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AI-Driven Telegram Financial Analysis Bot

AI-Driven Telegram Financial Analysis Bot is a 24-node automation blueprint connecting Telegram, OpenAI, Airtable. Inspect its trigger, execution graph, branches, and implementation requirements.

TelegramOpenAIAirtable

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.

24

Nodes

23

Edges

6

Zones

System stack

3 integrations

  • Telegram
  • OpenAI
  • Airtable
AI-Driven Telegram Financial Analysis Bot interactive execution graphStructural view of 24 workflow nodes and 23 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 OUTSwitch. decision node, switch. 1 incoming and 2 outgoing connections.SwitchDECISIONSWITCH1 IN / 2 OUTWorkflow Input Trigger. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.Workflow Input TriggerTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTSchedule Trigger. trigger node, scheduleTrigger. 0 incoming and 1 outgoing connections.Schedule TriggerTRIGGERSCHEDULETRIGGER0 IN / 1 OUTSet Values. transform node, set. 1 incoming and 1 outgoing connections.Set ValuesTRANSFORMSET1 IN / 1 OUTGet tokens. Airtable node, airtable. 1 incoming and 1 outgoing connections.Get tokensAIRTABLEAIRTABLE1 IN / 1 OUTWebhook. trigger node, webhook. 0 incoming and 1 outgoing connections.WebhookTRIGGERWEBHOOK0 IN / 1 OUTDownload File. Telegram node, telegram. 1 incoming and 1 outgoing connections.Download FileTELEGRAMTELEGRAM1 IN / 1 OUTSet Text. transform node, set. 1 incoming and 1 outgoing connections.Set TextTRANSFORMSET1 IN / 1 OUTGet Chart URL. integration node, httpRequest. 1 incoming and 1 outgoing connections.Get Chart URLINTEGRATIONHTTPREQUEST1 IN / 1 OUTLoop Over Items. integration node, splitInBatches. 2 incoming and 1 outgoing connections.Loop Over ItemsINTEGRATIONSPLITINBATCHES2 IN / 1 OUTRun Agent. integration node, httpRequest. 1 incoming and 1 outgoing connections.Run AgentINTEGRATIONHTTPREQUEST1 IN / 1 OUTSet Text1. transform node, set. 1 incoming and 1 outgoing connections.Set Text1TRANSFORMSET1 IN / 1 OUTTranscribe. OpenAI node, openAi. 1 incoming and 1 outgoing connections.TranscribeOPENAIOPENAI1 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTDownload Chart. integration node, httpRequest. 1 incoming and 1 outgoing connections.Download ChartINTEGRATIONHTTPREQUEST1 IN / 1 OUTAI Agent. ai node, agent. 7 incoming and 1 outgoing connections.AI AgentAIAGENT7 IN / 1 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTTechnical Analysis. OpenAI node, openAi. 1 incoming and 1 outgoing connections.Technical AnalysisOPENAIOPENAI1 IN / 1 OUTSend Analysis. Telegram node, telegram. 1 incoming and 0 outgoing connections.Send AnalysisTELEGRAMTELEGRAM1 IN / 0 OUTSave Ticker. Airtable node, airtableTool. 0 incoming and 1 outgoing connections.Save TickerAIRTABLEAIRTABLETOOL0 IN / 1 OUTGet Chart. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.Get ChartAITOOLWORKFLOW0 IN / 1 OUTSend Chart. Telegram node, telegram. 1 incoming and 1 outgoing connections.Send ChartTELEGRAMTELEGRAM1 IN / 1 OUTresponse. transform node, set. 1 incoming and 0 outgoing connections.responseTRANSFORMSET1 IN / 0 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 566865e31a84d935Enter 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

4 nodes

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

Telegram Trigger

Trigger

Workflow Input Trigger

Trigger

Webhook

Trigger

Schedule Trigger

Trigger

02

Data & operations

11 nodes

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

Download Chart

Integration

Get Chart URL

Integration

Send Chart

Integration

Download File

Integration

Set Text

Transform

Set Values

Transform

+ 5 more in system map
03

Intelligence & routing

7 nodes

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

Window Buffer Memory

AI reasoning

Get Chart

AI reasoning

AI Agent

AI reasoning

OpenAI Chat Model

AI reasoning

Switch

Decision

Transcribe

AI reasoning

+ 1 more in system map
04

Terminal actions

2 nodes

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

Send Analysis

Integration

response

Transform

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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Adapt this blueprint to your company.

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