Fashion Products Chatbot
Intelligent product recommendation chatbot using semantic search.
Built a production-ready chatbot that recommends fashion products based on semantic similarity.
- Scraped product data from e-commerce sites using BeautifulSoup.
- Cleaned and embedded product descriptions using Hugging Face’s SentenceTransformers.
- Stored vectors in FAISS for fast semantic search.
- Retrieved similar products via LangChain Retrieval-Augmented Generation (RAG) with Mistral-7B.
- Deployed a secure API endpoint with FastAPI.