Hugging Face's logo

Spaces:
varun321
/
invoice-reader-budget-categorizer
Sleeping

App Files Community
invoice-reader-budget-categorizer / README.md
varun321's picture
varun321
Resolved merge conflict and added config block to README
e20fc4d
preview code
|
raw
history blame contribute delete
1.35 kB

A newer version of the Gradio SDK is available: 5.42.0

Upgrade
metadata
title: Invoice Reader & Budget Categorizer
emoji: 🧾
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.23.3
app_file: app.py
pinned: false

Invoice Reader & Budget Categorizer

This project creates an application that processes uploaded invoice PDFs, categorizes expenses, analyzes spending patterns using LLMs, and provides budget optimization recommendations.

🚀 Objective

Create an application that:

  • Processes invoice PDFs to extract transaction details.
  • Categorizes expenses into predefined categories.
  • Analyzes spending trends over time.
  • Provides actionable budget recommendations.

✨ Features

  • 📄 PDF upload and parsing.
  • 🏷️ Transaction categorization (Utilities, Entertainment, Groceries, Travel, Shopping, Other).
  • 📊 Spending pattern analysis over time.
  • 💡 Budget optimization suggestions.
  • 📈 Visualizations for spending insights.

🛠️ Technical Stack

  • PDF Parsing: pdfplumber
  • Data Processing: pandas
  • LLM: Hugging Face Transformers (facebook/bart-large)
  • Visualization: matplotlib
  • Interface: Gradio
  • Deployment: Hugging Face Spaces

⚙️ Setup Instructions

  1. Clone the repository:
    git clone https://huggingface.co/spaces/varun321/invoice-reader-budget-categorizer
cd invoice-reader-budget-categorizer