📜 Dolilnama - AI Land Document Proofreader

🌟 Project Overview

Land documents are the backbone of ownership, security, and legacy. A single mistake can lead to disputes, delays, or even loss of assets. Dolilnama is here to change that.

Dolilnama is an AI-powered land document proofreader that ensures your legal papers are flawless, accurate, and legally sound. From detecting grammatical errors to highlighting critical legal entities such as names, locations, dates, and organizations, Dolilnama safeguards your documents with cutting-edge Natural Language Processing (NLP) and AI models.

🔹 Precision-driven proofreading for legal documents
🔹 AI-backed legal term extraction to prevent costly mistakes
🔹 User-friendly, intuitive interface for effortless document review

Your land, your legacy — Dolilnama protects what matters most.

🚀 Features

✅ Seamless document upload (PDF/DOCX)
✅ AI-powered grammar and legal accuracy checks
✅ Named Entity Recognition (NER) for legal terms
✅ Clean, responsive web interface for ease of use

🔧 Installation Guide

1️⃣ Install pip (if not installed)

Ensure pip is installed with:

python -m ensurepip --default-pip

Upgrade to the latest version:

pip install --upgrade pip

2️⃣ Install Required Dependencies

Ensure you have Python 3.7+ installed, then run:

pip install flask spacy transformers PyPDF2 python-docx
python -m spacy download en_core_web_sm

📂 Project Structure

/dolilnama
│── /src
|   |── app.py           # Main Python script
│── /templates           # HTML templates
│   │── index.html       # Upload page
│   └── result.html      # Proofreading result page
│── /uploads (auto-created) # Stores uploaded files
│── requirements.txt     # Dependencies

🎯 How to Run Dolilnama

1️⃣ Navigate to the project directory:

cd dolilnama

2️⃣ Run the Flask app:

python app.py

3️⃣ Open the web interface: Visit http://127.0.0.1:5000/ in your browser.

4️⃣ Upload your document and let Dolilnama ensure it is error-free and legally sound.

🔮 Future Enhancements

🚀 Real-time error highlighting directly in the document
📂 Downloadable, AI-corrected document files
📜 Expanded legal document support (leases, deeds, etc.)

📜 License

Dolilnama is open-source and free to use. Your contributions help us build a future where legal document errors are a thing of the past!