The flow
Starts it 2Model 6Logic 2Service 1
The steps in the order they run, from what starts it.
- 1Window Buffer MemoryMemory Buffer WindowModel
- 2Google Gemini Chat ModelLm Chat Google GeminiModel
- 3WebhookWebhookStarts it
- 4Insert ChatMemory ManagerModel
- 5Get ChatMemory ManagerModel
- 6Basic LLM ChainChain LlmModel
- 7OpenAI - Speech to TextOpen AiModel
- 8LimitLimitLogic
- 9AggregateAggregateLogic
- 10ElevenLabs - Generate AudioHttp RequestService
- 11Respond to WebhookRespond To WebhookStarts it
How it's built
- Starts on
- Another system calling it
- Steps
- 11
- Size
- Medium: a working afternoon
- Connects to
- Nothing by connector; it calls services over plain HTTP
- Model
- Gemini, OpenAI
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
Questions
What does it need to run?
An n8n account, and a key for Gemini and OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on another system calling it.
Does it use AI?
Yes. It calls Gemini and OpenAI. 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. 11 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.
Before you run itNothing 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 11 steps before you point it at anything that matters.