Unlock Your Bank Statements with AI-Powered Markdown Conversion
detail.loadingPreview
This n8n workflow transforms your bank statements (PDFs or scanned images) into structured markdown using advanced Vision Language Models (VLMs). Effortlessly extract key financial data by converting complex layouts into machine-readable text.
About This Workflow
Tired of manually extracting data from bank statements? This powerful n8n workflow leverages the cutting-edge capabilities of Google's Gemini Vision Language Model to convert your bank statements, whether digital PDFs or scanned documents, into a structured markdown format. Unlike traditional OCR, VLMs can better understand complex document layouts, preserving tables and columnar data. The output markdown is then perfectly poised for further processing by standard LLMs, enabling precise data extraction like identifying deposit rows. This workflow simplifies data handling, saving you time and reducing errors in financial data analysis.
Key Features
- AI-Powered Conversion: Utilizes Google Gemini's VLM to interpret bank statement visuals.
- Handles Diverse Inputs: Accepts both downloadable PDFs and scanned documents.
- Preserves Document Structure: Faithfully captures tables and columnar data in markdown format.
- Streamlined Data Extraction: Prepares statements for further analysis by LLMs.
- Extensible & Customizable: Easily integrates with other n8n nodes for custom workflows.
How To Use
- Download Bank Statement: The workflow begins by downloading a bank statement PDF from Google Drive (or integrate your preferred trigger, like a webhook).
- Convert PDF to Images: The PDF is sent to the Stirling PDF webservice (self-hostable for enhanced privacy) to be converted into individual JPG images, page by page.
- Extract and List Images: The resulting zip file of images is uncompressed, and the images are converted into a list for processing.
- Resize Images: Images are resized to optimize for the AI model's input requirements.
- Process with Google Gemini: The prepared images are fed into the Google Gemini Chat Model, which transcribes the visual information into markdown text, preserving the document's structure.
- Sort and Prepare for LLM: The markdown output is sorted by file name and is ready for further parsing by a standard LLM for detailed data extraction.
Apps Used
Workflow JSON
{
"id": "69eae50d-fee7-4082-a612-67211430e126",
"name": "Unlock Your Bank Statements with AI-Powered Markdown Conversion",
"nodes": 23,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 69eae50d-fee7...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
Statistics
Related Workflows
Discover more workflows you might like
Google Sheets to Icypeas: Automated Bulk Domain Scanning
This workflow streamlines the process of performing bulk domain scans by integrating your Google Sheets data directly with the Icypeas platform. Automate the submission of company names from your spreadsheet to Icypeas for comprehensive domain information, saving valuable time and effort.
Instant WooCommerce Order Notifications via Telegram
When a new order is placed on your WooCommerce store, instantly receive detailed notifications directly to your Telegram chat. Stay on top of your e-commerce operations with real-time alerts, including order specifics and a direct link to view the order.
On-Demand Microsoft SQL Query Execution
This workflow allows you to manually trigger and execute any SQL query against your Microsoft SQL Server database. Perfect for ad-hoc data lookups, administrative tasks, or quick tests, giving you direct control over your database operations.