9iCEUdZddlmZddlmZmZddlmZddlmZddl m Z m Z m Z m Z mZmZmZddlmZeee fdzZ e d Z e d Z e d Z e d Z e d Z e dZ e dZ e dZ e dZ e dZ e dZ e dZ! e dZ" e dZ# e dZ$ e dZ% GddedZ&GddeZ'Gdd eZ(eee(fZ)Gd!d"eZ*Gd#d$e*Z+Gd%d&e*Z,Gd'd(eZ-Gd)d*eZ.Gd+d,eZ/Gd-d.eZ0Gd/d0eZ1Gd1d2eZ2Gd3d4eZ3Gd5d6eZ4e d7Z5e d8Z6e d9Z7e d:Z8ee9ze:ze;zdzZeee>eed?eZBGd@dAeZCGdBdCeBdZDGdDdEeZEGdFdGe ZFGdHdIeZGGdJdKedZHGdLdMeZIGdNdOeZJGdPdQeZKGdRdSeZLGdTdUeZMdeze9ze:ze;zZNdVeOdW<eeeeNe=eNdXe=dXffZPdVeOdX<eJeKzeLzeMzePzZQdVeOdY<eQZRdVeOdZ<y)[z3Data models for interacting with the LangGraph API.) annotations)MappingSequence)Field)datetime)AnyClassVarLiteral NamedTupleProtocol TypeAliasUnion) TypedDictN)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_idstatusr5r6)cron_idr2r7r5r6 next_run_date)ascdescc4eZdZUdZded< ded< ded<y) Configz!Configuration options for a call. list[str]tagsintrecursion_limitdict[str, Any] configurableN__name__ __module__ __qualname____doc____annotations__^/var/www/html/backtest/airagagent/rag_env/lib/python3.12/site-packages/langgraph_sdk/schema.pyr>r>s)+ O ! rLr>F)totalc@eZdZUdZded< ded< ded< ded<y ) Checkpointz1Represents a checkpoint in the execution process.strr7 checkpoint_ns str | None checkpoint_iddict[str, Any] | Nonecheckpoint_mapNrErKrLrMrPrPs(;NKQ?))BrLrPcXeZdZUdZded< ded< ded< ded< ded< ded <y ) GraphSchemaz0Defines the structure and properties of a graph.rQr3 dict | None input_schema output_schema state_schema config_schemacontext_schemaNrErKrLrMrXrXsD:M=====rLrXc|eZdZUdZded< ded< ded< ded< d ed < d ed < d ed< ded< ded<y) AssistantBasezBase model for an assistant.rQr2r3r>configContextcontextrr5JsonmetadatarAversionr4rS descriptionNrErKrLrMr`r`sQ&"M N .-N! L& I#*rLr`ceZdZdZy)AssistantVersionz.Represents a specific version of an assistant.N)rFrGrHrIrKrLrMriris8rLriceZdZUdZded<y) Assistantz3Represents an assistant with additional properties.rr6NrErKrLrMrkrks=2rLrkc(eZdZUdZded< ded<y)AssistantsSearchResponsez0Paginated response for assistant search results.zlist[Assistant] assistantsrSnextNrErKrLrMrmrms:> KrLrmc(eZdZUdZded< ded<y) Interruptz1Represents an interruption in the execution flow.rvaluerQidNrErKrLrMrqrqs; J2 GGrLrqcdeZdZUdZded< ded< ded< ded< d ed < ded < d ed <y)Threadz!Represents a conversation thread.rQr7rr5r6rdre ThreadStatusr8rzdict[str, list[Interrupt]] interruptsNrErKrLrMruru sA+N*/N I L***JrLrucXeZdZUdZded<ded<ded<ded<d ed <d ed <d ed<y) ThreadTaskz"Represents a task within a thread.rQrsr4rSrlist[Interrupt]rwCheckpoint | None checkpointzThreadState | NonestaterUresultNrErKrLrMryrys-, G I !!  !!rLrycpeZdZUdZded< ded< ded< ded < d ed < d ed < ded< ded<y) ThreadStatez!Represents the state of a thread.zlist[dict] | dict[str, Any]rz Sequence[str]rorPr|rdrerSr5r{parent_checkpointzSequence[ThreadTask]rrzrwNrErKrLrMrr*sN+ '' #N!%((S T6rLrceZdZUdZded<y)ThreadUpdateStateResponsez7Represents the response from updating a thread's state.rPr|NrErKrLrMrr@sA)rLrcpeZdZUdZded< ded< ded< ded< ded< d ed < d ed < d ed<y)Runz"Represents a single execution run.rQrun_idr7r2rr5r6 RunStatusr8rdreMultitaskStrategymultitask_strategyNrErKrLrMrrGsJ, KN3', kN))@rLrceZdZUdZded< ded< ded< ded< ded < d ed < d ed < d ed< ded< ded< d ed<y)CronzRepresents a scheduled task.rQr9r2rSr7zdatetime | Noneend_timeschedulerr5r6dictpayloaduser_idr:reNrErKrLrMrr\sd& L"0M+(- M6 """(N#rLr) r2r3r4rgrarcr5r6rerf) r7r5r6rerarcr8rrw) rr7r2r5r6r8rekwargsr) r9r2r7rrr5r6rrr:renowon_run_completed.ceZdZUdZded< ded< ded< ded< d ed < d ed < ded < ded< ded< ded< ded<y) RunCreatez7Defines the parameters for initiating a background run.rSr7rQr2rYinputrez Config | NonerazContext | NonercrTzlist[str] | Noneinterrupt_beforeinterrupt_afterwebhookzMultitaskStrategy | NonerNrErKrLrMrrshAU> )8 , (8&&;%%: E00CrLrcLeZdZUdZded< ded< ded< ded < ded <y ) ItemzyRepresents a single document or data entry in the graph's Store. Items are used to store cross-thread memories. r? namespacerQkeyrCrrrr5r6NrErKrLrMrrs9 X H D27rLrceZdZUdZded<y)ListNamespaceResponsez*Response structure for listing namespaces.zlist[list[str]] namespacesNrErKrLrMrrs4JrLrceZdZUdZded<y) SearchItemzItem 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 | NonescoreNrErKrLrMrrs rLrceZdZUdZded<y)SearchItemsResponsez'Response structure for searching items.zlist[SearchItem]itemsNrErKrLrMrrs1 7rLrc(eZdZUdZded< ded<y) StreamPartz'Represents a part of a stream response.rQeventrdataNrErKrLrMrrs1 J1 J5rLrc(eZdZUdZded< ded<y)SendzRepresents 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. rQnoderUrNrErKrLrMrr s I=  7rLrc4eZdZUdZded< ded< ded<y) CommandaRepresents 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]]updaterresumeNrErKrLrMrrs- ,+ 76 KrLrc(eZdZUdZded< ded<y)RunCreateMetadataz$Metadata for a run creation request.rQrrSr7NrErKrLrMrr6s. KrLrc&eZdZUdZded<ded<y)_TypedDictLikeV1zbProtocol to represent types that behave like TypedDicts Version 1: using `ClassVar` for keys.zClassVar[frozenset[str]]__required_keys____optional_keys__NrErKrLrMrr@s-0///rLrc&eZdZUdZded<ded<y)_TypedDictLikeV2zfProtocol to represent types that behave like TypedDicts Version 2: not using `ClassVar` for keys.zfrozenset[str]rrNrErKrLrMrrIs1&%%%rLrceZdZUdZded<y)_DataclassLikezProtocol to represent types that behave like dataclasses. 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" +I+. } 3 3LyLH HKYK& " "7)7,* *A)A*$9$<      c E!D(4/  C-!88 89 5m# $%& E#}$ %s *+,    D D6898*KIKU8)866 79 7iu6  0x0&x&:X: X czC'%/$6 96y$y/:tJ7GG HH) ''.8>IHTyrL