Automation library · Documents and files

Generate workflow JSON files from webhook prompts

Started by another system calling it. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Azure OpenAI. 7 steps: small enough to read in one sitting and change without fear.

SmallCalls a model: Azure OpenAI

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7 stepsSmall: readable in one sitting
0Branches: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 2Model 2Logic 2Service 1

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

  1. 1Receive Workflow PromptWebhookStarts it
  2. 2Azure OpenAI Chat Model1Lm Chat Azure Open AiModel
  3. 3Sanitize & Normalize PromptCodeLogic
  4. 4Generate Workflow via AI AgentAgentModel
  5. 5Parse & Validate AI JSON OutputCodeLogic
  6. 6Convert Workflow to JSON FileConvert To FileService
  7. 7Return JSON File to CallerRespond To WebhookStarts it

How it's built

Starts on
Another system calling it
Steps
7
Size
Small: readable in one sitting
Connects to
Nothing by connector; it calls services over plain HTTP
Model
Azure OpenAI

Questions

What does it need to run?

An n8n account, and a key for Azure OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on another system calling it.

Does it use AI?

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

How long does it take to set up?

Not long. At 7 steps it can be read in one sitting and changed without fear.

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 7 steps before you point it at anything that matters.