Extract Text from PDFs/Images with Gemini AI to CSV

Automates extracting transactions or text from bank PDFs and images using Vertex AI Gemini, outputting structured CSV to Google Drive for easy import into budgeting tools.

n8n
Extract Text from PDFs/Images with Gemini AI to CSV

This n8n workflow streamlines expense tracking by monitoring a Google Drive folder for new PDFs or images, such as bank statements or screenshots. It leverages Google Vertex AI's Gemini model to perform intelligent text extraction and recognition, parsing key data like transactions, dates, and amounts into a structured format.

The workflow then generates a CSV file from the extracted data and automatically saves it to a designated output folder in Google Drive. This eliminates manual data entry, reducing errors and saving hours of tedious work. Ideal for personal finance management or business procurement teams handling digital receipts.

Benefits include seamless integration with Google services, customizable AI prompts for various document types, and scalability for bulk processing. Use cases span expense reporting, invoice processing, and any scenario requiring OCR-like extraction from unstructured documents into actionable CSV data.

$12.99
Last updated October 3, 2026
30-day money-back guarantee
Instant download
Lifetime updates included

New buyers can create an account from the cart to unlock a controlled $10 first-purchase credit on eligible orders of $25+.

Secure checkout powered by Stripe

Support

How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

Related Commerce workflows

More from Vera Petrenko

Need this deployed? We'll set it up for you.

Our automation experts deploy this workflow in your stack, connect your accounts, and verify it works — or build a custom solution from scratch.