Automation library · Chat assistants

Indeed Job Hunter & AI Cover Letter Architect with Mistral

Started by a clock, and works across Apify, Google Drive, Google Sheets and Telegram. It hands the judgement calls to Mistral and a local model. 16 steps, 2 branches, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: Mistral, a local model

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16 stepsMedium: a working afternoon
2Branches: places the flow splits
2Loops or waits
4Services it connects to

The flow

Starts it 1Model 3Logic 6Service 6

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

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2Ollama Chat ModelLm Chat OllamaModel
  3. 3Mistral Cloud Chat ModelLm Chat Mistral CloudModel
  4. 4Download - CS and RepairsGoogle DriveService
  5. 5AI AgentAgentModel
  6. 6Extract from FileExtract From FileService
  7. 7Parse AI OutputSetLogic
  8. 8Get row(s) in sheetGoogle SheetsService
  9. 9Append or update row in sheetGoogle SheetsService
  10. 10Run an Actor and get datasetApifyService
  11. 11Score FilterIfLogic
  12. 12Split OutSplit OutLogic
  13. 13Send a text messageTelegramService
  14. 14Loop Over ItemsSplit In BatchesLogic
  15. 15WaitWaitLogic
  16. 16Check Deutch level and Driving License RequirementIfLogic

How it's built

Starts on
A clock
Steps
16, with 2 branches, 2 loops or waits
Size
Medium: a working afternoon
Connects to
Apify, Google Drive, Google Sheets, Telegram
Model
Mistral, a local model

Questions

What does it need to run?

An n8n account, plus your own Apify, Google Drive, Google Sheets and Telegram accounts, and a key for Mistral and a local model. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls Mistral and a local model. 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.