RAG Chatbot Project

This repository contains two implementations of a Retrieval-Augmented Generation (RAG) chatbot:

1. RAG Chatbot using Huggingface: Utilizes Huggingface's transformers library for building the chatbot.
2. RAG Chatbot using OLLAMA: Implements the chatbot with OLLAMA's tools and APIs.

Both implementations support document-based question answering by leveraging pre-trained language models and retrieval mechanisms.

Directory Structure

• RAG_Chatbot_using_Huggingface/
  • data/pdfs/: Contains the PDF documents used for training and retrieval.
  • src/: Source code for the Huggingface-based chatbot.
• RAG_Chatbot_using_OLLAMA/
  • data/pdfs/: Contains the PDF documents used for training and retrieval.
  • src/: Source code for the OLLAMA-based chatbot.

Documentation

• ARCHITECTURE.md: Details the architecture of the chatbot implementations.
• INSTALL.md: Provides installation instructions.
• USAGE.md: Explains how to use the chatbots.

License

This project is licensed under the MIT License.