Skip to Workflow Atlas
Playbook AtlasWorkflow Atlas
Workflow blueprintBrowse workflows
Event-Driven AutomationAI systemIntermediate

AI-Enhanced Telegram Message Processor

AI-Enhanced Telegram Message Processor is a 15-node automation blueprint connecting OpenAI, Telegram, Google Sheets. Inspect its trigger, execution graph, branches, and implementation requirements.

OpenAITelegramGoogle Sheets

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.

15

Nodes

15

Links

1

Run groups

Connected tools

3 integrations

  • OpenAI
  • Telegram
  • Google Sheets

Canvas controls

Fit wide systems, then zoom into any run group.

AI-Enhanced Telegram Message Processor execution lanes1 run groups containing 15 workflow nodes and 15 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.Receive Telegram message. Telegram node, telegramTrigger. 0 incoming and 1 outgoing connections.STARTReceive Telegram messageTELEGRAMTELEGRAMTRIGGER0 IN / 1 OUTWhen chat message received. trigger node, chatTrigger. 0 incoming and 1 outgoing connections.STARTWhen chat message receivedTRIGGERCHATTRIGGER0 IN / 1 OUTIf it's a voice message. decision node, if. 1 incoming and 2 outgoing connections.STEP 02If it's a voice messageDECISIONIF1 IN / 2 OUTGet Audio File. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 03Get Audio FileTELEGRAMTELEGRAM1 IN / 1 OUTSet chatInput from message. transform node, set. 1 incoming and 1 outgoing connections.STEP 03Set chatInput from messageTRANSFORMSET1 IN / 1 OUTTranscribe Recording. OpenAI node, openAi. 1 incoming and 1 outgoing connections.STEP 04Transcribe RecordingOPENAIOPENAI1 IN / 1 OUTSet chatInput from voice. transform node, set. 1 incoming and 1 outgoing connections.STEP 05Set chatInput from voiceTRANSFORMSET1 IN / 1 OUTList of Ingredients and nutrients. ai node, agent. 5 incoming and 1 outgoing connections.STEP 06List of Ingredients and n…AIAGENT5 IN / 1 OUTExplode the list. transform node, splitOut. 1 incoming and 1 outgoing connections.STEP 07Explode the listTRANSFORMSPLITOUT1 IN / 1 OUTAdd date. transform node, code. 1 incoming and 1 outgoing connections.STEP 08Add dateTRANSFORMCODE1 IN / 1 OUTStore in sheet. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.STEP 09Store in sheetGOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTLimit. integration node, limit. 1 incoming and 1 outgoing connections.STEP 10LimitINTEGRATIONLIMIT1 IN / 1 OUTRespond message. Telegram node, telegram. 1 incoming and 0 outgoing connections.OUTCOMERespond messageTELEGRAMTELEGRAM1 IN / 0 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTStructured Output Parser. ai node, outputParserStructured. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Structured Output ParserAIOUTPUTPARSERSTRUCTURED0 IN / 1 OUT

Signal inspector

Focus, hover, or select a step to isolate its runtime and support links.

Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.15 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

Receive Telegram message

13 Execution Links2 Support Dependencies

  1. Start

    Receive Telegram message

    Trigger

    When chat message received

    Trigger

  2. Step 2

    If it's a voice message

    Decision

  3. Step 3

    Get Audio File

    Integration

    Set chatInput from message

    Transform

  4. Step 4

    Transcribe Recording

    AI reasoning

  5. Step 5

    Set chatInput from voice

    Transform

  6. Step 6

    List of Ingredients and nutrients

    AI reasoning

  7. Step 7

    Explode the list

    Transform

  8. Step 8

    Add date

    Transform

  9. Step 9

    Store in sheet

    Integration

  10. Step 10

    Limit

    Integration

  11. Outcome

    Respond message

    Integration

Attached dependencies

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

2 nodes

  • OpenAI Chat Model

    AI reasoning dependency

  • Structured Output Parser

    AI reasoning dependency

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

Create a build planReturn to the atlas