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WebChatBot: Website-Based Chatbot Using Transformers and LangChain

Overview

WebChatBot is a project that takes any website URL as input and sets up a chatbot that can interact with users based on the content of the website. This project uses a transformer-based model from Hugging Face, the LangChain library for handling natural language processing, and ChromaDB for storing text embeddings.

Features

  • Website Parsing: Extracts text content from the provided website URL.
  • Transformer-Based Model: Utilizes a transformer model from Hugging Face for natural language understanding.
  • LangChain Integration: Employs LangChain library to process and handle conversations.
  • Embeddings Storage: Converts extracted texts to embeddings and stores them in ChromaDB for efficient retrieval.