---
task_categories:
- feature-extraction
- text-generation
- image-to-text
language:
- pt
tags:
- finance
size_categories:
- 1K<n<10K
---
The Electronic Invoice (NF-e) is a digital document that records sales of products or services in Brazil. Designed to replace printed invoices, the NF-e provides greater convenience, security, and transparency in tax management.

Issued by authorized systems, the NF-e has legal validity ensured by the issuer's digital signature and authorization from the State Treasury Department (SEFAZ). In addition to simplifying tax oversight, it reduces operational costs, eliminates the need for physical storage, and helps combat tax fraud.

The document includes information such as issuer and recipient details, item or service descriptions, values, taxes, and transportation. Its use is mandatory for various economic activities, representing a milestone in the modernization of Brazil's tax system.


Example:

This notebook used Ollama model LLama Vision for Text Extract.

- [Llama Vision - Optical Character Recognition (OCR)](https://www.kaggle.com/code/sc0v1n0/llama-vision-optical-character-recognition-ocr)