AlienWear an AI-powered fashion e-commerce platform that leverages vector search to provide semantic search capabilities. Users can use natural language to get search results, enhancing the overall user experience and making product discovery more intuitive.
Our platform uses vector search to provide a more intuitive and user-friendly search experience. Unlike traditional keyword-based search, vector search understands the semantic meaning behind the user's query, providing more relevant and accurate results. This is made possible by embedding vectors using OpenAI's ada-002 and Cosine-Similarity search for nearest vectors in Pinecone.
Users can upload an image of a dress and the platform will search for similar dresses. This feature uses image recognition and vector search to find dresses that are visually similar to the uploaded image.
Our platform features a personal AI fashion guide that provides personalized fashion advice and recommendations. The users can then search for the recommended styles using th generate suggestions button.
To set up and install Alienwear, follow these steps:
git clone https://github.com/samarth777/alienwear.git
cd frontend/ingenius-frontend
npm install
cd backend
pip install -r requirements.txt
.env
file in the backend directory and add the necessary environment variables, such as database credentials and API keys.python main.py
cd frontend
npm run dev