The flow
Starts it 2Model 8Logic 1Service 3
The steps in the order they run, from what starts it.
- 1When clicking ‘Test workflow’Manual triggerStarts it
- 2Embeddings OpenAIEmbeddings Open AiModel
- 3Recursive Character Text SplitterText Splitter Recursive Character Text SplitterModel
- 4When chat message receivedChat triggerStarts it
- 5OpenAI Chat ModelLm Chat Open AiModel
- 6Embeddings OpenAI1Embeddings Open AiModel
- 7Get Files from S3Aws S3Service
- 8Qdrant Vector StoreVector Store QdrantModel
- 9Default Data LoaderDocument Default Data LoaderModel
- 10AI AgentAgentModel
- 11Qdrant Vector Store1Vector Store QdrantModel
- 12Loop Over ItemsSplit In BatchesLogic
- 13Download Files from AWSAws S3Service
- 14Extract from FileExtract From FileService
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 14, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- Qdrant, S3
- 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 Qdrant and S3 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. 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.