Automation library · AI assistants

Automated cover letter generator with Indeed and OpenAI

Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to OpenAI. 6 steps: small enough to read in one sitting and change without fear.

SmallCalls a model: OpenAI

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6 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 1Model 3Logic 1Service 1

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

  1. 1Structured Output Parser6Output Parser StructuredModel
  2. 2OpenAI Chat Model8Lm Chat Open AiModel
  3. 3When clicking ‘Execute workflow’Manual triggerStarts it
  4. 4Cover Letter WriterAgentModel
  5. 5Set Search TermSetLogic
  6. 6Search IndeedHttp RequestService

How it's built

Starts on
An event in a connected app
Steps
6
Size
Small: readable in one sitting
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 an event in a connected app.

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?

Not long. At 6 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 6 steps before you point it at anything that matters.