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Outfit.ai - GenAI powered e-commerce

Fashion store with personalized try-ons, a gen AI assistant and trend-based recommendations.

View Video Demo 📽️

Tech stack - Langchain, Fast API, ChromaDB, NodeJS, React, MongoDB, Automatic1111

  • Engaging conversational chatbot with guardrails powered by Llama2 13B leveraging Langchain RAG pipelines
  • Personalised outfit try-on experience using Stable diffusion in-painting over user’s images
  • Collaborative & content-based recommendations using trending knowledge-base scraped from fashion magazines

Setup


# Install dependencies
npm run setup

# Run Backend server
nodemon backend/server.js

# Run frontend
cd frontend && npm start

# Tryon demo (API proxy for Huggingface spaces)
cd tryon_backend
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
uvicorn app:app --reload --port=5000