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--- |
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title: Invoice Reader & Budget Categorizer |
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emoji: 🧾 |
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colorFrom: indigo |
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colorTo: purple |
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sdk: gradio |
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sdk_version: 5.23.3 |
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app_file: app.py |
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pinned: false |
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--- |
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# Invoice Reader & Budget Categorizer |
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This project creates an application that processes uploaded invoice PDFs, categorizes expenses, analyzes spending patterns using LLMs, and provides budget optimization recommendations. |
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## 🚀 Objective |
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Create an application that: |
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- Processes invoice PDFs to extract transaction details. |
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- Categorizes expenses into predefined categories. |
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- Analyzes spending trends over time. |
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- Provides actionable budget recommendations. |
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## ✨ Features |
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- 📄 PDF upload and parsing. |
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- 🏷️ Transaction categorization (Utilities, Entertainment, Groceries, Travel, Shopping, Other). |
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- 📊 Spending pattern analysis over time. |
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- 💡 Budget optimization suggestions. |
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- 📈 Visualizations for spending insights. |
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## 🛠️ Technical Stack |
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- **PDF Parsing**: `pdfplumber` |
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- **Data Processing**: `pandas` |
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- **LLM**: Hugging Face Transformers (`facebook/bart-large`) |
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- **Visualization**: `matplotlib` |
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- **Interface**: Gradio |
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- **Deployment**: Hugging Face Spaces |
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## ⚙️ Setup Instructions |
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1. Clone the repository: |
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```bash |
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git clone https://huggingface.co/spaces/varun321/invoice-reader-budget-categorizer |
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cd invoice-reader-budget-categorizer |
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