Automation library · Data collection

AppSheet intelligent query orchestrator- query any data

Started by someone opening a chat with it, and works across Google Sheets. It hands the judgement calls to Claude and Gemini. 16 steps: a working afternoon to understand properly.

MediumCalls a model: Claude, Gemini

16 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 2Model 6Logic 4Service 4

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

  1. 1Structured Output ParserOutput Parser StructuredModel
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3GetListOfWorksheetsGoogle Sheets ToolService
  4. 4GetHeadersGoogle Sheets ToolService
  5. 5CallAppsheetAPITool WorkflowModel
  6. 6Anthropic Chat ModelLm Chat AnthropicModel
  7. 7When Executed by Another WorkflowExecute Workflow triggerStarts it
  8. 8When chat message receivedChat triggerStarts it
  9. 9Cleanup and structure the inputChain LlmModel
  10. 10Appsheet Schema AnalyserAgentModel
  11. 11AppSheetApp SheetService
  12. 12LimitLimitLogic
  13. 13AggregateAggregateLogic
  14. 14Cohere RerankHttp RequestService
  15. 15AggregateRankedSetLogic
  16. 16Final Reranked OutputSetLogic

How it's built

Starts on
Someone opening a chat with it
Steps
16
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
Claude, Gemini

Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for Claude and 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 Claude and Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 16 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.

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 16 steps before you point it at anything that matters.