# Generate workflow JSON files from webhook prompts: n8n workflow

> Started by another system calling it. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Azure OpenAI.

Source: https://millionrounds.com/workflow/generate-workflow-json-files-from-webhook-prompts (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Documents and files](https://millionrounds.com/workflows?category=Documents+and+files#library)

# 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.

Small Calls a model: Azure OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fgenerate-workflow-json-files-from-webhook-prompts)

**7 steps** Small: readable in one sitting

**0** Branches: places the flow splits

**0** Loops or waits

**0** Services by connector: it calls them over plain HTTP

## The flow

Starts it 2 Model 2 Logic 2 Service 1

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

- 1 **Receive Workflow Prompt** Webhook *Starts it*
- 2 **Azure OpenAI Chat Model1** Lm Chat Azure Open Ai *Model*
- 3 **Sanitize & Normalize Prompt** Code *Logic*
- 4 **Generate Workflow via AI Agent** Agent *Model*
- 5 **Parse & Validate AI JSON Output** Code *Logic*
- 6 **Convert Workflow to JSON File** Convert To File *Service*
- 7 **Return JSON File to Caller** Respond To Webhook *Starts 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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fgenerate-workflow-json-files-from-webhook-prompts)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Workflows like it

Also documents and files, with the same services where possible, closest in size first.

- [**AI assistant – smart document Q&A with OpenAI and Supabase** 7 steps · calls a model · Supabase vectors](https://millionrounds.com/workflow/ai-assistant-smart-document-q-and-a-with-openai-and-supabase)
- [**Data cleaner for Google Sheet/CSV files with OpenAI** 7 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/data-cleaner-for-google-sheet-csv-files-with-openai)
- [**Extract and structure Thai documents to Google Sheets** 7 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/extract-and-structure-thai-documents-to-google-sheets)
- [**Generate interactive MCQ quizzes from PDF textbooks** 7 steps · calls a model · Gmail](https://millionrounds.com/workflow/generate-interactive-mcq-quizzes-from-pdf-textbooks)
- [**Send daily translated Calvin and Hobbes comics to Discord** 7 steps · calls a model · Discord](https://millionrounds.com/workflow/send-daily-translated-calvin-and-hobbes-comics-to-discord)
- [**Slack mention translator (JA EN) with OpenAI** 7 steps · calls a model](https://millionrounds.com/workflow/slack-mention-translator-ja-en-with-openai)