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Catalog and summarize papers dropped into Drive

An n8n workflow extracts metadata from new PDFs, finds related papers on Semantic Scholar and PubMed, builds an APA citation, logs to Sheets and creates a Notion summary.

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Use case overview

An n8n workflow extracts metadata from new PDFs, finds related papers on Semantic Scholar and PubMed, builds an APA citation, logs to Sheets and creates a Notion summary.

Reported experience

  1. What they did

    A Google Drive trigger fires when a PDF lands in a folder, and the workflow downloads it. The PDF Vector community node extracts metadata, abstract, study type and findings. It then searches Semantic Scholar and PubMed using the top 3 keywords, builds an APA citation, appends a row to Google Sheets, and creates a Notion page.

  2. How it went

    Each paper takes about 20-30 seconds. The author reports about 98% metadata accuracy on digital PDFs, about 90% on study type, and about 85% on scanned papers. Niche topics may return only 3-5 related papers.

  3. Worth knowing

    It needs self-hosted n8n. PDF Vector costs about 4-5 credits per paper, so the free 100 credits cover roughly 20-25 papers a month. Check the APA citations before using them.

Example prompts

Try with n8n
Build an n8n workflow that triggers when a new PDF lands in my [Google Drive folder], extracts the title, authors, year and abstract, finds 3-5 related papers on Semantic Scholar and PubMed, and builds an APA citation. Log everything in a Google Sheet and create a Notion page with a plain-language summary and the related papers. Done when one test PDF produces a sheet row and a Notion page, which you show me.
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