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Telegram AI Langchain Bot with OpenAI

Telegram AI Langchain Bot with OpenAI is a 11-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.

11

Nodes

9

Links

2

Run groups

Connected tools

2 integrations

  • OpenAI
  • Telegram

Canvas controls

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Telegram AI Langchain Bot with OpenAI execution lanes2 run groups containing 11 workflow nodes and 9 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 1 outgoing connections.STARTListen for incoming eventsTELEGRAMTELEGRAMTRIGGER0 IN / 1 OUTAI Agent. ai node, agent. 4 incoming and 1 outgoing connections.STEP 02AI AgentAIAGENT4 IN / 1 OUTTelegram. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 03TelegramTELEGRAMTELEGRAM1 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 OUTDall-E 3 Tool. ai node, toolWorkflow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Dall-E 3 ToolAITOOLWORKFLOW0 IN / 1 OUTExecute Workflow Trigger. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.STARTExecute Workflow TriggerTRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTGenerate image in Dall-E 3. integration node, httpRequest. 1 incoming and 1 outgoing connections.STEP 02Generate image in Dall-E 3INTEGRATIONHTTPREQUEST1 IN / 1 OUTSend back an image. Telegram node, telegram. 1 incoming and 1 outgoing connections.STEP 03Send back an imageTELEGRAMTELEGRAM1 IN / 1 OUTadd response field. transform node, set. 1 incoming and 0 outgoing connections.OUTCOMEadd response fieldTRANSFORMSET1 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.11 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

3 Execution Links3 Support Dependencies

  1. Start

    Listen for incoming events

    Trigger

  2. Step 2

    AI Agent

    AI reasoning

  3. Step 3

    Telegram

    Integration

  4. Outcome

    Correct errors

    Integration

Attached dependencies

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

3 nodes

  • OpenAI Chat Model

    AI reasoning dependency

  • Window Buffer Memory

    AI reasoning dependency

  • Dall-E 3 Tool

    AI reasoning dependency

02

Run Group

Execute Workflow Trigger

3 Execution Links

  1. Start

    Execute Workflow Trigger

    Trigger

  2. Step 2

    Generate image in Dall-E 3

    Integration

  3. Step 3

    Send back an image

    Integration

  4. Outcome

    add response field

    Transform

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