/jk/%SSKJr SSKrSSKrSSKJr SSKJr SSKJ r SSK J r SSK J r SSKJr SS KJrJr SS KJr SS KJrJrJr SS KJrJrJr SS KJr SSK J!r! SSK"J#r# \RHRKSSSSS9r&Sr'S\(S'Sr)\"SS9r*\"SSSSSS9r+\"S S9r,S!r-S)S"jr.S*S#jr/S+S$jr0S,S%jr1S-S&jr2S.S'jr3S/S(jr4g)0) annotationsN)Sequence)Any)rtc)llm) NotGivenOr)is_given)realtime responses)Logprob)InputAudioNoiseReductionInputAudioTranscription TurnDetection)AudioTranscriptionNoiseReductionTypeRealtimeAudioInputTurnDetection)LogProbProperties)NoiseReduction)logger semantic_vadTmedium)typecreate_response eagernessinterrupt_responseautozresponses.ToolChoiceOptionsDEFAULT_TOOL_CHOICEinfzgpt-4o-mini-transcribe)model server_vadg?i,)r thresholdprefix_padding_mssilence_duration_msrz whisper-1ic[U5(aUcg[U[5(aU$[U[5(a[URS9$[US9$)N)r)r isinstancerr r)noise_reductions V/app/agent/.venv/lib/python3.13/site-packages/livekit/plugins/openai/realtime/utils.pyto_noise_reductionr*?sT O $ $(?/>22/#;<<?#7#788  //c [U5(d[$Ucg[U[5(a%[R "S0UR SSSS9D6$U$)NT)by_alias exclude_unsetexclude_defaults)r !DEFAULT_INPUT_AUDIO_TRANSCRIPTIONr'rrmodel_construct model_dump)audio_transcriptions r)to_audio_transcriptionr5Msh ' ( (00"%'>??!11 !,,TD-  r+c[U5(d[$Ucg[U[5(GaH0nURS:XaSUS'UR bUR US'UR bUR US'URbURUS'URbURUS'[RR"S 0UD6$URS:XaySUS'URbURUS'URbURUS'URbURUS '[RR"S 0UD6$[S UR35eU$) Nr!rr#r$r%rrrrz!unsupported turn detection type: r0)r DEFAULT_TURN_DETECTIONr'rrr#r$r%rr #realtime_audio_input_turn_detection ServerVadrr SemanticVad ValueError)turn_detectionkwargss r)to_turn_detectionr>_s{ N # #%%.-00!#   , .)F6N''3&4&>&>{#//;.<.N.N*+11=0>0R0R,---9,:,J,J()??IISFS S  N 2+F6N--9,:,J,J()''3&4&>&>{#00>555 '' HHPP!.(-cmm_HVEUEUVYVdVdEeElElmtEuDv&wQ  3#3#344$*$4$4S5M5Magg5V5[5[$\$c$c%M!'' HHPP!."/'(||Q1">!) L L$!  1$))=> >77 r+cURcS5eURS:Xa{URcS5eURcS5eURcS5e[ R "URURURURS9$URS:Xa]URcS5eURcS5e[ R"URURURS S 9$URS :XGa URcS 5eURcS 5e/n[U[R5(aCURH1nUR(dMURUR5 M3 GOU[U[R 5(aBURH1nUR(dMURUR5 M3 O[U[R"5(aURHnURS:Xa*URbURUR5 M=URS:Xa<UR$b/UR[ R&"UR$S95 MURS:XdMUR(cMURUR(5 M [ R*"URURUS9$[-SUR35e)Nz id is Noner@zcall_id is Nonez name is Nonezarguments is None)rArBrCrDrEzoutput is NoneF)rArBrFis_errorrGz role is Nonezcontent is NonerJrQ)imagerS)rArLrMzunsupported item type: )rArrBrCrDr FunctionCallrFFunctionCallOutputrLrMr'r r\rKrYr^rnrRr`rU ChatMessager;)rorMscacucs r)openai_item_to_livekit_itemrs 77 , ,  yyO#||':)::'yy$4n4$~~)>+>>)wwLLnn    yy**||':)::'{{&8(88&%%wwLL;;    yyIyy$4n4$||':)::')+ dHJJ K Kll777NN277+#hOO P Pll777NN277+#hJJ K Kll77l*rww/BNN277+WW -",,2JNN3#3#3",,#GHWW -"--2KNN2==1 #ww  .tyyk: ;;r+c[U[5(aU$[U[5(a$USS:Xa[R"USSSS9$[ $)NrfunctionrC)rCr)r'rXdictr ToolChoiceFunctionr) tool_choices r)to_oai_tool_choicer!sY+s## K & &;v+>*+L++Z(0  r+c~U(dg[SU55n[R"U[U5- 5nU$)ahCalculate a confidence score from token log probabilities. Converts log probabilities to probabilities (using exp) and returns the geometric mean of all token probabilities as the confidence score. Args: logprobs: Sequence of objects with a logprob attribute, or None Returns: Confidence score between 0.0 and 1.0, or None if logprobs is None/empty Nc38# UHoRv M g7f)N)logprob).0lps r) 5calculate_confidence_from_logprobs..?s6Xr Xs)summathexplen)logprobs total_logprobgeometric_means r)"calculate_confidence_from_logprobsr.s7 6X66MXXmc(m;rwrrrr0r+r)rs9" $*,  HL"EEQQ  R 4:09%*"$6 "%! -   +B +' ' 0 0 0X$!V!+!HcL5