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AI Automationfree

Scrape and summarize webpages with AI

by n8n Teamadapted from n8n official workflow galleryUpdated Aug 2026
RequiresDDefault Data LoaderHTMLHTMLHTTP RequestHTTP RequestOpenAI Chat ModelOpenAI Chat ModelRecursive Character Text SplitterRecursive Character Text SplitterSummarization ChainSummarization Chain
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MaWhen clicking "Execute Workflow"When clicking "…HRFetch Essay ListOpenAI Chat ModelOpenAI Chat Mod…HtExtract essay namesExtract essay n…SOSplit out into itemsSplit out into …HRFetch essay textsFetch essay tex…HtExtract titleCSSummarization ChainSummarization C…SeClean upMeMergeDDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…LiLimit to first 3HtExtract Text OnlyExtract Text On…1234567891011121314
1/5
STEPS · 14
Run manually by an operator

This workflow integrates both web scraping and NLP functionalities. It uses HTML parsing to extract links, HTTP requests to fetch essay content, and AI-based summarization using GPT-4o. It's an excellent example of an end-to-end automated task that is not only efficient but also provides real value by summarizing valuable content. Note that to use this template, you need to be on n8n version 1.50.0 or later.

Tags

n8nreference-onlychain-summarizationdocument-default-data-loaderhtmllm-chat-open-aitext-splitter-recursive-character-text-splitter
Connects
DDefault Data LoaderhtmlHTMLWHTTP RequestopenaichatmodelOpenAI Chat ModelrecursivecharactertextsplitterRecursive Character Text SplittersummarizationchainSummarization Chain
CategoryAI Automation
Triggermanual
Complexitycomplex
Nodes14
AddedOct 2, 2023

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