The flow
Starts it 3Model 9Logic 1Service 2
The steps in the order they run, from what starts it.
- 1Upload DocumentForm triggerStarts it
- 2Embeddings Google GeminiEmbeddings Google GeminiModel
- 3Recursive Character Text SplitterText Splitter Recursive Character Text SplitterModel
- 4Delete DocumentForm triggerStarts it
- 5When chat message receivedChat triggerStarts it
- 6Google Gemini Chat ModelLm Chat Google GeminiModel
- 7Simple MemoryMemory Buffer WindowModel
- 8Embeddings Google Gemini1Embeddings Google GeminiModel
- 9Create fileGroup IndexQdrantService
- 10Insert to Vector StoreVector Store QdrantModel
- 11Default Data LoaderDocument Default Data LoaderModel
- 12Delete from Vector StoreQdrantService
- 13Set ContextSetLogic
- 14AI AgentAgentModel
- 15Knowledge BaseVector Store QdrantModel
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 15
- Size
- Medium: a working afternoon
- Connects to
- Qdrant
- 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 Qdrant account, and a key for Gemini. 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. 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.