/j-SSKJr SSKrSSKrSSKrSSKrSSKrSSKrSSKJ r J r SSKJ r SSK J r SSKJrJrJrJrJrJr SSKJr SS KJr SS KJrJr SS KJrJr SS KJ r J!r! SS KJ"r" SSK#J$r$ \(aSSK%J&r& \'"\RP"SS55r)\"S5r*\ "SS55r+\ "SS55r,\ "SS55r-\ "SS55r.\+\,-\--\.-r/"SS\\*5r0"SS5r1"SS 5r2"S!S"5r3"S#S$5r4"S%S&5r5"S'S(5r6"S)S*5r7\(a\8\9\&\8\:\ 44r;\RxS+"S,5r=\ S0S-j5r>SS..S1S/jjr?g)2) annotationsN)Callable Generator)contextmanager) dataclass) TYPE_CHECKINGAnyGenericLiteralTypeVaroverload)trace)llm) function_toolutils) trace_typestracer) NOT_GIVEN NotGivenOr)is_given) SpeechHandle)AgentLIVEKIT_EVALS_VERBOSERun_Tc.\rSrSr%S\S'SrS\S'Srg) ChatMessageEvent'zllm.ChatMessageitemmessageLiteral['message']typeN__name__ __module__ __qualname____firstlineno____annotations__r#__static_attributes__r$P/app/agent/.venv/lib/python3.13/site-packages/livekit/agents/voice/run_result.pyrr's (D (r,rc.\rSrSr%S\S'SrS\S'Srg) FunctionCallEvent-zllm.FunctionCallr function_callLiteral['function_call']r#r$Nr%r$r,r-r/r/-s %4D "4r,r/c.\rSrSr%S\S'SrS\S'Srg) FunctionCallOutputEvent3zllm.FunctionCallOutputr function_call_outputLiteral['function_call_output']r#r$Nr%r$r,r-r4r43s  ,BD )Br,r4cB\rSrSr%S\S'S\S'S\S'SrS \S 'S rg ) AgentHandoffEvent9llm.AgentHandoffr Agent | None old_agentr new_agent agent_handoffLiteral['agent_handoff']r#r$Nr%r$r,r-r9r99s %4D "4r,r9c\rSrSrSS.SSjjr\SSj5r\RSSj5r \SSj5r SSjr SS jr SS jr SS jrSS jrSS jrSSjrSSjrSSjrSrg) RunResultDN) user_inputc[5Ul[RS"5UlXlX l/UlSUlSUl gN) set_handlesasyncioFuture _done_fut _user_input _output_type_recorded_items _final_output_RunResult__last_speech_handle)selfrD output_types r-__init__RunResult.__init__EsB:=%  -/%'/1+/9=!r,cUR$)z5List of all recorded events generated during the run.)rNrQs r-eventsRunResult.eventsPs###r,c[(a@SR[UR55n[ SUR SUS35 [ U5$)zy Provides an assertion helper for verifying the run events. Returns: RunAssert: Assertion interface for run events. z z + RunResult( user_input=`z` events: z ))lk_evals_verbosejoin_format_eventsrWprintrL RunAssert)rQ events_strs r-expectRunResult.expectUsZ  !~dkk'BCJ ""&"2"2!34##-,/ r,cURR5(d [S5eUR(d [S5eUR$)z Returns the final output of the run after completion. Raises: RuntimeError: If the run is not complete or no output is set. Returns: Run_T: The final result output. z3cannot retrieve final_output, RunResult is not donezno final output)rKdone RuntimeErrorrOrVs r- final_outputRunResult.final_outputisD~~""$$TU U!!01 1!!!r,c6URR5$)z=Indicates whether the run has finished processing all events.)rKrcrVs r-rcRunResult.done|s~~""$$r,c>^SU4SjjnU"5R5$)Ncd># [R"TR5IShvN T$N7frF)rIshieldrKrVsr- _await_impl(RunResult.__await__.._await_impls&..0 0 0K 1s $0.0)returnzRunResult[Run_T]) __await__)rQrls` r-roRunResult.__await__s }&&((r,cURR5(ag[XUS9nURURR S9nUR RXT5 g)N)r r=r> created_at)rKrcr9_find_insertion_indexr rsrNinsert)rQr r=r>eventindexs r-_agent_handoffRunResult._agent_handoffsW >>   !tIV**ejj6K6K*L ##E1r,cfURR5(agSnURS:Xa [US9nO3URS:Xa [ US9nOURS:Xa [ US9nUb?UR URRS9nURRX25 gg)Nr!)r r1r6rr) rKrcr#rr/r4rtr rsrNru)rQr rvrws r- _item_addedRunResult._item_addeds >>   !% 99 !$$/E YY/ )%40E YY0 0+6E  ..%**:O:O.PE  ' ' 5 r,cURR5(agURRU5 [ U[ 5(aUR UR5 URUR5 grF) rKrcrHadd isinstancer_add_item_added_callbackr{add_done_callback_mark_done_if_neededrQhandles r- _watch_handleRunResult._watch_handles_ >>    &! fl + +  + +D,<,< =  !:!:;r,cXR;agURRU5 URUR5 [ U[ 5(aUR UR5 g)NFT)rHdiscardremove_done_callbackrrr_remove_item_added_callbackr{rs r-_unwatch_handleRunResult._unwatch_handlesY  & f%##D$=$=> fl + +  . .t/?/? @r,c[U[5(aXl[SUR55(aUR 5 gg)Nc3@# UHoR5v M g7frF)rc).0rs r- 1RunResult._mark_done_if_needed..s9={{}}=s)rrrPallrH _mark_doners r-rRunResult._mark_done_if_neededs9 fl + +(. % 94==9 9 9 OO  :r,c [R"[R5 URc%UR R S5 SSS5 gURRn[U[5(dUR(al[XR5(dRUR R[SURRS[U5R355 O=XlUR R S5 OUR RU5 SSS5 g!,(df  g=f)NzExpected output of type , got ) contextlibsuppressrIInvalidStateErrorrPrK set_result_maybe_run_final_outputr BaseExceptionrM set_exceptionrdr&r#rO)rQres r-rRunResult._mark_dones  !:!: ;((0))$/< ;  44LLLlM::$$Z FWFW-X-XNN00$6t7H7H7Q7Q6RS##' #5#>#>"?A*6&NN--d3,,\:%< ; ;s*EC%E Ec[[[UR555H1nURURR U::dM,US-s $ g)z Returns the index to insert an item by creation time. Iterates in reverse, assuming items are sorted by `created_at`. Finds the position after the last item with `created_at <=` the given timestamp. rr)reversedrangelenrNr rs)rQrsis r-rtRunResult._find_insertion_indexsP%D$8$8 9:;A##A&++66*D1u <r,)__last_speech_handlerKrOrHrMrNrL)rDz str | NonerRztype[Run_T] | NonernNone)rnlist[RunEvent])rnr^)rnr)rnbool)rnz'Generator[None, None, RunResult[Run_T]])r r;r=r<r>rrnr)r z llm.ChatItemrnr)rSpeechHandle | asyncio.Taskrnr)rrrnr)rz"SpeechHandle | asyncio.Task | Nonernrrnr)rsfloatrnint)r&r'r(r)rSpropertyrW functoolscached_propertyr`rercrorxr{rrrrrtr+r$r,r-rBrBDs37 >$$&""$%)2'24@2MR2 26 < ;* r,rBcN\rSrSrS!Sjr\S"Sj5r\S#Sj5rS$SjrS%SjrS&S'Sjjr\SS .S(S jj5r \S)S j5r \S*S j5r \S+S j5r \S,Sj5r SS .S-Sjjr \\ S.S.Sjj5r \\ \ S.S/Sjj5r \\ \ S.S0Sjj5r \\ S.S1Sjj5r \ \ \ \ \ \ S.S2Sjjr S3S4Sjjr S5Sjr \ \ S.S6Sjjr\ S.S7Sjjr\ \ S.S8Sjjr\ S.S9SjjrS rg):r^c4URUlSUlg)Nr)rW _events_list_current_index)rQ run_results r-rSRunAssert.__init__s&--r,cgrFr$)rQrws r- __getitem__RunAssert.__getitem__s69r,cgrFr$)rQss r-rrs9>> result.expect[0].is_message(role="user") >>> result.expect[-1].is_message(role="assistant") # Full range access >>> result.expect[:].contains_function_call(name="foo") # Partial range access >>> result.expect[0:2].contains_message(role="assistant") rznth(z) out of range (total events: )rwz# indices must be int or slice, not ) rslicerEventRangeAssertrr_raise_with_debug_info EventAssert TypeErrorr#r&)rQkeyrWs r-rrs4 c5 ! !&&s+F#F#6 6 c3  Qws4,,--5s4#4#455++3%=c$BSBS>T=UUVW,t005tA ADz""##FtCyGYGYFZ [  r,cSnUR[UR5:aURS5 XRnU$)NTz&Expected another event, but none left.)rrrrrQ__tracebackhide__rvs r-_current_eventRunAssert._current_eventsC    #d&7&7"8 8  ' '(P Q(() r,NcSnUc UROUnSR[URUS95n[ US3U-5e)NT selected_indexz Context around failure: )rr[r\rAssertionError)rQr!rwr marker_indexr_s r-r RunAssert._raise_with_debug_info sM .3mt** YY~d.?.?P\]^ y(CDzQRRr,)r#cgrFr$rQr#s r- next_eventRunAssert.next_event's?Br,cgrFr$rs r-rr*sLOr,cgrFr$rs r-rr-SVr,cgrFr$rs r-rr0s`cr,cgrFr$rs r-rr3rr,cNSnUR5nU=RS- slUbUR5RU:XaOMIUS:XaUR 5$US:XaUR 5$US:XaUR 5$US:XaUR5$U$)a Advance to the next event, optionally filtering by type. Args: type (str, optional): Event type to match. Returns: EventAssert or subclass: Assertion object for the matched event. Example: >>> result.expect.next_event(type="function_call").is_function_call(name="foo") Trr!r1r6r?)rrrvr# is_messageis_function_callis_function_call_outputis_agent_handoff)rQr#r ev_asserts r-rr6s0!++-I   1 $ |y055=  9 '') ) _ $--/ / + +446 6 _ $--/ /r,rolecgrFr$)rQr#rs r-skip_next_event_ifRunAssert.skip_next_event_ifbs$'r,name argumentscgrFr$)rQr#rrs r-rrgs%(r,outputis_errorcgrFr$)rQr#rrs r-rrps+.r,new_agent_typecgrFr$)rQr#rs r-rrys%(r,)rrrrrrcxSnSn US:XaUR5RUS9n OkUS:XaUR5RX4S9n OGUS:XaUR5RXVS9n O#US :XaUR5R US 9n U=R S - slU $![ a gf=f) a Conditionally skip the next event if it matches criteria. Args: type (str): Type of event to check. role (ChatRole, optional): Required role for message events. name (str, optional): Required function name for calls. arguments (dict, optional): Required args for function calls. output (str, optional): Required output for function call outputs. is_error (bool, optional): Required error flag for call outputs. new_agent_type (type, optional): Required agent class for handoffs. Returns: EventAssert or None: The skipped event assertion if matched. Example: >>> skipped = result.expect.skip_next_event_if(type="message", role="assistant") TNr!rr1rr6rr?rr)rrrrrrrrd) rQr#rrrrrrrevs r-rr~sF!  y ((*5545@(((*;;;[//((*BB&Bd(((*;;>;Z   1 $ I  sB'B,, B98B9cSn[U5HSnUR[UR5:aUR SUSUS35 U=RS- slMU U$)z Skip a specified number of upcoming events without assertions. Args: count (int): Number of events to skip. Returns: RunAssert: Self for chaining. Example: >>> result.expect.skip_next(2) TzTried to skip z event(s), but only z were available.r)rrrrr)rQcountrrs r- skip_nextRunAssert.skip_nextsm!uA""c$*;*;&<<++$UG+?sBRS   1 $    r,cSnUR[UR5:aAURURnURS[ U5R 35 gg)z Assert that there are no further events. Raises: AssertionError: If unexpected events remain. Example: >>> result.expect.no_more_events() Tz$Expected no more events, but found: N)rrrrr#r&rs r-no_more_eventsRunAssert.no_more_eventssa!   T%6%6!7 7%%d&9&9:E  ' '6tE{7K7K6LM  8r,c*SnUSSRXS9$)a1 Assert existence of a function call event matching criteria. Args: name (str, optional): Function name to match. arguments (dict, optional): Arguments to match. Returns: FunctionCallAssert: Assertion for the matching call. Example: >>> result.expect.contains_function_call(name="foo") TNr)contains_function_call)rQrrrs r-r RunAssert.contains_function_calls"&!Aw--4-MMr,c*SnUSSRUS9$)z Assert existence of a message event matching criteria. Args: role (ChatRole, optional): Role to match. Returns: ChatMessageAssert: Assertion for the matching message. Example: >>> result.expect.contains_message(role="user") TNr)contains_messagerQrrs r-rRunAssert.contains_messages""!Aw''T'22r,c*SnUSSRXS9$)aL Assert existence of a function call output event matching criteria. Args: output (str, optional): Output string to match. is_error (bool, optional): Error flag to match. Returns: FunctionCallOutputAssert: Assertion for the matching output. Example: >>> result.expect.contains_function_call_output(is_error=True) TNr)contains_function_call_outputrQrrrs r-r'RunAssert.contains_function_call_outputs"&!Aw44F4VVr,c*SnUSSRUS9$)a Assert existence of an agent handoff event matching criteria. Args: new_agent_type (type, optional): Expected new agent class. Returns: AgentHandoffAssert: Assertion for the matching handoff. Example: >>> result.expect.contains_agent_handoff(new_agent_type=MyAgent) TNr)contains_agent_handoffrQrrs r-r RunAssert.contains_agent_handoff$s"!Aw--^-LLr,)rr)rrB)rwrrnr)rrrnr)rz [int, slice]rnzEventAssert | EventRangeAssert)rnrrF)r!strrw int | Nonernr)r#rrnr)r#r"rnChatMessageAssert)r#r2rnFunctionCallAssert)r#r7rnFunctionCallOutputAssert)r#r@rnAgentHandoffAssert)r#zSLiteral['message', 'function_call', 'function_call_output', 'agent_handoff'] | NonernzdEventAssert | ChatMessageAssert | FunctionCallAssert | FunctionCallOutputAssert | AgentHandoffAssert)r#r"rNotGivenOr[llm.ChatRole]rnzChatMessageAssert | None)r#r2rNotGivenOr[str]rNotGivenOr[dict[str, Any]]rnzFunctionCallAssert | None)r#r7rrrNotGivenOr[bool]rnzFunctionCallOutputAssert | None)r#r@rNotGivenOr[type[Agent]]rnzAgentHandoffAssert | None)r#zLLiteral['message', 'function_call', 'function_call_output', 'agent_handoff']rrrrrrrrrrrrrnz]ChatMessageAssert | AgentHandoffAssert | FunctionCallAssert | FunctionCallOutputAssert | None)r)rrrnr^rrrrrrnr rrrnr rrrrrnr rrrnr )r&r'r(r)rSr rrrrrrrrrrrrr+r$r,r-r^r^s 99 <<* XS)-BB OO VV cc VV  **   *XLU')'1I' !'' !*09 ('( ( . ( # (( #,%. ... . # . ) ..[d(/(AX( "((*3 )09"+%.2;:1[:1' :1  :1 . :1 :1#:10:1 :1x0*!*09 NN. N  N2*33'3  3.#,%. W W# W " W.>> ev_assert.is_function_call(name="foo", arguments={"x": 1}) TzExpected FunctionCallEventzExpected call name '', got ''z For key 'z ', expected r)rrr/r%rr rjsonloadsritemsgetr rr)rQrrractualrvalues r-rEventAssert.is_function_callDs ,!$++'899 KK4 5$++'89999 D>>dkk..33t; KK.tfHT[[=M=M=R=R>> ev_assert.is_function_call_output(output="OK", is_error=False) Tz Expected FunctionCallOutputEventzExpected output 'r-r.zExpected is_error=r) rrr4r%rr rrr rrrs r-r#EventAssert.is_function_call_outputks&!$++'>?? KK: ;$++'>???? F   0 0 7 76 A KK+F88DKK>> ev_assert.is_message(role="assistant") TzExpected ChatMessageEventzExpected role 'r-r.) rrrr%rr rr rrrs r-rEventAssert.is_messages !$++'788 KK3 4$++'78888 D>>dkk..33t; KK/$x 8H8H8M8M7NaP Q dllDKKHHr,rcSn[UR[5(dURS5 [UR[5(de[ U5(an[URR U5(dIURSUR S[URR 5R S35 [URURUR5$)aD Verify this event is an agent handoff. Args: new_agent_type (type, optional): Expected new agent class. Returns: AgentHandoffAssert: Assertion for the handoff. Raises: AssertionError: If the event is not an agent handoff or type mismatch. Example: >>> ev_assert.is_agent_handoff(new_agent_type=MyAgent) TzExpected AgentHandoffEventzExpected new_agent 'r-r.) rrr9r%rr>r&r#r rrrs r-rEventAssert.is_agent_handoffs$!$++'899 KK4 5$++'89999 N # #Jt{{7L7Ln,],] KK&~'>'>&?xT[[MbMbHcHlHlGmmno "$++t||T[[IIr,rrrN))rvRunEventrr^rwrr!rrnr)rnr>rrrr) r&r'r(r)rSr%rvrrrrrr+r$r,r-rr7s H !*09 %J%J. %J  %JP,5S\P(P@PP !P@>GI8>> result.expect[0:3].contains_function_call(name="foo") TrrNz8No FunctionCallEvent satisfying criteria found in range unreachable) enumeraterCrrrDstartrrrrrrd)rQrrridxr candidates r-r'EventRangeAssert.contains_function_calls,! .GC#B tyy7K!s6RSI$$^4 11t1Q54/ ++Ftyym T =)) 54 -B>> C rcSn[UR5Hnup4[X@RURR =(d SU-5n[ R"[5 URUS9sSSS5 s $ URRSUR<35 [S5e!,(df  M=f)aR Assert that a message matching criteria exists in the event range. Args: role (ChatRole, optional): Expected sender role. Returns: ChatMessageAssert: Assertion for the matched message. Raises: AssertionError: If no matching message is found in range. Example: >>> result.expect[:2].contains_message(role="assistant") TrrNz5No ChatMessageEvent matching criteria found in range rH) rIrCrrrDrJrrrrrrd)rQrrrKrrLs r-r!EventRangeAssert.contains_messages(! .GC#B tyy7K!s6RSI$$^4 +++654/ ++CDII= Q =)) 54rNrcSn[UR5HnupE[XPRURR =(d SU-5n[ R"[5 URXS9sSSS5 s $ URRSUR<35 [S5e!,(df  M=f)a Assert that a function call output matching criteria exists in the event range. Args: output (str, optional): Expected output text. is_error (bool, optional): Expected error flag. Returns: FunctionCallOutputAssert: Assertion for the matched output. Raises: AssertionError: If no matching output is found in range. Example: >>> result.expect[1:4].contains_function_call_output(is_error=True) TrrNz>> result.expect[0:3].contains_agent_handoff(new_agent_type=MyAgent) TrrNz6No AgentHandoffEvent matching criteria found in range rH) rIrCrrrDrJrrrrrrd)rQrrrKrrLs r-r'EventRangeAssert.contains_agent_handoff0s$! .GC#B tyy7K!s6RSI$$^4 111P54/ ++DTYYM R =)) 54rNrBN)rWrrr^rErrrrr) r&r'r(r)rSrrrrrr+r$r,r-rrs!*09 * *. *  *J*3*'*  *F#,%. *  *# * " *FU5 U (aURA[ RBU RD[ RFU RH[ RJU RD[ RLU RH[ RNU RP05 U(dURSU35 U$[R(a0SSK*J+n U"URYSS5S S!S"9n[[S#US$US%35 U$7f)'a9 Evaluate whether the message fulfills the given intent. Args: llm_v (llm.LLM): LLM instance for judgment. intent (str): Description of the expected intent. Returns: ChatMessageAssert: Self for chaining further assertions. Example: >>> await msg_assert.judge(llm, intent="should ask for size") Tjudger\)intentr!zThe chat message is empty.rHz(Intent is required to judge the message.c# X4$7f)z Determines whether the message correctly fulfills the given intent. Args: success: Whether the message satisfies the intent. reason: A concise explanation justifying the result. r$)successreasons r- check_intent-ChatMessageAssert.judge..check_intents? "ssystemanYou are a test evaluator for conversational agents. You will be shown a message and a target intent. Determine whether the message accomplishes the intent. Only respond by calling the `check_intent(success: bool, reason: str)` function with your final judgment. Be strict: if the message does not clearly fulfill the intent, return `success = False` and explain why.)rcontentuserzCCheck if the following message fulfills the given intent. Intent: z Message: Nzgpt-5c3@># UHoTR;v M g7frF)model)rexcluded_modelllm_vs r-r*ChatMessageAssert.judge..scGb^U[[0Gbsg temperaturefunctionrrc)r#rn)chat_ctxtools tool_choice extra_kwargsrz0LLM did not return any arguments for evaluation.)fncjson_argumentszJudgement failed: )shortenrz\nz...)width placeholderz- Judgment succeeded for `z`: ``)rarrbrrnztuple[bool, str]).rget_current_spanrr text_content set_attributerATTR_GEN_AI_OPERATION_NAMEATTR_GEN_AI_REQUEST_MODELriATTR_FUNCTION_TOOL_NAMEATTR_FUNCTION_TOOL_ARGSr/dumpsr%rdrr ChatContext add_messageanychatusagedelta tool_callsrrr llm_utilsprepare_function_argumentsATTR_FUNCTION_TOOL_IS_ERRORATTR_FUNCTION_TOOL_OUTPUTset_attributesATTR_GEN_AI_USAGE_INPUT_TOKENS prompt_tokensATTR_GEN_AI_USAGE_OUTPUT_TOKENScompletion_tokens#ATTR_GEN_AI_USAGE_INPUT_TEXT_TOKENS$ATTR_GEN_AI_USAGE_OUTPUT_TEXT_TOKENS%ATTR_GEN_AI_USAGE_INPUT_CACHED_TOKENSprompt_cached_tokensrZtextwraprureplacer])rQrkr_r current_span msg_contentrcrorrrrexcluded_models_temperaturechunktoolfnc_args fnc_kwargsrarbru print_msgs ` r-r^ChatMessageAssert.judge\sT!--/ kk&&33 "";#I#I7S"";#H#H%++V"";#F#FHZ[""  / / JJ&A B  KK4 5}- - KKB C}- -  #  #??${   "8$(M+  !% ,0 '.i#cGbccc*-L '!::.!+&.9QR% &  +% {{& ;;{{%%%{{--a0 NN  +  KKJ K)S))))(CC !-h E* EEE"";#J#JPWKX"";#H#H&Q   ' '>>@S@S??AXAXCCUEXEXDDeF]F]EEuGaGa   KK,VH5 6   ( 3 3D% @X]^I .ykfXQG H s?F'N8*H%.H#/H%2AN8<'N8#H%%AN86I97EN8r<N)rvrrr^rwrr?)rnr)rkzllm.LLMr_rrnr ) r&r'r(r)rSr%rvrstart_as_current_spanr^r+r$r,r-r r Os4 H !!"45|6|r,r c(\rSrSrSSjrSSjrSrg)r ic(XlX lX0lgrFrrs r-rSFunctionCallAssert.__init__r r,cUR$rFr)rVs r-rvFunctionCallAssert.eventr+r,r<N)rvr/rr^rwr)rnr/r&r'r(r)rSrvr+r$r,r-r r   r,r c(\rSrSrSSjrSSjrSrg)r ic(XlX lX0lgrFrrs r-rS!FunctionCallOutputAssert.__init__r r,cUR$rFr)rVs r-rvFunctionCallOutputAssert.eventr+r,r<N)rvr4rr^rwr)rnr4rr$r,r-r r rr,r c(\rSrSrSSjrSSjrSrg)r ic(XlX lX0lgrFrrs r-rSAgentHandoffAssert.__init__r r,cUR$rFr)rVs r-rvAgentHandoffAssert.eventr+r,r<N)rvr9rr^rwr)rnr9rr$r,r-r r rr,r  MockToolsagents_mock_toolsc## [R05n0UEX0En[RU5nSv [RU5 g![RU5 f=f7f)z Temporarily assign a set of mock tool callables to a specific Agent type within the current context. Usage: with mock_tools(MyAgentClass, {"tool_name": mock_fn}): # inside this block, MyAgentClass will see the given mocks N)_MockToolsContextVarr2rGreset)agentmockscurrentupdatedtokens r- mock_toolsrs[#&&r*G''%'G $ $W -E* ""5)""5)s2A)AA)A&&A)rc /n[U5Hup4SnUb X1:XaSOSn[U[[[45(a@UR R SS1SkS9nUSUSURRS US 3nOB[U[5(a#USUS URS URS 3nO USUSU3nURU5 M U$) Nz>>>z T>idr#call_idrs) exclude_noneexclude_defaultsexcludez [z] z(item=rz] AgentHandoffEvent(old_agent=z , new_agent=) rIrrr/r4r model_dump __class__r&r9r=r>append)rWrlinesrrvprefix item_reprlines r-r\r\sEf%  %1UuF e.0ACZ[ \ \ --!!%?.I XRs"U__%=%=$>fYKqQD 0 1 1("QC "__-\%//9J!M  XRs"UG,D T)&, Lr,)rz type[Agent]rzdict[str, Callable]rnzGenerator[None, None, None])rWrrr rnz list[str])@ __future__rrIr contextvarsrr/oscollections.abcrrr dataclassesrtypingrr r r r r opentelemetryrrrrrr telemetryrrtypesrrr speech_handlerrrrgetenvrZrrr/r4r9r>rBr^rrr r r r dictr#rr ContextVarrrr\r$r,r-rs" /%! 3+)'ryy!8!<= )) )  55 5  CC C  55 5 / /2I IL] ]ZZzSMSMl LJLJ^F*F*RJJZT%[$sH}"556I"--k:;NO**"LPr,