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Intelligent Telegram DSP Agent

Intelligent Telegram DSP Agent is a 17-node automation blueprint connecting Telegram, OpenAI, Airtable. Inspect its trigger, execution graph, branches, and implementation requirements.

TelegramOpenAIAirtableGoogle Gemini

Interactive system map

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

17

Nodes

17

Links

2

Run groups

Connected tools

4 integrations

  • Telegram
  • OpenAI
  • Airtable
  • Google AI

Canvas controls

Fit wide systems, then zoom into any run group.

Intelligent Telegram DSP Agent execution lanes2 run groups containing 17 workflow nodes and 17 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.Telegram Trigger. Telegram node, telegramTrigger. 0 incoming and 2 outgoing connections.STARTTelegram TriggerTELEGRAMTELEGRAMTRIGGER0 IN / 2 OUTSwitch. decision node, switch. 1 incoming and 2 outgoing connections.STEP 02SwitchDECISIONSWITCH1 IN / 2 OUTAirtable. Airtable node, airtable. 1 incoming and 1 outgoing connections.STEP 02AirtableAIRTABLEAIRTABLE1 IN / 1 OUTEdit Fields. transform node, set. 1 incoming and 1 outgoing connections.STEP 03Edit FieldsTRANSFORMSET1 IN / 1 OUTTelegram. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 03TelegramTELEGRAMTELEGRAM1 IN / 1 OUTAggregate. transform node, aggregate. 1 incoming and 1 outgoing connections.STEP 03AggregateTRANSFORMAGGREGATE1 IN / 1 OUTOpenAI. OpenAI node, openAi. 1 incoming and 1 outgoing connections.STEP 04OpenAIOPENAIOPENAI1 IN / 1 OUTMerge. decision node, merge. 3 incoming and 1 outgoing connections.STEP 05MergeDECISIONMERGE3 IN / 1 OUTAI Agent. ai node, agent. 7 incoming and 1 outgoing connections.STEP 06AI AgentAIAGENT7 IN / 1 OUTTelegram1. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMETelegram1TELEGRAMTELEGRAM1 IN / 0 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTSimple Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Simple MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTmemory_tool. Airtable node, airtableTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1memory_toolAIRTABLEAIRTABLETOOL0 IN / 1 OUTcontentCreatorAgent. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1contentCreatorAgentAITOOLWORKFLOW0 IN / 1 OUTCalculator. ai node, toolCalculator. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1CalculatorAITOOLCALCULATOR0 IN / 1 OUTWikipedia. ai node, toolWikipedia. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1WikipediaAITOOLWIKIPEDIA0 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 0 outgoing connections.CORE RUNTIMEGoogle Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.17 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

Read the execution spine before its dependencies.

Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

Telegram Trigger

11 Execution Links6 Support Dependencies

  1. Start

    Telegram Trigger

    Trigger

  2. Step 2

    Switch

    Decision

    Airtable

    Integration

  3. Step 3

    Edit Fields

    Transform

    Telegram

    Integration

    Aggregate

    Transform

  4. Step 4

    OpenAI

    AI reasoning

  5. Step 5

    Merge

    Decision

  6. Step 6

    AI Agent

    AI reasoning

  7. Outcome

    Telegram1

    Integration

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

6 nodes

  • OpenAI Chat Model

    AI reasoning dependency

  • Simple Memory

    AI reasoning dependency

  • memory_tool

    Integration dependency

  • contentCreatorAgent

    AI reasoning dependency

  • Calculator

    AI reasoning dependency

  • Wikipedia

    AI reasoning dependency

02

Run Group

Google Gemini Chat Model

0 Execution Links

  1. Core Runtime

    Google Gemini Chat Model

    AI reasoning

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