Automation library · Research and reporting

AI-powered product research & comparison with SerpAPI

Started by someone opening a chat with it. It calls services over plain HTTP rather than through connectors. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 25 steps: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAIRetrieval

Download free
25 stepsLarge: read it before trusting it with anything live
0Branches: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 22Logic 2

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

  1. 1When chat message receivedChat triggerStarts it
  2. 2OpenAI Chat Model1Lm Chat Open AiModel
  3. 3Window Buffer Memory1Memory Buffer WindowModel
  4. 4SerpAPI1Tool Serp ApiModel
  5. 5Structured Output ParserOutput Parser StructuredModel
  6. 6OpenAI Chat ModelLm Chat Open AiModel
  7. 7SerpAPITool Serp ApiModel
  8. 8SerpAPI3Tool Serp ApiModel
  9. 9SerpAPI4Tool Serp ApiModel
  10. 10SerpAPI5Tool Serp ApiModel
  11. 11OpenAI Chat Model2Lm Chat Open AiModel
  12. 12SerpAPI2Tool Serp ApiModel
  13. 13OpenAI Chat Model3Lm Chat Open AiModel
  14. 14OpenAI Chat Model4Lm Chat Open AiModel
  15. 15OpenAI Chat Model5Lm Chat Open AiModel
  16. 16OpenAI Chat Model6Lm Chat Open AiModel
  17. 17Item FinderAgentModel
  18. 18CompilerAgentModel
  19. 19Reviewer 1AgentModel
  20. 20Reviewer 3AgentModel
  21. 21Reviewer 4AgentModel
  22. 22Reviewer 5AgentModel
  23. 23Reviewer 2AgentModel
  24. 24Merge1MergeLogic
  25. 25Aggregate1AggregateLogic

How it's built

Starts on
Someone opening a chat with it
Steps
25
Size
Large: read it before trusting it with anything live
Connects to
Nothing by connector; it calls services over plain HTTP
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, 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?

Take your time. At 25 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 25 steps before you point it at anything that matters.