The flow
Starts it 2Model 10Service 1
The steps in the order they run, from what starts it.
- 1When Chat Message ReceivedChat triggerStarts it
- 2Groq Chat Model InteractionLm Chat GroqModel
- 3Cohere RerankerReranker CohereModel
- 4When File Added to DriveGoogle Drive triggerStarts it
- 5Split Text by CharacterText Splitter Recursive Character Text SplitterModel
- 6Generate Google Gemini EmbeddingsEmbeddings Google GeminiModel
- 7Google Gemini Embeddings 1Embeddings Google GeminiModel
- 8Memory Buffer WindowMemory Buffer WindowModel
- 9Chatbot Response AgentAgentModel
- 10Main Pinecone Vector StoreVector Store PineconeModel
- 11Download File from DriveGoogle DriveService
- 12Load Default Data FormatDocument Default Data LoaderModel
- 13Secondary Pinecone Vector StoreVector Store PineconeModel
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 13
- Size
- Medium: a working afternoon
- Connects to
- Google Drive, Pinecone
- Model
- Gemini, Groq
- 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 Gemini and Groq. 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 Gemini and Groq. 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. 13 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 13 steps before you point it at anything that matters.