+ Ti^RIt^RIt^RIHtHtHtHtHtHt^RI H t ^RI H t ^RI H t^RI Ht^RI Ht^RI Ht^R I Ht^R I Ht^R I Ht^R IHt^R IHt^RIHt^RIHtHt]P>!R4t RRlt!RRlt"RRlt#RRRllt$RRRllt%RRRllt&RRRllt'RRR llt(RR!R"llt)RR#R$llt*RR%R&llt+RR'R(llt,RR)R*llt-RR+R,llt.RR-R.llt/RR/R0llt0RR1R2llt1RR3R4llt2RR5R6llt3RR7R8llt4RR9R:llt5RR;R<llt6RR=R>llt7RR?R@llt8RRARBllt9RRCRDllt:RRERFllt;RRGRHlltRRMRNllt?RRORPllt@RRQRRlltARRSRTlltBRRURVlltCRRWRXlltDRRYRZlltERR[R\lltFRR]R^lltGRR_R`lltHRRaRblltIRRcRdlltJRReRflltKRRgRhlltLRRiRjlltMRRkRllltNRRmRnlltORRoRplltPRRqRrlltQRRsRtlltRRRuRvlltSRRwRxlltTRRyRzlltURR{R|lltVRR}R~lltWRRRlltXRRRlltYRRRlltZRRRllt[RRRllt\RRRllt]RRRllt^RRRllt_RRRllt`RRRlltaRRRlltbRRRlltcRRRlltdRRRllteRRRlltfRRRlltgRRRllthRRRlltiRRRlltjRRRlltkRRRlltlRRRlltmRRRlltnRRRlltoRRRlltpRRRlltqRRRlltrRRRlltsRRRllttRRRlltuRRRlltvRRRlltwRRRlltxRRRlltyRRRlltzRRRllt{RRRllt|RRRllt}RRRllt~RRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRlltRRRllt!RR] EP*4t!RR] EP*4tR#)N)Any AsyncIterator AwaitableIteratorOptionalUnion) urlencode) _api_module)_base_transformers)_common) _extra_utils) _mcp_utils) _transformers)errors)types) BaseApiClient)get_value_by_path)set_value_by_path) AsyncPagerPagerzgoogle_genai.modelsc(V^8dQhR\RR/# enum_valuereturnNr)formats"^/home/kuhnn/.local/share/uv/tools/nano-pdf/lib/python3.14/site-packages/google/genai/models.py __annotate__r(sQQQQcDV\R.49d\V R24hR#) ALLOW_ALL+ enum value is not supported in Gemini API.Nset ValueErrorrs&r(_PersonGeneration_to_mldev_enum_validater((s)3 }%%  |#NO PP&r c(V^8dQhR\RR/#rr)rs"rrr-sQQ#Q$Qr cDV\R.49d\V R24hR#) BLOCK_NONEr#Nr$r's&r)_SafetyFilterLevel_to_mldev_enum_validater,-s)3 ~&&  |#NO PP'r c(V^8dQhR\RR/#rr)rs"rrr2s QQQ Qr cDV\R.49d\V R24hR#)STYLEr#Nr$r's&r4_VideoGenerationReferenceType_to_mldev_enum_validater02s*3y>!  |#NO PP"r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r from_object parent_object root_objectrrdictstrrobjectr)rs"rrr9ntCH~v-.DcN+%S#X 678 #s(^ r c/p\VR.4e\VR.\VR.44\VR.4e \R4h\VR.4e\VR.\VR.44V#)data display_name6display_name parameter is not supported in Gemini API. mime_typemimeTypegetvsetvr&r3r4r5 to_objects&&& r_Blob_to_mldevrF9sw !) +x ,VHd;9: +'(4 M NN + }%1ZL${[M"BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrKn66tCH~v-.6DcN+6%S#X 6786 #s(^ 6r c f/p\VR.4e\VR.\VR.44\VR.4e$\VR.\\VR.4W244\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR .4e\VR .\VR .44\VR .4e\VR .\VR .44\VR .4e\VR .\VR .44\VR.4e)\TR.\VR.4Uu.uFqDNK up4\VR.4e\VR.\VR.44V#uupi)contentcitationMetadatacitation_metadata tokenCount token_count finishReason finish_reason avgLogprobs avg_logprobsgroundingMetadatagrounding_metadataindexlogprobsResultlogprobs_result safetyRatingssafety_ratingsurlContextMetadataurl_context_metadata)rBrC_CitationMetadata_from_mldevr3r4r5rEitems&&& r_Candidate_from_mldevr_Ks !) + {#/YKkI;!?@ +*+,8 $ 12 3Y  + ~&2]OT+ ~%FG +'(4_%tK.9I'JK + '3^$d;&HI ++,-9  [./0  +y!-WItK';< +()*6&'k?>$>?  +,-.:   [/01  @s3 F. c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrn  tCH~v-. DcN+ %S#X 678  #s(^ r c/p\VR.4e)\TR.\VR.4Uu.uFqDNK up4V#uupi)citationSources citationsrBrCr]s&&& rr\r\sW !) +)*+7  {->,?@A@$@A  Bs < c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#r api_clientr3r4r5rrrr7r8rr9r)rs"rrrsxtCH~v-.DcN+%S#X 678   #s(^ r c &/p\VR.4e0\VRR.\P!V\VR.444\VR.4e=\TR.\P!\VR.44Uu.uFqUNK up4V#uupi)model_urlcontents)rBrCtt_model t_contentsrhr3r4r5rEr^s&&&& r"_ComputeTokensParameters_to_vertexrrs !) +y!-  *d; :;  + |$0  ,,tK*'FGHG$GH  Is; B c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrntCH~v-.DcN+%S#X 678 #s(^ r c/p\VR.4e\VR.\VR.44\VR.4e)\TR.\VR.4Uu.uFqDNK up4V#uupi)sdkHttpResponsesdk_http_response tokensInfo tokens_inforer]s&&& r"_ComputeTokensResponse_from_vertexrzs !) +)*+7'(${=N + ~&2 / |n -y  r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrntCH~v-.DcN+%S#X 678 #s(^ r c /p\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4\VR.4e\VR.\VR.44V#uupi)partsrole)rBrC_Part_to_mldevr]s&&& r_Content_to_mldevrs !) +y!-  [7)4 4 4K 84  +x ,VHd;9:  sA/ c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrntCH~v-.DcN+%S#X 678 #s(^ r c/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#) control_type controlType enable_control_image_computationcomputeControlrerDs&&& r!_ControlReferenceConfig_to_vertexrsi !) +'(4]OT+7G%HI +:;<H  [=>? r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrntCH~v-.DcN+%S#X 678 #s(^ r c/p\VR.4e \R4h\VR.4e \R4h\VR.4e \R4hV#)system_instructionz  +y!-  [7)4 4 D[ 94  ++,-9 # 23 4i   s%B5 c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrIsxtCH~v-.DcN+%S#X 678   #s(^ r c /p\VR.4e0\VRR.\P!V\VR.444\VR.4eH\TR.\P!\VR.44Uu.uFp\ WTV4NK up4\VR.4e\ \VR.4WC4V#uupirkrlrmconfig)rBrCrnrorprrrqs&&&& r_CountTokensParameters_to_mldevrIs !) +y!-  *d; :;  + |$0   T+ |%DE E d{ ;E  +z". [8*%y  s;B? c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrisxtCH~v-.DcN+%S#X 678   #s(^ r c r/p\VR.4e0\VRR.\P!V\VR.444\VR.4e=\TR.\P!\VR.44Uu.uFqUNK up4\VR.4e\ \VR.4WC4V#uupir)rBrCrnrorprrqs&&&& r _CountTokensParameters_to_vertexris !) +y!-  *d; :;  + |$0  ,,tK*'FGHG$GH  +z".  [8*%y  Is; B4 c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrntCH~v-.DcN+%S#X 678 #s(^ r c/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#)rvrw totalTokens total_tokenscachedContentTokenCountcached_content_token_countrerDs&&& r_CountTokensResponse_from_mldevrs !) +)*+7'(${=N*+  +()*6 ' [+,-  +x ,v.[6(0KL +-./; ' [012  ++,-9 )* [./0  +345A 01 [678  +,-.: )* [/01  + |$0 z" [:,'  +*+,83 [-./  +456B= [789  +()5 ~& [?+,  +z". Dxj$AB + }%1 z" [;-(  + ~&21 [<.) r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrfsx   tCH~v-. DcN+ %S#X 678   #s(^ r c /p\VR.4e0\VRR.\P!V\VR.444\VR.4e\VRR.\VR.44\VR.4e5\TRR.\VR.4Uu.uFp\ WTV4NK up4\VR.4e\ \VR.4WC4V#uupi)rkrlprompt instances[0]reference_imagesreferenceImagesr)rBrCrnro_ReferenceImageAPI_to_vertexrrqs&&&& r_EditImageParameters_to_vertexrfs !) +y!-  *d; :;  +z".^X.[8*0MN +*+,8 *+[+=*>? ? )+ F?  +z". [8*%y  sC c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c /p\VR.4e\VR.\VR.44\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4V#uupirvrw predictionsgenerated_imagesrBrC_GeneratedImage_from_vertexr]s&&& r_EditImageResponse_from_vertexr !) +)*+7'(${=N +)*+7'(${=Nfile_urifileUrir?r@rBr&rCrDs&&& r_FileData_to_mldevr1xsw !) +'(4 M NN + |$0YKkJ   [345  +x ,VHd;9: +89:F    r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrsn##tCH~v-.#DcN+#%S#X 678# #s(^ #r c/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e \R 4hV#) descriptionrrparameters_json_schemaparametersJsonSchemaresponseresponse_json_schemaresponseJsonSchemabehaviorz1behavior parameter is not supported in Vertex AI.rArDs&&& r_FunctionDeclaration_to_vertexrJs& !) + '3]OT+ %GH +x ,VHd;9: + ~&2\ND|n$EF +012>   [345  + |$0ZL${ZL"AB +./0<  [123  + |$0 H II r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrsvvvtCH~v-.vDcN+v%S#X 678 v  #s(^ vr c  /p\VR.4e9\VR.\\P!\VR.44VV44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR .4e\VR .\VR .44\VR .4e\VR .\VR .44\VR .4e\VR.\VR .44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e/\VR.\P !V\VR.444\VR.4e\VR.\VR.44\VR.4e \ R4h\VR.4e \ R4h\VR.4e4\TR .\VR.4Uu.uFp\WTV4NK up4\VR!.4e]\TR!.\P!V\VR!.44Uu.uF#p\\P!W4WC4NK% up4\VR".4e$\VR#.\\VR".4WC44\VR$.4e \ R%4h\VR&.4e/\VR'.\P!V\VR&.444\VR(.4e\VR).\VR(.44\VR*.4e\VR+.\VR*.44\VR,.4e.\VR-.\P!\VR,.444\VR..4e \ R/4h\VR0.4e\VR1.\VR0.44\VR2.4e$\VR3.\\VR2.4WC44\VR4.4e\VR5.\VR4.44\VR6.4e \ R74hV#uupiuupi)8rr temperaturetop_ptopPtop_ktopKcandidate_countcandidateCountmax_output_tokensmaxOutputTokensstop_sequences stopSequencesresponse_logprobsresponseLogprobslogprobspresence_penaltypresencePenaltyfrequency_penaltyfrequencyPenaltyrresponse_mime_typeresponseMimeTyperesponse_schemaresponseSchemarGrHrouting_configz8routing_config parameter is not supported in Gemini API.model_selection_configz@model_selection_config parameter is not supported in Gemini API.safety_settingssafetySettingsr tool_config toolConfigr0labels parameter is not supported in Gemini API.cached_content cachedContentresponse_modalitiesresponseModalitiesmedia_resolutionmediaResolution speech_config speechConfigaudio_timestampz9audio_timestamp parameter is not supported in Gemini API.thinking_configthinkingConfig image_config imageConfigenable_enhanced_civic_answersenableEnhancedCivicAnswersmodel_armor_configz J  +)*+7 [+<*=> > $D[ A>  +y!-   *d; .JK K 188J5y NK  + '3  }o .   +z". G HH +()*6   [+;*<=  +-./;  [012  +*+,8%&[;M:N(O +()5  ${_,=>?  +)*+7 C  +)*+7%&[;L:M(NO +'(4  ~. /  +789E %& [:;<  +,-.: F  k  s )T= )U c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrsiiitCH~v-.iDcN+i%S#X 678 i  #s(^ ir c  /p\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR .4e\VR .\VR .44\VR .4e\VR .\VR .44\VR .4e\VR.\VR .44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e/\VR.\P!V\VR.444\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e)\TR .\VR.4Uu.uFqUNK up4\VR!.4e]\TR!.\P !V\VR!.44Uu.uF#p\ \P!W4WC4NK% up4\VR".4e\VR#.\VR".44\VR$.4e\VR$.\VR$.44\VR%.4e/\VR&.\P!V\VR%.444\VR'.4e\VR(.\VR'.44\VR).4e\VR*.\VR).44\VR+.4e.\VR,.\P!\VR+.444\VR-.4e\VR..\VR-.44\VR/.4e\VR0.\VR/.44\VR1.4e$\VR2.\\VR1.4WC44\VR3.4e \R44h\VR5.4e\VR6.\VR5.44V#uupiuupi)7rrrMrNrOrPrQrRrSrTrUrVrWrXrYrZr[r\r]r^rr_r`rarbrGrHrc routingConfigrd modelConfigrerfrrgrhrrjrkrlrmrnrorprqrraudioTimestamprsrtrurvrwFenable_enhanced_civic_answers parameter is not supported in Vertex AI.rymodelArmorConfig) rBrCrnrrzr|rr~rr_ImageConfig_to_vertexr&rqs&&&& r _GenerateContentConfig_to_vertexrs !) +,-.:  D';&<=>  + '3]OT+ %GH +y!-VHd; :; +y!-VHd; :; +)*+7%&[;L:M(NO ++,-9%&[;N:O(P +()*6_%tK:J9K'LM ++,-9  [./0  + |$0ZL${ZL"AB +*+,8%&[;M:N(O ++,-9  [./0  +x ,VHd;9: +,-.:  [/01  +)*+7  :tK2C1DEF  +./0<  [123  +()*6_%tK:J9K'LM +012>  [345  +)*+7 {->,?@A@$@A  +y!-   *d; .JK K AHHZ6 OK  + '3[=/(JK +z". Dxj$AB +()*6   [+;*<=  +-./;  [012  +*+,8%&[;M:N(O +()5  ${_,=>?  +)*+7%&[;L:M(NO +)*+7%&[;L:M(NO +'(4  ~. /  +789E P  +,-.:  [/01 U B s : U )U c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrFx!!!tCH~v-.!DcN+!%S#X 678 !  #s(^ !r c /p\VR.4e0\VRR.\P!V\VR.444\VR.4eH\TR.\P!\VR.44Uu.uFp\ WTV4NK up4\VR.4e%\VR.\ V\VR.4WC44V#uupirkrlrmrr)rBrCrnrorprrrqs&&&& r#_GenerateContentParameters_to_mldevrFs !) +y!-  *d; :;  + |$0   T+ |%DE E d{ ;E  +z". ' [8*5y   s;C c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrjxtCH~v-.DcN+%S#X 678   #s(^ r c /p\VR.4e0\VRR.\P!V\VR.444\VR.4e=\TR.\P!\VR.44Uu.uFqUNK up4\VR.4e%\VR.\ V\VR.4WC44V#uupir)rBrCrnrorprrqs&&&& r$_GenerateContentParameters_to_vertexrjs !) +y!-  *d; :;  + |$0  ,,tK*'FGHG$GH  +z". ( [8*5y   Is; C c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c (/p\VR.4e\VR.\VR.44\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR .4e\VR .\VR .44V#uupi) rvrw candidates modelVersion model_versionpromptFeedbackprompt_feedback responseId response_id usageMetadatausage_metadata)rBrCr_r]s&&& r#_GenerateContentResponse_from_mldevrs8 !) +)*+7'(${=N*+  +()*6 ' [+,-  +x , E FF +-./;- [012  ' [012  ++,-9, [./0  )* [./0  +345A 01 [678  +,-.: )* [/01  + |$0 z" [:,'  +*+,83 [-./  +456B= [789  +()5 N OO +z". G HH + ~&2 () [<.)  +()*6 O PP r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrDrr cz/p\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR .4e\VRR .\VR .44\VR .4e\VRR .\VR .44\VR .4e\VRR .\VR .44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\V.RO\VR.44\VR.4e\V.RO\VR.44\VR.4e\VRR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44V#) rrrrrrrrrrrrrrrrrrrrrrrrrrrrr enhancePromptrrrerDs&&& r_GenerateImagesConfig_to_vertexrDsY !) +()*6 |$ [+,-  +)*+7 '( [,-.  +*+,8 }% [-./  +'(4 }% [>*+  +()*6 ' [+,-  +x ,v.[6(0KL +-./; ' [012  ++,-9 )* [./0  +345A 01 [678  +,-.: )* [/01  + |$0 z" [:,'  +*+,83 [-./  +456B= [789  +()5 ~& [?+,  +z". Dxj$AB + ~&2 () [<.)  +()*6 ' [+,- r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrxtCH~v-.DcN+%S#X 678   #s(^ r c $/p\VR.4e0\VRR.\P!V\VR.444\VR.4e\VRR.\VR.44\VR.4e\ \VR.4WC4V#rkrlrrr)rBrCrnrorrs&&&& r"_GenerateImagesParameters_to_mldevrs !) +y!-  *d; :;  +z".^X.[8*0MN +z"." [8*%y r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrrr c $/p\VR.4e0\VRR.\P!V\VR.444\VR.4e\VRR.\VR.44\VR.4e\ \VR.4WC4V#r)rBrCrnrorrs&&&& r#_GenerateImagesParameters_to_vertexrs !) +y!-  *d; :;  +z".^X.[8*0MN +z".# [8*%y r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrn  tCH~v-. DcN+ %S#X 678  #s(^ r c N/p\VR.4e\VR.\VR.44\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4\VR.4e%\VR.\\VR.4VV44V#uupirvrwrrpositivePromptSafetyAttributes!positive_prompt_safety_attributes)rBrC_GeneratedImage_from_mldev_SafetyAttributes_from_mldevr]s&&& r"_GenerateImagesResponse_from_mldevrs !) +)*+7'(${=N*+  + ~&2 |$ [<.)  ++,-9 )* [./0  +'(4 M NN +)*+7 '( [,-.  +()*6 ' [+,-  +()*6 O PP + ~&2 % |n -y  +*+,8 *+ [+=*>?  @ 4 @    +x , E FF +-./; G  ! s>I c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrstxxtCH~v-.xDcN+x%S#X 678x #s(^ xr c /p\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR .4e\VRR .\VR .44\VR .4e\VRR .\VR .44\VR .4e\VRR .\VR .44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e%\VRR.\\VR.4W244\VR.4e5\TRR.\VR.4Uu.uFp\WCV4NK up4\VR.4e%\VRR.\ \VR.4W244\VR.4e\VRR.\VR.44V#uupi)rrrrrrrrrrrrrrr pubsubTopicrrrrr generateAudiorrrrrrrr)rBrC_Image_to_vertex(_VideoGenerationReferenceImage_to_vertex_VideoGenerationMask_to_vertexr]s&&& r_GenerateVideosConfig_to_vertexrsq !) +*+,8 }% [-./  +()*6 |$ [+,-  +w+u-tK%/IJ +*+,8 () [-./  +x ,v.[6(0KL +'(4 }% [>*+  + ~&2 |$ [<.)  ++,-9 )* [./0  +'(4 }% [>*+  +)*+7 '( [,-.  +()*6 ' [+,-  +()*6 ' [+,-  + ~&2 % |n -y  +*+,8 *+ [+=*>?  @ 5 @    +x ,  & vh '  +-./; +, [012 1 s K c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrsn((tCH~v-.(DcN+(%S#X 678( #s(^ (r c /p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VRR.4e&\VR.\\VRR.4VV44\VRR.4e&\VR.\\VRR.4VV44V#)rr doneerrorrFgenerateVideoResponseresult)rBrC"_GenerateVideosResponse_from_mldevrDs&&& r#_GenerateVideosOperation_from_mldevrs- !) +x ,VHd;9: + |$0ZL${ZL"AB +x ,VHd;9: +y!-WItK';< + $;<=I  * z+BC D    + $;<=I  * z+BC D    r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrBsn$$tCH~v-.$DcN+$%S#X 678$ #s(^ $r c /p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e$\VR.\\VR.4W244\VR.4e$\VR.\\VR.4W244V#)rr rrrFr)rBrC#_GenerateVideosResponse_from_vertexrDs&&& r$_GenerateVideosOperation_from_vertexrBs !) +x ,VHd;9: + |$0ZL${ZL"AB +x ,VHd;9: +y!-WItK';< + |$0  + zl +Y  + |$0  + zl +Y  r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrix)))tCH~v-.)DcN+)%S#X 678 )  #s(^ )r c </p\VR.4e0\VRR.\P!V\VR.444\VR.4e\VRR.\VR.44\VR.4e%\VRR.\ \VR.4WC44\VR.4e%\VRR.\ \VR.4WC44\VR.4e\ \VR.4WC4\VR.4e\\VR.4WC4V#rkrlrrimagevideosourcer)rBrCrnror_Video_to_mldev_GenerateVideosSource_to_mldevrrs&&&& r"_GenerateVideosParameters_to_mldevris/ !) +y!-  *d; :;  +z".^X.[8*0MN +y!- ![7)4iM  +y!- ![7)4iM  +z"." [8*%y +z"." [8*%y r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrrr c </p\VR.4e0\VRR.\P!V\VR.444\VR.4e\VRR.\VR.44\VR.4e%\VRR.\ \VR.4WC44\VR.4e%\VRR.\ \VR.4WC44\VR.4e\ \VR.4WC4\VR.4e\\VR.4WC4V#r)rBrCrnror_Video_to_vertex_GenerateVideosSource_to_vertexrrs&&&& r#_GenerateVideosParameters_to_vertexrs/ !) +y!-  *d; :;  +z".^X.[8*0MN +y!- !kG95yN  +y!- !kG95yN  +z".# [8*%y +z".# [8*%y r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c 8/p\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#uupi)generatedSamplesgenerated_videosraiMediaFilteredCountrai_media_filtered_countraiMediaFilteredReasonsrai_media_filtered_reasons)rBrC_GeneratedVideo_from_mldevr]s&&& rrrs !) +*+,8 [+=*>? ? 't D?  +/01= #$ [234  +123? %& [456 ) B c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c 8/p\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#uupi)videosrrrrr)rBrC_GeneratedVideo_from_vertexr]s&&& rrrs !) +z". [8*5 5 ( E5  +/01= #$ [234  +123? %& [456 ) rc @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr ntCH~v-.DcN+%S#X 678 #s(^ r c (/p\VR.4e\VRR.\VR.44\VR.4e%\VRR.\\VR.4W244\VR.4e%\VRR.\\VR.4W244V#rrrr)rBrCrrrDs&&& rrr s !) +z".14 hZ3P +y!- ![7)4iM  +y!- ![7)4iM r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr r r c (/p\VR.4e\VRR.\VR.44\VR.4e%\VRR.\\VR.4W244\VR.4e%\VRR.\\VR.4W244V#r )rBrCrrrDs&&& rrr s !) +z".14 hZ3P +y!- !kG95yN  +y!- !kG95yN r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr; rr c /p\VR.4e$\VR.\\VR.4W244\VR.4e)\TR.\VR.4Uu.uFqDNK up4V#uupi)_selfrr)rBrC_Image_from_vertexr]s&&& r_GeneratedImageMask_from_vertexr; s !) +y!-  wi ()  +z".H:kH:1NO1N1NO  Ps A. c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrR sntCH~v-.DcN+%S#X 678 #s(^ r c "/p\VR.4e$\VR.\\VR.4W244\VR.4e\VR.\VR.44\VR.4e$\VR.\\VR.4W244V#)rrraiFilteredReasonrai_filtered_reasonsafety_attributes)rBrC_Image_from_mldevrrDs&&& rrrR s !) +y!-  ${WI6 O  ++,-9  [./0  +y!- $ wi ()  r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrr sn""tCH~v-."DcN+"%S#X 678" #s(^ "r c r/p\VR.4e$\VR.\\VR.4W244\VR.4e\VR.\VR.44\VR.4e$\VR.\\VR.4W244\VR.4e\VR.\VR.44V#)rrrrrrenhanced_prompt)rBrCrrrDs&&& rrrr s !) +y!-   wi ()  ++,-9  [./0  +y!- % wi ()  +z".&'kH:)FG r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rar c n/p\VR.4e$\VR.\\VR.4W244V#)r)rBrC_Video_from_mldevrDs&&& rrr sC !) +y!-  ${WI6 O r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr r:r c n/p\VR.4e$\VR.\\VR.4W244V#)rr)rBrC_Video_from_vertexrDs&&& rr r  sF !) +y!-   wi ()  r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr stootCH~v-.oDcN+o%S#X 678o #s(^ or c/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR .\VR.44\VR .4e\VR .\VR .44\VR .4e\VR .\VR .44\VR .4e\VR.\VR .44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR .4e\VR!.\VR .44\VR".4e\VR".\VR".44\VR#.4e\VR$.\VR#.44\VR%.4e\VR&.\VR%.44\VR'.4e\VR(.\VR'.44\VR).4e \R*4hV#)+rdrrGrHrrrrRrSenable_affective_dialogenableAffectiveDialogr]r^rZrTrUrnror[r\rXrYr_r`rlrmrarbrcrrrprqrVrWrMrsrtrPrQrNrOrwrrArDs&&& rrr s !) +012>  [345  +./0<  [123  +)*+7%&[;L:M(NO +)*+7%&[;L:M(NO +123? ! [456  ++,-9  [./0  + |$0ZL${ZL"AB ++,-9%&[;N:O(P +*+,8%&[;M:N(O +*+,8%&[;M:N(O ++,-9  [./0  +,-.:  [/01  +-./;  [012  +)*+7%&[;L:M(NO +()*6_%tK:J9K'LM +x ,VHd;9: +()5^$d;8I&JK +()*6_%tK:J9K'LM + '3]OT+ %GH +)*+7%&[;L:M(NO +y!-VHd; :; +y!-VHd; :; +789E P  r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrr+ rr c /p\VR.4e0\VRR.\P!V\VR.444V#rrrs&&&& r_GetModelParameters_to_mldevr*+ rr c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrr< rr c /p\VR.4e0\VRR.\P!V\VR.444V#rrrs&&&& r_GetModelParameters_to_vertexr-< rr c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrM r|r c/p\VR.4e \R4h\VR.4e\VR.\VR.44V#) auth_configz5auth_config parameter is not supported in Gemini API. enable_widget enableWidgetr0rDs&&& r_GoogleMaps_to_mldevr3M sS !) + '3 L MM +()5^$d;8I&JK r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr\ rr c/p\VR.4e \R4h\VR.4e \R4h\VR.4e\VR.\VR.44V#)exclude_domainsz9exclude_domains parameter is not supported in Gemini API.blocking_confidencez=blocking_confidence parameter is not supported in Gemini API.time_range_filtertimeRangeFilterr0rDs&&& r_GoogleSearch_to_mldevr:\ s !) +)*+7 C  +-./; G  ++,-9%&[;N:O(P r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrt ntCH~v-.DcN+%S#X 678 #s(^ r cF/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e \R4h\VR.4e \R4h\VR.4e \R 4hV#) rrr imageSizerz;person_generation parameter is not supported in Gemini API.rz:output_mime_type parameter is not supported in Gemini API.rzDoutput_compression_quality parameter is not supported in Gemini API.rArDs&&& rrrt s !) +'(4]OT+7G%HI + ~&2[M4 l^#DE ++,-9 E  +*+,8 D  +456B N  r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rr c/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VRR.\VR.44\VR .4e\VRR .\VR .44V#) rrrr>rrrimageOutputOptionsr@rrrerDs&&& rrr s !) +'(4]OT+7G%HI + ~&2[M4 l^#DE ++,-9  [./0  +*+,8 z* [-./  +456B 34 [789 r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr ntCH~v-.DcN+%S#X 678 #s(^ r c /p\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)bytesBase64Encoded image_bytesr@r?rBrCbase_tt_bytesrDs&&& rrr so !) +,-.: tK*>)?@A  + |$0[M4 j\#BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rr c "/p\VR.4e\VR.\VR.44\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)gcsUrigcs_urirErFr@r?rGrDs&&& rrr s !) +z".YKkH:!>? +,-.: tK*>)?@A  + |$0[M4 j\#BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rr c /p\VR.4e \R4h\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)rMz1gcs_uri parameter is not supported in Gemini API.rFrEr?r@)rBr&rCrHrIrDs&&& rrr s !) + {#/ H II + '3 tK-9:  + }%1ZL${[M"BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rr c "/p\VR.4e\VR.\VR.44\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)rMrLrFrEr?r@rGrDs&&& rrr s !) + {#/XJ[9+ >? + '3 tK-9:  + }%1ZL${[M"BC r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrr rr c |/p\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e0\VRR.\P!V\VR.444V# page_size_querypageSize page_token pageTokenfilter query_baserl models_urlrBrCrn t_models_urlrs&&&& r_ListModelsConfig_to_mldevr_ !) + }%1*-tK+/O + ~&2 ; [<.)  +z".8,d; .KL + ~&2  z4 l^#DE r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrr- rr c |/p\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e0\VRR.\P!V\VR.444V#rTr]rs&&&& r_ListModelsConfig_to_vertexrc- r`r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrN x   tCH~v-. DcN+ %S#X 678   #s(^ r cX/p\VR.4e\V\VR.4WC4V#r)rBr_rs&&&& r_ListModelsParameters_to_mldevrhN s8 !) +z".Dxj19 r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrr] rer cX/p\VR.4e\V\VR.4WC4V#rg)rBrcrs&&&& r_ListModelsParameters_to_vertexrk] s8 !) +z".Dxj19 r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrl r#r c `/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4eH\TR.\P!\VR.44Uu.uFp\ WCV4NK up4V#uupirvrw nextPageTokennext_page_tokenrmodels)rBrCrnt_extract_models_Model_from_mldevr]s&&& r_ListModelsResponse_from_mldevrtl s !) +)*+7'(${=N +y!- # wi ()  +-./; ! [012  + '3 {]O<=<$<= A : >s F F% c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr) stGGtCH~v-.GDcN+G%S#X 678G #s(^ Gr c /p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e$\VR.\\VR.4W244\VR.4e$\VR .\\VR.4W244\VR .4e\VR .\VR .44\VR .4e$\VR .\ \VR .4W244\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#)rnrocode_execution_resultcodeExecutionResultexecutable_codeexecutableCode file_datafileData function_call functionCallfunction_responsefunctionResponse inline_data inlineDatatextthoughtthought_signaturethoughtSignaturevideo_metadata videoMetadata)rBrCr1r8rFrDs&&& rrr) s! !) +*+,8%&[;M:N(O +/01=  [234  +)*+7%&[;L:M(NO + }%1   {m ,i  +()5  / 0)  ++,-9  [./0  + '3  }o .   +x ,VHd;9: + {#/YKkI;!?@ ++,-9  [./0  +()*6_%tK:J9K'LM r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrs r:r c n/p\VR.4e$\VR.\\VR.4W244V#) product_imagerrBrCrrDs&&& r_ProductImage_to_vertexrs sH !) +()5   / 0)  r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr tLLtCH~v-.LDcN+L%S#X 678L #s(^ Lr c/p\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR .\VR.44\VR .4e\VRR .\VR .44\VR .4e\VRR .\VR .44\VR.4e\V.RO\VR.44\VR.4e\V.RO\VR.44\VR.4e\VRR.\VR.44\VR.4e\VR.\VR.44V#)rrrrrrrrrrrrrrrrrrrrrrerDs&&& r_RecontextImageConfig_to_vertexr s# !) +*+,8 }% [-./  + ~&2 {# [<.)  +()*6 |$ [+,-  +x ,v.[6(0KL +-./; ' [012  ++,-9 )* [./0  +()5 ~& [?+,  +*+,83 [-./  +456B= [789  +()*6 ' [+,-  +z". Dxj$AB r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrr xtCH~v-.DcN+%S#X 678   #s(^ r c /p\VR.4e0\VRR.\P!V\VR.444\VR.4e\ \VR.4WC4\VR.4e\ \VR.4WC4V#rkrlrr)rBrCrnro_RecontextImageSource_to_vertexrrs&&&& r#_RecontextImageParameters_to_vertexr s !) +y!-  *d; :;  +z".# [8*%y +z".# [8*%y r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rr c /p\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4V#uupi)rrrr]s&&& r#_RecontextImageResponse_from_vertexr sc !) + '3 [=/: : ( E:    A c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rr c R/p\VR.4e\VRR.\VR.44\VR.4e%\V.RO\\VR.4W244\VR.4e5\TRR.\VR.4Uu.uFp\WCV4NK up4V#uupi)rr person_imageproduct_images productImages)r personImager)rBrCrrr]s&&& rrr s !) +z".14 hZ3P +'(40 ~. /  +()*6 )[+;*<= = $D[ A=    sB$ c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr# sn55tCH~v-.5DcN+5%S#X 6785 #s(^ 5r c v/p\VR.4e$\VR.\\VR.4W244\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e$\VR.\\VR.4W244\VR.4e$\VR .\ \VR.4W244\VR .4e\VR .\VR .44\VR .4e\VR .\VR .44V#)reference_imagereferenceImage reference_id referenceIdreference_type referenceTypemask_image_configmaskImageConfigcontrol_image_configcontrolImageConfigstyle_image_configstyleImageConfigsubject_image_configsubjectImageConfig)rBrCrrrrDs&&& rrr# sz !) +)*+7  01 2I  +'(4]OT+7G%HI +()*6_%tK:J9K'LM ++,-9 & 23 4i  +./0< ) 56 7  +,-.:  [/01  +./0<  [123 r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr[ rr c /p\VRR.4e\VR.\VRR.44\VRR.4e\VR.\VRR.44\VR.4e\VR.\VR.44V#safetyAttributes categoriesscores contentType content_typererDs&&& rrr[ !) +*L9:F  [-|<=  +*H56BH:tK2Dh1OP + '3^$d;&HI r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrs rr c /p\VRR.4e\VR.\VRR.44\VRR.4e\VR.\VRR.44\VR.4e\VR.\VR.44V#rrerDs&&& rrrs rr c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr r:r c/p\VR.4e\VR.\VR.44\VR.4e \R4h\VR.4e\VR.\VR.44V#)categorymethodz0method parameter is not supported in Gemini API. thresholdrArDs&&& rr{r{ sv !) + |$0ZL${ZL"AB +z". G HH + }%1[M4 k]#CD r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rar c n/p\VR.4e$\VR.\\VR.4W244V#)rrrDs&&& r_ScribbleImage_to_vertexr sC !) +y!-  kG95yN r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr sn))tCH~v-.)DcN+)%S#X 678) #s(^ )r c/p\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR .\VR.44\VR .4e\VR .\VR .44V#) r>rmax_predictionsmaxPredictionsconfidence_thresholdconfidenceThresholdr maskDilationbinary_color_thresholdbinaryColorThresholdrrerDs&&& r_SegmentImageConfig_to_vertexr s/ !) +x ,v.[6(0KL +)*+7 '( [,-.  +./0< ,- [123  +()5 ~& [?+,  +012> -. [345  +z". Dxj$AB r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrr rr c /p\VR.4e0\VRR.\P!V\VR.444\VR.4e\ \VR.4WC4\VR.4e\ \VR.4WC4V#r)rBrCrnro_SegmentImageSource_to_vertexrrs&&&& r!_SegmentImageParameters_to_vertexr s !) +y!-  *d; :;  +z".! [8*%y +z".! [8*%y r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr rr c /p\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4V#uupi)rgenerated_masks)rBrCrr]s&&& r!_SegmentImageResponse_from_vertexr sc !) + '3 [=/: : ,D[ I:    rc @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrr<r c (/p\VR.4e\VRR.\VR.44\VR.4e%\VRR.\\VR.4W244\VR.4e%\VRR.\\VR.4W244V#)rrrscribble_imagescribble)rBrCrrrDs&&& rrrs !) +z".14 hZ3P +y!- !kG95yN  +()*6 $ /0 19  r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr%r:r c /p\VR.4e\VR.\VR.44\VR.4e%\VR.\\VR.4VV44V#)retrieval_configretrievalConfigfunction_calling_configfunctionCallingConfig)rBrCr@rDs&&& rrr%s !) +*+,8%&[;M:N(O +123? !' 89 :    r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr>sn::tCH~v-.:DcN+:%S#X 678: #s(^ :r c B/p\VR.4e \R4h\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e \R 4h\VR .4e)\TR .\VR .4Uu.uFqDNK up4\VR .4e$\VR .\\VR .4W244\VR.4e$\VR.\ \VR.4W244\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#uupi) retrievalz3retrieval parameter is not supported in Gemini API. computer_use computerUse file_search fileSearchcode_execution codeExecutionenterprise_web_searchz?enterprise_web_search parameter is not supported in Gemini API.function_declarationsfunctionDeclarations google_maps googleMaps google_search googleSearchgoogle_search_retrievalgoogleSearchRetrieval url_context urlContext)rBr&rCr3r:r]s&&& rr}r}>s !) + }%1 J KK +'(4]OT+7G%HI + '3\ND}o$FG +()*6_%tK:J9K'LM +/01= I  +/01=  {-D,EFGF$FG  + '3  }o .   +()5  / 0)  +123? ! [456  + '3\ND}o$FG ? Hs F c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr{sn33tCH~v-.3DcN+3%S#X 6783 #s(^ 3r c L/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e \R4h\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR .4e4\TR .\VR .4Uu.uFp\WCV4NK up4\VR .4e\VR .\VR .44\VR .4e\VR.\VR .44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#uupi)rr r r z4file_search parameter is not supported in Vertex AI.r rrenterpriseWebSearchrrrrrrrrrr)rBrCr&rJr]s&&& rrr{s !) + }%1[M4 k]#CD +'(4]OT+7G%HI + '3 K LL +()*6_%tK:J9K'LM +/01=  [234  +/01=  [+B*CD D +4K HD  + '3\ND}o$FG +()5^$d;8I&JK +123? ! [456  + '3\ND}o$FG - s#F! c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrr:r c /p\VRR.4e\VR.\VRR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#)rz&google-vertex-llm-tuning-base-model-id base_modelrr updateTime update_timererDs&&& rrrs !) ;#KLM    [8%MNO  + ~&2]OT+ ~%FG + ~&2]OT+ ~%FG r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#r=rrCrrrerDs&&& r_UpdateModelConfig_to_mldevr% !) +'(4kN;K)LM + '3kM?)KL +/01=  [234 r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c/p\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44\VR.4e\VR.\VR.44V#r$rerDs&&& r_UpdateModelConfig_to_vertexr)r&r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrxtCH~v-.DcN+%S#X 678   #s(^ r c /p\VR.4e0\VRR.\P!V\VR.444\VR.4e\ \VR.4WC4V#)rkrlrr)rBrCrnror%rs&&&& r_UpdateModelParameters_to_mldevr-sq !) +y!-  *d; :;  +z". [8*%y r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrr+r c /p\VR.4e0\VRR.\P!V\VR.444\VR.4e\ \VR.4WC4V#)rkrlr)rBrCrnror)rs&&&& r _UpdateModelParameters_to_vertexr0sq !) +y!-  *d; :;  +z".  [8*%y r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr$rr c/p\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44\VR .4e\V.RO\VR .44\VR .4e\V.RO\VR .44\VR .4e\V.RO\VR .44\VR .4e\V.RO\VR .44\VR .4e\VR .\VR .44\VR.4e\VRR.\VR.44\VR.4e\VRR.\VR.44V#)rrrrrrrrrrrenhance_input_imageimage_preservation_factorrrrr>rr)r upscaleConfigenhanceInputImage)rr5imagePreservationFactorrerDs&&& r _UpscaleImageAPIConfig_to_vertexr8$s  !) +()*6 |$ [+,-  +-./; ' [012  ++,-9 )* [./0  +,-.: )* [/01  +*+,83 [-./  +456B= [789  +-./;< [012  +345AB [678  +z". Dxj$AB +*+,8 }% [-./  +x ,v.[6(0KL r c LV^8dQhR\R\\\\3,\ 3,R\ \\\3,,R\ \\\\3,\ 3,,R\\\3,/#rgri)rs"rrrsrr c /p\VR.4e0\VRR.\P!V\VR.444\VR.4e%\VRR.\ \VR.4WC44\VR.4e\V.RO\VR.44\VR.4e\ \VR.4WC4V#)rkrlrrupscale_factorr)rr5 upscaleFactor)rBrCrnrorr8rs&&&& r$_UpscaleImageAPIParameters_to_vertexr=ss !) +y!-  *d; :;  +y!- !kG95yN  +()*68 [+,-  +z".$ [8*%y r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c /p\VR.4e\VR.\VR.44\VR.4e4\TR.\VR.4Uu.uFp\WCV4NK up4V#uupirrr]s&&& r!_UpscaleImageResponse_from_vertexr@rrc @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c /p\VR.4e$\VR.\\VR.4W244\VR.4e\VR.\VR.44V#)rrr|r}rrDs&&& rrrsi !) +y!-  kG95yN  + }%1ZL${[M"BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c /p\VR.4e$\VR.\\VR.4W244\VR.4e0\\VR.44\VR.\VR.44V#rrr)rBrCrr0rDs&&& rrrs !) +y!-  [7)4iM  +()*68 [+,- _%tK:J9K'LM r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c /p\VR.4e$\VR.\\VR.4W244\VR.4e\VR.\VR.44V#rErrDs&&& rrrsn !) +y!-  kG95yN  +()*6_%tK:J9K'LM r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c "/p\VR.4e\VR.\VR.44\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)uri encodedVideo video_bytesencodingr?rGrDs&&& rr r s !) +w+UGT+w78 +'(4 tK.)9:;  + |$0[M4 j\#BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c "/p\VR.4e\VR.\VR.44\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)rLrJrErLr@r?rGrDs&&& rr#r#s !) +z".UGT+z:; +,-.: tK*>)?@A  + |$0[M4 j\#BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrrrr c "/p\VR.4e\VR.\VR.44\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)rJrLrKr?rMrGrDs&&& rrrs !) +w+UGT+w78 + '3 tK-9:  + }%1ZL${[M"BC r c @V^8dQhR\\\\3,\3,R\ \\\3,,R\ \\\\3,\3,,R\\\3,/#r2r6)rs"rrr-rr c "/p\VR.4e\VR.\VR.44\VR.4e.\VR.\P!\VR.444\VR.4e\VR.\VR.44V#)rJrLrLrEr?r@rGrDs&&& rrr-s !) +w+XJ[5' :; + '3 tK-9:  + }%1ZL${[M"BC r c |a]tRtRtoRR/V3RlRlltRR/V3RlRlltRR/V3RlR lltRR/V3R lR lltRR/V3R lR lltRR/V3RlRllt RR/V3RlRllt RR/V3RlRllt RR/V3RlRllt RR/V3RlRllt RR/V3RlRlltRR/V3RlRlltRR/V3RlRlltRR/V3RlRlltR RR!RR"RR#RRR/V3R$lR%lltRR/V3R&lR'lltRR/V3R(lR)lltRR/V3R*lR+lltRR/V3R,lR-lltRR/V3R.lR/lltR RR!RR"RR#RRR/V3R0lR1lltRR/V3R2lR3lltR4tVtR#)5ModelsiCrNc<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rrkrmrrr8rrContentListUnionContentListUnionDictrGenerateContentConfigOrDictGenerateContentResponse)r __classdict__s"rrModels.__annotate__EbOOOe,,e.H.HHI O u889 O  $$ Or c\P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWuV 4p VeH\!VRR4'd5\P"!V R 7p VPP%V 4V #V P&'g/M\(P*!V P&4p VPP'd\-V RV4p VPP'g\/V RV4p \P"P1WP34R 7p \P4!V P6R 7V nVPP%V 4V # rkrmrNrlz{model}:generateContentrV?rpostshould_return_http_response)rwrFkwargsheaders)r_GenerateContentParameters _api_clientvertexairget format_maprr popr http_optionsr convert_to_dictencode_unserializable_typesrequestgetattrr\_verify_responsebodyjsonloadsrr_from_response model_dump HttpResponserirw selfrkrmrparameter_model request_dictrequest_url_dictpath query_paramsrprF return_value response_dicts &$$$ r_generate_contentModels._generate_contentEsu66O    9   OT?l&))&1 (334DE(8   OT?l&))&1 (334DE(##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LHg-t22XNl '' 5 &mmmBHMM1JM    : m    $ $ $9 m00??'A'A'C@L&+%7%7  &L" %%l3 r c <V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[S[P,/#rW) r8rrrYrZrr[rr\)rr]s"rrr^sgTTTe,,e.H.HHI T u889 T --. Tr c#V"\P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVe\VRR4'd \!R4hVPP#R WuV 4Fp V P$'g/M\&P(!V P$4p VPP'd\+V RV4p VPP'g\-V RV4p \P.P1WP34R 7p \P4!V P6R 7V nVPP;V 4V xK R#5i) rbNrl%{model}:streamGenerateContent?alt=sserVrcrreFAccessing the raw HTTP response is not supported in streaming methods.rdrfrh)rrjrkrlrrmrnrr rorrpr rqrrrtr&request_streamedrvrwrxrrr\ryrzr{rirwru r}rkrmrr~rrrrrprFrrs &$$$ r_generate_content_streamModels._generate_content_streamso66O    9   OT?l&))&1 6AA  78   OT?l&))&1 6AA  7##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL g-t    $$55L!) b4::hmm3Lm   " " "< 4    & & &; 4 22AA )C)C)EBl(-'9'9""(l$ '' 5 /sCJ)DJ):(J)#BJ)c<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWr8rrrYrZrEmbedContentConfigOrDictEmbedContentResponse)rr]s"rrr^b___e,,e.H.HHI _ u556 _  !! _r c \P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V #) aCalculates embeddings for the given contents. Only text is supported. Args: model (str): The model to use. contents (list[Content]): The contents to embed. config (EmbedContentConfig): Optional configuration for embeddings. Usage: .. code-block:: python embeddings = client.models.embed_content( model= 'text-embedding-004', contents=[ 'What is your name?', 'What is your favorite color?', ], config={ 'output_dimensionality': 64 }, ) rbNrl{model}:predict{model}:batchEmbedContentsrVrcrrdrfrh)r_EmbedContentParametersrkrlrrmrnrr rorrpr rqrrrsrvrwrxr%r!rryrzr{rirwrurs &$$$ r embed_contentModels.embed_contents.<33O    6   OT?l&))&1  ++,<= 5   OT?l&))&1 +667GH+##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    7 m    $ $ $6 m--<<'A'A'C=L&+%7%7  &L" %%l3 r cj<V^8dQhRS[RS[RS[S[P,RS[P/#rrkrrrr8rrGenerateImagesConfigOrDictGenerateImagesResponse)rr]s"rrr^MLJJJ J u778 J  ## Jr c \P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWuV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V #) z%Private method for generating images.rkrrNrlrrVrcrrdrfrh)r_GenerateImagesParametersrkrlrrmrnrr rorrpr rqrrrsrvrwrxrrrryrzr{rirwru r}rkrrr~rrrrrprFrrs &$$$ r_generate_imagesModels._generate_imagesMs.55O    8   OT?l&))&1  ++,<= 7   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    9 m    $ $ $8 m//>>'A'A'C?L&+%7%7  &L" %%l3 r c <V^8dQhRS[RS[RS[S[P,RS[S[P ,RS[P /#rrkrrrrr8listr_ReferenceImageAPIOrDictrEditImageConfigOrDictEditImageResponse)rr]s"rrr^b@@@ @ U;;< @ u223 @ @r c .\P!VVVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4p V 'dV R\V 4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p \P.!V P0R 7V nVPP5V 4V #) z$Private method for editing an image.rkrrr6This method is only supported in the Vertex AI client.NrlrrVrcrrdrfrh)r_EditImageParametersrkrlr&rrmrnr rorrpr rqrrrsrvrwrxrrryrzr{rirwrur}rkrrrr~rrrrrprFrrs&$$$$ r _edit_imageModels._edit_images00) O    $ $ $ O PP3   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    4 m**99'A'A'C:L&+%7%7  &L" %%l3 r c <V^8dQhRS[RS[PRS[RS[S[P,RS[P /#rrkrr;rrr8r ImageOrDictr_UpscaleImageAPIConfigOrDictUpscaleImageResponse)rr]s"rrr^]@@@   @  @ u99: @ !!@r c .\P!VVVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4p V 'dV R\V 4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p \P.!V P0R 7V nVPP5V 4V #) z&Private method for upscaling an image.rkrr;rrNrlrrVrcrrdrfrh)r_UpscaleImageAPIParametersrkrlr&r=rmrnr rorrpr rqrrrsrvrwrxr@rryrzr{rirwrur}rkrr;rr~rrrrrprFrrs&$$$$ r_upscale_imageModels._upscale_images66% O    $ $ $ O PP9   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    7 m--<<'A'A'C=L&+%7%7  &L" %%l3 r c~<V^8dQhRS[RS[PRS[S[P,RS[P /#rrkrrrr8rRecontextImageSourceOrDictrRecontextImageConfigOrDictRecontextImageResponse)rr]s"rrr^Rjjj.. j u778 j  ## jr c \P!VVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p VPP/V 4V # aRecontextualizes an image. There are two types of recontextualization currently supported: 1) Imagen Product Recontext - Generate images of products in new scenes and contexts. 2) Virtual Try-On: Generate images of persons modeling fashion products. Args: model (str): The model to use. source (RecontextImageSource): An object containing the source inputs (prompt, person_image, product_images) for image recontext. prompt is optional for product recontext and disallowed for virtual try-on. person_image is required for virtual try-on, disallowed for product recontext. product_images is required for both product recontext and virtual try-on. Only one product image is supported for virtual try-on, and up to 3 product images (different angles of the same product) are supported for product recontext. config (RecontextImageConfig): Configuration for recontextualization. Usage: ``` product_recontext_response = client.models.recontext_image( model="imagen-product-recontext-preview-06-30", source=types.RecontextImageSource( prompt="In a modern kitchen setting.", product_images=[types.ProductImage.from_file(IMAGE_FILE_PATH)], ), config=types.RecontextImageConfig( number_of_images=1, ), ) image = product_recontext_response.generated_images[0].image virtual_try_on_response = client.models.recontext_image( model="virtual-try-on-001", source=types.RecontextImageSource( person_image=types.Image.from_file(IMAGE1_FILE_PATH), product_images=[types.ProductImage.from_file(IMAGE2_FILE_PATH)], ), config=types.RecontextImageConfig( number_of_images=1, ), ) image = virtual_try_on_response.generated_images[0].image ``` rkrrrNrlrrVrcrrdrf)r_RecontextImageParametersrkrlr&rrmrnr rorrpr rqrrrsrvrwrxrrryrzru r}rkrrr~rrrrrprFrrs &$$$ rrecontext_imageModels.recontext_imagesn55O    $ $ $ O PP8   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    9 m//>>'A'A'C?L %%l3 r c~<V^8dQhRS[RS[PRS[S[P,RS[P /#rr8rSegmentImageSourceOrDictrSegmentImageConfigOrDictSegmentImageResponse)rr]s"rrr^sRSSS,, S u556 S  !! Sr c \P!VVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p VPP/V 4V #) aSegments an image, creating a mask of a specified area. Args: model (str): The model to use. source (SegmentImageSource): An object containing the source inputs (prompt, image, scribble_image) for image segmentation. The prompt is required for prompt mode and semantic mode, disallowed for other modes. scribble_image is required for the interactive mode, disallowed for other modes. config (SegmentImageConfig): Configuration for segmentation. Usage: ``` response = client.models.segment_image( model="image-segmentation-001", source=types.SegmentImageSource( image=types.Image.from_file(IMAGE_FILE_PATH), ), ) mask_image = response.generated_masks[0].mask ``` rrNrlrrVrcrrdrf)r_SegmentImageParametersrkrlr&rrmrnr rorrpr rqrrrsrvrwrxrrryrzrurs &$$$ r segment_imageModels.segment_images@33O    $ $ $ O PP6   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    7 m--<<'A'A'C=L %%l3 r cd<V^8dQhRS[RS[S[P,RS[P/#rrkrrr8rrGetModelConfigOrDictModel)rr]s"rrr^s4;;;#+E,F,F#G; {{;r c\P!VVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPRWdV4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R7p VPP1V 4V # rkrNrl{name}rVrcrrmrf)r_GetModelParametersrkrlr-rmrnr*r rorrpr rqrrrsrvrwrxrxrsrryrzru r}rkrr~rrrrrprFrrs &$$ rrm Models.gets//O    2   OT?l&))&1 ""#341   OT?l&))&1 ""#34##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''t<PH&mmmBHMM1JM    (oNm    $ $ $' t_Mm;;--'A'A'C.L %%l3 r c^<V^8dQhRS[S[P,RS[P/#rrrrrListModelsConfigOrDictListModelsResponse)rr]s"rrr^s2EE < <=E Er c\P!VR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dNVP R4'd7VPR4pV RV 2pV'dVR\V4 2, pMV'dV R\V4 2pVPR R4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPR WSV4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V # rgNrlz {models_url}rVrZz?filter=&rcrrmrfrh)r_ListModelsParametersrkrlrkrmrnrhror rrpr rqrrrsrvrwrxryrtrryrzr{rirwru r}rr~rrrrquery_param_filterrprFrrs &$ r_list Models._listst11O     4   OT?l&))&1 (()9:3   OT?l&))&1 (()9:##H-L ((22'++H5vX01 2d  !Il+,-- vQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''t<PH&mmmBHMM1JM    5 m    $ $ $4 m++::'A'A'C;L&+%7%7  &L" %%l3 r cd<V^8dQhRS[RS[S[P,RS[P/#rr8rrUpdateModelConfigOrDictr)rr]s"rrr^b?@@@u445 @  {{ @r c\P!VVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPRWdV4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p VPP1V 4V # rNrlz{model}rrVrcrpatchrf)r_UpdateModelParametersrkrlr0rmrnr-r rorrpr rqrrrsrvrwrxrxrsrryrzrurs &$$ rupdate Models.updatebs 22O    5   OT?l&))&1 ##$454   OT?l&))&1 ""#34##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''\H'mmmBHMM1JM    (oNm    $ $ $' t_Mm;;--'A'A'C.L %%l3 r cd<V^8dQhRS[RS[S[P,RS[P/#rr8rrDeleteModelConfigOrDictDeleteModelResponse)rr]s"rrr^AFFFu445 F    Fr c\P!VVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPRWdV4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R7p \P0!V P2R 7V nVPP7V 4V # rNrlrrVrcrdeleterfrh)r_DeleteModelParametersrkrlrrmrnrr rorrpr rqrrrsrvrwrxrrrryrzr{rirwrurs &$$ rr Models.deletes+ 22O    5   OT?l&))&1 ""#344   OT?l&))&1 ""#34##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''$lH'mmmBHMM1JM    6 m    $ $ $5 m,,;;'A'A'C<L&+%7%7  &L" %%l3 r c<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWr8rrrYrZrCountTokensConfigOrDictCountTokensResponse)rr]s"rrr^b]]]e,,e.H.HHI ] u445 ]    ]r c \P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWuV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V #) aCounts the number of tokens in the given content. Multimodal input is supported for Gemini models. Args: model (str): The model to use for counting tokens. contents (list[types.Content]): The content to count tokens for. config (CountTokensConfig): The configuration for counting tokens. Usage: .. code-block:: python response = client.models.count_tokens( model='gemini-2.0-flash', contents='What is your name?', ) print(response) # total_tokens=5 cached_content_token_count=None rbNrl{model}:countTokensrVrcrrdrfrh)r_CountTokensParametersrkrlrrmrnrr rorrpr rqrrrsrvrwrxrrr ryrzr{rirwrurs &$$$ r count_tokensModels.count_tokenss.822O    5   OT?l&))&1 $//0@A$4   OT?l&))&1 $//0@A$##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    6 m    $ $ $5 m,,;;'A'A'C<L&+%7%7  &L" %%l3 r c<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWr8rrrYrZrComputeTokensConfigOrDictComputeTokensResponse)rr]s"rrr^KsbSSSe,,e.H.HHI S u667 S  "" Sr c ,\P!VVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p \P.!V P0R 7V nVPP5V 4V #) a>Given a list of contents, returns a corresponding TokensInfo containing the list of tokens and list of token ids. This method is not supported by the Gemini Developer API. Args: model (str): The model to use. contents (list[shared.Content]): The content to compute tokens for. Usage: .. code-block:: python response = client.models.compute_tokens( model='gemini-2.0-flash', contents='What is your name?', ) print(response) # tokens_info=[TokensInfo(role='user', token_ids=['1841', ...], # tokens=[b'What', b' is', b' your', b' name', b'?'])] rbrNrl{model}:computeTokensrVrcrrdrfrh)r_ComputeTokensParametersrkrlr&rrrmrnr rorrpr rqrrrsrvrwrxrzrryrzr{rirwrurs &$$$ rcompute_tokensModels.compute_tokensKs<44O    $ $ $ O PP7   OT?l&))&1 &112BC&##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    8 m..=='A'A'C>L&+%7%7  &L" %%l3 r rrrrc<V^8dQhRS[RS[S[,RS[S[P,RS[S[P,RS[S[P ,RS[S[P ,RS[P/#rrkrrrrrrr8rrr VideoOrDictGenerateVideosSourceOrDictGenerateVideosConfigOrDictGenerateVideosOperation)rr]s"rrr^NNNsm N e'' ( N e'' ( Nu778Nu778N $$Nr c  \P!VVVVVVR7pVPP'dG\ VPVRV4pVP R4p V 'dRP V 4p MHRp ME\VPVRV4pVP R4p V 'dRP V 4p MRp VP R4p V 'dV R\V 4 2p VPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWV 4p V P 'g/M\"P$!V P 4pVPP'd\'VRV4pVPP'g\)VRV4p\P*P-WP/4R 7pVPP1V4V#) z%Private method for generating videos.rkrrrrrNrl{model}:predictLongRunningrVrcrrdrf)r_GenerateVideosParametersrkrlrrmrnrr rorrpr rqrrrsrvrwrxrrrryrzrur}rkrrrrrr~rrrrrprFrrs&$$$$$$ r_generate_videosModels._generate_videoss55 O    8   OT?l&))&1 +667GH+7   OT?l&))&1 +667GH+##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL''LH'mmmBHMM1JM    : m    $ $ $9 m00??'A'A'C@L %%l3 r c~<V^8dQhRS[RS[PRS[S[P,RS[P /#rW)r8rrZrr[r\)rr]s"rrr^sR___** _ u889 _  $$ _r c \P!V4p\P!V4pV'dOVP'd=\P !VP4'd\ P!R4h\P!V4'dVPWVR7#V'd^p\V\P4'd)VP'd\VP4pM;\V\4'd&VPR.4pV'd \V4p\V4V8wd6RP!\#\$V44p\&P)RV4VPWVR7#\P*!V4p \&P-RV R24.p \P.!4p ^p V ^8EdV ^, p VPWVR7p \P0!V4p V 'gEMV 'gEMV P2'dQV P2^,P4'd.V P2^,P4P6'gEM\P8!W4pV'gM\&P-RV R 24V ^,p V ^8Xd\&P-R 4V P2^,P4p\P:!R VR 7p\<P>!V4pV 'gV PAV4\V\B4'd#VPEV4VPEV4V PEV4V PEV4EK\PF!V4'd V eV V n$V #) a6Makes an API request to generate content using a model. For the `model` parameter, supported formats for Vertex AI API include: - The Gemini model ID, for example: 'gemini-2.0-flash' - The full resource name starts with 'projects/', for example: 'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash' - The partial resource name with 'publishers/', for example: 'publishers/google/models/gemini-2.0-flash' or - `/` separated publisher and model name, for example: 'google/gemini-2.0-flash' For the `model` parameter, supported formats for Gemini API include: - The Gemini model ID, for example: 'gemini-2.0-flash' - The model name starts with 'models/', for example: 'models/gemini-2.0-flash' - For tuned models, the model name starts with 'tunedModels/', for example: 'tunedModels/1234567890123456789' Some models support multimodal input and output. Built-in MCP support is an experimental feature. Usage: .. code-block:: python from google.genai import types from google import genai client = genai.Client( vertexai=True, project='my-project-id', location='us-central1' ) response = client.models.generate_content( model='gemini-2.0-flash', contents='''What is a good name for a flower shop that specializes in selling bouquets of dried flowers?''' ) print(response.text) # **Elegant & Classic:** # * The Dried Bloom # * Everlasting Florals # * Timeless Petals response = client.models.generate_content( model='gemini-2.0-flash', contents=[ types.Part.from_text(text='What is shown in this image?'), types.Part.from_uri(file_uri='gs://generativeai-downloads/images/scones.jpg', mime_type='image/jpeg') ] ) print(response.text) # The image shows a flat lay arrangement of freshly baked blueberry # scones. 6MCP sessions are not supported in synchronous methods.rbr, Tools at indices [%s] are not compatible with automatic function calling (AFC). AFC is disabled. If AFC is intended, please include python callables in the tool list, and do not include function declaration in the tool list.&AFC is enabled with max remote calls: .AFC remote call is done.8Reached max remote calls for automatic function calling.userrr)%r "find_afc_incompatible_tool_indexesparse_config_for_mcp_usagerrhas_mcp_session_usagerUnsupportedFunctionErrorshould_disable_afcr isinstancerGenerateContentConfiglenr7rmjoinmapr8loggerwarningget_max_remote_calls_afcinfor\get_function_maprrJrget_function_response_partsContentrnrpextendrappendshould_append_afc_history"automatic_function_calling_history)r}rkrmrincompatible_tools_indexes parsed_configoriginal_tools_lengthr indices_strremaining_remote_calls_afcrHrFi function_mapfunc_response_partsfunc_call_contentfunc_response_contents&$$$ rgenerate_contentModels.generate_contents:D 77?!;;FCM      , ,]-@-@ A A  + + B &&}55  # #$" FE77 8 8 <<<"%fll"3  fd # # 7B' "%e*  ' (,A AiiC)C DE  5    # #$".!F!F" KK 01K0LAN?A&,,.H A $q (1fa''(h"22=Al   !!!$$Q'///$$Q'//555 (DD !  kk$QCy12 A% #q ( NO"--a088#mm#h'h /*11(; Hd # #)*-.(//0AB(//0EF..}==   -1 Or c <V^8dQhRS[RS[PRS[S[P,RS[S[P ,/#rW)r8rrZrr[rr\)rr]s"rrr^s]@I@I@I** @I u889 @I --. @Ir c#  "\P!V4p\P!V4pV'dOVP'd=\P !VP4'd\ P!R4h\P!V4'dVPWVR7RjxL R#V'd^p\V\P4'd)VP'd\VP4pM;\V\4'd&VPR.4pV'd \V4p\V4V8wd6RP!\#\$V44p\&P)RV4VPWVR7RjxL R#\P*!V4\P,!V4p \&P/RV R24.p Rp Rp ^p V ^8EdV ^, p VPWVR7p\P0!V4pV ^8XdVFp V'g\P2!W+4pV xK'V P4'dQV P4^,P6'd.V P4^,P6P8'gEM\P:!W4p V 'dK\P2!W+4pV xK MVF@p \P<!V4'dV V n\P2!W+4pV xKB V ecV P4'dQV P4^,P6'd.V P4^,P6P8'gR#\P:!W4p V'gR#V 'gR#\&P/R V R 24V ^,p V ^8Xd\&P/R 4V fEK+V P4fEK<V P4^,P6p\P@!R V R 7p\BPD!V4pV 'gV PGV4\V\H4'd'Ve#VPKV4VPKV4VeV PKV4V PKV4EKR#ELJEL^5i)aZMakes an API request to generate content using a model and yields the model's response in chunks. For the `model` parameter, supported formats for Vertex AI API include: - The Gemini model ID, for example: 'gemini-2.0-flash' - The full resource name starts with 'projects/', for example: 'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash' - The partial resource name with 'publishers/', for example: 'publishers/google/models/gemini-2.0-flash' or - `/` separated publisher and model name, for example: 'google/gemini-2.0-flash' For the `model` parameter, supported formats for Gemini API include: - The Gemini model ID, for example: 'gemini-2.0-flash' - The model name starts with 'models/', for example: 'models/gemini-2.0-flash' - For tuned models, the model name starts with 'tunedModels/', for example: 'tunedModels/1234567890123456789' Some models support multimodal input and output. Built-in MCP support is an experimental feature. Usage: .. code-block:: python from google.genai import types from google import genai client = genai.Client( vertexai=True, project='my-project-id', location='us-central1' ) for chunk in client.models.generate_content_stream( model='gemini-2.0-flash', contents='''What is a good name for a flower shop that specializes in selling bouquets of dried flowers?''' ): print(chunk.text) # **Elegant & Classic:** # * The Dried Bloom # * Everlasting Florals # * Timeless Petals for chunk in client.models.generate_content_stream( model='gemini-2.0-flash', contents=[ types.Part.from_text('What is shown in this image?'), types.Part.from_uri('gs://generativeai-downloads/images/scones.jpg', 'image/jpeg') ] ): print(chunk.text) # The image shows a flat lay arrangement of freshly baked blueberry # scones. r*rbNrr+z_Tools at indices [%s] are not compatible with automatic function calling. AFC will be disabled.r-r.r/r0r1r2r3)&r r4r5rrr6rr7r8rr9rr:r;r7rmr<r=r8r>r?'raise_error_for_afc_incompatible_configr@rArBappend_chunk_contentsrrJrrCrGrHrDrnrprErrF)r}rkrmrrIrJrKrrLrMrHchunkrPrNrFrOrQrRs&$$$ rgenerate_content_streamModels.generate_content_streams>D 77?!;;FCM      , ,]-@-@ A A  + + B &&}55../ ! FE77 8 8 <<<"%fll"3  fd # # 7B' "%e*  ' (,A AiiC)C DE  -  ../ 88G!-!F!F" KK 01K0LAN?A& E A $q (1fa../h"22=Al aE#99(JHK$$$''*222''*22888"."J"J# '&%;;HLhk!(E  3 3M B B2  4"77H(+  M#####A&...##A&..444 *FF     kk$QCy12 A% #q ( NO  u//;!,,Q/77 % %! <<)1 , 3 3H = h % %*;*G //+ , /// 0  ( , 3 34E F*112GHU )Q*sAT %T/1T!T7T8 T3T:ATA&T&T'CT6"T,TT)A:T$"T,T4T TAT% T6AT A9TTcj<V^8dQhRS[RS[RS[S[P,RS[P/#rr)rr]s"rrr^SF555 5 u778 5  ## 5r c \VPVVVR7pRp.pV'dVP'gV#VPFOpVP'd*VPPR8XdVPpK>VP V4KQ \ P !VVR7pV#)a,Generates images based on a text description and configuration. Args: model (str): The model to use. prompt (str): A text description of the images to generate. config (GenerateImagesConfig): Configuration for generation. Usage: .. code-block:: python response = client.models.generate_images( model='imagen-3.0-generate-002', prompt='Man with a dog', config=types.GenerateImagesConfig( number_of_images= 1, include_rai_reason= True, ) ) response.generated_images[0].image.show() # Shows a man with a dog. rNPositive PromptrrrrrrrFrr r}rkrr api_responserrgenerated_imagerFs &$$$ rgenerate_imagesModels.generate_imagesSs:(()L )-% |<<< '88  + + +//<< -<,M,M)09++)*KH Or c <V^8dQhRS[RS[RS[S[P,RS[S[P ,RS[P /#rr)rr]s"rrr^[666 6 U;;< 6 u223 6 6r c ,VPVVVVR7#)aEdits an image based on a text description and configuration. Args: model (str): The model to use. prompt (str): A text description of the edit to apply to the image. reference_images (list[Union[RawReferenceImage, MaskReferenceImage, ControlReferenceImage, StyleReferenceImage, SubjectReferenceImage]): The reference images for editing. config (EditImageConfig): Configuration for editing. Usage: .. code-block:: python from google.genai.types import RawReferenceImage, MaskReferenceImage raw_ref_image = RawReferenceImage( reference_id=1, reference_image=types.Image.from_file(IMAGE_FILE_PATH), ) mask_ref_image = MaskReferenceImage( reference_id=2, config=types.MaskReferenceConfig( mask_mode='MASK_MODE_FOREGROUND', mask_dilation=0.06, ), ) response = client.models.edit_image( model='imagen-3.0-capability-001', prompt='man with dog', reference_images=[raw_ref_image, mask_ref_image], config=types.EditImageConfig( edit_mode= "EDIT_MODE_INPAINT_INSERTION", number_of_images= 1, include_rai_reason= True, ) ) response.generated_images[0].image.show() # Shows a man with a dog instead of a cat. rrr}rkrrrs&$$$$r edit_imageModels.edit_images)b   )  r c <V^8dQhRS[RS[PRS[RS[S[P,RS[P /#rr8rrrUpscaleImageConfigOrDictr)rr]s"rrr^]HHH   H  H u556 H !!Hr c \P!VVVVR7T;'g/p\V\P4'dVP 4pM \ V4p\P !VPRR4VPRR4VPRR4VPRR4VPRR4VPRR4VPR R4VPR R4VPR R4VPR R4R 7 pRVR&^VR&VPVVVVR7#)a}Makes an API request to upscale a provided image. Args: model (str): The model to use. image (Image): The input image for upscaling. upscale_factor (str): The factor to upscale the image (x2 or x4). config (UpscaleImageConfig): Configuration for upscaling. Usage: .. code-block:: python from google.genai.types import Image IMAGE_FILE_PATH="my-image.png" response=client.models.upscale_image( model='imagen-3.0-generate-001', image=types.Image.from_file(IMAGE_FILE_PATH), upscale_factor='x2', ) response.generated_images[0].image.show() # Opens my-image.png which is upscaled by a factor of 2. rrpNrrrrrrr3r4r rprrrrrrr3r4rupscaler>r rUpscaleImageParametersr9UpscaleImageConfigrzr7_UpscaleImageAPIConfigDictrmrr}rkrr;r config_dct api_configs&$$$$ r upscale_imageModels.upscale_images=B   % \\rF&%2233$$&j>*>E#(:DA#->> ($$ 'NN+@$G",.. '# ~~h-J$#Jv%&J!"   %  r c<V^8dQhRS[RS[S[,RS[S[P,RS[S[P,RS[S[P ,RS[S[P ,RS[P/#rr)rr]s"rrr^ [[[sm [ e'' ( [ e'' ( [u778[u778[ $$[r c  V'gV'g V'dV'd \R 4h/pVPP'gV'd\V\P 4'dVP 4pM \V4pVPR4'dNVPR4'd7\P !VPR4VPR4R7pEMyVPP'Eg]V'EdT\V\P4'd$VP 4pVPR/4pMo\V4p\VPR4\P 4'd6VPR\P !44p V P 4pV'dVPR4'dVPR4'dl\P!VPR4VPR4\P !VPR4VPR4R7R7pVPVVVVVVR 7#) \Generates videos based on an input (text, image, or video) and configuration. The following use cases are supported: 1. Text to video generation. 2a. Image to video generation (additional text prompt is optional). 2b. Image to video generation with frame interpolation (specify last_frame in config). 3. Video extension (additional text prompt is optional) Args: model: The model to use. prompt: The text prompt for generating the videos. Optional for image to video and video extension use cases. This argument is deprecated, please use source instead. image: The input image for generating the videos. Optional if prompt is provided. This argument is deprecated, please use source instead. video: The input video for video extension use cases. Optional if prompt or image is provided. This argument is deprecated, please use source instead. source: The input source for generating the videos (prompt, image, and/or video) config: Configuration for generation. Usage: ``` operation = client.models.generate_videos( model="veo-2.0-generate-001", source=types.GenerateVideosSource( prompt="A neon hologram of a cat driving at top speed", ), ) while not operation.done: time.sleep(10) operation = client.operations.get(operation) operation.result.generated_videos[0].video.uri ``` rJrLr?rJr?rrrrrrr"MSource and prompt/image/video are mutually exclusive. Please only use source. r&rkrlr9rVideorzr7rmGenerateVideosSourcer& r}rkrrrrr video_dct source_dct video_objs &$$$$$$ rgenerate_videosModels.generate_videos sb %5f  '  !#I    $ $ $ E5;; ' '$$& K u  )-- ">">  e$ k0J    & & &66 FE66 7 7&&( NN7B/ &\ jnnW-u{{ ; ;#->>'5;;=#I)**,) y}}U++ m0L0L++>>(+..)++MM%(#-- 4    ! r cn<V^8dQhRS[S[P,RS[S[P,/#r)rrrrr)rr]s"rrr^is500u3340 U[[ 0r c \P!VR7P;'g\P!4pVPfRVnVP P 'dGVP4pVP'g%VPpV'd VR,MRVn\RVPVPVR7V4#)aMakes an API request to list the available models. If `query_base` is set to True in the config or not set (default), the API will return all available base models. If set to False, it will return all tuned models. Args: config (ListModelsConfigOrDict): Configuration for retrieving models. Usage: .. code-block:: python response=client.models.list(config={'page_size': 5}) print(response.page) # [Model(name='projects/./locations/./models/123', display_name='my_model' response=client.models.list(config={'page_size': 5, 'query_base': True}) print(response.page) # [Model(name='publishers/google/models/gemini-2.0-flash-exp' ... rgT&filter=labels.tune-type:*labels.tune-type:*rq) rrrListModelsConfigr[rkrlcopyrZrrr}r filter_values&$ rr Models.listis8 ##6299 $ $  ! ! #  f    {{}f    }}  7 7%    & !  r )__name__ __module__ __qualname____firstlineno__rrrrrrrrrmrrrrrr&rSrZrerlr|rr__static_attributes____classdictcell__r]s@rrUrUCspO =A OObT =A TTl_ :> __BJ <@ JJX@ 7; @@D@ >B @@Dj <@ jjXS :> SSj;JN;;zE@DEEN@9= @@DF9= FFP] 9= ]]~S ;? SSjN# N ,0 N ,0 N<@N<@NN`_ =A __B@I =A @I@ID5 <@ 55n6 7; 66pH :> HHT[# [ ,0 [ ,0 [<@[<@[[z08<000r rUc |a]tRtRtoRR/V3RlRlltRR/V3RlRlltRR/V3RlR lltRR/V3R lR lltRR/V3R lR lltRR/V3RlRllt RR/V3RlRllt RR/V3RlRllt RR/V3RlRllt RR/V3RlRllt RR/V3RlRlltRR/V3RlRlltRR/V3RlRlltRR/V3RlRlltR RR!RR"RR#RRR/V3R$lR%lltRR/V3R&lR'lltRR/V3R(lR)lltRR/V3R*lR+lltRR/V3R,lR-lltRR/V3R.lR/lltRR/V3R0lR1lltR RR!RR"RR#RRR/V3R2lR3lltR4tVtR#)5 AsyncModelsirNc<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWrX)rr]s"rrAsyncModels.__annotate__r_r c"\P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWuV 4GRjxL p VeH\!VRR4'd5\P"!V R 7p VPP%V 4V #V P&'g/M\(P*!V P&4p VPP'd\-V RV4p VPP'g\/V RV4p \P"P1WP34R 7p \P4!V P6R 7V nVPP%V 4V #ELG5ira)rrjrkrlrrmrnrr rorrpr rqrr async_requestrtr\rurvrwrxrrryrzr{rirwr|s &$$$ rrAsyncModels._generate_contents66O    9   OT?l&))&1 (334DE(8   OT?l&))&1 (334DE(##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LHg-t22XNl '' 5 &mmmBHMM1JM    : m    $ $ $9 m00??'A'A'C@L&+%7%7  &L" %%l3 =s-CKB,KK A K*=K((KA?Kc <V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[S[S[P,,/#rW) r8rrrYrZrr[rrr\)rr]s"rrrslYYYe,,e.H.HHI Y u889 Y u<<=> Yr caa a "\P!VVVR7o SPP'dG\ SPS RS 4pVP R4pV'dRP V4pMHRpME\SPS RS 4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4RpS Pe/S PPeS PPp\P!V4p\P!V4pVe\VRR4'd \!R4hSPP#R WdV4GRjxL o V V V3R lp V !4#L5i) rbNrlrrVrcrrerrdc.<"SRjxL pVP'g/M\P!VP4pSPP'd\ VRS4pSPP'g\ VRS4p\PPVSP4R7p\P!VPR7Vn SPPV4V5xEKELEDR#5i)Nrfrh)rvrwrxrkrlrrrr\ryrzr{rirwru)rFrrr~response_streamr}s rasync_generator=AsyncModels._generate_content_stream..async_generator0s+"*---TZZ 5N    $ $ $>T? -(((=T? -44CC"?+E+E+GD */););$$* & )),7+Os3DDDDAD (D BDDD)rrjrkrlrrmrnrr rorrpr rqrrrtr&async_request_streamed) r}rkrmrrrrrrprr~rs f$$$ @@rr$AsyncModels._generate_content_streams66O    9   OT?l&))&1 6AA  78   OT?l&))&1 6AA  7##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL g-t    !,,CCLO0  9sCGCG-G.Gc<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWr)rr]s"rrrJrr c "\P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V #L5i) aCalculates embeddings for the given contents. Only text is supported. Args: model (str): The model to use. contents (list[Content]): The contents to embed. config (EmbedContentConfig): Optional configuration for embeddings. Usage: .. code-block:: python embeddings = await client.aio.models.embed_content( model= 'text-embedding-004', contents=[ 'What is your name?', 'What is your favorite color?', ], config={ 'output_dimensionality': 64 }, ) rbNrlrrrVrcrrdrfrh)rrrkrlrrmrnrr rorrpr rqrrrrvrwrxr%r!rryrzr{rirwrurs &$$$ rrAsyncModels.embed_contentJs;<33O    6   OT?l&))&1  ++,<= 5   OT?l&))&1 +667GH+##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    7 m    $ $ $6 m--<<'A'A'C=L&+%7%7  &L" %%l3 /,CJB,JJ J=J(JA?Jcj<V^8dQhRS[RS[RS[S[P,RS[P/#rr)rr]s"rrrrr c "\P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWuV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V #L5i) z4Private method for generating images asynchronously.rNrlrrVrcrrdrfrh)rrrkrlrrmrnrr rorrpr rqrrrrvrwrxrrrryrzr{rirwrurs &$$$ rrAsyncModels._generate_imagess;55O    8   OT?l&))&1  ++,<= 7   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    9 m    $ $ $8 m//>>'A'A'C?L&+%7%7  &L" %%l3 /rc <V^8dQhRS[RS[RS[S[P,RS[S[P ,RS[P /#rr)rr]s"rrrrr c J"\P!VVVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4p V 'dV R\V 4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p \P.!V P0R 7V nVPP5V 4V #L5i) z3Private method for editing an image asynchronously.rrNrlrrVrcrrdrfrh)rrrkrlr&rrmrnr rorrpr rqrrrrvrwrxrrryrzr{rirwrurs&$$$$ rrAsyncModels._edit_images00) O    $ $ $ O PP3   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    4 m**99'A'A'C:L&+%7%7  &L" %%l3 %&BH#"B,H#H!H#%=H##A?H#c <V^8dQhRS[RS[PRS[RS[S[P,RS[P /#rr)rr]s"rrr9rr c J"\P!VVVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4p V 'dV R\V 4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p \P.!V P0R 7V nVPP5V 4V #L5i) z5Private method for upscaling an image asynchronously.rrNrlrrVrcrrdrfrh)rrrkrlr&r=rmrnr rorrpr rqrrrrvrwrxr@rryrzr{rirwrurs&$$$$ rrAsyncModels._upscale_image9s66% O    $ $ $ O PP9   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    7 m--<<'A'A'C=L&+%7%7  &L" %%l3 %rc~<V^8dQhRS[RS[PRS[S[P,RS[P /#rr)rr]s"rrr{rr c "\P!VVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p VPP/V 4V #L5ir)rrrkrlr&rrmrnr rorrpr rqrrrrvrwrxrrryrzrurs &$$$ rrAsyncModels.recontext_image{sn55O    $ $ $ O PP8   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    9 m//>>'A'A'C?L %%l3 !&BG<!B,G< G:G<$=G<"AG<c~<V^8dQhRS[RS[PRS[S[P,RS[P /#rr)rr]s"rrrsRVVV,, V u556 V  !! Vr c "\P!VVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p VPP/V 4V #L5i) a3Segments an image, creating a mask of a specified area. Args: model (str): The model to use. source (SegmentImageSource): An object containing the source inputs (prompt, image, scribble_image) for image segmentation. The prompt is required for prompt mode and semantic mode, disallowed for other modes. scribble_image is required for the interactive mode, disallowed for other modes. config (SegmentImageConfig): Configuration for segmentation. Usage: ``` response = client.models.segment_image( model="image-segmentation-001", source=types.SegmentImageSource( image=types.Image.from_file(IMAGE_FILE_PATH), ), config=types.SegmentImageConfig( mode=types.SegmentMode.foreground, ), ) mask_image = response.generated_masks[0].mask ``` rrNrlrrVrcrrdrf)rrrkrlr&rrmrnr rorrpr rqrrrrvrwrxrrryrzrurs &$$$ rrAsyncModels.segment_imagesF33O    $ $ $ O PP6   OT?l&))&1  ++,<= ##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    7 m--<<'A'A'C=L %%l3 !rcd<V^8dQhRS[RS[S[P,RS[P/#rr)rr]s"rrr?s4===#+E,F,F#G= {{=r c"\P!VVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPRWdV4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R7p VPP1V 4V #L5ir)rrrkrlr-rmrnr*r rorrpr rqrrrrvrwrxrxrsrryrzrurs &$$ rrmAsyncModels.get?s//O    2   OT?l&))&1 ""#341   OT?l&))&1 ""#34##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33 t<H'mmmBHMM1JM    (oNm    $ $ $' t_Mm;;--'A'A'C.L %%l3 #,CIB,III=I(IAIc^<V^8dQhRS[S[P,RS[P/#rr)rr]s"rrr~s2GG < <=G Gr c"\P!VR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dNVP R4'd7VPR4pV RV 2pV'dVR\V4 2, pMV'dV R\V4 2pVPR R4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPR WSV4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V #L5ir)rrrkrlrkrmrnrhror rrpr rqrrrrvrwrxryrtrryrzr{rirwrurs &$ rrAsyncModels._list~s11O     4   OT?l&))&1 (()9:3   OT?l&))&1 (()9:##H-L ((22'++H5vX01 2d  !Il+,-- vQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33 t<H'mmmBHMM1JM    5 m    $ $ $4 m++::'A'A'C;L&+%7%7  &L" %%l3 /s>CKK1KK/B,KKK2=K0(KA?Kcd<V^8dQhRS[RS[S[P,RS[P/#rr)rr]s"rrrrr c"\P!VVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPRWdV4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p VPP1V 4V #L5ir)rrrkrlr0rmrnr-r rorrpr rqrrrrvrwrxrxrsrryrzrurs &$$ rrAsyncModels.updates 22O    5   OT?l&))&1 ##$454   OT?l&))&1 ""#34##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33\H'mmmBHMM1JM    (oNm    $ $ $' t_Mm;;--'A'A'C.L %%l3 #rcd<V^8dQhRS[RS[S[P,RS[P/#rr)rr]s"rrr rr c"\P!VVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4RpVPe/VPPeVPPp\P!V4p\P!V4pVPPRWdV4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R7p \P0!V P2R 7V nVPP7V 4V #L5ir)rrrkrlrrmrnrr rorrpr rqrrrrvrwrxrrrryrzr{rirwrurs &$$ rrAsyncModels.delete s8 22O    5   OT?l&))&1 ""#344   OT?l&))&1 ""#34##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33$lH'mmmBHMM1JM    6 m    $ $ $5 m,,;;'A'A'C<L&+%7%7  &L" %%l3 /s,CJB,JJJ=J(JA?Jc<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWr)rr]s"rrrQr r c "\P!VVVR7pVPP'dG\ VPVRV4pVP R4pV'dRP V4pMHRpME\VPVRV4pVP R4pV'dRP V4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWuV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p VPP'g\)V RV4p \P*P-WP/4R 7p \P0!V P2R 7V nVPP7V 4V #L5i) a Counts the number of tokens in the given content. Multimodal input is supported for Gemini models. Args: model (str): The model to use for counting tokens. contents (list[types.Content]): The content to count tokens for. config (CountTokensConfig): The configuration for counting tokens. Usage: .. code-block:: python response = await client.aio.models.count_tokens( model='gemini-2.0-flash', contents='What is your name?', ) print(response) # total_tokens=5 cached_content_token_count=None rbNrlr rVrcrrdrfrh)rr rkrlrrmrnrr rorrpr rqrrrrvrwrxrrr ryrzr{rirwrurs &$$$ rrAsyncModels.count_tokensQs;822O    5   OT?l&))&1 $//0@A$4   OT?l&))&1 $//0@A$##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    6 m    $ $ $5 m,,;;'A'A'C<L&+%7%7  &L" %%l3 /rc<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWr)rr]s"rrrsbRRRe,,e.H.HHI R u667 R  "" Rr c H"\P!VVVR7pVPP'g \ R4h\ VPVRV4pVP R4pV'dRPV4pMRpVP R4pV'dV R\V4 2pVPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPR WuV 4GRjxL p V P 'g/M\"P$!V P 4p VPP'd\'V RV4p \P(P+WP-4R 7p \P.!V P0R 7V nVPP5V 4V #L5i) aGiven a list of contents, returns a corresponding TokensInfo containing the list of tokens and list of token ids. Args: model (str): The model to use. contents (list[shared.Content]): The content to compute tokens for. Usage: .. code-block:: python response = await client.aio.models.compute_tokens( model='gemini-2.0-flash', contents='What is your name?', ) print(response) # tokens_info=[TokensInfo(role='user', token_ids=['1841', ...], # tokens=[b'What', b' is', b' your', b' name', b'?'])] rbrNrlrrVrcrrdrfrh)rrrkrlr&rrrmrnr rorrpr rqrrrrvrwrxrzrryrzr{rirwrurs &$$$ rrAsyncModels.compute_tokenss:44O    $ $ $ O PP7   OT?l&))&1 &112BC&##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    8 m..=='A'A'C>L&+%7%7  &L" %%l3 %s&BH"!B,H" H H"$=H""A?H"rrrrc<V^8dQhRS[RS[S[,RS[S[P,RS[S[P,RS[S[P ,RS[S[P ,RS[P/#rr)rr]s"rrrr r c "\P!VVVVVVR7pVPP'dG\ VPVRV4pVP R4p V 'dRP V 4p MHRp ME\VPVRV4pVP R4p V 'dRP V 4p MRp VP R4p V 'dV R\V 4 2p VPRR4Rp VPe/VPPeVPPp \P!V4p\P!V4pVPPRWV 4GRjxL p V P 'g/M\"P$!V P 4pVPP'd\'VRV4pVPP'g\)VRV4p\P*P-WP/4R 7pVPP1V4V#L5i) z4Private method for generating videos asynchronously.r"Nrlr#rVrcrrdrf)rr$rkrlrrmrnrr rorrpr rqrrrrvrwrxrrrryrzrur%s&$$$$$$ rr&AsyncModels._generate_videoss'55 O    8   OT?l&))&1 +667GH+7   OT?l&))&1 +667GH+##H-LvQy./ 0dXt$04L*  " " / / ;$++88l**<8L66|DL%%33LH'mmmBHMM1JM    : m    $ $ $9 m00??'A'A'C@L %%l3 +s,CI#B,I# I! I#"=I# (I# AI#c<V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[P/#rWrX)rr]s"rrrTsbe,,e.H.HHI  u889   $$ r c 8"\P!V4p\P!V4GRjxL wrV\P!V4'dVP WVR7GRjxL #V'd^p\ V\ P4'd)VP'd\VP4pM;\ V\4'd&VPR.4pV'd \V4p\V4V8wd6RP\\V44p \P!RV 4VP WVR7GRjxL #\P"!V4p \P%RV R24.p \ P&!4p V ^8EdVP WVR7GRjxL p V ^,p V ^8Xd\P%R4\P(!WVR R 7p V 'gEMUV 'gEMKV P*'dQV P*^,P,'d.V P*^,P,P.'gM\P0!W4GRjxL pV'gMV P*^,P,p\ P2!R VR 7p\4P6!V4pV 'gV P9V4\ V\:4'd#VP=V4VP=V4V P=V4V P=V4EK\P>!V4'd V eV V n V #ELYEL#EL9ELEL5i) aMakes an API request to generate content using a model. Some models support multimodal input and output. Built-in MCP support is an experimental feature. Usage: .. code-block:: python from google.genai import types from google import genai client = genai.Client( vertexai=True, project='my-project-id', location='us-central1' ) response = await client.aio.models.generate_content( model='gemini-2.0-flash', contents='User input: I like bagels. Answer:', config=types.GenerateContentConfig( system_instruction= [ 'You are a helpful language translator.', 'Your mission is to translate text in English to French.' ] ), ) print(response.text) # J'aime les bagels. Nrbrr+r,r-r.r1Tis_caller_method_asyncr2r3)!r r4parse_config_for_mcp_sessionsr8rr9rr:rr;r7rmr<r=r8r>r?r@rAr\rBrrJr!get_function_response_parts_asyncrDrnrprErrFrGrH)r}rkrmrrIrJmcp_to_genai_tool_adaptersrKrrLrMrHrFrOrPrQrRs&$$$ rrSAsyncModels.generate_contentTsP 77?88@@.M&&}55))*" FE77 8 8 <<<"%fll"3  fd # # 7B' "%e*  ' (,A AiiC)C DE  5   ))*".!F!F" KK 01K0LAN?A&,,.H $q (--.h!A% #q ( NO!22 Dl  !!!$$Q'///$$Q'//555 >>   ! "--a088#mm#h'h /*11(; Hd # #)*-.(//0AB(//0EF ..}==   -1 Oi A** s0NN 8N+N, N83N,AN2A&NNA(NNANN)"N ,N9NN N AN4B N>NNNNNc <V^8dQhRS[RS[S[PS[P3,RS[S[P ,RS[S[P,/#rW) r8rrrYrZrr[rr\)rr]s"rrrsgU;U;U;e,,e.H.HHI U; u889 U; U223 U;r c ^aa a "\P!V4p\P!V4GRjxL wpo \P!V4'd+SP WVR7GRjxL o V 3RlpV!WV4#V'd^p\ V\ P4'd)VP'd\VP4pM;\ V\4'd&VPR.4pV'd \V4p\V4V8wd6RP\\V44p \P!RV 4SP WVR7GRjxL o V 3RlpV!WV4#\P"!V4V V3Rlp V !WV4#ELpEL9L?5i) azMakes an API request to generate content using a model and yields the model's response in chunks. For the `model` parameter, supported formats for Vertex AI API include: - The Gemini model ID, for example: 'gemini-2.0-flash' - The full resource name starts with 'projects/', for example: 'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash' - The partial resource name with 'publishers/', for example: 'publishers/google/models/gemini-2.0-flash' or - `/` separated publisher and model name, for example: 'google/gemini-2.0-flash' For the `model` parameter, supported formats for Gemini API include: - The Gemini model ID, for example: 'gemini-2.0-flash' - The model name starts with 'models/', for example: 'models/gemini-2.0-flash' - For tuned models, the model name starts with 'tunedModels/', for example: 'tunedModels/1234567890123456789' Some models support multimodal input and output. Built-in MCP support is an experimental feature. Usage: .. code-block:: python from google.genai import types from google import genai client = genai.Client( vertexai=True, project='my-project-id', location='us-central1' ) async for chunk in await client.aio.models.generate_content_stream( model='gemini-2.0-flash', contents='''What is a good name for a flower shop that specializes in selling bouquets of dried flowers?''' ): print(chunk.text) # **Elegant & Classic:** # * The Dried Bloom # * Everlasting Florals # * Timeless Petals async for chunk in await client.aio.models.generate_content_stream( model='gemini-2.0-flash', contents=[ types.Part.from_text('What is shown in this image?'), types.Part.from_uri('gs://generativeai-downloads/images/scones.jpg', 'image/jpeg') ] ): print(chunk.text) # The image shows a flat lay arrangement of freshly baked blueberry # scones. Nrbc<<"SRjxL pV5xKL D R#5iNrrkrmrrYrFs&&& rbase_async_generatorAAsyncModels.generate_content_stream..base_async_generator#!#  %+ 8 rr+r,c<<"SRjxL pV5xKL D R#5irrrs&&& rrr?rrc<"\P!V4p\PRV R24.pRpRp^pV^8EdV^, pS P WVR7GRjxL pV^8d\PRV R24V^,pV^8dV^8Xd\PR4\P !VS RR7p V^8XdVRjxL pV 'g\P !W4pV5xK/VP'dQVP^,P'd.VP^,PP'gM\P!Wi4GRjxL pV'dK\P !W4pV5xKVRjxL p\P!V4'dVVn \P !W4pV5xKJV 'gR#V'gR#VfEKVP^,Pp \P!R VR 7p \P !V4pV'gVP#V4\%V\&4'd'V e#VP)V 4VP)V 4V eVP)V 4VP)V 4EKR#EL}EL ELdEDLEL8ED:TecTP'dQTP^,P'd.TP^,PP'gR#\P!Yi4GRjxL pEL5i) r-r.Nrbr/r0r1Trr2r3)r r@r>rArrBrXrrJrrrGrHrrDrnrprEr9rrF)rkrmrrMrHrPrYrNrFrOrQrRrr}s&&& rr.async_generatorIs#/#H#H#P  kk 23M2Na PAC( e a & * Q6667   q5 ++(95 6"a'" q5/14 ++H $44 .t  6&  E%;;HLhk&&&))!,444))!,44:::$FF" )('==hN &  E55f==46$99(JHK "  = !,,Q/77 % %! <<)1 , 3 3H = h % %*;*G //+ , /// 0  ( , 3 34E F*112GHm + ( &, Xm%%%%%a(000%%a(00666  BB sAM9"K#A2M9K(K"K(8M9"M99,M9&M9K% M9M9/K.3K+4K.7A M9 M9 AM9'A9M9"K(%M9(M9+K..M9"M9),M9M91M42M9)r r4rr8rr9rr:rr;r7rmr<r=r8r>r?rW) r}rkrmrrIrJrrKrrLrrrFs f$$$ @@rrZ#AsyncModels.generate_content_streamsF 77? 88@@.M-&&}55445h"%= AA! FE77 8 8 <<<"%fll"3  fd # # 7B' "%e*  ' (,A AiiC)C DE  5   445h"%= AA88G_IB 5M ::] A8sM0F-F%"F-F-/F(0F- 3F-?AF-A&F-+F+,:F-(F-+F-c <V^8dQhRS[RS[RS[S[P,RS[S[P ,RS[P /#rr)rr]s"rrrrhr c H"VPVVVVR7GRjxL #L5i)aEdits an image based on a text description and configuration. Args: model (str): The model to use. prompt (str): A text description of the edit to apply to the image. reference_images (list[Union[RawReferenceImage, MaskReferenceImage, ControlReferenceImage, StyleReferenceImage, SubjectReferenceImage]): The reference images for editing. config (EditImageConfig): Configuration for editing. Usage: .. code-block:: python from google.genai.types import RawReferenceImage, MaskReferenceImage raw_ref_image = RawReferenceImage( reference_id=1, reference_image=types.Image.from_file(IMAGE_FILE_PATH), ) mask_ref_image = MaskReferenceImage( reference_id=2, config=types.MaskReferenceConfig( mask_mode='MASK_MODE_FOREGROUND', mask_dilation=0.06, ), ) response = await client.aio.models.edit_image( model='imagen-3.0-capability-001', prompt='man with dog', reference_images=[raw_ref_image, mask_ref_image], config=types.EditImageConfig( edit_mode= "EDIT_MODE_INPAINT_INSERTION", number_of_images= 1, include_rai_reason= True, ) ) response.generated_images[0].image.show() # Shows a man with a dog instead of a cat. rNrjrks&$$$$rrlAsyncModels.edit_images6b!!) "  s " "cn<V^8dQhRS[S[P,RS[S[P,/#r)rrrrr)rr]s"rrrs522u3342%++ 2r c "\P!VR7P;'g\P!4pVPfRVnVP P 'dGVP4pVP'g%VPpV'd VR,MRVn\RVPVPVR7GRjxL V4#L 5i)aMakes an API request to list the available models. If `query_base` is set to True in the config or not set (default), the API will return all available base models. If set to False, it will return all tuned models. Args: config (ListModelsConfigOrDict): Configuration for retrieving models. Usage: .. code-block:: python response = await client.aio.models.list(config={'page_size': 5}) print(response.page) # [Model(name='projects/./locations/./models/123', display_name='my_model' response = await client.aio.models.list( config={'page_size': 5, 'query_base': True} ) print(response.page) # [Model(name='publishers/google/models/gemini-2.0-flash-exp' ... rgNTrrrq) rrrrr[rkrlrrZrrrs&$ rrAsyncModels.lists< ##6299 $ $  ! ! #  f    {{}f    }}  7 7%   jjj''   (s$A/C*2!C*C*(6C*C(  C*cj<V^8dQhRS[RS[RS[S[P,RS[P/#rr)rr]s"rrrr]r c x"VPVVVR7GRjxL pRp.pV'dVP'gV#VPFOpVP'd*VPPR8XdVPpK>VP V4KQ \ P !VVR7pV#L5i)a6Generates images based on a text description and configuration. Args: model (str): The model to use. prompt (str): A text description of the images to generate. config (GenerateImagesConfig): Configuration for generation. Usage: .. code-block:: python response = await client.aio.models.generate_images( model='imagen-3.0-generate-002', prompt='Man with a dog', config=types.GenerateImagesConfig( number_of_images= 1, include_rai_reason= True, ) ) response.generated_images[0].image.show() # Shows a man with a dog. rNr_r`rarbs &$$$ rreAsyncModels.generate_imagess:../L )-% |<<< '88  + + +//<< -<,M,M)09++)*KH O1sB:B8B:B:Arrurys&$$$$ rr|AsyncModels.upscale_imageOsJB   % \\rF&%2233$$&j>*>E#(:DA#->> ($$ 'NN+@$G",.. 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