From 5bc5a6457a26343b9de7f9ddb4390742e4e5f73c Mon Sep 17 00:00:00 2001 From: ran Date: Fri, 31 Oct 2025 11:53:48 +0100 Subject: [PATCH 1/3] feat: support long running agents by reconnecting to streams until they are finished --- .../langgraph/typescript/src/agent.ts | 346 ++++++++++-------- .../langgraph/typescript/src/utils.ts | 53 +++ 2 files changed, 239 insertions(+), 160 deletions(-) diff --git a/integrations/langgraph/typescript/src/agent.ts b/integrations/langgraph/typescript/src/agent.ts index fd67cb190..fe060626f 100644 --- a/integrations/langgraph/typescript/src/agent.ts +++ b/integrations/langgraph/typescript/src/agent.ts @@ -64,6 +64,7 @@ import { langchainMessagesToAgui, resolveMessageContent, resolveReasoningContent, + streamWithReconnect, } from "@/utils"; export type ProcessedEvents = @@ -174,13 +175,25 @@ export class LangGraphAgent extends AbstractAgent { const threadId = input.threadId ?? randomUUID(); const streamMode = input.forwardedProps?.streamMode ?? (["events", "values", "updates"] satisfies StreamMode[]); - const preparedStream = await this.prepareStream({ ...input, threadId }, streamMode); + const preparedStreamArgs = await this.prepareStream( + { ...input, threadId }, + streamMode, + ); - if (!preparedStream) { + if (!preparedStreamArgs) { return subscriber.error("No stream to regenerate"); } - await this.handleStreamEvents(preparedStream, threadId, subscriber, input, Array.isArray(streamMode) ? streamMode : [streamMode]); + const { payload, state } = preparedStreamArgs + + await this.handleStreamEvents({ + payload, + state, + threadId, + subscriber, + input, + streamMode: Array.isArray(streamMode) ? streamMode : [streamMode] + }); } async prepareRegenerateStream(input: RegenerateInput, streamMode: StreamMode | StreamMode[]) { @@ -215,10 +228,10 @@ export class LangGraphAgent extends AbstractAgent { checkpointId: fork.checkpoint.checkpoint_id!, streamMode, }; + return { - streamResponse: this.client.runs.stream(threadId, this.assistant.assistant_id, payload), + payload, state: timeTravelCheckpoint as ThreadState, - streamMode, }; } @@ -364,191 +377,204 @@ export class LangGraphAgent extends AbstractAgent { } return { - // @ts-ignore - streamResponse: this.client.runs.stream(threadId, this.assistant.assistant_id, payload), + payload, state: threadState as ThreadState, }; } - async handleStreamEvents( - stream: Awaited< - ReturnType | ReturnType - >, + async handleStreamEvents({ + threadId, + payload, + state, + subscriber, + input, + streamMode, + }: { threadId: string, + payload: Omit & { streamMode: StreamMode | StreamMode[] }, + state: ThreadState, subscriber: Subscriber, input: RunAgentExtendedInput, - streamModes: StreamMode | StreamMode[], - ) { + streamMode: StreamMode | StreamMode[], + }) { const { forwardedProps } = input; const nodeNameInput = forwardedProps?.nodeName; this.subscriber = subscriber; let shouldExit = false; - if (!stream) return; - - let { streamResponse, state } = stream; + if (!this.assistant?.assistant_id) return; this.activeRun!.prevNodeName = null; let latestStateValues = {} as ThreadState["values"]; let updatedState = state; try { - this.dispatchEvent({ - type: EventType.RUN_STARTED, + streamWithReconnect({ + client: this.client, + assistantId: this.assistant.assistant_id, + payload, threadId, - runId: this.activeRun!.id, - }); - this.handleNodeChange(nodeNameInput) - - for await (let streamResponseChunk of streamResponse) { - const subgraphsStreamEnabled = input.forwardedProps?.streamSubgraphs; - const isSubgraphStream = - subgraphsStreamEnabled && - (streamResponseChunk.event.startsWith("events") || - streamResponseChunk.event.startsWith("values")); - - // @ts-ignore - if (!streamModes.includes(streamResponseChunk.event as StreamMode) && !isSubgraphStream && streamResponseChunk.event !== 'error') { - continue; - } - - // Force event type, as data is not properly defined on the LG side. - type EventsChunkData = { - __interrupt__?: any; - metadata: Record; - event: string; - data: any; - [key: string]: unknown; - }; - const chunk = streamResponseChunk as EventsStreamEvent & { data: EventsChunkData }; - - if (streamResponseChunk.event === "error") { + onStart: () => { this.dispatchEvent({ - type: EventType.RUN_ERROR, - message: streamResponseChunk.data.message, - rawEvent: streamResponseChunk, + type: EventType.RUN_STARTED, + threadId, + runId: this.activeRun!.id, }); - break; - } - - if (streamResponseChunk.event === "updates") { - continue; - } - - if (streamResponseChunk.event === "values") { - latestStateValues = chunk.data; - continue; - } else if (subgraphsStreamEnabled && chunk.event.startsWith("values|")) { - latestStateValues = { - ...latestStateValues, - ...chunk.data, - }; - continue; - } - - const chunkData = chunk.data; - const metadata = chunkData.metadata ?? {}; - const currentNodeName = metadata.langgraph_node; - const eventType = chunkData.event; - - this.activeRun!.id = metadata.run_id; + this.handleNodeChange(nodeNameInput) + }, + onStream: async (streamResponse) => { + for await (let streamResponseChunk of streamResponse) { + const subgraphsStreamEnabled = input.forwardedProps?.streamSubgraphs; + const isSubgraphStream = + subgraphsStreamEnabled && + (streamResponseChunk.event.startsWith("events") || + streamResponseChunk.event.startsWith("values")); + + // @ts-ignore + if (!streamMode.includes(streamResponseChunk.event as StreamMode) && !isSubgraphStream && streamResponseChunk.event !== 'error') { + continue; + } + + // Force event type, as data is not properly defined on the LG side. + type EventsChunkData = { + __interrupt__?: any; + metadata: Record; + event: string; + data: any; + [key: string]: unknown; + }; + const chunk = streamResponseChunk as EventsStreamEvent & { data: EventsChunkData }; + + if (streamResponseChunk.event === "error") { + this.dispatchEvent({ + type: EventType.RUN_ERROR, + message: streamResponseChunk.data.message, + rawEvent: streamResponseChunk, + }); + break; + } + + if (streamResponseChunk.event === "updates") { + continue; + } + + if (streamResponseChunk.event === "values") { + latestStateValues = chunk.data; + continue; + } else if (subgraphsStreamEnabled && chunk.event.startsWith("values|")) { + latestStateValues = { + ...latestStateValues, + ...chunk.data, + }; + continue; + } + + const chunkData = chunk.data; + const metadata = chunkData.metadata ?? {}; + const currentNodeName = metadata.langgraph_node; + const eventType = chunkData.event; + + this.activeRun!.id = metadata.run_id; + + if (currentNodeName && currentNodeName !== this.activeRun!.nodeName) { + this.handleNodeChange(currentNodeName) + } + + shouldExit = + shouldExit || + (eventType === LangGraphEventTypes.OnCustomEvent && + chunkData.name === CustomEventNames.Exit); + + this.activeRun!.exitingNode = + this.activeRun!.nodeName === currentNodeName && + eventType === LangGraphEventTypes.OnChainEnd; + if (this.activeRun!.exitingNode) { + this.activeRun!.manuallyEmittedState = null; + } + + // we only want to update the node name under certain conditions + // since we don't need any internal node names to be sent to the frontend + if (this.activeRun!.graphInfo?.["nodes"].some((node) => node.id === currentNodeName)) { + this.handleNodeChange(currentNodeName) + } + + updatedState.values = this.activeRun!.manuallyEmittedState ?? latestStateValues; + + if (!this.activeRun!.nodeName) { + continue; + } + + const hasStateDiff = JSON.stringify(updatedState) !== JSON.stringify(state); + // We should not update snapshot while a message is in progress. + if ( + (hasStateDiff || + this.activeRun!.prevNodeName != this.activeRun!.nodeName || + this.activeRun!.exitingNode) && + !Boolean(this.getMessageInProgress(this.activeRun!.id)) + ) { + state = updatedState; + this.activeRun!.prevNodeName = this.activeRun!.nodeName; + + this.dispatchEvent({ + type: EventType.STATE_SNAPSHOT, + snapshot: this.getStateSnapshot(state), + rawEvent: chunk, + }); + } - if (currentNodeName && currentNodeName !== this.activeRun!.nodeName) { - this.handleNodeChange(currentNodeName) - } - - shouldExit = - shouldExit || - (eventType === LangGraphEventTypes.OnCustomEvent && - chunkData.name === CustomEventNames.Exit); - - this.activeRun!.exitingNode = - this.activeRun!.nodeName === currentNodeName && - eventType === LangGraphEventTypes.OnChainEnd; - if (this.activeRun!.exitingNode) { - this.activeRun!.manuallyEmittedState = null; - } - - // we only want to update the node name under certain conditions - // since we don't need any internal node names to be sent to the frontend - if (this.activeRun!.graphInfo?.["nodes"].some((node) => node.id === currentNodeName)) { - this.handleNodeChange(currentNodeName) - } + this.dispatchEvent({ + type: EventType.RAW, + event: chunkData, + }); - updatedState.values = this.activeRun!.manuallyEmittedState ?? latestStateValues; + this.handleSingleEvent(chunkData); + } + }, + onEnd: async () => { + state = await this.client.threads.getState(threadId); + const tasks = state.tasks; + const interrupts = (tasks?.[0]?.interrupts ?? []) as Interrupt[]; + const isEndNode = state.next.length === 0; + const writes = state.metadata?.writes ?? {}; + + // Initialize a new node name to use in the next if block + let newNodeName = this.activeRun!.nodeName!; + + if (!interrupts?.length) { + newNodeName = isEndNode ? "__end__" : (state.next[0] ?? Object.keys(writes)[0]); + } - if (!this.activeRun!.nodeName) { - continue; - } + interrupts.forEach((interrupt) => { + this.dispatchEvent({ + type: EventType.CUSTOM, + name: LangGraphEventTypes.OnInterrupt, + value: + typeof interrupt.value === "string" ? interrupt.value : JSON.stringify(interrupt.value), + rawEvent: interrupt, + }); + }); - const hasStateDiff = JSON.stringify(updatedState) !== JSON.stringify(state); - // We should not update snapshot while a message is in progress. - if ( - (hasStateDiff || - this.activeRun!.prevNodeName != this.activeRun!.nodeName || - this.activeRun!.exitingNode) && - !Boolean(this.getMessageInProgress(this.activeRun!.id)) - ) { - state = updatedState; - this.activeRun!.prevNodeName = this.activeRun!.nodeName; + this.handleNodeChange(newNodeName); + // Immediately turn off new step + this.handleNodeChange(undefined); this.dispatchEvent({ type: EventType.STATE_SNAPSHOT, snapshot: this.getStateSnapshot(state), - rawEvent: chunk, }); - } - - this.dispatchEvent({ - type: EventType.RAW, - event: chunkData, - }); - - this.handleSingleEvent(chunkData); - } - - state = await this.client.threads.getState(threadId); - const tasks = state.tasks; - const interrupts = (tasks?.[0]?.interrupts ?? []) as Interrupt[]; - const isEndNode = state.next.length === 0; - const writes = state.metadata?.writes ?? {}; - - // Initialize a new node name to use in the next if block - let newNodeName = this.activeRun!.nodeName!; - - if (!interrupts?.length) { - newNodeName = isEndNode ? "__end__" : (state.next[0] ?? Object.keys(writes)[0]); - } - - interrupts.forEach((interrupt) => { - this.dispatchEvent({ - type: EventType.CUSTOM, - name: LangGraphEventTypes.OnInterrupt, - value: - typeof interrupt.value === "string" ? interrupt.value : JSON.stringify(interrupt.value), - rawEvent: interrupt, - }); - }); - - this.handleNodeChange(newNodeName); - // Immediately turn off new step - this.handleNodeChange(undefined); - - this.dispatchEvent({ - type: EventType.STATE_SNAPSHOT, - snapshot: this.getStateSnapshot(state), - }); - this.dispatchEvent({ - type: EventType.MESSAGES_SNAPSHOT, - messages: langchainMessagesToAgui((state.values as { messages: any[] }).messages ?? []), - }); + this.dispatchEvent({ + type: EventType.MESSAGES_SNAPSHOT, + messages: langchainMessagesToAgui((state.values as { messages: any[] }).messages ?? []), + }); - this.dispatchEvent({ - type: EventType.RUN_FINISHED, - threadId, - runId: this.activeRun!.id, - }); - this.activeRun = undefined; - return subscriber.complete(); + this.dispatchEvent({ + type: EventType.RUN_FINISHED, + threadId, + runId: this.activeRun!.id, + }); + this.activeRun = undefined; + return subscriber.complete(); + } + }) } catch (e) { return subscriber.error(e); } diff --git a/integrations/langgraph/typescript/src/utils.ts b/integrations/langgraph/typescript/src/utils.ts index d69ac6778..e52193c09 100644 --- a/integrations/langgraph/typescript/src/utils.ts +++ b/integrations/langgraph/typescript/src/utils.ts @@ -160,3 +160,56 @@ export function resolveMessageContent(content?: LangGraphMessage['content']): st return null } + +export async function streamWithReconnect({ + client, + threadId, + assistantId, + payload, + onStart, + onStream, + onEnd, + }: { + client: any; + threadId: string | null; + assistantId: string; + payload: any; + onStart: () => void; + onStream: (streamResponse: AsyncIterable) => void; + onEnd: () => void; +}) { + let runId: string | null = null; + let done = false; + + // small helper to read a stream (either .stream or .join_stream) + async function readStream( + source: AsyncIterable, + isJoiningExisting: boolean = false, + ) { + if (!isJoiningExisting) onStart() + onStream(source) + for await (const chunk of source) { + // capture run id once + if (!runId && chunk.run_id) runId = chunk.run_id; + + // langgraph sends final status events, you can mark done there + if (chunk.event === "end" || chunk.data?.status === "completed") { + done = true; + } + } + if (done) { + onEnd() + } + } + + // 1) first attempt: start the run + await readStream( + client.runs.stream(threadId, assistantId, payload) + ); + + // 2) if connection dropped but run not done, reattach + while (!done && runId) { + // backoff / delay here if you want + await readStream(client.runs.join_stream(threadId, runId)); + } +} From c264bc861e88c9d795a5abc547241f14d6537af0 Mon Sep 17 00:00:00 2001 From: ran Date: Fri, 31 Oct 2025 11:54:32 +0100 Subject: [PATCH 2/3] chore: fix running lg agent with cli --- .../langgraph/python/examples/pyproject.toml | 3 + .../langgraph/python/examples/uv.lock | 1369 +---------------- 2 files changed, 7 insertions(+), 1365 deletions(-) diff --git a/integrations/langgraph/python/examples/pyproject.toml b/integrations/langgraph/python/examples/pyproject.toml index 0e6841203..00c524f50 100644 --- a/integrations/langgraph/python/examples/pyproject.toml +++ b/integrations/langgraph/python/examples/pyproject.toml @@ -8,6 +8,9 @@ packages = [{ include = "agents" }] [project] name = "agents" version = "0.0.1" +dependencies = [ + "langgraph==0.6.5", +] [tool.poetry.dependencies] python = ">=3.12,<3.14" diff --git a/integrations/langgraph/python/examples/uv.lock b/integrations/langgraph/python/examples/uv.lock index d3d4eecac..990f122e5 100644 --- a/integrations/langgraph/python/examples/uv.lock +++ b/integrations/langgraph/python/examples/uv.lock @@ -6,181 +6,16 @@ resolution-markers = [ "python_full_version < '3.13'", ] -[[package]] -name = "ag-ui-langgraph" -version = "0.0.17" -source = { directory = "../" } -dependencies = [ - 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