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Weekly job discovery and CV matching with Gemini

Started by a clock, and works across Gmail. It hands the judgement calls to Gemini. 13 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: Gemini

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13 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 1Model 4Logic 5Service 3

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

  1. 1Google Gemini Chat Model (Agent)Lm Chat Google GeminiModel
  2. 2Google Gemini Chat Model (Summarizer)Lm Chat Google GeminiModel
  3. 3Schedule Trigger1Schedule triggerStarts it
  4. 4Job Matcher Agent1AgentModel
  5. 5AI Summarizer1Chain SummarizationModel
  6. 6Set Search Config1SetLogic
  7. 7Send Email Report1GmailService
  8. 8Aggregate Summaries1CodeLogic
  9. 9Google Search Jobs1DecodoService
  10. 10Parse Search Results1CodeLogic
  11. 11Loop Job URLs1Split In BatchesLogic
  12. 12Scrape Page HTML1DecodoService
  13. 13Clean HTML Text1CodeLogic

How it's built

Starts on
A clock
Steps
13, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Gmail
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Gmail account, and a key for Gemini. 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 Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 13 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 13 steps before you point it at anything that matters.