Invoice Parser

fintech_labsFREE

Classify invoices by vendor, amount range, and urgency.

📄 pdf🖼️ images
12.4K downloads
45 stars
3 weeks ago

Description

A community-trained model for invoice classification. Identifies vendor types, amount ranges, and payment urgency to help automate accounts payable workflows. Created by fintech_labs with contributions from the Veriafy community.

Quick Start

Install via CLI:

veriafy pull community/invoice-parser

Use in Python:

from veriafy import Veriafy

client = Veriafy()
result = client.classify("document.pdf", model="community/invoice-parser")

print(result.categories)  # Classification results
print(result.confidence)  # Confidence score

Classification Categories

utility

Utility bills

vendor

Vendor invoices

subscription

Subscription services

other

Other invoices

Benchmarks

94.2%

Accuracy

93.8%

Precision

94.5%

Recall

94.1%

F1 Score

Model Information

Version
0.9.2
Size
45 MB
License
MIT
Created
July 2024
Updated
3 weeks ago

Requirements

CPU
2 cores
RAM
2 GB
GPU
Not required

Tags

invoicesfinanceautomation