -AS AS ;S S T*TTcT# [5n[R"5nSUS'U c)[R"XR SS5S9unn n[ U[5(aUOU/n[[4UUUUUUUUUU U S. UD6n[R"5n[URU5nURSU5IShvN n[R"U5(a UIShvN nU$UnU$N/N ![an[R "UU UUUS9eSnAff=f7f)aa Asynchronously calls the `image_edit` function with the given arguments and keyword arguments. Parameters: - `args` (tuple): Positional arguments to be passed to the `image_edit` function. - `kwargs` (dict): Keyword arguments to be passed to the `image_edit` function. Returns: - `response` (Any): The response returned by the `image_edit` function. TrNrrB) rrdrr?rerfrgrhrjrprErD)rrJrKrr2rQrSrrrrNrOrPrRrUrWr)rr?rdrrerfrgrhrjr|rrrprErZrr[r_rr\r]r^r`rarbs r;rrsP>J- %%'#|  &+2+C+CnnZ&F, (A"Aq%UD11w  + 3   &&(#CGGT2"2249JKK   } - -**H%HL+  $$ 3 (    sY D(B C: $C>/C<0C>5D(6C>9D(:C><C>> D%D  D%%D(namecUS:Xa0SSKJn [R"[5nXR S'U$[ S[<SU<35e)z*Lazy import handler for images.main modulerrzmodule z has no attribute )rrr7r8r9__dict__AttributeError)r_ImageEditRequestUtilsr:s r; __getattr__r1sL &&J((23I/0%% 78,.@I JJr=)r5r) NNNNNNNiXNNNN)rrrNN)NNNNNNNNNNNNNN) NNNNNNNNNNN)ZrJrNr7 functoolsrtypingrrrrrr r r r r litellm.images.utilsrhttpxrrlitellm.constantsrrrlitellm.exceptionsr*litellm.litellm_core_utils.litellm_loggingrr)litellm.litellm_core_utils.mock_functionsrlitellm.llms.base_llmrr&litellm.llms.custom_httpx.http_handlerrr*litellm.llms.custom_httpx.llm_http_handlerrlitellm.llms.custom_llmr litellm.utilsrrr__annotations__.openai.types.audio.transcription_create_paramsr1litellm.llms.black_forest_labs.image_edit.handlerr 7litellm.llms.black_forest_labs.image_generation.handlerr! litellm.mainr"r#r$r%r&r'r(litellm.secret_managers.mainr)litellm.types.images.mainr*litellm.types.llms.openair+litellm.types.routerr,litellm.types.utilsr-r.r/r0r1r2r3r4r<rcstrintrMrrfloatTimeoutrrrrIr=r;r!sP   : :H5>SKPPI-<(:';$;DMX8DC5 CGh'>?F(5 5 5 v  CG%) !"!%  C=}eC!>>? @  c]  3-  C= 3-c]sm#T]"sC&'# .  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