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Telegram AI Content Processor

Telegram AI Content Processor is a 29-node automation blueprint connecting Telegram, OpenAI. Inspect its trigger, execution graph, branches, and implementation requirements.

TelegramOpenAI

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.

29

Nodes

28

Links

2

Run groups

Connected tools

2 integrations

  • Telegram
  • OpenAI

Canvas controls

Fit wide systems, then zoom into any run group.

Telegram AI Content Processor execution lanes2 run groups containing 29 workflow nodes and 28 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 Token & Webhooks. Telegram node, set. 0 incoming and 3 outgoing connections.STARTTelegram Token & WebhooksTELEGRAMSET0 IN / 3 OUTGet Telegram Webhook Info. Telegram node, httpRequest. 1 incoming and 1 outgoing connections.STEP 02Get Telegram Webhook InfoTELEGRAMHTTPREQUEST1 IN / 1 OUTSet Webhook Test URL. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 02Set Webhook Test URLINTEGRATIONHTTPREQUEST1 IN / 1 OUTSet Webhook Production URL. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 02Set Webhook Production URLINTEGRATIONHTTPREQUEST1 IN / 1 OUTGet Webhook Status. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMEGet Webhook StatusTELEGRAMTELEGRAM1 IN / 0 OUTTest Webhook Status. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMETest Webhook StatusTELEGRAMTELEGRAM1 IN / 0 OUTProduction Webhook Status. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMEProduction Webhook StatusTELEGRAMTELEGRAM1 IN / 0 OUTListen for Telegram Events. Telegram node, webhook. 0 incoming and 1 outgoing connections.STARTListen for Telegram EventsTELEGRAMWEBHOOK0 IN / 1 OUTValidation. transform node, set. 1 incoming and 1 outgoing connections.STEP 02ValidationTRANSFORMSET1 IN / 1 OUTCheck User & Chat ID. decision node, if. 1 incoming and 2 outgoing connections.STEP 03Check User & Chat IDDECISIONIF1 IN / 2 OUTMessage Router. decision node, switch. 1 incoming and 4 outgoing connections.STEP 04Message RouterDECISIONSWITCH1 IN / 4 OUTGet Audio File. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 05Get Audio FileTELEGRAMTELEGRAM1 IN / 1 OUTError message. Telegram node, telegram. 2 incoming and 0 outgoing connections.STEP 05Error messageTELEGRAMTELEGRAM2 IN / 0 OUTEdit Fields. transform node, set. 1 incoming and 1 outgoing connections.STEP 05Edit FieldsTRANSFORMSET1 IN / 1 OUTImage Schema. transform node, set. 1 incoming and 1 outgoing connections.STEP 05Image SchemaTRANSFORMSET1 IN / 1 OUTTranscribe Recording. OpenAI node, openAi. 1 incoming and 1 outgoing connections.STEP 06Transcribe RecordingOPENAIOPENAI1 IN / 1 OUTText Classifier. ai node, textClassifier. 2 incoming and 2 outgoing connections.STEP 06Text ClassifierAITEXTCLASSIFIER2 IN / 2 OUTGet Image. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 06Get ImageTELEGRAMTELEGRAM1 IN / 1 OUTText Classifier Audio. ai node, textClassifier. 2 incoming and 2 outgoing connections.STEP 07Text Classifier AudioAITEXTCLASSIFIER2 IN / 2 OUTText Task Message. Telegram node, telegram. 1 incoming and 0 outgoing connections.STEP 07Text Task MessageTELEGRAMTELEGRAM1 IN / 0 OUTText Other Message. Telegram node, telegram. 1 incoming and 0 outgoing connections.STEP 07Text Other MessageTELEGRAMTELEGRAM1 IN / 0 OUTExtract from File to Base64. integration node, extractFromFile. 1 incoming and 1 outgoing connections.STEP 07Extract from File to Base64INTEGRATIONEXTRACTFROMFILE1 IN / 1 OUTAudio Task Message. Telegram node, telegram. 1 incoming and 0 outgoing connections.STEP 08Audio Task MessageTELEGRAMTELEGRAM1 IN / 0 OUTAudio Other Message. Telegram node, telegram. 1 incoming and 0 outgoing connections.STEP 08Audio Other MessageTELEGRAMTELEGRAM1 IN / 0 OUTConvert to Image File. integration node, convertToFile. 1 incoming and 1 outgoing connections.STEP 08Convert to Image FileINTEGRATIONCONVERTTOFILE1 IN / 1 OUTAnalyze Image. OpenAI node, openAi. 1 incoming and 1 outgoing connections.STEP 09Analyze ImageOPENAIOPENAI1 IN / 1 OUTImage Message. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMEImage MessageTELEGRAMTELEGRAM1 IN / 0 OUTgpt-4o-mini1. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1gpt-4o-mini1OPENAILMCHATOPENAI0 IN / 1 OUTgpt-4o-mini. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1gpt-4o-miniOPENAILMCHATOPENAI0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.29 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 Token & Webhooks

6 Execution Links

  1. Start

    Telegram Token & Webhooks

    Transform

  2. Step 2

    Get Telegram Webhook Info

    Integration

    Set Webhook Test URL

    Integration

    Set Webhook Production URL

    Integration

  3. Outcome

    Get Webhook Status

    Integration

    Test Webhook Status

    Integration

    Production Webhook Status

    Integration

02

Run Group

Listen for Telegram Events

20 Execution Links2 Support Dependencies

  1. Start

    Listen for Telegram Events

    Trigger

  2. Step 2

    Validation

    Transform

  3. Step 3

    Check User & Chat ID

    Decision

  4. Step 4

    Message Router

    Decision

  5. Step 5

    Get Audio File

    Integration

    Error message

    Integration

    Edit Fields

    Transform

    Image Schema

    Transform

  6. Step 6

    Transcribe Recording

    AI reasoning

    Text Classifier

    AI reasoning

    Get Image

    Integration

  7. Step 7

    Text Classifier Audio

    AI reasoning

    Text Task Message

    Integration

    Text Other Message

    Integration

    Extract from File to Base64

    Integration

  8. Step 8

    Audio Task Message

    Integration

    Audio Other Message

    Integration

    Convert to Image File

    Integration

  9. Step 9

    Analyze Image

    AI reasoning

  10. Outcome

    Image Message

    Integration

Attached dependencies

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

2 nodes

  • gpt-4o-mini

    AI reasoning dependency

  • gpt-4o-mini1

    AI reasoning dependency

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