Templates / Split web pages into vector-ready chunks with Ragfeed

Split web pages into vector-ready chunks with Ragfeed

Ready for 3.0

by Leif Albrand (Ragfeed) · 0 views · created 2026-10-14

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This workflow has 4 nodes and runs manually, when you click “Execute workflow”. It uses only n8n's built-in nodes. It also calls api.ragfeed.de over HTTP.

How it runs

Trigger: Manually, when you click “Execute workflow”.

  1. Set page and chunk size (Edit Fields (Set)): sets 2 fields: url, maxTokens
  2. Fetch page as chunks (HTTP Request): calls api.ragfeed.de (POST)
  3. One item per chunk (Split Out): splits a list into separate items

HTTP calls to: api.ragfeed.de

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (4)

From the author

Quick Overview This workflow runs manually to send a webpage URL to the Ragfeed scraping API, which returns the page content split into token-bounded text chunks, then outputs one n8n item per chunk ready for embedding and storage in a vector database. How it…

Excerpt from Leif Albrand (Ragfeed)'s description on n8n.io.

View the original on n8n.io → Check your own copy

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