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This project is an education-focused, Hogwarts-themed Q&A Chatbot built with LangChain, FAISS, and ChatGroq. Users can upload PDFs, including textbooks, research papers, or notes, which are processed for answering queries using a RAG pipeline. The chatbot delivers educational insights with a touch of magical charm, all with an engaging Streamlit UI

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uditbhatia26/Custom-RAG-Application

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Education-Focused Hogwarts-Themed Q&A Chatbot

An interactive chatbot built with LangChain, FAISS, and ChatGroq that combines education and magic! This project uses a retrieval-augmented generation (RAG) pipeline to answer queries based on uploaded PDF documents like textbooks, research papers, or notes. Users enjoy detailed answers with a whimsical Hogwarts-inspired interface.

Features

  • Document Uploads: Upload PDFs (textbooks, research papers, notes, etc.) for processing.
  • RAG Pipeline: Combines document retrieval with generative AI for accurate and context-aware answers.
  • Magical Responses: Answers delivered with a unique Hogwarts-themed style.
  • Interactive UI: Built with Streamlit for a user-friendly and immersive experience.

About

This project is an education-focused, Hogwarts-themed Q&A Chatbot built with LangChain, FAISS, and ChatGroq. Users can upload PDFs, including textbooks, research papers, or notes, which are processed for answering queries using a RAG pipeline. The chatbot delivers educational insights with a touch of magical charm, all with an engaging Streamlit UI

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