Agent Paddleocr Vision
Multilingual Document OCR Recognition and Automatic Classification
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: Agent Paddleocr Vision. It is used for: Multilingual Document OCR Recognition and Automatic Classification Full Skill content: https://321skill.com/skills/agent-paddleocr-vision-x-8/raw/index.md Read that page and install it.
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This Skill addresses the challenge of multilingual document OCR recognition and automatic classification. In real-world business scenarios, companies often need to process large volumes of documents in various formats, such as invoices, contracts, and ID cards. Manual classification and extraction of key information are time-consuming, labor-intensive, and prone to errors. This tool leverages the PaddleOCR Cloud API to automatically identify document types and extract structured data, while also providing actionable follow-up suggestions.
Usage is straightforward: you only need to configure the PaddleOCR API endpoint and access token. After setup, you can process individual files or batch-process entire directories via the command line, with support for generating searchable PDFs. The script automatically determines the document type (e.g., invoice, business card, receipt, passport—11 types in total), extracts corresponding fields, and suggests actions like creating an expense record or adding a contact.
It is well-suited for teams or individuals seeking to automate document processing workflows, particularly those already using PaddleOCR services or possessing their own OCR API. Agent developers can integrate it into AI workflows to enable automatic document classification and information extraction. Data analysts and e-commerce operators can also use it to quickly extract key data from large volumes of receipts.
We recommend using this tool for batch processing of invoices, contracts, or ID documents. Note that it primarily relies on the PaddleOCR Cloud API, requiring an internet connection and valid API credentials. The default processing timeout is 600 seconds; larger files may require adjustment.
Key Features
Unlike standard OCR tools (e.g., Tesseract), Agent PaddleOCR Vision not only extracts text but also automatically classifies documents into 11 specific types (such as invoice, ID card, passport) and provides structured action recommendations for each type (e.g., create an expense, extract ID information), rather than merely outputting plain text.
Limitations
Requires a Python environment and depends on the PaddleOCR Cloud API (needs internet and API key). Fully offline operation is not supported. The default processing timeout is 600 seconds; very large files may require adjustment.
FAQ
What document types are supported?
11 types are supported: invoice, business card, receipt, form, contract, ID card, passport, bank statement, driver's license, tax form, and general document.
Is a GPU required?
No. OCR processing is completed by the cloud-based PaddleOCR API. Locally, only a Python environment is needed to run the script.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/agent-paddleocr-vision-x-8/raw/index.md to read the original Skill definition (Markdown format) for Agent Paddleocr Vision, and install it according to the instructions.
Raw Markdown URL for AI: /skills/agent-paddleocr-vision-x-8/raw/index.md