<i>%SrSSKJr SSKJrJr SSKJr SSKJrJ r J r J r J r J r SSKJr \ \\\4r\ Sr\ Sr\ S r\ S r\ S r\ S r\ S r\ Sr\ Sr\ Sr\ Sr\ Sr\ Sr\ Sr \ Sr!\ Sr"\\\4r#S\$S'"SS\ SS9r%"SS\ 5r&"SS \ 5r'\\\'4r("S!S"\ 5r)"S#S$\)5r*"S%S&\)5r+"S'S(\ 5r,"S)S*\ 5r-"S+S,\ 5r."S-S.\ 5r/"S/S0\ 5r0"S1S2\ 5r1"S3S4\ 5r2\ S5r3\ S6r4\ S7r5\ S8r6\ \ \\7\8\94r:\ \\\ \:\\:44\;\<\\:4\<\<\\:4S94\\=4r>"S:S;\ 5r?"S<S=\ 5r@"S>S?\ 5rA"S@SA\@SS9rB"SBSC\ 5rC"SDSE\ 5rD"SFSG\ 5rE"SHSI\ SS9rF"SJSK\ 5rGgL)Mz3Data models for interacting with the LangGraph API.) annotations)MappingSequence)datetime)AnyLiteral NamedTupleOptional TypedDictUnion) TypeAlias)pendingrunningerrorsuccesstimeout interrupted)idlebusyrr) run_modes lifecycle state_update) valuesmessagesupdateseventstasks checkpointsdebugcustomzmessages-tuple)cancelcontinue)reject interruptrollbackenqueue)raise do_nothing)deletekeep)syncasyncexit*)creater#)r$r%) assistant_idgraph_idname created_at updated_at) thread_idstatusr3r4)cron_idr0r5r3r4 next_run_date)ascdescr Contextc<\rSrSr%SrS\S'S\S'S\S'S rg ) Configz!Configuration options for a call. list[str]tagsintrecursion_limitdict[str, Any] configurableN__name__ __module__ __qualname____firstlineno____doc____annotations____static_attributes__rEd/home/dmtnaga/Documents/work/airagagent/rag_env/lib/python3.13/site-packages/langgraph_sdk/schema.pyr=r=s)+ O ! rNr=F)totalcH\rSrSr%SrS\S'S\S'S\S'S\S 'S rg ) Checkpointz1Represents a checkpoint in the execution process.strr5 checkpoint_ns str | None checkpoint_iddict[str, Any] | Nonecheckpoint_maprENrFrErNrOrRrRs(;NKQ?))BrNrRc`\rSrSr%SrS\S'S\S'S\S'S\S'S\S 'S\S 'S rg ) GraphSchemaz0Defines the structure and properties of a graph.rTr1 dict | None input_schema output_schema state_schema config_schemacontext_schemarENrFrErNrOr[r[sD:M=====rNr[c\rSrSr%SrS\S'S\S'S\S'S\S 'S \S 'S \S 'S\S'S\S'S\S'Srg) AssistantBasezBase model for an assistant.rTr0r1r=configr;contextrr3JsonmetadatarAversionr2rV descriptionrENrFrErNrOrdrdsQ&"M N .-N! L& I#*rNrdc\rSrSrSrSrg)AssistantVersionz.Represents a specific version of an assistant.rEN)rGrHrIrJrKrMrErNrOrmrms8rNrmc$\rSrSr%SrS\S'Srg) Assistantz3Represents an assistant with additional properties.rr4rENrFrErNrOrprps=2rNrpc0\rSrSr%SrS\S'S\S'Srg) Interruptz1Represents an interruption in the execution flow.rvaluerTidrENrFrErNrOrsrss; J2 GGrNrscl\rSrSr%SrS\S'S\S'S\S'S\S 'S \S 'S\S 'S \S'Srg)Threadiz!Represents a conversation thread.rTr5rr3r4rhri ThreadStatusr6rzdict[str, list[Interrupt]] interruptsrENrFrErNrOrxrxsA+N*/N I L***JrNrxc`\rSrSr%SrS\S'S\S'S\S'S\S 'S \S 'S \S 'S\S'Srg) ThreadTaskiz"Represents a task within a thread.rTrvr2rVrlist[Interrupt]rzCheckpoint | None checkpointzThreadState | NonestaterXresultrENrFrErNrOr|r|s-, G I !!  !!rNr|cx\rSrSr%SrS\S'S\S'S\S'S \S 'S \S 'S \S'S\S'S\S'Srg) ThreadStatei!z!Represents the state of a thread.zlist[dict] | dict[str, Any]rz Sequence[str]nextrRrrhrirVr3r~parent_checkpointzSequence[ThreadTask]rr}rzrENrFrErNrOrr!sN+ '' #N!%((S T6rNrc$\rSrSr%SrS\S'Srg)ThreadUpdateStateResponsei7z7Represents the response from updating a thread's state.rRrrENrFrErNrOrr7sA)rNrcx\rSrSr%SrS\S'S\S'S\S'S\S'S\S 'S \S 'S \S 'S\S'Srg)Runi>z"Represents a single execution run.rTrun_idr5r0rr3r4 RunStatusr6rhriMultitaskStrategymultitask_strategyrENrFrErNrOrr>sJ, KN3', kN))@rNrc\rSrSr%SrS\S'S\S'S\S'S\S 'S\S 'S \S 'S \S 'S\S'S\S'S\S'S\S'Srg)CroniSzRepresents a scheduled task.rTr7r0rVr5zdatetime | Noneend_timeschedulerr3r4dictpayloaduser_idr8rirENrFrErNrOrrSsd& L"0M+(- M6 """(N#rNr) r0r1r2rkrfrgr3r4rirj) r5r3r4rirfrgr6rrz) rr5r0r3r4r6rikwargsr) r7r0r5rrr3r4rrr8rinow.c\rSrSr%SrS\S'S\S'S\S'S\S 'S \S 'S \S 'S\S'S\S'S\S'S\S'S\S'Srg) RunCreateiz7Defines the parameters for initiating a background run.rVr5rTr0r]inputriz Config | NonerfzContext | NonergrWzlist[str] | Noneinterrupt_beforeinterrupt_afterwebhookzMultitaskStrategy | NonerrENrFrErNrOrrshAU> )8 , (8&&;%%: E00CrNrcT\rSrSr%SrS\S'S\S'S\S'S \S 'S \S 'S rg )ItemizqRepresents a single document or data entry in the graph's Store. Items are used to store cross-thread memories. r? namespacerTkeyrCrurr3r4rENrFrErNrOrrs9 X H D27rNrc$\rSrSr%SrS\S'Srg)ListNamespaceResponseiz*Response structure for listing namespaces.zlist[list[str]] namespacesrENrFrErNrOrrs4JrNrc$\rSrSr%SrS\S'Srg) SearchItemizItem with an optional relevance score from search operations. Attributes: score (Optional[float]): Relevance/similarity score. Included when searching a compatible store with a natural language query. z float | NonescorerENrFrErNrOrrs rNrc$\rSrSr%SrS\S'Srg)SearchItemsResponseiz'Response structure for searching items.zlist[SearchItem]itemsrENrFrErNrOrrs1 7rNrc0\rSrSr%SrS\S'S\S'Srg) StreamPartiz'Represents a part of a stream response.rTeventrdatarENrFrErNrOrrs1 J1 J5rNrc0\rSrSr%SrS\S'S\S'Srg) SendizRepresents a message to be sent to a specific node in the graph. This type is used to explicitly send messages to nodes in the graph, typically used within Command objects to control graph execution flow. rTnoderXrrENrFrErNrOrrs I=  7rNrc<\rSrSr%SrS\S'S\S'S\S'S rg ) CommandiaRepresents one or more commands to control graph execution flow and state. This type defines the control commands that can be returned by nodes to influence graph execution. It lets you navigate to other nodes, update graph state, and resume from interruptions. z!Send | str | Sequence[Send | str]gotoz*dict[str, Any] | Sequence[tuple[str, Any]]updaterresumerENrFrErNrOrrs- ,+ 76 KrNrc0\rSrSr%SrS\S'S\S'Srg) RunCreateMetadatai,z$Metadata for a run creation request.rTrrVr5rENrFrErNrOrr,s. KrNrN)HrK __future__rcollections.abcrrrtypingrrr r r r typing_extensionsr rrTrhrryThreadStreamMode StreamModeDisconnectModerOnConflictBehaviorOnCompletionBehavior DurabilityAll IfNotExists CancelActionAssistantSortBy ThreadSortBy CronSortBy SortOrderr;rLr=rRr[ Subgraphsrdrmrprsrxr|rrrrAssistantSelectFieldThreadSelectFieldRunSelectFieldCronSelectFieldrAfloatbool PrimitiveDatalisttuplebytesQueryParamTypesrrrrrrrrrrErNrOrsR9"-(S#Xj V W => CD   -. HI23 /0 , - @ cl.()  ./  BHI W  M " #s(^#Ye. C C=)=, k! " +I+. } 3 3H HKYK& " "7)7,* *A)A*$9$<       sC456  C}h}&==> >?sM! "# %]" #S ()  D D6898*KIKU8)866 79 7iu6  rN