QARetrieval Model

AI Question Answering model that answers the important questions related to PAN card.

Deployed App (Try it out!) - https://pan-card-information.streamlit.app/

Features

Incorporated multiple features in this update including :

• Multilinguality - for asking questions in different languages
• Speech - Use speech to ask questions and return answer in speech.
• Scores - Generated Rouge Score.

Running Locally

Follow these steps to set up and run the service locally :

Prerequisites

• Python 3.8 or higher
• Git

Installation

Clone the repository :

https://github.com/xsuryanshx/QARetrievalModel.git

Navigate to the project directory :

cd QARetrievalModel

Create a virtual environment :

python -m venv .venv
.\.venv\Scripts\activate

Install the required dependencies in the virtual environment :

pip install -r requirements.txt

pip install -r packages.txt

Launch the chat service locally :

streamlit run streamlit_qa.py

That's it! The service is now up and running locally. 🤗