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AI-Enhanced WhatsApp Chatbot Workflow

AI-Enhanced WhatsApp Chatbot Workflow is a 26-node automation blueprint connecting WhatsApp, OpenAI. Inspect its trigger, execution graph, branches, and implementation requirements.

WhatsAppOpenAI

Interactive system map

Execution flows, separated by connected path.

Each horizontal lane is one connected flow. Solid lines show runtime execution; dashed lines show AI, model, memory, or tool dependencies.

26

Nodes

28

Links

1

Flows

Connected tools

2 integrations

  • WhatsApp
  • OpenAI
AI-Enhanced WhatsApp Chatbot Workflow execution lanes1 connected flows containing 26 workflow nodes and 28 visible links. Solid lines are execution links and dashed lines are support dependencies. Focus any node to inspect its immediate path.WhatsApp Trigger. trigger node, whatsAppTrigger. 0 incoming and 1 outgoing connections.WhatsApp TriggerTRIGGERWHATSAPPTRIGGER0 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTSimple Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Simple MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTInput type. decision node, switch. 1 incoming and 5 outgoing connections.Input typeDECISIONSWITCH1 IN / 5 OUTText. transform node, set. 1 incoming and 1 outgoing connections.TextTRANSFORMSET1 IN / 1 OUTGet Audio Url. integration node, whatsApp. 1 incoming and 1 outgoing connections.Get Audio UrlINTEGRATIONWHATSAPP1 IN / 1 OUTGet Image Url. integration node, whatsApp. 1 incoming and 1 outgoing connections.Get Image UrlINTEGRATIONWHATSAPP1 IN / 1 OUTNot supported. integration node, whatsApp. 1 incoming and 0 outgoing connections.Not supportedINTEGRATIONWHATSAPP1 IN / 0 OUTOnly PDF File. decision node, if. 1 incoming and 2 outgoing connections.Only PDF FileDECISIONIF1 IN / 2 OUTDownload Audio. integration node, httpRequest. 1 incoming and 1 outgoing connections.Download AudioINTEGRATIONHTTPREQUEST1 IN / 1 OUTDownload Image. integration node, httpRequest. 1 incoming and 1 outgoing connections.Download ImageINTEGRATIONHTTPREQUEST1 IN / 1 OUTGet File Url. integration node, whatsApp. 1 incoming and 1 outgoing connections.Get File UrlINTEGRATIONWHATSAPP1 IN / 1 OUTIncorrect format. integration node, whatsApp. 1 incoming and 0 outgoing connections.Incorrect formatINTEGRATIONWHATSAPP1 IN / 0 OUTTranscribe Audio. OpenAI node, openAi. 1 incoming and 1 outgoing connections.Transcribe AudioOPENAIOPENAI1 IN / 1 OUTAnalyze Image. OpenAI node, openAi. 1 incoming and 1 outgoing connections.Analyze ImageOPENAIOPENAI1 IN / 1 OUTDownload File. integration node, httpRequest. 1 incoming and 1 outgoing connections.Download FileINTEGRATIONHTTPREQUEST1 IN / 1 OUTAudio. transform node, set. 1 incoming and 1 outgoing connections.AudioTRANSFORMSET1 IN / 1 OUTImage. transform node, set. 1 incoming and 1 outgoing connections.ImageTRANSFORMSET1 IN / 1 OUTExtract from File. integration node, extractFromFile. 1 incoming and 1 outgoing connections.Extract from FileINTEGRATIONEXTRACTFROMFILE1 IN / 1 OUTFile. transform node, set. 1 incoming and 1 outgoing connections.FileTRANSFORMSET1 IN / 1 OUTAI Agent1. ai node, agent. 6 incoming and 1 outgoing connections.AI Agent1AIAGENT6 IN / 1 OUTFrom audio to audio?. decision node, if. 1 incoming and 2 outgoing connections.From audio to audio?DECISIONIF1 IN / 2 OUTGenerate Audio Response. OpenAI node, openAi. 1 incoming and 1 outgoing connections.Generate Audio ResponseOPENAIOPENAI1 IN / 1 OUTSend message. integration node, whatsApp. 1 incoming and 0 outgoing connections.Send messageINTEGRATIONWHATSAPP1 IN / 0 OUTFix mimeType for Audio. transform node, code. 1 incoming and 1 outgoing connections.Fix mimeType for AudioTRANSFORMCODE1 IN / 1 OUTSend audio. integration node, whatsApp. 1 incoming and 0 outgoing connections.Send audioINTEGRATIONWHATSAPP1 IN / 0 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

Execution linkSupport dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.26 connected nodesEnter or click to lock · Escape to clear

Execution breakdown

Follow each connected flow from start to outcome.

The readable view below uses the same graph relationships as the interactive map. Each row is a connected flow; columns advance only when an actual link connects the nodes.

01

Connected Flow

WhatsApp Trigger

26 Execution Links2 Support Dependencies

  1. Start

    WhatsApp Trigger

    Trigger

    OpenAI Chat Model

    AI reasoning

    Simple Memory

    AI reasoning

  2. Step 2

    Input type

    Decision

  3. Step 3

    Text

    Transform

    Get Audio Url

    Integration

    Get Image Url

    Integration

    Not supported

    Integration

    Only PDF File

    Decision

  4. Step 4

    Download Audio

    Integration

    Download Image

    Integration

    Get File Url

    Integration

    Incorrect format

    Integration

  5. Step 5

    Transcribe Audio

    AI reasoning

    Analyze Image

    AI reasoning

    Download File

    Integration

  6. Step 6

    Audio

    Transform

    Image

    Transform

    Extract from File

    Integration

  7. Step 7

    File

    Transform

  8. Step 8

    AI Agent1

    AI reasoning

  9. Step 9

    From audio to audio?

    Decision

  10. Step 10

    Generate Audio Response

    AI reasoning

    Send message

    Integration

  11. Step 11

    Fix mimeType for Audio

    Transform

  12. Outcome

    Send audio

    Integration

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