The flow
Starts it 1Model 7Logic 3Service 4
The steps in the order they run, from what starts it.
- 1Google Gemini Chat ModelLm Chat Google GeminiModel
- 2Simple MemoryMemory Buffer WindowModel
- 3Google Gemini Chat Model1Lm Chat Google GeminiModel
- 4Embeddings Google GeminiEmbeddings Google GeminiModel
- 5WhatsApp TriggerWhats App triggerStarts it
- 6AI AgentAgentModel
- 7Answer questions with a vector storeTool Vector StoreModel
- 8Pinecone Vector StoreVector Store PineconeModel
- 9Audio/MessageSwitchLogic
- 10Send messageWhats AppService
- 11Get Audio URLWhats AppService
- 12Audio DownloadHttp RequestService
- 13Audio ConvertCodeLogic
- 14Gemini speech to textHttp RequestService
- 15Audio PromptSetLogic
How it's built
- Starts on
- An incoming WhatsApp message
- Steps
- 15, with 1 branch
- Size
- Medium: a working afternoon
- Connects to
- Pinecone, WhatsApp
- Model
- Gemini
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
Questions
What does it need to run?
An n8n account, plus your own Pinecone and WhatsApp accounts, and a key for Gemini. You connect your own accounts after importing it; none are included.
What starts it?
It starts on an incoming WhatsApp message.
Does it use AI?
Yes. It calls Gemini. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 15 steps is enough that you should read each one before running it.
How do I import it?
Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.
Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 15 steps before you point it at anything that matters.