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Context Aware Website Chatbot
Role: AI & Data Science Engineer
Project Description
A domain specific AI chatbot that answers questions about a website using Retrieval Augmented Generation (RAG), FAISS, and Ollama's Mistral LLM. It scrapes website content, stores it in a vector database, and provides context-aware responses via a Streamlit UI.
Key Features
- 🔎 Web scraping using Requests and BeautifulSoup
- 📚 Text chunking with FAISS vector storage for fast retrieval
- 💬 Mistral LLM for context-aware, natural language responses
- 🧩 RAG architecture for accurate answer generation
- 🧪 Interactive Streamlit UI with chat history and persistent state
- 🔒 Maintains private data and scraped URLs securely
