Automation library · AI assistants

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Started by another system calling it. It calls services over plain HTTP rather than through connectors. It puts OpenRouter behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 14 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: OpenRouterRetrieval

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14 stepsMedium: a working afternoon
2Branches: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 4Model 7Logic 2Service 1

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

  1. 1SerpAPITool Serp ApiModel
  2. 2Structured Output ParserOutput Parser StructuredModel
  3. 3Get Webhook ContentWebhookStarts it
  4. 4OpenRouter GPT 40 MiniLm Chat Open RouterModel
  5. 5Buffer MemoryMemory Buffer WindowModel
  6. 6Content Tagging AgentAgentModel
  7. 7Auto-fixing Output ParserOutput Parser AutofixingModel
  8. 8Extractor URL & TitleInformation ExtractorModel
  9. 9Create BookmarkHttp RequestService
  10. 10If Title and URL providedIfLogic
  11. 11If Bookmark CreatedIfLogic
  12. 12Title & URL Not FoundRespond To WebhookStarts it
  13. 13Bookmark CreatedRespond To WebhookStarts it
  14. 14Bookmark Not CreatedRespond To WebhookStarts it

How it's built

Starts on
Another system calling it
Steps
14, with 2 branches
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenRouter
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

An n8n account, and a key for OpenRouter. 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 OpenRouter. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 14 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 14 steps before you point it at anything that matters.