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Car Manual RAG Chatbot (MG ZS)

This project is a proof-of-concept Retrieval Augmented Generation (RAG) chatbot that integrates a car manual (MG ZS) with an OpenAI model to provide answers to car warning messages.

Features

  • Uses LangChain and ChromaDB
  • Integrates OpenAI's GPT-4o-mini
  • Loads HTML car manual, splits content, creates embeddings, and answers queries

Instructions

  1. Clone the repo
  2. Add your OPENAI_API_KEY as an environment variable
  3. Run the main.ipynb notebook

Setup

pip install -r requirements.txt
export OPENAI_API_KEY=your_key_here

About

RAG chatbot using car manual data to answer MG ZS warnings via GPT-4o and LangChain.

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