The flow
Starts it 2Model 5Logic 4Service 4
The steps in the order they run, from what starts it.
- 1When chat message receivedChat triggerStarts it
- 2OpenAI Chat ModelLm Chat Open AiModel
- 3Embeddings OpenAIEmbeddings Open AiModel
- 4Simple MemoryMemory Buffer WindowModel
- 5Google Drive TriggerGoogle Drive triggerStarts it
- 6Question & AnswerAgentModel
- 7Pinecone Vector StoreVector Store PineconeModel
- 8Google Drive DownloadGoogle DriveService
- 9Unstructured ExtractHttp RequestService
- 10Map DataCodeLogic
- 11PackCodeLogic
- 12HTTP OpenAI EmbeddingsHttp RequestService
- 13Re-expandCodeLogic
- 14Prepare Data for UpsertSetLogic
- 15Pinecone UpsertHttp RequestService
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 15
- Size
- Medium: a working afternoon
- Connects to
- Google Drive, Pinecone
- Model
- OpenAI
- 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 Google Drive and Pinecone accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on someone opening a chat with it.
Does it use AI?
Yes. It calls 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. 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.