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WhatsApp Media Processing and AI Response

WhatsApp Media Processing and AI Response is a 24-node automation blueprint connecting WhatsApp, Langchain, Google Palm API. Inspect its trigger, execution graph, branches, and implementation requirements.

WhatsAppLangchainGoogle Palm API

Interactive system map

The entire automation, wired and inspectable.

Brand marks identify the operational stack. Focus or select any node to isolate its real incoming and outgoing connections.

24

Nodes

26

Edges

6

Zones

System stack

3 integrations

  • WhatsApp
  • LangChain
  • Google AI
WhatsApp Media Processing and AI Response interactive execution graphStructural view of 24 workflow nodes and 26 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.WhatsApp Trigger. trigger node, whatsAppTrigger. 0 incoming and 1 outgoing connections.WhatsApp TriggerTRIGGERWHATSAPPTRIGGER0 IN / 1 OUTSplit Out Message Parts. transform node, splitOut. 1 incoming and 1 outgoing connections.Split Out Message PartsTRANSFORMSPLITOUT1 IN / 1 OUTGet Audio URL. integration node, whatsApp. 1 incoming and 1 outgoing connections.Get Audio URLINTEGRATIONWHATSAPP1 IN / 1 OUTGet Video URL. integration node, whatsApp. 1 incoming and 1 outgoing connections.Get Video URLINTEGRATIONWHATSAPP1 IN / 1 OUTRedirect Message Types. decision node, switch. 1 incoming and 4 outgoing connections.Redirect Message TypesDECISIONSWITCH1 IN / 4 OUTGet Image URL. integration node, whatsApp. 1 incoming and 1 outgoing connections.Get Image URLINTEGRATIONWHATSAPP1 IN / 1 OUTGet Text. integration node, wait. 1 incoming and 1 outgoing connections.Get TextINTEGRATIONWAIT1 IN / 1 OUTDownload Audio. integration node, httpRequest. 1 incoming and 1 outgoing connections.Download AudioINTEGRATIONHTTPREQUEST1 IN / 1 OUTDownload Video. integration node, httpRequest. 1 incoming and 1 outgoing connections.Download VideoINTEGRATIONHTTPREQUEST1 IN / 1 OUTDownload Image. integration node, httpRequest. 1 incoming and 1 outgoing connections.Download ImageINTEGRATIONHTTPREQUEST1 IN / 1 OUTGoogle Gemini Audio. Google AI node, httpRequest. 1 incoming and 1 outgoing connections.Google Gemini AudioGOOGLE AIHTTPREQUEST1 IN / 1 OUTFormat Response1. transform node, set. 1 incoming and 1 outgoing connections.Format Response1TRANSFORMSET1 IN / 1 OUTGoogle Gemini Video. Google AI node, httpRequest. 1 incoming and 1 outgoing connections.Google Gemini VideoGOOGLE AIHTTPREQUEST1 IN / 1 OUTFormat Response. transform node, set. 1 incoming and 1 outgoing connections.Format ResponseTRANSFORMSET1 IN / 1 OUTImage Explainer. ai node, chainLlm. 2 incoming and 1 outgoing connections.Image ExplainerAICHAINLLM2 IN / 1 OUTGoogle Gemini Chat Model1. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat Model1GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTText Summarizer. ai node, chainLlm. 2 incoming and 1 outgoing connections.Text SummarizerAICHAINLLM2 IN / 1 OUTGoogle Gemini Chat Model2. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat Model2GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTGet User's Message. transform node, set. 4 incoming and 1 outgoing connections.Get User's MessageTRANSFORMSET4 IN / 1 OUTAI Agent. ai node, agent. 4 incoming and 1 outgoing connections.AI AgentAIAGENT4 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTRespond to User. integration node, whatsApp. 1 incoming and 0 outgoing connections.Respond to UserINTEGRATIONWHATSAPP1 IN / 0 OUTWindow Buffer Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Window Buffer MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTWikipedia. ai node, toolWikipedia. 0 incoming and 1 outgoing connections.WikipediaAITOOLWIKIPEDIA0 IN / 1 OUT

Signal inspector

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triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.24 connected nodesEnter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The workflow is grouped into operational zones, then reviewed for the controls needed to adapt the pattern safely.

01

Entry signals

1 node

Events, schedules, and unconnected roots that can start an execution.

WhatsApp Trigger

Trigger

02

Data & operations

13 nodes

Transformations and external-system actions that move the work forward.

Get Audio URL

Integration

Get Video URL

Integration

Get Image URL

Integration

Download Video

Integration

Download Audio

Integration

Download Image

Integration

+ 7 more in system map
03

Intelligence & routing

9 nodes

Model calls and control points that interpret, branch, or govern the run.

Window Buffer Memory

AI reasoning

Wikipedia

AI reasoning

Redirect Message Types

Decision

Image Explainer

AI reasoning

Google Gemini Chat Model

AI reasoning

Google Gemini Chat Model1

AI reasoning

+ 3 more in system map
04

Terminal actions

1 node

Nodes with no visible outgoing edge: the workflow’s observable outcomes.

Respond to User

Integration

Adjacent systems

Keep tracing the stack.

Related workflows share tools and similar system patterns.

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.

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