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Template·Agents & Research

Fetch Papers

This workflow automatically fetches and downloads research papers from the Awesome Transformers GitHub repository. It extracts paper links from the README.md file, filters for actual papers, and downloads them to a specified folder. Ideal for researchers and AI enthusiasts who want to stay updated with the latest transformer model papers.

Fetch Papers — example output from the NodeTool workflow

The workflow

Workflow Editor
From List
Values
Filter
Df
Extract Column
Dataframe
Extract Links
Markdown
Get Text
Note
For Each
Input List
Download File
Url
Collect
Input Item
Preview

Nodes in this workflow

9 nodes · 9 types
  • Collect
    nodetool.control.Collect
  • Download File
    lib.browser.DownloadFile
  • Extract Column
    nodetool.data.ExtractColumn
  • Extract Links
    lib.markdown.ExtractLinks
  • Filter
    nodetool.data.Filter
  • For Each
    nodetool.control.ForEach
  • From List
    nodetool.data.FromList
  • Get Text
    lib.http.GetText
  • Preview
    nodetool.workflows.base_node.Preview

How to run it

  1. 01

    Download NodeTool Studio

    Install the free desktop app for macOS, Windows, or Linux. It runs on your own machine, no account required to start.

  2. 02

    Open the Fetch Papers template

    Browse the built-in template library inside Studio and open this workflow onto the canvas. Every node is already wired up.

  3. 03

    Add your keys

    Connect any model providers this workflow calls with your own API keys, or point it at local models.

  4. 04

    Run and remix

    Hit Run to execute the graph and watch results stream in. Swap models, edit prompts, or rewire nodes to make it yours.

Run Fetch Papers on your machine

Free, open source, and yours to run. Download Studio, open the template, and run it with your own keys.