https://github.com/subhangisati/fashion-assistant
your ultimate destination for personalized fashion advice and inspiration. Whether you're looking to revamp your wardrobe, stay updated with the latest trends, or simply need some style guidance.
https://github.com/subhangisati/fashion-assistant
artificial-intelligence fashion-assistant machine-learning recommendation-system
Last synced: 3 months ago
JSON representation
your ultimate destination for personalized fashion advice and inspiration. Whether you're looking to revamp your wardrobe, stay updated with the latest trends, or simply need some style guidance.
- Host: GitHub
- URL: https://github.com/subhangisati/fashion-assistant
- Owner: SubhangiSati
- Created: 2024-05-04T04:57:26.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-04T05:02:42.000Z (about 1 year ago)
- Last Synced: 2025-01-01T06:14:11.578Z (5 months ago)
- Topics: artificial-intelligence, fashion-assistant, machine-learning, recommendation-system
- Language: Jupyter Notebook
- Homepage:
- Size: 40 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Fashion Assistant
Fashion Assistant is an AI-powered tool designed to provide fashion advice and assistance based on natural language queries. By leveraging state-of-the-art language and document embedding models, Fashion Assistant can quickly and accurately respond to questions related to fashion, style, trends, and more.
### Key Features:
- **Language Understanding:** Fashion Assistant comprehends natural language queries, allowing users to ask questions in plain English.
- **Fashion Recommendations:** Get personalized fashion recommendations, styling tips, and outfit suggestions tailored to your preferences and needs.
- **Trend Insights:** Stay updated on the latest fashion trends, popular styles, and seasonal looks.
### How It Works:
1. **Input Query:** Enter your fashion-related question or query in plain English.
2. **AI Processing:** Fashion Assistant processes your query using advanced language understanding models to extract relevant information.
3. **Fashion Insights:** Receive accurate and informative responses, including fashion recommendations, styling advice, trend insights, and more.
### Usage:
1. **Fashion Advice:** Ask for outfit recommendations for specific occasions, styling tips for different body types, or advice on pairing clothing items.
2. **Trend Updates:** Inquire about current fashion trends, popular colors, must-have accessories, and seasonal wardrobe essentials.
3. **Brand Information:** Request details about specific fashion brands, including their history, design aesthetics, and signature collections.
### Technical Details:
Fashion Assistant utilizes cutting-edge technologies and libraries, including:
- **LLAMA Index:** A powerful indexing and retrieval system for efficient document processing and query handling.
- **Hugging Face Transformers:** State-of-the-art natural language processing models for accurate language understanding and document embedding.
- **Gradio:** An intuitive and user-friendly interface for interacting with the Fashion Assistant system.
### Future Enhancements:
1. **Visual Recommendations:** Integrate image recognition capabilities to provide visual fashion recommendations based on clothing preferences and styles.
2. **Interactive Styling:** Develop a virtual dressing room feature for users to try on different outfits virtually and receive instant feedback.
3. **Personalized Profiles:** Implement user profiles to capture individual fashion preferences, sizes, and style preferences for more tailored recommendations.
4. **Fashion Community:** Create a platform for users to share fashion tips, style inspiration, and outfit ideas with a community of fashion enthusiasts.
### Try It Out:
Fashion Assistant is ready to assist you with all your fashion-related inquiries. Simply enter your question or query in the input box and discover a world of fashion advice at your fingertips!
### Contributers:
Subhangi Sati
Purvika Joshi
Abhishek Joshi