README.md

NLP Gift Recommender

An NLP-powered gift recommendation system using Hugging Face transformers.

Setup

1. Clone the repository:

git clone https://github.com/yourusername/nlp-gift-recommender.git
cd nlp-gift-recommender

2. Install dependencies:

pip install -r requirements.txt

Usage

from src.recommender import GiftRecommender

recommender = GiftRecommender()
text = "I'm looking for a gift for my 25-year-old sister who loves painting."
recommendations = recommender.get_gift_recommendations(text)
print(recommender.format_recommendations(recommendations))

Features

• Natural language processing for gift preferences
• Sentiment analysis for interest weighting
• Customizable gift categories and rules
• Detailed recommendation explanations

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to the branch (git push origin feature/AmazingFeature)
5. Open a Pull Request