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Automate Paul Graham Essay Summaries with AI for Quick Insights

Generate precise AI-powered summaries from multiple essays in under 5 minutes, boosting content analysis efficiency by up to 75% and saving significant manual research time.

Manually researching and extracting insights from extensive online articles is a time-consuming barrier to staying informed. This n8n workflow automates the scraping of Paul Graham essays and uses advanced AI to generate concise, actionable summaries, streamlining your research process.

OpenAI
LangChain
$29
Ready-to-use workflow template
Complete workflow template
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Automate Paul Graham Essay Summarization with AI

This powerful n8n workflow revolutionizes how you consume intellectual content by automating the entire process of scraping, extracting, and summarizing Paul Graham's insightful essays using artificial intelligence. Designed for researchers, content creators, and anyone seeking to quickly grasp key concepts from extensive articles, it transforms hours of manual reading into minutes of actionable insights.

Key Features

  • Automatically scrapes the latest Paul Graham essays directly from his website.
  • Intelligently extracts full essay texts and titles for comprehensive processing.
  • Utilizes OpenAI (GPT-4o-mini) via LangChain integration for sophisticated AI summarization.
  • Generates clean, actionable summaries, reducing reading time and accelerating insight gathering.
  • Configurable to process a specific number of essays, defaulting to the first three for quick tests.

How It Works

This workflow starts manually, fetching a list of articles from Paul Graham's website. It then intelligently extracts the essay links, processes them individually (limiting to the first three by default), and retrieves the full text of each selected essay. Utilizing n8n's LangChain integration, the workflow feeds the essay content into an OpenAI chat model (GPT-4o-mini) for summarization. Finally, it merges the extracted titles with the AI-generated summaries and the original essay URLs, providing a clean, organized output ready for review.

Workflow Details

Category:Productivity
Last Updated:Dec 16, 2025

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