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AI-Driven Telegram Customer Support Workflow

AI-Driven Telegram Customer Support Workflow is a 30-node automation blueprint connecting Telegram, OpenAI, Redis. Inspect its trigger, execution graph, branches, and implementation requirements.

TelegramOpenAIRedis

Live system map / verified archive

The entire automation, wired and inspectable.

Brand marks identify the operational stack. Focus or select any node to isolate its real incoming and outgoing connections.

30

Nodes

28

Edges

6

Zones

System stack

3 integrations

  • Telegram
  • OpenAI
  • Redis
AI-Driven Telegram Customer Support Workflow interactive execution graphStructural view of 30 workflow nodes and 28 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.Telegram Trigger. Telegram node, telegramTrigger. 0 incoming and 1 outgoing connections.Telegram TriggerTELEGRAMTELEGRAMTRIGGER0 IN / 1 OUTGet Interaction State. integration node, redis. 1 incoming and 1 outgoing connections.Get Interaction StateINTEGRATIONREDIS1 IN / 1 OUTSwitch Interaction. decision node, switch. 1 incoming and 3 outgoing connections.Switch InteractionDECISIONSWITCH1 IN / 3 OUTOnboarding Agent. ai node, agent. 3 incoming and 1 outgoing connections.Onboarding AgentAIAGENT3 IN / 1 OUTModel. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.ModelOPENAILMCHATOPENAI0 IN / 1 OUTMemory. ai node, memoryRedisChat. 0 incoming and 1 outgoing connections.MemoryAIMEMORYREDISCHAT0 IN / 1 OUTGet Canned Response. Telegram node, telegram. 1 incoming and 0 outgoing connections.Get Canned ResponseTELEGRAMTELEGRAM1 IN / 0 OUTGet Onboarding Chat History. integration node, redis. 1 incoming and 1 outgoing connections.Get Onboarding Chat HistoryINTEGRATIONREDIS1 IN / 1 OUTInformation Extractor. ai node, informationExtractor. 2 incoming and 1 outgoing connections.Information ExtractorAIINFORMATIONEXTRACTOR2 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTAfter Sales Agent. ai node, agent. 4 incoming and 1 outgoing connections.After Sales AgentAIAGENT4 IN / 1 OUTModel1. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.Model1OPENAILMCHATOPENAI0 IN / 1 OUTMemory1. ai node, memoryRedisChat. 0 incoming and 1 outgoing connections.Memory1AIMEMORYREDISCHAT0 IN / 1 OUTHandoff Tool. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.Handoff ToolAITOOLWORKFLOW0 IN / 1 OUTWith Defaults. transform node, code. 1 incoming and 1 outgoing connections.With DefaultsTRANSFORMCODE1 IN / 1 OUTHas All Criteria?. decision node, if. 1 incoming and 2 outgoing connections.Has All Criteria?DECISIONIF1 IN / 2 OUTSend Response3. Telegram node, telegram. 1 incoming and 0 outgoing connections.Send Response3TELEGRAMTELEGRAM1 IN / 0 OUTHandoff Subworkflow. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.Handoff SubworkflowTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTNotify user. Telegram node, telegram. 1 incoming and 1 outgoing connections.Notify userTELEGRAMTELEGRAM1 IN / 1 OUTHandoff Subworkflow1. integration node, executeWorkflow. 1 incoming and 1 outgoing connections.Handoff Subworkflow1INTEGRATIONEXECUTEWORKFLOW1 IN / 1 OUTSend Response. Telegram node, telegram. 1 incoming and 1 outgoing connections.Send ResponseTELEGRAMTELEGRAM1 IN / 1 OUTUpdate Agent Memory1. ai node, memoryManager. 2 incoming and 0 outgoing connections.Update Agent Memory1AIMEMORYMANAGER2 IN / 0 OUTMemory3. ai node, memoryRedisChat. 0 incoming and 1 outgoing connections.Memory3AIMEMORYREDISCHAT0 IN / 1 OUTContinue Conversation. Telegram node, telegram. 1 incoming and 0 outgoing connections.Continue ConversationTELEGRAMTELEGRAM1 IN / 0 OUTSet Interaction to Human. integration node, redis. 1 incoming and 1 outgoing connections.Set Interaction to HumanINTEGRATIONREDIS1 IN / 1 OUTHuman Handoff using Send and Wait. Telegram node, telegram. 1 incoming and 1 outgoing connections.Human Handoff using Send …TELEGRAMTELEGRAM1 IN / 1 OUTSet Interaction to Bot. integration node, redis. 1 incoming and 1 outgoing connections.Set Interaction to BotINTEGRATIONREDIS1 IN / 1 OUTUpdate Agent Memory. ai node, memoryManager. 2 incoming and 1 outgoing connections.Update Agent MemoryAIMEMORYMANAGER2 IN / 1 OUTSend Response2. Telegram node, telegram. 1 incoming and 0 outgoing connections.Send Response2TELEGRAMTELEGRAM1 IN / 0 OUTMemory2. ai node, memoryRedisChat. 0 incoming and 1 outgoing connections.Memory2AIMEMORYREDISCHAT0 IN / 1 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.verified structural metadata · graph a57aa575ca501e2eEnter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The archived graph is grouped into operational zones, then checked against the controls needed to adapt the pattern safely. Every count below is derived from the normalized record.

01

Entry signals

2 nodes

Events, schedules, and unconnected roots that can start an execution.

Handoff Subworkflow

Trigger

Telegram Trigger

Trigger

02

Data & operations

9 nodes

Transformations and external-system actions that move the work forward.

Human Handoff using Send and Wait

Integration

Set Interaction to Bot

Integration

Set Interaction to Human

Integration

Get Interaction State

Integration

Send Response

Integration

With Defaults

Transform

+ 3 more in system map
03

Intelligence & routing

15 nodes

Model calls and control points that interpret, branch, or govern the run.

Model

AI reasoning

Memory

AI reasoning

Switch Interaction

Decision

Information Extractor

AI reasoning

OpenAI Chat Model

AI reasoning

Has All Criteria?

Decision

+ 9 more in system map
04

Terminal actions

4 nodes

Nodes with no visible outgoing edge: the workflow’s observable outcomes.

Send Response2

Integration

Send Response3

Integration

Get Canned Response

Integration

Continue Conversation

Integration

Provenance boundary

Inspectable does not mean redistributable.

This page publishes structural metadata extracted from a local workflow archive. Parameters, credential references, code bodies, and downloadable JSON are excluded. The route can enter indexing only after a graph match and quality gate; source licensing remains a separate promotion gate.

Graph match
exact
Quality score
12 / 14
Raw download
Held
Crawler state
Follow

Adjacent systems

Keep tracing the stack.

Related records are ranked by shared integrations and graph quality.

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