abhroroy365 / Medical-Chatbot

A Retrieval-Augmented Generation (RAG) based Medical Chatbot. With the base model as Llama2 from Meta, the Retrieval system uses a medical document as corpus to generate context-rich output.

Project Title

A Retrieval-Augmented Generation (RAG) based Medical Chatbot. With the base model as Llama2 from Meta, the Retrieval system uses a medical document as corpus to generate context-rich output.

Model and dataset

• Model: llama-2, Download from hugging face
• Embeddings from hugging face
• Dataset: Gale Encyclopedia of Medicine Vol. 2 (N-S).pdf Link

Run Locally

Clone the project

  git clone https://github.com/abhroroy365/Medical-Chatbot

Go to the project directory

  cd Medical-Chatbot

Create virtual environment

  python -m venv env

Install dependencies

  pip install -r requirements.txt

Start the server

  python app.py

Links

Screenshot