# Automated Hugging Face paper summary fetching & categorization: n8n workflow

> Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. 9 steps: a working afternoon to understand properly.

Source: https://millionrounds.com/workflow/automated-hugging-face-paper-summary-fetching-and-categoriza-2 (Millionrounds; every figure on the page links to its filing or article)

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

# Automated Hugging Face paper summary fetching & categorization

Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. 9 steps: a working afternoon to understand properly.

Medium

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fautomated-hugging-face-paper-summary-fetching-and-categoriza-2)

**9 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

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

## The flow

Starts it 1 Logic 4 Service 4

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

- 1 **Execute Workflow Trigger** Execute Workflow trigger *Starts it*
- 2 **Image URL hardcode** Set *Logic*
- 3 **Variables for medoids** Set *Logic*
- 4 **Total Points in Collection** Http Request *Service*
- 5 **Each Crop Counts** Http Request *Service*
- 6 **Info About Crop Labeled Clusters** Set *Logic*
- 7 **Embed image** Http Request *Service*
- 8 **Get similarity of medoids** Http Request *Service*
- 9 **Compare scores** Code *Logic*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 9
- **Size:** Medium: a working afternoon
- **Connects to:** Nothing by connector; it calls services over plain HTTP
- **Model:** None. This is plumbing, not judgement

## Questions

What does it need to run?

An n8n account. 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?

No. Every step is fixed logic or a call to a service, so it does the same thing every time.

How long does it take to set up?

Plan an afternoon. 9 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 9 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%2Fautomated-hugging-face-paper-summary-fetching-and-categoriza-2)
- **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 research and reporting, with the same services where possible, closest in size first.

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- [**Automate Marketing Revenue Attribution & ROI Analytics** 9 steps · Airtable, Gmail](https://millionrounds.com/workflow/automate-marketing-revenue-attribution-and-roi-analytics)
- [**Automate monthly CrUX report transfer from BigQuery to NocoDB** 9 steps · NocoDB](https://millionrounds.com/workflow/automate-monthly-crux-report-transfer-from-bigquery-to-nocod)
- [**Automate startup research & profiling with Extruct AI** 9 steps · Google Sheets](https://millionrounds.com/workflow/automate-startup-research-and-profiling-with-extruct-ai)
- [**Automated Hugging Face paper summary fetching & categorization** 9 steps](https://millionrounds.com/workflow/automated-hugging-face-paper-summary-fetching-and-categoriza-3)
- [**Automated marketing performance email reports** 9 steps · Google Sheets, Outlook](https://millionrounds.com/workflow/automated-marketing-performance-email-reports)