Automation library · E-commerce

Provide ecommerce support with Qdrant RAG and WooCommerce

Started by someone opening a chat with it, and works across Gmail, Google Drive and Qdrant. It puts Gemini and OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 24 steps: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini, OpenAIRetrieval

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24 stepsLarge: read it before trusting it with anything live
0Branches: places the flow splits
0Loops or waits
3Services it connects to

The flow

Starts it 2Model 15Service 7

The steps in the order they run, from what starts it.

  1. 1When clicking ‘Test workflow’Manual triggerStarts it
  2. 2Create collectionHttp RequestService
  3. 3Embeddings OpenAIEmbeddings Open AiModel
  4. 4Token SplitterText Splitter Token SplitterModel
  5. 5Window Buffer MemoryMemory Buffer WindowModel
  6. 6OpenAI Chat Model1Lm Chat Open AiModel
  7. 7Embeddings OpenAI2Embeddings Open AiModel
  8. 8CalculatorTool CalculatorModel
  9. 9Google Gemini Chat ModelLm Chat Google GeminiModel
  10. 10get_many_productsWoo Commerce ToolService
  11. 11get_productWoo Commerce ToolService
  12. 12get_human_supportGmail ToolService
  13. 13When chat message receivedChat triggerStarts it
  14. 14Refresh collectionHttp RequestService
  15. 15Qdrant Vector StoreVector Store QdrantModel
  16. 16Default Data LoaderDocument Default Data LoaderModel
  17. 17E-Commerce Customer Support AI AgentAgentModel
  18. 18rag_searchTool Vector StoreModel
  19. 19Retrive Qdrant Vector StoreVector Store QdrantModel
  20. 20GuardrailsGuardrailsModel
  21. 21Get folderGoogle DriveService
  22. 22Chat1ChatModel
  23. 23ChatChatModel
  24. 24Download FilesGoogle DriveService

How it's built

Starts on
Someone opening a chat with it
Steps
24
Size
Large: read it before trusting it with anything live
Connects to
Gmail, Google Drive, Qdrant
Model
Gemini, 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 Gmail, Google Drive and Qdrant accounts, and a key for Gemini and 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 Gemini and 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?

Take your time. At 24 steps it is large: read it before trusting it with anything live.

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.

Before you run it

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 24 steps before you point it at anything that matters.