Automation library · AI assistants

Avoid Asking Redundant Questions

Started by someone submitting a form. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to OpenAI. 11 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAI

11 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 3Logic 4Service 3

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

  1. 1OpenAI Chat ModelLm Chat Open AiModel
  2. 2Get Basic InformationForm triggerStarts it
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4Analyse ResponseChain LlmModel
  5. 5Get Business OverviewFormService
  6. 6Split Out AnalysisSplit OutLogic
  7. 7Remove Already Answered QuestionsFilterLogic
  8. 8Prepare For Form GenerationSetLogic
  9. 9Aggregate For Form GenerationAggregateLogic
  10. 10Clarification QuestionsFormService
  11. 11End FormFormService

How it's built

Starts on
Someone submitting a form
Steps
11
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenAI

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 submitting a form.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 11 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 11 steps before you point it at anything that matters.