Automation library · E-commerce

E-commerce assistant for Shopify & WooCommerce with OpenAI

Started by someone opening a chat with it, and works across Pinecone. It puts Gemini and OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 23 steps, 2 branches: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini, OpenAIRetrieval

Download free
23 stepsLarge: read it before trusting it with anything live
2Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 14Logic 3Service 5

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

  1. 1Fetch All ProductsShopify ToolService
  2. 2Get Order infoShopify ToolService
  3. 3When chat message receivedChat triggerStarts it
  4. 4Shopify Chat ModelLm Chat Google GeminiModel
  5. 5WooCommerce Chat ModelLm Chat Google GeminiModel
  6. 6Embeddings AWS BedrockEmbeddings Aws BedrockModel
  7. 7Fetch All Products2Woo Commerce ToolService
  8. 8Fetch Order DetailsWoo Commerce ToolService
  9. 9Simple MemoryMemory Buffer WindowModel
  10. 10Memory RAGMemory Buffer WindowModel
  11. 11WooCommerce MemoryMemory Buffer WindowModel
  12. 12Shopify MemoryMemory Buffer WindowModel
  13. 13GraphQLGraphql ToolService
  14. 14Router ModelLm Chat Open AiModel
  15. 15GPT-4o-miniLm Chat Open AiModel
  16. 16Shopify Assistant AgentAgentModel
  17. 17Initial Query RouterAgentModel
  18. 18WooCommerce Assistant AgentAgentModel
  19. 19Pinecone Vector StoreVector Store PineconeModel
  20. 20General QueriesAgentModel
  21. 21MergeMergeLogic
  22. 22Check if Its General queryIfLogic
  23. 23Route To Shopify or WooCommerceIfLogic

How it's built

Starts on
Someone opening a chat with it
Steps
23, with 2 branches
Size
Large: read it before trusting it with anything live
Connects to
Pinecone
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 Pinecone account, 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 23 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 23 steps before you point it at anything that matters.