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Telegram AI Chatbot with Multi-Format Support

Telegram AI Chatbot with Multi-Format Support is a 12-node automation blueprint connecting OpenAI, Telegram. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAITelegram

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.

12

Nodes

12

Links

1

Run groups

Connected tools

2 integrations

  • OpenAI
  • Telegram

Canvas controls

Fit wide systems, then zoom into any run group.

Telegram AI Chatbot with Multi-Format Support execution lanes1 run groups containing 12 workflow nodes and 12 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.Listen for incoming events. Telegram node, telegramTrigger. 0 incoming and 2 outgoing connections.STARTListen for incoming eventsTELEGRAMTELEGRAMTRIGGER0 IN / 2 OUTSend Typing action. Telegram node, telegram. 1 incoming and 0 outgoing connections.STEP 02Send Typing actionTELEGRAMTELEGRAM1 IN / 0 OUTDetermine content type. decision node, switch. 1 incoming and 3 outgoing connections.STEP 02Determine content typeDECISIONSWITCH1 IN / 3 OUTSend error message. Telegram node, telegram. 1 incoming and 0 outgoing connections.STEP 03Send error messageTELEGRAMTELEGRAM1 IN / 0 OUTDownload voice file. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 03Download voice fileTELEGRAMTELEGRAM1 IN / 1 OUTConvert audio to text. OpenAI node, openAi. 1 incoming and 1 outgoing connections.STEP 04Convert audio to textOPENAIOPENAI1 IN / 1 OUTCombine content and set properties. transform node, set. 2 incoming and 1 outgoing connections.STEP 05Combine content and set p…TRANSFORMSET2 IN / 1 OUTAI Agent. ai node, agent. 3 incoming and 1 outgoing connections.STEP 06AI AgentAIAGENT3 IN / 1 OUTSend final reply. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 07Send final replyTELEGRAMTELEGRAM1 IN / 1 OUTCorrect errors. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMECorrect errorsTELEGRAMTELEGRAM1 IN / 0 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.12 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

Listen for incoming events

10 Execution Links2 Support Dependencies

  1. Start

    Listen for incoming events

    Trigger

  2. Step 2

    Send Typing action

    Integration

    Determine content type

    Decision

  3. Step 3

    Send error message

    Integration

    Download voice file

    Integration

  4. Step 4

    Convert audio to text

    AI reasoning

  5. Step 5

    Combine content and set properties

    Transform

  6. Step 6

    AI Agent

    AI reasoning

  7. Step 7

    Send final reply

    Integration

  8. Outcome

    Correct errors

    Integration

Attached dependencies

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

2 nodes

  • OpenAI Chat Model

    AI reasoning dependency

  • Window Buffer Memory

    AI reasoning dependency

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