The flow
Starts it 2Model 11Service 1
The steps in the order they run, from what starts it.
- 1When clicking ‘Test workflow’Manual triggerStarts it
- 2Recursive Character Text SplitterText Splitter Recursive Character Text SplitterModel
- 3When chat message receivedChat triggerStarts it
- 4OpenAI Chat ModelLm Chat Open AiModel
- 5Window Buffer MemoryMemory Buffer WindowModel
- 6OpenAI Chat Model1Lm Chat Open AiModel
- 7Generate User Query EmbeddingEmbeddings Open AiModel
- 8Generate EmbeddingsEmbeddings Open AiModel
- 9HTTP RequestHttp RequestService
- 10Default Data LoaderDocument Default Data LoaderModel
- 11AI AgentAgentModel
- 12Vector Store ToolTool Vector StoreModel
- 13Pinecone Vector Store (Querying)Vector Store PineconeModel
- 14Pinecone Vector StoreVector Store PineconeModel
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 14
- Size
- Medium: a working afternoon
- Connects to
- 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 Pinecone account, 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. 14 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 14 steps before you point it at anything that matters.